From c86c4ca4a460f255f16606a55a7c194d2ccee366 Mon Sep 17 00:00:00 2001 From: Brandi Downs <34132383+BrandiDowns@users.noreply.github.com> Date: Wed, 17 Jun 2026 20:21:04 -0700 Subject: [PATCH 1/5] Add Hydrocron timeseries examples - basic notebook Adds a basic example notebook demonstrating Hydrocron timeseries workflow and visualization --- ...ocron_SWOT_timeseries_examples_basic.ipynb | 1992 +++++++++++++++++ 1 file changed, 1992 insertions(+) create mode 100644 notebooks/datasets/Hydrocron_SWOT_timeseries_examples_basic.ipynb diff --git a/notebooks/datasets/Hydrocron_SWOT_timeseries_examples_basic.ipynb b/notebooks/datasets/Hydrocron_SWOT_timeseries_examples_basic.ipynb new file mode 100644 index 00000000..9678398a --- /dev/null +++ b/notebooks/datasets/Hydrocron_SWOT_timeseries_examples_basic.ipynb @@ -0,0 +1,1992 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "273c8f43-244f-41b8-9b77-ea0cf30d50d2", + "metadata": {}, + "source": [ + "![](https://img.shields.io/badge/PO.DAAC-Contribution-%20?color=grey&labelColor=blue)\n", + "\n", + "> From the PO.DAAC Cookbook, to access the GitHub version of the notebook, follow [this link](https://github.com/podaac/tutorials/blob/master/notebooks/datasets/Hydrocron_SWOT_timeseries_examples.ipynb).\n", + "\n", + "_Note: This notebook uses Version C (2.0) of SWOT data that was available at the time of this notebook's development. The most recent data is now available as Version D for SWOT collections._\n", + "_The last Version C measurement will be until May 3rd, 2025. The first Version D measurement starts on May 5th, 2025._" + ] + }, + { + "cell_type": "markdown", + "id": "a16e3afa-c399-4d33-8558-7ee1e2fae007", + "metadata": {}, + "source": [ + "To Do: add note that hydrocron returns Version D SWOT data by default. To change, add collection_name in parameters.
Give brief example." + ] + }, + { + "cell_type": "markdown", + "id": "4c394895-225e-4938-9e98-c4e189154643", + "metadata": {}, + "source": [ + "# Hydrocron API: SWOT Time Series Examples\n", + "\n", + "#### *Authors: Nikki Tebaldi, Cassandra Nickles, and Brandi Downs, NASA PO.DAAC*\n", + "\n", + "### Summary:\n", + "\n", + "[Hydrocron](https://podaac.github.io/hydrocron/intro.html) is an API that repackages the `SWOT_L2_HR_RIVERSP_2.0` dataset into csv or geojson formats that make time series analysis easier. This notebook will highlight how to utilize hydrocron and convert its output into a readable geodatabase of data from multiple SWOT reaches identified from the [SWORD Database](https://www.swordexplorer.com/).\n", + "\n", + "### Requirements:\n", + "Any compute environment, local or the cloud.\n", + "\n", + "### Learning Objectives:\n", + "- Obtain a list of SWORD IDs for a region of interest\n", + "- Access SWOT river vector product attributes for multiple reach IDs via the Hydrocron API\n", + "- Convert accessed time series data into readable database\n", + "- Plot one time series variable from multiple reaches\n", + "\n", + "### Cite the Hydrocron API via the following:\n", + "\n", + "> Frank Greguska, Nikki Tebaldi, Victoria McDonald, Vanesa Gomez Gonzalez, & Cassie Nickles. (2024). podaac/hydrocron: 1.2.0 (1.2.0). Zenodo. https://doi.org/10.5281/zenodo.11176234" + ] + }, + { + "cell_type": "markdown", + "id": "cd5397aa-0f4d-4fbf-8fc7-40cb135eaa2d", + "metadata": {}, + "source": [ + "## Import Packages" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "0555e5b4-b00f-4d3a-a53f-e02417b6f2b3", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import requests\n", + "import time\n", + "import datetime\n", + "from io import StringIO\n", + "import folium\n", + "import hvplot.pandas\n", + "import holoviews as hv\n", + "import matplotlib.colors as mcolors\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "attachments": { + "a62ca4ab-e39e-498b-ba71-0f1d43ca856a.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "646f7667-ee34-4182-a954-772dcafeb253", + "metadata": {}, + "source": [ + "## Obtain SWORD reach IDs\n", + "\n", + "In this section, we identify a list of river IDs from the SWOT River Database [(SWORD)](https://www.swordexplorer.com/). One river reach ID has the format `CBBBBBRRRRT` and a node ID has the format, `CBBBBBRRRRNNNT` where `C` stands for continent, `B` for basin, `R` for reach, `N` for node, and `T` for type. The first 6 digits of the id (CBBBBB) are the [HydroBASINS](https://www.hydrosheds.org/products/hydrobasins) Pfafstetter level 6 basin code, where the first digit represents one of nine continental regions (1 = Africa, 2 = Europe, 3 = Siberia, 4 = Asia, 5 = Oceania, 6 = South America, 7 = North America, 8 = Arctic, 9 = Greenland), and the remaining digits are nested basin levels 2–6. In this example, we search by the beginning of a SWORD ID (basin code). For example, ID `732520` represents multiple reaches along the Savannah River and its tributaries in Georgia, USA. \n", + "\n", + "In this example, we will use river reach IDs from the Skagit River in Washington. Go to the SWOT River Database [(SWORD)](https://www.swordexplorer.com/), select the 'North America' tab, and select the basin that covers Washington State (basin 78). After a few moments, the individual river reaches will load in the map, as shown in the screenshot below. Zoom in to the Skagit River in northern Washington, click on the individual reaches, and note the reach IDs.\n", + "\n", + "![image.png](attachment:a62ca4ab-e39e-498b-ba71-0f1d43ca856a.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "acc22541-a47e-4cd7-9682-32e6359f8e8f", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# Define Hydrocron URL and reach IDs\n", + "\n", + "reach_ids = ['78310800191','78310800181','78310800171','78310800161','78310800081','78310800071',\n", + " '78310800061','78310800051','78310800041','78310800031','78310800021','78310800015']\n", + "\n", + "HYDROCRON_URL = \"https://soto.podaac.earthdatacloud.nasa.gov/hydrocron/v1/timeseries\"" + ] + }, + { + "cell_type": "markdown", + "id": "bd8398e4-98c9-4f0d-9e13-bcd2dc355420", + "metadata": {}, + "source": [ + "## Query Hydrocron for time series data\n", + "\n", + "Depending on how many reaches you are querying for, this section could take between seconds to minutes.\n", + "\n", + "All parameter options are listed in the Hydrocron documentation: [https://podaac.github.io/hydrocron/timeseries/](https://podaac.github.io/hydrocron/timeseries/)" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "id": "b6840527-b9cd-434f-874d-696f5e40e65f", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Query time: 24.15055009999196\n" + ] + }, + { + "data": { + "text/html": [ + "
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collection_shortnamereach_idtime_strwsewse_uwidthwidth_ureach_qpartial_fwse_unitswse_u_unitswidth_unitswidth_u_units
1SWOT_L2_HR_RiverSP_D783108001912025-10-09 18:44:58+00:00132.37520.0962981.9690540.69690810mmmm
2SWOT_L2_HR_RiverSP_D783108001912025-10-13 08:06:53+00:00132.44460.0985086.7731220.75587710mmmm
3SWOT_L2_HR_RiverSP_D783108001912025-10-20 17:07:51+00:00132.16590.1703355.9951690.44928010mmmm
5SWOT_L2_HR_RiverSP_D783108001912025-10-30 15:30:05+00:00132.55090.09756102.3031750.84013910mmmm
6SWOT_L2_HR_RiverSP_D783108001912025-11-03 04:51:59+00:00132.78710.10375100.8856630.83942510mmmm
..........................................
235SWOT_L2_HR_RiverSP_D783108000152025-12-25 20:44:51+00:002.10870.09587130.2485192.08396720mmmm
236SWOT_L2_HR_RiverSP_D783108000152026-01-02 05:45:57+00:001.37430.2585293.6323800.11586711mmmm
237SWOT_L2_HR_RiverSP_D783108000152026-01-12 04:08:09+00:001.36930.09339365.4981431.70033510mmmm
238SWOT_L2_HR_RiverSP_D783108000152026-01-15 17:29:55+00:002.26620.09627135.5746662.01083320mmmm
239SWOT_L2_HR_RiverSP_D783108000152026-01-23 02:31:01+00:001.77690.2180785.2912400.06196511mmmm
\n", + "

193 rows × 13 columns

\n", + "
" + ], + "text/plain": [ + " collection_shortname reach_id time_str wse \\\n", + "1 SWOT_L2_HR_RiverSP_D 78310800191 2025-10-09 18:44:58+00:00 132.3752 \n", + "2 SWOT_L2_HR_RiverSP_D 78310800191 2025-10-13 08:06:53+00:00 132.4446 \n", + "3 SWOT_L2_HR_RiverSP_D 78310800191 2025-10-20 17:07:51+00:00 132.1659 \n", + "5 SWOT_L2_HR_RiverSP_D 78310800191 2025-10-30 15:30:05+00:00 132.5509 \n", + "6 SWOT_L2_HR_RiverSP_D 78310800191 2025-11-03 04:51:59+00:00 132.7871 \n", + ".. ... ... ... ... \n", + "235 SWOT_L2_HR_RiverSP_D 78310800015 2025-12-25 20:44:51+00:00 2.1087 \n", + "236 SWOT_L2_HR_RiverSP_D 78310800015 2026-01-02 05:45:57+00:00 1.3743 \n", + "237 SWOT_L2_HR_RiverSP_D 78310800015 2026-01-12 04:08:09+00:00 1.3693 \n", + "238 SWOT_L2_HR_RiverSP_D 78310800015 2026-01-15 17:29:55+00:00 2.2662 \n", + "239 SWOT_L2_HR_RiverSP_D 78310800015 2026-01-23 02:31:01+00:00 1.7769 \n", + "\n", + " wse_u width width_u reach_q partial_f wse_units wse_u_units \\\n", + "1 0.09629 81.969054 0.696908 1 0 m m \n", + "2 0.09850 86.773122 0.755877 1 0 m m \n", + "3 0.17033 55.995169 0.449280 1 0 m m \n", + "5 0.09756 102.303175 0.840139 1 0 m m \n", + "6 0.10375 100.885663 0.839425 1 0 m m \n", + ".. ... ... ... ... ... ... ... \n", + "235 0.09587 130.248519 2.083967 2 0 m m \n", + "236 0.25852 93.632380 0.115867 1 1 m m \n", + "237 0.09339 365.498143 1.700335 1 0 m m \n", + "238 0.09627 135.574666 2.010833 2 0 m m \n", + "239 0.21807 85.291240 0.061965 1 1 m m \n", + "\n", + " width_units width_u_units \n", + "1 m m \n", + "2 m m \n", + "3 m m \n", + "5 m m \n", + "6 m m \n", + ".. ... ... \n", + "235 m m \n", + "236 m m \n", + "237 m m \n", + "238 m m \n", + "239 m m \n", + "\n", + "[193 rows x 13 columns]" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def query_hydrocron(query_url, reach_id, start_time, end_time, fields):\n", + " \"\"\"Query Hydrocron for reach-level time series data and geometry.\"\"\"\n", + "\n", + " params = {\n", + " \"feature\": \"Reach\",\n", + " \"feature_id\": reach_id,\n", + " \"output\": \"geojson\",\n", + " \"start_time\": start_time,\n", + " \"end_time\": end_time,\n", + " \"fields\": fields\n", + " }\n", + "\n", + " response = requests.get(query_url, params=params).json()\n", + "\n", + " if \"results\" in response:\n", + " geojson_data = response[\"results\"][\"geojson\"]\n", + " rows = []\n", + " for feature in geojson_data[\"features\"]:\n", + " rows.append(feature[\"properties\"])\n", + " df = pd.DataFrame(rows)\n", + " else:\n", + " print(f\"No results for reach {reach_id}: {response}\")\n", + " geojson_data = None\n", + " df = pd.DataFrame()\n", + "\n", + " return df, geojson_data\n", + "\n", + "\n", + "t0 = time.perf_counter()\n", + "start_time = \"2025-10-01T00:00:00Z\"\n", + "end_time = \"2026-01-31T00:00:00Z\"\n", + "fields = \"collection_shortname, reach_id, time_str, wse, wse_u, width, width_u, geometry, reach_q, partial_f\"\n", + "results = []\n", + "geojson_results = []\n", + "\n", + "for reach in reach_ids:\n", + "\n", + " df_reach, geojson_data = query_hydrocron(\n", + " HYDROCRON_URL,\n", + " reach,\n", + " start_time,\n", + " end_time,\n", + " fields\n", + " )\n", + "\n", + " if not df_reach.empty:\n", + " results.append(df_reach)\n", + "\n", + " if geojson_data is not None:\n", + " geojson_results.append(geojson_data)\n", + " \n", + " \n", + "if results:\n", + " df = pd.concat(results, ignore_index=True)\n", + " df[\"wse\"] = pd.to_numeric(df[\"wse\"], errors=\"coerce\") \n", + " df[\"wse_u\"] = pd.to_numeric(df[\"wse_u\"], errors=\"coerce\") \n", + " df[\"width\"] = pd.to_numeric(df[\"width\"], errors=\"coerce\") \n", + " df[\"width_u\"] = pd.to_numeric(df[\"width_u\"], errors=\"coerce\") \n", + " df[\"time_str\"] = pd.to_datetime(df[\"time_str\"], errors=\"coerce\") \n", + " df = df.dropna(subset=[\"time_str\"])\n", + "else:\n", + " df = pd.DataFrame()\n", + "\n", + "print(f\"Query time: {time.perf_counter()-t0}\")\n", + "\n", + "display(df)" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "id": "9c7299c5-5d3a-4067-a107-c1068451105d", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
Make this Notebook Trusted to load map: File -> Trust Notebook
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 87, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Map the reaches\n", + "\n", + "# generate colors for each reach\n", + "cmap = plt.colormaps.get_cmap(\"tab20\").resampled(len(geojson_results))\n", + "\n", + "colors = [\n", + " mcolors.to_hex(cmap(i))\n", + " for i in range(len(geojson_results))\n", + "]\n", + "color_dict = dict(zip(reach_ids, colors))\n", + "\n", + "map = folium.Map(tiles=\"cartodbpositron\")\n", + "\n", + "for reach_id, geojson_data, color in zip(reach_ids, geojson_results, colors):\n", + "\n", + " folium.GeoJson(\n", + " geojson_data,\n", + " name=f\"Reach ID {reach_id}\",\n", + " style_function=lambda feature, color=color: {\n", + " \"color\": color,\n", + " \"weight\": 4\n", + " },\n", + "\n", + " tooltip=folium.GeoJsonTooltip(\n", + " fields=[\"reach_id\"],\n", + " aliases=[\"Reach ID:\"]\n", + " )\n", + "\n", + " ).add_to(map)\n", + "\n", + "folium.LayerControl().add_to(map)\n", + "\n", + "map.fit_bounds(map.get_bounds(), padding=(30, 30))\n", + "\n", + "map" + ] + }, + { + "cell_type": "markdown", + "id": "4522709f-8258-4c1b-b439-f95125237876", + "metadata": {}, + "source": [ + "In hvPlot, the asterisk (`*`) operator is used to overlay objects on the same axis. Here, we use this operator to combine multiple individual line and scatter plots into a single visual." + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "id": "0a3803cb-31ff-4987-a494-bb9a42af6007", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": {}, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.holoviews_exec.v0+json": "", + "text/html": [ + "
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Give brief example." + "_Note: This notebook uses the default SWOT RiverSP collection available through Hydrocron. At the time of writing, the default collection corresponds to Version D SWOT data._" ] }, { @@ -32,7 +23,7 @@ "\n", "### Summary:\n", "\n", - "[Hydrocron](https://podaac.github.io/hydrocron/intro.html) is an API that repackages the `SWOT_L2_HR_RIVERSP_2.0` dataset into csv or geojson formats that make time series analysis easier. This notebook will highlight how to utilize hydrocron and convert its output into a readable geodatabase of data from multiple SWOT reaches identified from the [SWORD Database](https://www.swordexplorer.com/).\n", + "[Hydrocron](https://podaac.github.io/hydrocron/) is an API that repackages the `SWOT_L2_HR_RiverSP_D` dataset into CSV or GeoJSON formats that make time series analysis easier. This notebook will highlight how to utilize Hydrocron and convert its output into a readable dataframe from multiple SWOT reaches identified from the [SWORD Database](https://www.swordexplorer.com/).\n", "\n", "### Requirements:\n", "Any compute environment, local or the cloud.\n", @@ -40,7 +31,7 @@ "### Learning Objectives:\n", "- Obtain a list of SWORD IDs for a region of interest\n", "- Access SWOT river vector product attributes for multiple reach IDs via the Hydrocron API\n", - "- Convert accessed time series data into readable database\n", + "- Convert accessed time series data into readable dataframe\n", "- Plot one time series variable from multiple reaches\n", "\n", "### Cite the Hydrocron API via the following:\n", @@ -58,19 +49,573 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 1, "id": "0555e5b4-b00f-4d3a-a53f-e02417b6f2b3", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "application/javascript": [ + 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output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "import numpy as np\n", "import pandas as pd\n", "import requests\n", "import time\n", - "import datetime\n", - "from io import StringIO\n", "import folium\n", "import hvplot.pandas\n", "import holoviews as hv\n", @@ -90,24 +635,27 @@ "source": [ "## Obtain SWORD reach IDs\n", "\n", - "In this section, we identify a list of river IDs from the SWOT River Database [(SWORD)](https://www.swordexplorer.com/). One river reach ID has the format `CBBBBBRRRRT` and a node ID has the format, `CBBBBBRRRRNNNT` where `C` stands for continent, `B` for basin, `R` for reach, `N` for node, and `T` for type. The first 6 digits of the id (CBBBBB) are the [HydroBASINS](https://www.hydrosheds.org/products/hydrobasins) Pfafstetter level 6 basin code, where the first digit represents one of nine continental regions (1 = Africa, 2 = Europe, 3 = Siberia, 4 = Asia, 5 = Oceania, 6 = South America, 7 = North America, 8 = Arctic, 9 = Greenland), and the remaining digits are nested basin levels 2–6. In this example, we search by the beginning of a SWORD ID (basin code). For example, ID `732520` represents multiple reaches along the Savannah River and its tributaries in Georgia, USA. \n", + "In this section, we identify a list of river reach IDs from the SWOT River Database [(SWORD)](https://www.swordexplorer.com/). One river reach ID has the format `CBBBBBRRRRT` and a node ID has the format, `CBBBBBRRRRNNNT` where `C` stands for continent, `B` for basin, `R` for reach, `N` for node, and `T` for type. The first 6 digits of the id (CBBBBB) are the [HydroBASINS](https://www.hydrosheds.org/products/hydrobasins) Pfafstetter level 6 basin code, where the first digit represents one of nine continental regions (1 = Africa, 2 = Europe, 3 = Siberia, 4 = Asia, 5 = Oceania, 6 = South America, 7 = North America, 8 = Arctic, 9 = Greenland), and the remaining digits are nested basin levels 2–6.\n", + "\n", + "In this example, we will use river reach IDs from the Skagit River in Washington. In December 2025, major flooding occurred in western Washington driven by mountain rainfall in early December and a widespread precipitation event on December 8-11.\n", "\n", - "In this example, we will use river reach IDs from the Skagit River in Washington. Go to the SWOT River Database [(SWORD)](https://www.swordexplorer.com/), select the 'North America' tab, and select the basin that covers Washington State (basin 78). After a few moments, the individual river reaches will load in the map, as shown in the screenshot below. Zoom in to the Skagit River in northern Washington, click on the individual reaches, and note the reach IDs.\n", + "To identify the river reach IDs for Skagit River, go to [SWORD](https://www.swordexplorer.com/), select the 'North America' tab, and select the basin that covers Washington State (basin 78). After a few moments, the individual river reaches will load on the map, as shown in the screenshot below. Zoom in to the Skagit River in northern Washington, click on the individual reaches, and note the reach IDs.\n", "\n", "![image.png](attachment:a62ca4ab-e39e-498b-ba71-0f1d43ca856a.png)" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 6, "id": "acc22541-a47e-4cd7-9682-32e6359f8e8f", "metadata": { "tags": [] }, "outputs": [], "source": [ - "# Define Hydrocron URL and reach IDs\n", + "# Define the reach IDs and the Hydrocron URL\n", "\n", + "# reach IDs for Skagit River in Washington, US\n", "reach_ids = ['78310800191','78310800181','78310800171','78310800161','78310800081','78310800071',\n", " '78310800061','78310800051','78310800041','78310800031','78310800021','78310800015']\n", "\n", @@ -123,12 +671,14 @@ "\n", "Depending on how many reaches you are querying for, this section could take between seconds to minutes.\n", "\n", - "All parameter options are listed in the Hydrocron documentation: [https://podaac.github.io/hydrocron/timeseries/](https://podaac.github.io/hydrocron/timeseries/)" + "All parameter options are listed in the Hydrocron documentation: [https://podaac.github.io/hydrocron/timeseries/](https://podaac.github.io/hydrocron/timeseries/)\n", + "\n", + "Information about the fields (attributes that are available in the SWOT river shapefiles) can be found here: [https://podaac.github.io/hydrocron/user-guide/fields/](https://podaac.github.io/hydrocron/user-guide/fields/)" ] }, { "cell_type": "code", - "execution_count": 86, + "execution_count": 3, "id": "b6840527-b9cd-434f-874d-696f5e40e65f", "metadata": { "tags": [] @@ -138,7 +688,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Query time: 24.15055009999196\n" + "Query time: 24.892873500008136\n" ] }, { @@ -162,99 +712,57 @@ " \n", " \n", " \n", - " collection_shortname\n", " reach_id\n", " time_str\n", " wse\n", " wse_u\n", - " width\n", - " width_u\n", - " reach_q\n", - " partial_f\n", " wse_units\n", " wse_u_units\n", - " width_units\n", - " width_u_units\n", " \n", " \n", " \n", " \n", " 1\n", - " SWOT_L2_HR_RiverSP_D\n", " 78310800191\n", " 2025-10-09 18:44:58+00:00\n", " 132.3752\n", " 0.09629\n", - " 81.969054\n", - " 0.696908\n", - " 1\n", - " 0\n", - " m\n", - " m\n", " m\n", " m\n", " \n", " \n", " 2\n", - " SWOT_L2_HR_RiverSP_D\n", " 78310800191\n", " 2025-10-13 08:06:53+00:00\n", " 132.4446\n", " 0.09850\n", - " 86.773122\n", - " 0.755877\n", - " 1\n", - " 0\n", - " m\n", - " m\n", " m\n", " m\n", " \n", " \n", " 3\n", - " SWOT_L2_HR_RiverSP_D\n", " 78310800191\n", " 2025-10-20 17:07:51+00:00\n", " 132.1659\n", " 0.17033\n", - " 55.995169\n", - " 0.449280\n", - " 1\n", - " 0\n", - " m\n", - " m\n", " m\n", " m\n", " \n", " \n", " 5\n", - " SWOT_L2_HR_RiverSP_D\n", " 78310800191\n", " 2025-10-30 15:30:05+00:00\n", " 132.5509\n", " 0.09756\n", - " 102.303175\n", - " 0.840139\n", - " 1\n", - " 0\n", - " m\n", - " m\n", " m\n", " m\n", " \n", " \n", " 6\n", - " SWOT_L2_HR_RiverSP_D\n", " 78310800191\n", " 2025-11-03 04:51:59+00:00\n", " 132.7871\n", " 0.10375\n", - " 100.885663\n", - " 0.839425\n", - " 1\n", - " 0\n", - " m\n", - " m\n", " m\n", " m\n", " \n", @@ -266,140 +774,85 @@ " ...\n", " ...\n", " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", - " ...\n", " \n", " \n", " 235\n", - " SWOT_L2_HR_RiverSP_D\n", " 78310800015\n", " 2025-12-25 20:44:51+00:00\n", " 2.1087\n", " 0.09587\n", - " 130.248519\n", - " 2.083967\n", - " 2\n", - " 0\n", - " m\n", - " m\n", " m\n", " m\n", " \n", " \n", " 236\n", - " SWOT_L2_HR_RiverSP_D\n", " 78310800015\n", " 2026-01-02 05:45:57+00:00\n", " 1.3743\n", " 0.25852\n", - " 93.632380\n", - " 0.115867\n", - " 1\n", - " 1\n", - " m\n", - " m\n", " m\n", " m\n", " \n", " \n", " 237\n", - " SWOT_L2_HR_RiverSP_D\n", " 78310800015\n", " 2026-01-12 04:08:09+00:00\n", " 1.3693\n", " 0.09339\n", - " 365.498143\n", - " 1.700335\n", - " 1\n", - " 0\n", - " m\n", - " m\n", " m\n", " m\n", " \n", " \n", " 238\n", - " SWOT_L2_HR_RiverSP_D\n", " 78310800015\n", " 2026-01-15 17:29:55+00:00\n", " 2.2662\n", " 0.09627\n", - " 135.574666\n", - " 2.010833\n", - " 2\n", - " 0\n", - " m\n", - " m\n", " m\n", " m\n", " \n", " \n", " 239\n", - " SWOT_L2_HR_RiverSP_D\n", " 78310800015\n", " 2026-01-23 02:31:01+00:00\n", " 1.7769\n", " 0.21807\n", - " 85.291240\n", - " 0.061965\n", - " 1\n", - " 1\n", - " m\n", - " m\n", " m\n", " m\n", " \n", " \n", "\n", - "

193 rows × 13 columns

\n", + "

193 rows × 6 columns

\n", "" ], "text/plain": [ - " collection_shortname reach_id time_str wse \\\n", - "1 SWOT_L2_HR_RiverSP_D 78310800191 2025-10-09 18:44:58+00:00 132.3752 \n", - "2 SWOT_L2_HR_RiverSP_D 78310800191 2025-10-13 08:06:53+00:00 132.4446 \n", - "3 SWOT_L2_HR_RiverSP_D 78310800191 2025-10-20 17:07:51+00:00 132.1659 \n", - "5 SWOT_L2_HR_RiverSP_D 78310800191 2025-10-30 15:30:05+00:00 132.5509 \n", - "6 SWOT_L2_HR_RiverSP_D 78310800191 2025-11-03 04:51:59+00:00 132.7871 \n", - ".. ... ... ... ... \n", - "235 SWOT_L2_HR_RiverSP_D 78310800015 2025-12-25 20:44:51+00:00 2.1087 \n", - "236 SWOT_L2_HR_RiverSP_D 78310800015 2026-01-02 05:45:57+00:00 1.3743 \n", - "237 SWOT_L2_HR_RiverSP_D 78310800015 2026-01-12 04:08:09+00:00 1.3693 \n", - "238 SWOT_L2_HR_RiverSP_D 78310800015 2026-01-15 17:29:55+00:00 2.2662 \n", - "239 SWOT_L2_HR_RiverSP_D 78310800015 2026-01-23 02:31:01+00:00 1.7769 \n", - "\n", - " wse_u width width_u reach_q partial_f wse_units wse_u_units \\\n", - "1 0.09629 81.969054 0.696908 1 0 m m \n", - "2 0.09850 86.773122 0.755877 1 0 m m \n", - "3 0.17033 55.995169 0.449280 1 0 m m \n", - "5 0.09756 102.303175 0.840139 1 0 m m \n", - "6 0.10375 100.885663 0.839425 1 0 m m \n", - ".. ... ... ... ... ... ... ... \n", - "235 0.09587 130.248519 2.083967 2 0 m m \n", - "236 0.25852 93.632380 0.115867 1 1 m m \n", - "237 0.09339 365.498143 1.700335 1 0 m m \n", - "238 0.09627 135.574666 2.010833 2 0 m m \n", - "239 0.21807 85.291240 0.061965 1 1 m m \n", - "\n", - " width_units width_u_units \n", - "1 m m \n", - "2 m m \n", - "3 m m \n", - "5 m m \n", - "6 m m \n", - ".. ... ... \n", - "235 m m \n", - "236 m m \n", - "237 m m \n", - "238 m m \n", - "239 m m \n", - "\n", - "[193 rows x 13 columns]" + " reach_id time_str wse wse_u wse_units \\\n", + "1 78310800191 2025-10-09 18:44:58+00:00 132.3752 0.09629 m \n", + "2 78310800191 2025-10-13 08:06:53+00:00 132.4446 0.09850 m \n", + "3 78310800191 2025-10-20 17:07:51+00:00 132.1659 0.17033 m \n", + "5 78310800191 2025-10-30 15:30:05+00:00 132.5509 0.09756 m \n", + "6 78310800191 2025-11-03 04:51:59+00:00 132.7871 0.10375 m \n", + ".. ... ... ... ... ... \n", + "235 78310800015 2025-12-25 20:44:51+00:00 2.1087 0.09587 m \n", + "236 78310800015 2026-01-02 05:45:57+00:00 1.3743 0.25852 m \n", + "237 78310800015 2026-01-12 04:08:09+00:00 1.3693 0.09339 m \n", + "238 78310800015 2026-01-15 17:29:55+00:00 2.2662 0.09627 m \n", + "239 78310800015 2026-01-23 02:31:01+00:00 1.7769 0.21807 m \n", + "\n", + " wse_u_units \n", + "1 m \n", + "2 m \n", + "3 m \n", + "5 m \n", + "6 m \n", + ".. ... \n", + "235 m \n", + "236 m \n", + "237 m \n", + "238 m \n", + "239 m \n", + "\n", + "[193 rows x 6 columns]" ] }, "metadata": {}, @@ -407,6 +860,14 @@ } ], "source": [ + "# define a start and end time for retrieving SWOT riverSP data\n", + "start_time = \"2025-10-01T00:00:00Z\"\n", + "end_time = \"2026-01-31T00:00:00Z\"\n", + "\n", + "# define the fields you want to retrieve\n", + "fields = \"reach_id,time_str,wse,wse_u,geometry\"\n", + "\n", + "\n", "def query_hydrocron(query_url, reach_id, start_time, end_time, fields):\n", " \"\"\"Query Hydrocron for reach-level time series data and geometry.\"\"\"\n", "\n", @@ -419,7 +880,9 @@ " \"fields\": fields\n", " }\n", "\n", - " response = requests.get(query_url, params=params).json()\n", + " response = requests.get(query_url, params=params)\n", + " response.raise_for_status()\n", + " response = response.json()\n", "\n", " if \"results\" in response:\n", " geojson_data = response[\"results\"][\"geojson\"]\n", @@ -436,11 +899,9 @@ "\n", "\n", "t0 = time.perf_counter()\n", - "start_time = \"2025-10-01T00:00:00Z\"\n", - "end_time = \"2026-01-31T00:00:00Z\"\n", - "fields = \"collection_shortname, reach_id, time_str, wse, wse_u, width, width_u, geometry, reach_q, partial_f\"\n", + "\n", "results = []\n", - "geojson_results = []\n", + "geojson_results = {}\n", "\n", "for reach in reach_ids:\n", "\n", @@ -456,15 +917,12 @@ " results.append(df_reach)\n", "\n", " if geojson_data is not None:\n", - " geojson_results.append(geojson_data)\n", - " \n", + " geojson_results[reach] = geojson_data\n", " \n", "if results:\n", " df = pd.concat(results, ignore_index=True)\n", - " df[\"wse\"] = pd.to_numeric(df[\"wse\"], errors=\"coerce\") \n", + " df[\"wse\"] = pd.to_numeric(df[\"wse\"], errors=\"coerce\") # errors=\"coerce\" replaces values with NaN if they can't be converted to the indicated type rather than throwing an error\n", " df[\"wse_u\"] = pd.to_numeric(df[\"wse_u\"], errors=\"coerce\") \n", - " df[\"width\"] = pd.to_numeric(df[\"width\"], errors=\"coerce\") \n", - " df[\"width_u\"] = pd.to_numeric(df[\"width_u\"], errors=\"coerce\") \n", " df[\"time_str\"] = pd.to_datetime(df[\"time_str\"], errors=\"coerce\") \n", " df = df.dropna(subset=[\"time_str\"])\n", "else:\n", @@ -475,9 +933,18 @@ "display(df)" ] }, + { + "cell_type": "markdown", + "id": "0f24b6bd-6950-4ecd-bfd3-7f30cc4bf22a", + "metadata": {}, + "source": [ + "Note: Interactive Folium maps and hvPlot visualizations may not render in GitHub's notebook preview.
\n", + "Run the notebook locally in JupyterLab to view these outputs." + ] + }, { "cell_type": "code", - "execution_count": 87, + "execution_count": 7, "id": "9c7299c5-5d3a-4067-a107-c1068451105d", "metadata": { "tags": [] @@ -513,7 +980,7 @@ " <meta name="viewport" content="width=device-width,\n", " initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />\n", " <style>\n", - " #map_fb1285b3bd829ea3ff41ab049b70a5ec {\n", + " #map_38805e6c3986925492819fbd55643826 {\n", " position: relative;\n", " width: 100.0%;\n", " height: 100.0%;\n", @@ -719,14 +1186,14 @@ "<body>\n", " \n", " \n", - " <div class="folium-map" id="map_fb1285b3bd829ea3ff41ab049b70a5ec" ></div>\n", + " <div class="folium-map" id="map_38805e6c3986925492819fbd55643826" ></div>\n", " \n", "</body>\n", "<script>\n", " \n", " \n", - " var map_fb1285b3bd829ea3ff41ab049b70a5ec = L.map(\n", - " "map_fb1285b3bd829ea3ff41ab049b70a5ec",\n", + " var map_38805e6c3986925492819fbd55643826 = L.map(\n", + " "map_38805e6c3986925492819fbd55643826",\n", " {\n", " center: [0, 0],\n", " crs: L.CRS.EPSG3857,\n", @@ -740,39 +1207,39 @@ "\n", " \n", " \n", - " var tile_layer_c3171b4159bf689147294bad6dd5420c = L.tileLayer(\n", + " var tile_layer_d0b98c82bf491a7b247d54d02973f792 = L.tileLayer(\n", " "https://cartodb-basemaps-{s}.global.ssl.fastly.net/light_all/{z}/{x}/{y}.png",\n", " {"attribution": "\\u0026copy; \\u003ca target=\\"_blank\\" href=\\"http://www.openstreetmap.org/copyright\\"\\u003eOpenStreetMap\\u003c/a\\u003e contributors \\u0026copy; \\u003ca target=\\"_blank\\" href=\\"http://cartodb.com/attributions\\"\\u003eCartoDB\\u003c/a\\u003e, CartoDB \\u003ca target=\\"_blank\\" href =\\"http://cartodb.com/attributions\\"\\u003eattributions\\u003c/a\\u003e", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}\n", - " ).addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " ).addTo(map_38805e6c3986925492819fbd55643826);\n", " \n", " \n", - " function geo_json_07d8e0d410cfc2e355954dd2a7cbf8b3_styler(feature) {\n", + " function geo_json_dc900bc77e6b23a10c1825f443d89973_styler(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"color": "#1f77b4", "weight": 4};\n", " }\n", " }\n", "\n", - " function geo_json_07d8e0d410cfc2e355954dd2a7cbf8b3_onEachFeature(feature, layer) {\n", + " function geo_json_dc900bc77e6b23a10c1825f443d89973_onEachFeature(feature, layer) {\n", " layer.on({\n", " });\n", " };\n", - " var geo_json_07d8e0d410cfc2e355954dd2a7cbf8b3 = L.geoJson(null, {\n", - " onEachFeature: geo_json_07d8e0d410cfc2e355954dd2a7cbf8b3_onEachFeature,\n", + " var geo_json_dc900bc77e6b23a10c1825f443d89973 = L.geoJson(null, {\n", + " onEachFeature: geo_json_dc900bc77e6b23a10c1825f443d89973_onEachFeature,\n", " \n", - " style: geo_json_07d8e0d410cfc2e355954dd2a7cbf8b3_styler,\n", + " style: geo_json_dc900bc77e6b23a10c1825f443d89973_styler,\n", " });\n", "\n", - " function geo_json_07d8e0d410cfc2e355954dd2a7cbf8b3_add (data) {\n", - " geo_json_07d8e0d410cfc2e355954dd2a7cbf8b3\n", + " function geo_json_dc900bc77e6b23a10c1825f443d89973_add (data) {\n", + " geo_json_dc900bc77e6b23a10c1825f443d89973\n", " .addData(data)\n", - " .addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " .addTo(map_38805e6c3986925492819fbd55643826);\n", " }\n", - " geo_json_07d8e0d410cfc2e355954dd2a7cbf8b3_add({"features": [{"geometry": {"coordinates": [[-121.349444, 48.618928], [-121.349191, 48.619194], [-121.348938, 48.61946], [-121.348604, 48.619725], [-121.348351, 48.619991], [-121.348098, 48.620258], [-121.347845, 48.620524], [-121.347592, 48.62079], [-121.347421, 48.621058], [-121.347168, 48.621324], [-121.346915, 48.62159], [-121.346581, 48.621855], [-121.346248, 48.622066], [-121.345836, 48.622222], [-121.345424, 48.622379], [-121.345011, 48.622535], [-121.344599, 48.622691], [-121.344185, 48.622901], [-121.343769, 48.623164], [-121.343354, 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geo_json_07d8e0d410cfc2e355954dd2a7cbf8b3.bindTooltip(\n", + " geo_json_dc900bc77e6b23a10c1825f443d89973.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -796,33 +1263,33 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " function geo_json_791b151d68fcf68674295c559fd13616_styler(feature) {\n", + " function geo_json_17363affffc9a819b4f0ec4b0b1e353f_styler(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"color": "#aec7e8", "weight": 4};\n", " }\n", " }\n", "\n", - " function geo_json_791b151d68fcf68674295c559fd13616_onEachFeature(feature, layer) {\n", + " function geo_json_17363affffc9a819b4f0ec4b0b1e353f_onEachFeature(feature, layer) {\n", " layer.on({\n", " });\n", " };\n", - " var geo_json_791b151d68fcf68674295c559fd13616 = L.geoJson(null, {\n", - " onEachFeature: geo_json_791b151d68fcf68674295c559fd13616_onEachFeature,\n", + " var geo_json_17363affffc9a819b4f0ec4b0b1e353f = L.geoJson(null, {\n", + " onEachFeature: geo_json_17363affffc9a819b4f0ec4b0b1e353f_onEachFeature,\n", " \n", - " style: geo_json_791b151d68fcf68674295c559fd13616_styler,\n", + " style: geo_json_17363affffc9a819b4f0ec4b0b1e353f_styler,\n", " });\n", "\n", - " function geo_json_791b151d68fcf68674295c559fd13616_add (data) {\n", - " geo_json_791b151d68fcf68674295c559fd13616\n", + " function geo_json_17363affffc9a819b4f0ec4b0b1e353f_add (data) {\n", + " geo_json_17363affffc9a819b4f0ec4b0b1e353f\n", " .addData(data)\n", - " .addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " .addTo(map_38805e6c3986925492819fbd55643826);\n", " }\n", - " geo_json_791b151d68fcf68674295c559fd13616_add({"features": [{"geometry": {"coordinates": [[-121.416184, 48.554549], [-121.41585, 48.554814], [-121.415517, 48.55508], [-121.415102, 48.555344], [-121.414687, 48.555608], [-121.414272, 48.555872], [-121.413858, 48.556136], [-121.413443, 48.5564], [-121.413109, 48.556666], [-121.412776, 48.556931], [-121.412442, 48.557196], [-121.41219, 48.557463], [-121.412019, 48.55773], [-121.411848, 48.557998], [-121.411758, 48.558267], [-121.411668, 48.558535], [-121.411578, 48.558804], [-121.411407, 48.559071], [-121.411236, 48.559339], [-121.410984, 48.559605], [-121.410732, 48.559872], [-121.41048, 48.560138], [-121.410227, 48.560405], [-121.409975, 48.560671], [-121.409804, 48.560939], [-121.409633, 48.561206], [-121.409462, 48.561474], [-121.409291, 48.561741], [-121.409038, 48.562008], [-121.408786, 48.562274], [-121.408534, 48.56254], [-121.408281, 48.562807], [-121.408029, 48.563073], [-121.407858, 48.563341], [-121.407687, 48.563608], [-121.407597, 48.563877], [-121.407426, 48.564145], [-121.407336, 48.564413], [-121.407247, 48.564682], [-121.407238, 48.564952], [-121.40723, 48.565221], [-121.407302, 48.565492], [-121.407457, 48.565764], [-121.407611, 48.566036], [-121.407765, 48.566308], [-121.408, 48.566582], [-121.408236, 48.566855], [-121.408308, 48.567126], [-121.408381, 48.567397], [-121.408373, 48.567666], 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[-121.360396, 48.612606], [-121.360387, 48.612876], [-121.360379, 48.613146], [-121.360289, 48.613415], [-121.360117, 48.613682], [-121.359946, 48.613949], [-121.359693, 48.614216], [-121.359358, 48.614481], [-121.359026, 48.614692], [-121.358694, 48.614903], [-121.358281, 48.615059], [-121.357871, 48.615161], [-121.357461, 48.615264], [-121.357049, 48.61542], [-121.356638, 48.615522], [-121.356228, 48.615624], [-121.355817, 48.615726], [-121.355407, 48.615828], [-121.354998, 48.615876], [-121.354588, 48.615978], [-121.354176, 48.616134], [-121.353764, 48.61629], [-121.353353, 48.616392], [-121.352943, 48.616495], [-121.352533, 48.616597], [-121.352122, 48.616699], [-121.351791, 48.616856], [-121.351459, 48.617067], [-121.351125, 48.617332], [-121.35079, 48.617597], [-121.350537, 48.617864], [-121.350203, 48.618129], [-121.34995, 48.618395], [-121.349697, 48.618661], [-121.349444, 48.618928], [-121.349191, 48.619194]], "type": "LineString"}, "id": "22", "properties": {"reach_id": "78310800181", "time_str": "2026-01-25T15:52:15Z", "wse": "107.3942", "wse_u": "0.09518", "wse_u_units": "m", "wse_units": "m"}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_791b151d68fcf68674295c559fd13616.bindTooltip(\n", + " geo_json_17363affffc9a819b4f0ec4b0b1e353f.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -846,33 +1313,33 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " function geo_json_2fe4849a6f02fa90ebf0b30a573b166a_styler(feature) {\n", + " function geo_json_76081cb59be4f61a1e3b1012886c2db4_styler(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"color": "#ffbb78", "weight": 4};\n", " }\n", " }\n", "\n", - " function geo_json_2fe4849a6f02fa90ebf0b30a573b166a_onEachFeature(feature, layer) {\n", + " function geo_json_76081cb59be4f61a1e3b1012886c2db4_onEachFeature(feature, layer) {\n", " layer.on({\n", " });\n", " };\n", - " var geo_json_2fe4849a6f02fa90ebf0b30a573b166a = L.geoJson(null, {\n", - " onEachFeature: geo_json_2fe4849a6f02fa90ebf0b30a573b166a_onEachFeature,\n", + " var geo_json_76081cb59be4f61a1e3b1012886c2db4 = L.geoJson(null, {\n", + " onEachFeature: geo_json_76081cb59be4f61a1e3b1012886c2db4_onEachFeature,\n", " \n", - " style: geo_json_2fe4849a6f02fa90ebf0b30a573b166a_styler,\n", + " style: geo_json_76081cb59be4f61a1e3b1012886c2db4_styler,\n", " });\n", "\n", - " function geo_json_2fe4849a6f02fa90ebf0b30a573b166a_add (data) {\n", - " geo_json_2fe4849a6f02fa90ebf0b30a573b166a\n", + " function geo_json_76081cb59be4f61a1e3b1012886c2db4_add (data) {\n", + " geo_json_76081cb59be4f61a1e3b1012886c2db4\n", " .addData(data)\n", - " .addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " .addTo(map_38805e6c3986925492819fbd55643826);\n", " }\n", - " geo_json_2fe4849a6f02fa90ebf0b30a573b166a_add({"features": [{"geometry": {"coordinates": [[-121.489824, 48.503609], [-121.489413, 48.503766], [-121.489002, 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48.549769], [-121.421691, 48.550036], [-121.42152, 48.550304], [-121.421349, 48.550571], [-121.421178, 48.550839], [-121.421007, 48.551106], [-121.420755, 48.551373], [-121.420421, 48.551638], [-121.420088, 48.551904], [-121.419673, 48.552168], [-121.419258, 48.552432], [-121.418844, 48.552696], [-121.418429, 48.55296], [-121.418014, 48.553225], [-121.417599, 48.553489], [-121.417184, 48.553753], [-121.416851, 48.554018], [-121.416517, 48.554284], [-121.416184, 48.554549], [-121.41585, 48.554814]], "type": "LineString"}, "id": "22", "properties": {"reach_id": "78310800171", "time_str": "2026-01-25T15:52:14Z", "wse": "90.3457", "wse_u": "0.09382", "wse_u_units": "m", "wse_units": "m"}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_2fe4849a6f02fa90ebf0b30a573b166a.bindTooltip(\n", + " geo_json_76081cb59be4f61a1e3b1012886c2db4.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -896,33 +1363,33 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " function geo_json_0503da0872d8c2274fab2591a018c51a_styler(feature) {\n", + " function geo_json_59274027b3508baf18b63cc08794ee12_styler(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"color": "#98df8a", "weight": 4};\n", " }\n", " }\n", "\n", - " function geo_json_0503da0872d8c2274fab2591a018c51a_onEachFeature(feature, layer) {\n", + " function geo_json_59274027b3508baf18b63cc08794ee12_onEachFeature(feature, layer) {\n", " layer.on({\n", " });\n", " };\n", - " var geo_json_0503da0872d8c2274fab2591a018c51a = L.geoJson(null, {\n", - " onEachFeature: geo_json_0503da0872d8c2274fab2591a018c51a_onEachFeature,\n", + " var geo_json_59274027b3508baf18b63cc08794ee12 = L.geoJson(null, {\n", + " onEachFeature: geo_json_59274027b3508baf18b63cc08794ee12_onEachFeature,\n", " \n", - " style: geo_json_0503da0872d8c2274fab2591a018c51a_styler,\n", + " style: geo_json_59274027b3508baf18b63cc08794ee12_styler,\n", " });\n", "\n", - " function geo_json_0503da0872d8c2274fab2591a018c51a_add (data) {\n", - " geo_json_0503da0872d8c2274fab2591a018c51a\n", + " function geo_json_59274027b3508baf18b63cc08794ee12_add (data) {\n", + " geo_json_59274027b3508baf18b63cc08794ee12\n", " .addData(data)\n", - " .addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " .addTo(map_38805e6c3986925492819fbd55643826);\n", " }\n", - " geo_json_0503da0872d8c2274fab2591a018c51a_add({"features": [{"geometry": {"coordinates": [[-121.606606, 48.480899], [-121.606193, 48.481164], [-121.605787, 48.481159], [-121.605374, 48.481424], [-121.604965, 48.481527], [-121.604557, 48.48163], [-121.604148, 48.481733], [-121.603742, 48.481728], [-121.603335, 48.481777], [-121.602929, 48.481772], [-121.602521, 48.481821], [-121.602114, 48.48187], [-121.601707, 48.48192], [-121.601299, 48.481969], [-121.600889, 48.482126], [-121.600482, 48.482175], [-121.600074, 48.482224], [-121.599666, 48.482327], [-121.599257, 48.48243], [-121.598849, 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[-121.491728, 48.502393], [-121.491396, 48.502658], [-121.491063, 48.502924], [-121.490649, 48.503188], [-121.490236, 48.503399], [-121.489824, 48.503609], [-121.489413, 48.503766]], "type": "LineString"}, "id": "22", "properties": {"reach_id": "78310800161", "time_str": "2026-01-25T15:52:13Z", "wse": "72.7017", "wse_u": "0.0937", "wse_u_units": "m", "wse_units": "m"}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_0503da0872d8c2274fab2591a018c51a.bindTooltip(\n", + " geo_json_59274027b3508baf18b63cc08794ee12.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -946,33 +1413,33 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " function geo_json_a9cece03fbb0e04b0d9be8911ea94509_styler(feature) {\n", + " function geo_json_dc97e7883b45433bcd606e1d8650d162_styler(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"color": "#ff9896", "weight": 4};\n", " }\n", " }\n", "\n", - " function geo_json_a9cece03fbb0e04b0d9be8911ea94509_onEachFeature(feature, layer) {\n", + " function geo_json_dc97e7883b45433bcd606e1d8650d162_onEachFeature(feature, layer) {\n", " layer.on({\n", " });\n", " };\n", - " var geo_json_a9cece03fbb0e04b0d9be8911ea94509 = L.geoJson(null, {\n", - " onEachFeature: geo_json_a9cece03fbb0e04b0d9be8911ea94509_onEachFeature,\n", + " var geo_json_dc97e7883b45433bcd606e1d8650d162 = L.geoJson(null, {\n", + " onEachFeature: geo_json_dc97e7883b45433bcd606e1d8650d162_onEachFeature,\n", " \n", - " style: geo_json_a9cece03fbb0e04b0d9be8911ea94509_styler,\n", + " style: geo_json_dc97e7883b45433bcd606e1d8650d162_styler,\n", " });\n", "\n", - " function geo_json_a9cece03fbb0e04b0d9be8911ea94509_add (data) {\n", - " geo_json_a9cece03fbb0e04b0d9be8911ea94509\n", + " function geo_json_dc97e7883b45433bcd606e1d8650d162_add (data) {\n", + " geo_json_dc97e7883b45433bcd606e1d8650d162\n", " .addData(data)\n", - " .addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " .addTo(map_38805e6c3986925492819fbd55643826);\n", " }\n", - " geo_json_a9cece03fbb0e04b0d9be8911ea94509_add({"features": [{"geometry": {"coordinates": [[-121.741858, 48.527531], [-121.741608, 48.527798], [-121.741357, 48.528065], [-121.741107, 48.528332], [-121.740775, 48.528598], [-121.740606, 48.528867], [-121.740437, 48.529135], [-121.740349, 48.529404], [-121.74018, 48.529672], [-121.740011, 48.52994], [-121.739679, 48.530206], [-121.73951, 48.530474], [-121.739341, 48.530742], [-121.739171, 48.53101], [-121.739083, 48.531279], [-121.738995, 48.531548], [-121.738745, 48.531815], [-121.738413, 48.532081], [-121.738082, 48.532348], [-121.737669, 48.532613], [-121.737257, 48.532824], [-121.736845, 48.533036], [-121.736435, 48.533193], [-121.736025, 48.533351], [-121.735616, 48.533454], [-121.735207, 48.533558], [-121.734799, 48.533607], [-121.734392, 48.533657], [-121.733985, 48.533652], [-121.733579, 48.533648], [-121.733173, 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[-121.611026, 48.482572], [-121.610622, 48.482513], [-121.610218, 48.482454], [-121.609813, 48.482396], [-121.609409, 48.482337], [-121.609006, 48.482224], [-121.608602, 48.482165], [-121.608199, 48.482052], [-121.607797, 48.481885], [-121.607479, 48.481666], [-121.60716, 48.481446], [-121.607005, 48.481174], [-121.606606, 48.480899], [-121.606193, 48.481164], [-121.60702, 48.480634]], "type": "LineString"}, "id": "22", "properties": {"reach_id": "78310800081", "time_str": "2026-01-25T15:52:13Z", "wse": "56.8069", "wse_u": "0.09301", "wse_u_units": "m", "wse_units": "m"}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_a9cece03fbb0e04b0d9be8911ea94509.bindTooltip(\n", + " geo_json_dc97e7883b45433bcd606e1d8650d162.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -996,33 +1463,33 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " function geo_json_057f284c32483fe52f7fc2290fc866aa_styler(feature) {\n", + " function geo_json_de791e630764c3359721d148aff6a7d3_styler(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"color": "#c5b0d5", "weight": 4};\n", " }\n", " }\n", "\n", - " function geo_json_057f284c32483fe52f7fc2290fc866aa_onEachFeature(feature, layer) {\n", + " function geo_json_de791e630764c3359721d148aff6a7d3_onEachFeature(feature, layer) {\n", " layer.on({\n", " });\n", " };\n", - " var geo_json_057f284c32483fe52f7fc2290fc866aa = L.geoJson(null, {\n", - " onEachFeature: geo_json_057f284c32483fe52f7fc2290fc866aa_onEachFeature,\n", + " var geo_json_de791e630764c3359721d148aff6a7d3 = L.geoJson(null, {\n", + " onEachFeature: geo_json_de791e630764c3359721d148aff6a7d3_onEachFeature,\n", " \n", - " style: geo_json_057f284c32483fe52f7fc2290fc866aa_styler,\n", + " style: geo_json_de791e630764c3359721d148aff6a7d3_styler,\n", " });\n", "\n", - " function geo_json_057f284c32483fe52f7fc2290fc866aa_add (data) {\n", - " geo_json_057f284c32483fe52f7fc2290fc866aa\n", + " function geo_json_de791e630764c3359721d148aff6a7d3_add (data) {\n", + " geo_json_de791e630764c3359721d148aff6a7d3\n", " .addData(data)\n", - " .addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " .addTo(map_38805e6c3986925492819fbd55643826);\n", " }\n", - " geo_json_057f284c32483fe52f7fc2290fc866aa_add({"features": [{"geometry": {"coordinates": [[-121.84644, 48.53872], [-121.84603, 48.538878], [-121.84562, 48.539036], [-121.84521, 48.539194], [-121.844801, 48.539298], [-121.844393, 48.539348], [-121.843985, 48.539452], [-121.843577, 48.539501], [-121.843169, 48.539551], [-121.842762, 48.539601], [-121.842354, 48.539651], [-121.841949, 48.539593], [-121.841543, 48.539589], [-121.841138, 48.539531], [-121.840731, 48.539527], [-121.840325, 48.539523], [-121.839917, 48.539573], [-121.839511, 48.539568], [-121.839104, 48.539618], [-121.838697, 48.539614], [-121.838292, 48.539556], [-121.837887, 48.539498], [-121.837482, 48.53944], 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[-121.749198, 48.526477], [-121.748792, 48.526473], [-121.748386, 48.526468], [-121.747978, 48.526518], [-121.747572, 48.526513], [-121.747167, 48.526455], [-121.746762, 48.526397], [-121.746357, 48.526338], [-121.745954, 48.526226], [-121.745549, 48.526168], [-121.745142, 48.526217], [-121.744734, 48.526267], [-121.744326, 48.526316], [-121.743916, 48.526474], [-121.743507, 48.526577], [-121.743098, 48.526681], [-121.742688, 48.526838], [-121.742358, 48.52705], [-121.742109, 48.527264], [-121.741858, 48.527531], [-121.741608, 48.527798]], "type": "LineString"}, "id": "22", "properties": {"reach_id": "78310800071", "time_str": "2026-01-25T15:52:13Z", "wse": "43.99", "wse_u": "0.36935", "wse_u_units": "m", "wse_units": "m"}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_057f284c32483fe52f7fc2290fc866aa.bindTooltip(\n", + " geo_json_de791e630764c3359721d148aff6a7d3.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -1046,33 +1513,33 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " function geo_json_ed1ba526c00f89c39c81e9c3812fe6d0_styler(feature) {\n", + " function geo_json_bcf7f38b61c43bc6d2f6bf1f4c726c11_styler(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"color": "#8c564b", "weight": 4};\n", " }\n", " }\n", "\n", - " function geo_json_ed1ba526c00f89c39c81e9c3812fe6d0_onEachFeature(feature, layer) {\n", + " function geo_json_bcf7f38b61c43bc6d2f6bf1f4c726c11_onEachFeature(feature, layer) {\n", " layer.on({\n", " });\n", " };\n", - " var geo_json_ed1ba526c00f89c39c81e9c3812fe6d0 = L.geoJson(null, {\n", - " onEachFeature: geo_json_ed1ba526c00f89c39c81e9c3812fe6d0_onEachFeature,\n", + " var geo_json_bcf7f38b61c43bc6d2f6bf1f4c726c11 = L.geoJson(null, {\n", + " onEachFeature: geo_json_bcf7f38b61c43bc6d2f6bf1f4c726c11_onEachFeature,\n", " \n", - " style: geo_json_ed1ba526c00f89c39c81e9c3812fe6d0_styler,\n", + " style: geo_json_bcf7f38b61c43bc6d2f6bf1f4c726c11_styler,\n", " });\n", "\n", - " function geo_json_ed1ba526c00f89c39c81e9c3812fe6d0_add (data) {\n", - " geo_json_ed1ba526c00f89c39c81e9c3812fe6d0\n", + " function geo_json_bcf7f38b61c43bc6d2f6bf1f4c726c11_add (data) {\n", + " geo_json_bcf7f38b61c43bc6d2f6bf1f4c726c11\n", " .addData(data)\n", - " .addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " .addTo(map_38805e6c3986925492819fbd55643826);\n", " }\n", - " geo_json_ed1ba526c00f89c39c81e9c3812fe6d0_add({"features": [{"geometry": {"coordinates": [[-121.98062, 48.515534], [-121.980214, 48.515531], [-121.979808, 48.515527], [-121.9794, 48.515577], [-121.978994, 48.515574], [-121.978588, 48.51557], [-121.978182, 48.515567], [-121.977776, 48.515563], [-121.977368, 48.515613], [-121.976961, 48.515664], [-121.976554, 48.515714], [-121.976147, 48.515764], [-121.97574, 48.515761], [-121.975334, 48.515757], [-121.974927, 48.515808], [-121.97452, 48.515858], [-121.974112, 48.515908], [-121.973703, 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[-121.843085, 48.525408], [-121.842755, 48.52562], [-121.842096, 48.526046], [-121.841767, 48.526204], [-121.841028, 48.526521], [-121.8407, 48.526679], [-121.84004, 48.527105], [-121.839464, 48.527423], [-121.839135, 48.527581], [-121.838476, 48.527952], [-121.838146, 48.528165], [-121.837816, 48.528378], [-121.837486, 48.52859], [-121.837157, 48.528803], [-121.836907, 48.52907], [-121.836657, 48.529338], [-121.836407, 48.529605], [-121.836238, 48.529873], [-121.836232, 48.530143], [-121.836307, 48.530414], [-121.836544, 48.530686], [-121.836863, 48.530959], [-121.837263, 48.531233], [-121.837664, 48.531507], [-121.838064, 48.531781], [-121.838465, 48.532001], [-121.838868, 48.532167], [-121.839271, 48.532279], [-121.839676, 48.532337], [-121.840083, 48.532341], [-121.840489, 48.532345], [-121.840895, 48.532349], [-121.841302, 48.532353], [-121.841709, 48.532303], [-121.842115, 48.532307], [-121.842522, 48.532312], [-121.842928, 48.532316], [-121.843335, 48.532266], [-121.843742, 48.53227], [-121.84415, 48.532166], [-121.84456, 48.532008], [-121.844969, 48.531904], [-121.845377, 48.531854], [-121.845784, 48.531805], [-121.846192, 48.531755], [-121.846598, 48.531759], [-121.847005, 48.531709], [-121.847413, 48.531659], [-121.847822, 48.531555], [-121.84823, 48.531451], [-121.848639, 48.531347], [-121.849047, 48.531297], [-121.849453, 48.531301], [-121.849857, 48.531413], [-121.850258, 48.531633], [-121.850658, 48.531907], [-121.850977, 48.53218], [-121.851296, 48.532453], [-121.851534, 48.532726], [-121.85169, 48.532997], [-121.851765, 48.533268], [-121.851841, 48.533538], [-121.851834, 48.533808], [-121.851828, 48.534078], [-121.851822, 48.534348], [-121.851816, 48.534618], [-121.851729, 48.534887], [-121.851641, 48.535156], [-121.851473, 48.535424], [-121.851223, 48.535691], [-121.850973, 48.535959], [-121.850723, 48.536226], [-121.850392, 48.536493], [-121.850061, 48.536759], [-121.84973, 48.537026], [-121.849317, 48.537292], [-121.848905, 48.537558], [-121.848492, 48.537823], [-121.848081, 48.538035], [-121.84767, 48.538247], [-121.84726, 48.538405], [-121.84685, 48.538563], [-121.84644, 48.53872], [-121.84603, 48.538878]], "type": "LineString"}, "id": "22", "properties": {"reach_id": "78310800061", "time_str": "no_data", "wse": "-999999999999.0", "wse_u": "-999999999999.0", "wse_u_units": "m", "wse_units": "m"}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_ed1ba526c00f89c39c81e9c3812fe6d0.bindTooltip(\n", + " geo_json_bcf7f38b61c43bc6d2f6bf1f4c726c11.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -1096,33 +1563,33 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " function geo_json_3122fd8399779e5dc4dce03de74f2c09_styler(feature) {\n", + " function geo_json_6b66b36771857ba37f941d3cab6e3be5_styler(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"color": "#e377c2", "weight": 4};\n", " }\n", " }\n", "\n", - " function geo_json_3122fd8399779e5dc4dce03de74f2c09_onEachFeature(feature, layer) {\n", + " function geo_json_6b66b36771857ba37f941d3cab6e3be5_onEachFeature(feature, layer) {\n", " layer.on({\n", " });\n", " };\n", - " var geo_json_3122fd8399779e5dc4dce03de74f2c09 = L.geoJson(null, {\n", - " onEachFeature: geo_json_3122fd8399779e5dc4dce03de74f2c09_onEachFeature,\n", + " var geo_json_6b66b36771857ba37f941d3cab6e3be5 = L.geoJson(null, {\n", + " onEachFeature: geo_json_6b66b36771857ba37f941d3cab6e3be5_onEachFeature,\n", " \n", - " style: geo_json_3122fd8399779e5dc4dce03de74f2c09_styler,\n", + " style: geo_json_6b66b36771857ba37f941d3cab6e3be5_styler,\n", " });\n", "\n", - " function geo_json_3122fd8399779e5dc4dce03de74f2c09_add (data) {\n", - " geo_json_3122fd8399779e5dc4dce03de74f2c09\n", + " function geo_json_6b66b36771857ba37f941d3cab6e3be5_add (data) {\n", + " geo_json_6b66b36771857ba37f941d3cab6e3be5\n", " .addData(data)\n", - " .addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " .addTo(map_38805e6c3986925492819fbd55643826);\n", " }\n", - " geo_json_3122fd8399779e5dc4dce03de74f2c09_add({"features": [{"geometry": {"coordinates": [[-122.106697, 48.507405], [-122.106289, 48.50751], [-122.10588, 48.507669], [-122.105471, 48.507828], [-122.105061, 48.50804], [-122.104733, 48.508254], [-122.104403, 48.508521], [-122.104073, 48.508788], [-122.103744, 48.509056], [-122.103576, 48.509324], [-122.103328, 48.509592], [-122.103079, 48.50986], [-122.102912, 48.510129], [-122.102826, 48.510398], [-122.102578, 48.510666], [-122.102411, 48.510935], [-122.102325, 48.511204], [-122.102157, 48.511472], [-122.10199, 48.511741], [-122.101823, 48.51201], [-122.101574, 48.512278], [-122.101245, 48.512545], [-122.100916, 48.512758], [-122.100506, 48.512971], [-122.100097, 48.51313], [-122.099688, 48.513288], [-122.09928, 48.513393], [-122.098872, 48.513498], [-122.098464, 48.513603], [-122.098056, 48.513707], [-122.097648, 48.513812], [-122.097239, 48.513917], [-122.096831, 48.514022], [-122.096423, 48.514126], [-122.096015, 48.514231], [-122.095608, 48.514282], [-122.095201, 48.514333], [-122.094794, 48.514384], [-122.094389, 48.514326], [-122.093983, 48.514269], [-122.093577, 48.514266], [-122.093171, 48.514263], [-122.092765, 48.51426], [-122.092357, 48.514364], [-122.091949, 48.514469], [-122.091541, 48.514574], [-122.091132, 48.514679], [-122.090723, 48.514837], [-122.090314, 48.514996], [-122.089905, 48.515155], [-122.089496, 48.515313], [-122.089086, 48.515526], [-122.088676, 48.515739], [-122.088266, 48.515951], [-122.087855, 48.516218], [-122.087444, 48.516485], [-122.087033, 48.516751], [-122.086623, 48.516964], [-122.086213, 48.517177], [-122.085804, 48.517335], [-122.085394, 48.517494], [-122.084985, 48.517653], [-122.084576, 48.517811], [-122.084167, 48.51797], [-122.083758, 48.518129], [-122.083349, 48.518287], [-122.082941, 48.518392], [-122.082533, 48.518497], [-122.082124, 48.518602], 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48.523594], [-122.00687, 48.523483], [-122.006466, 48.523371], [-122.006061, 48.523314], [-122.005655, 48.52331], [-122.005248, 48.523307], [-122.004844, 48.523195], [-122.00444, 48.523084], [-122.004037, 48.522918], [-122.003634, 48.522753], [-122.00323, 48.522642], [-122.002826, 48.52253], [-122.002423, 48.522365], [-122.002019, 48.522253], [-122.001616, 48.522088], [-122.001214, 48.521868], [-122.000812, 48.521649], [-122.00041, 48.52143], [-122.000008, 48.52121], [-121.999606, 48.520991], [-121.999204, 48.520771], [-121.998802, 48.520552], [-121.9984, 48.520333], [-121.99808, 48.52006], [-121.997439, 48.519622], [-121.997117, 48.519458], [-121.996555, 48.519129], [-121.995913, 48.518692], [-121.995592, 48.518527], [-121.994867, 48.518197], [-121.994545, 48.518032], [-121.994221, 48.517975], [-121.993899, 48.51781], [-121.993256, 48.517481], [-121.992934, 48.517316], [-121.992614, 48.517097], [-121.992293, 48.516879], [-121.991569, 48.516494], [-121.991166, 48.516329], [-121.990763, 48.516163], [-121.990359, 48.516052], [-121.989955, 48.51594], [-121.98955, 48.515883], [-121.989144, 48.515879], [-121.988739, 48.515822], [-121.988335, 48.51571], [-121.987929, 48.515707], [-121.987524, 48.515649], [-121.987119, 48.515592], [-121.986712, 48.515588], [-121.986305, 48.515638], [-121.9859, 48.515581], [-121.985495, 48.515523], [-121.98509, 48.515466], [-121.984685, 48.515408], [-121.98428, 48.515351], [-121.983874, 48.515347], [-121.983467, 48.515344], [-121.983061, 48.51534], [-121.982654, 48.51539], [-121.982247, 48.515441], [-121.981839, 48.515491], [-121.981433, 48.515487], [-121.981026, 48.515538], [-121.98062, 48.515534], [-121.980214, 48.515531]], "type": "LineString"}, "id": "16", "properties": {"reach_id": "78310800051", "time_str": "no_data", "wse": "-999999999999.0", "wse_u": "-999999999999.0", "wse_u_units": "m", "wse_units": "m"}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_3122fd8399779e5dc4dce03de74f2c09.bindTooltip(\n", + " geo_json_6b66b36771857ba37f941d3cab6e3be5.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -1146,33 +1613,33 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " function geo_json_05a545328e952ff4a891be5ede3c78ac_styler(feature) {\n", + " function geo_json_c2e6fc06ce66812808f5a3fc1ea5facc_styler(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"color": "#7f7f7f", "weight": 4};\n", " }\n", " }\n", "\n", - " function geo_json_05a545328e952ff4a891be5ede3c78ac_onEachFeature(feature, layer) {\n", + " function geo_json_c2e6fc06ce66812808f5a3fc1ea5facc_onEachFeature(feature, layer) {\n", " layer.on({\n", " });\n", " };\n", - " var geo_json_05a545328e952ff4a891be5ede3c78ac = L.geoJson(null, {\n", - " onEachFeature: geo_json_05a545328e952ff4a891be5ede3c78ac_onEachFeature,\n", + " var geo_json_c2e6fc06ce66812808f5a3fc1ea5facc = L.geoJson(null, {\n", + " onEachFeature: geo_json_c2e6fc06ce66812808f5a3fc1ea5facc_onEachFeature,\n", " \n", - " style: geo_json_05a545328e952ff4a891be5ede3c78ac_styler,\n", + " style: geo_json_c2e6fc06ce66812808f5a3fc1ea5facc_styler,\n", " });\n", "\n", - " function geo_json_05a545328e952ff4a891be5ede3c78ac_add (data) {\n", - " geo_json_05a545328e952ff4a891be5ede3c78ac\n", + " function geo_json_c2e6fc06ce66812808f5a3fc1ea5facc_add (data) {\n", + " geo_json_c2e6fc06ce66812808f5a3fc1ea5facc\n", " .addData(data)\n", - " .addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " .addTo(map_38805e6c3986925492819fbd55643826);\n", " }\n", - " geo_json_05a545328e952ff4a891be5ede3c78ac_add({"features": [{"geometry": {"coordinates": [[-122.246898, 48.480663], [-122.246569, 48.48093], [-122.246322, 48.481199], [-122.246074, 48.481467], [-122.245908, 48.481736], [-122.245741, 48.482005], [-122.245575, 48.482273], [-122.245327, 48.482542], [-122.24508, 48.48281], [-122.244751, 48.483078], [-122.244341, 48.483345], 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[-122.125937, 48.508147], [-122.12577, 48.508415], [-122.125522, 48.508629], [-122.125276, 48.508789], [-122.124949, 48.508895], [-122.124542, 48.508946], [-122.124136, 48.508943], [-122.12373, 48.50894], [-122.123324, 48.508937], [-122.122918, 48.508933], [-122.122512, 48.50893], [-122.122105, 48.508927], [-122.121699, 48.508924], [-122.121293, 48.508921], [-122.120888, 48.508864], [-122.120482, 48.508861], [-122.120076, 48.508858], [-122.11967, 48.508855], [-122.119263, 48.508852], [-122.118856, 48.508902], [-122.11845, 48.508899], [-122.118044, 48.508896], [-122.117638, 48.508893], [-122.117233, 48.508836], [-122.116829, 48.508725], [-122.116423, 48.508668], [-122.116018, 48.508611], [-122.115614, 48.5085], [-122.11521, 48.508389], [-122.114804, 48.508332], [-122.114401, 48.508167], [-122.113999, 48.507948], [-122.113595, 48.507782], [-122.113192, 48.507617], [-122.112789, 48.507452], [-122.112385, 48.507341], [-122.11198, 48.50723], [-122.111576, 48.507119], [-122.111172, 48.507008], [-122.110768, 48.506897], [-122.110363, 48.50684], [-122.109956, 48.506837], [-122.10955, 48.506834], [-122.109143, 48.506884], [-122.108735, 48.506989], [-122.108328, 48.50704], [-122.107921, 48.507091], [-122.107513, 48.507196], [-122.107105, 48.5073], [-122.106697, 48.507405], [-122.106289, 48.50751]], "type": "LineString"}, "id": "10", "properties": {"reach_id": "78310800041", "time_str": "2026-01-15T17:29:57Z", "wse": "11.9355", "wse_u": "0.10064", "wse_u_units": "m", "wse_units": "m"}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_05a545328e952ff4a891be5ede3c78ac.bindTooltip(\n", + " geo_json_c2e6fc06ce66812808f5a3fc1ea5facc.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -1196,33 +1663,33 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " function geo_json_1715cd0f69d1ced3f637cada03e3eac5_styler(feature) {\n", + " function geo_json_0a91214fcbba49aa9af17f4032077721_styler(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"color": "#bcbd22", "weight": 4};\n", " }\n", " }\n", "\n", - " function geo_json_1715cd0f69d1ced3f637cada03e3eac5_onEachFeature(feature, layer) {\n", + " function geo_json_0a91214fcbba49aa9af17f4032077721_onEachFeature(feature, layer) {\n", " layer.on({\n", " });\n", " };\n", - " var geo_json_1715cd0f69d1ced3f637cada03e3eac5 = L.geoJson(null, {\n", - " onEachFeature: geo_json_1715cd0f69d1ced3f637cada03e3eac5_onEachFeature,\n", + " var geo_json_0a91214fcbba49aa9af17f4032077721 = L.geoJson(null, {\n", + " onEachFeature: geo_json_0a91214fcbba49aa9af17f4032077721_onEachFeature,\n", " \n", - " style: geo_json_1715cd0f69d1ced3f637cada03e3eac5_styler,\n", + " style: geo_json_0a91214fcbba49aa9af17f4032077721_styler,\n", " });\n", "\n", - " function geo_json_1715cd0f69d1ced3f637cada03e3eac5_add (data) {\n", - " geo_json_1715cd0f69d1ced3f637cada03e3eac5\n", + " function geo_json_0a91214fcbba49aa9af17f4032077721_add (data) {\n", + " geo_json_0a91214fcbba49aa9af17f4032077721\n", " .addData(data)\n", - " .addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " .addTo(map_38805e6c3986925492819fbd55643826);\n", " }\n", - " geo_json_1715cd0f69d1ced3f637cada03e3eac5_add({"features": [{"geometry": {"coordinates": [[-122.351177, 48.446535], [-122.350773, 48.446425], [-122.350368, 48.446369], [-122.349963, 48.446312], [-122.349559, 48.446202], [-122.349154, 48.446092], [-122.348749, 48.446036], [-122.348345, 48.445925], [-122.347941, 48.445815], [-122.347536, 48.445759], [-122.347131, 48.445703], [-122.346726, 48.445646], [-122.346321, 48.44559], [-122.345916, 48.445534], [-122.345511, 48.445478], [-122.345107, 48.445367], [-122.344703, 48.445257], [-122.344298, 48.445201], [-122.343893, 48.445144], [-122.343488, 48.445088], [-122.343083, 48.445032], [-122.342678, 48.444976], [-122.342273, 48.444919], [-122.341868, 48.444863], [-122.341463, 48.444807], 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[-122.267572, 48.477126], [-122.267164, 48.477231], [-122.266758, 48.477282], [-122.26635, 48.477388], [-122.265943, 48.477439], [-122.265537, 48.47749], [-122.26513, 48.477542], [-122.264722, 48.477701], [-122.264314, 48.477807], [-122.263907, 48.477912], [-122.263499, 48.478017], [-122.263094, 48.478015], [-122.262688, 48.478012], [-122.262282, 48.478009], [-122.261876, 48.478007], [-122.261469, 48.478058], [-122.261062, 48.478164], [-122.260655, 48.478215], [-122.260248, 48.478266], [-122.259841, 48.478372], [-122.259434, 48.478423], [-122.259027, 48.478474], [-122.258621, 48.478526], [-122.258214, 48.478577], [-122.257808, 48.478574], [-122.257401, 48.478626], [-122.256995, 48.478677], [-122.256588, 48.478728], [-122.256181, 48.47878], [-122.255775, 48.478831], [-122.255368, 48.478883], [-122.254961, 48.478934], [-122.254555, 48.478985], [-122.254147, 48.479091], [-122.25374, 48.479196], [-122.253332, 48.479301], [-122.252925, 48.479353], [-122.252519, 48.479404], [-122.252113, 48.479401], [-122.251708, 48.479345], [-122.251303, 48.479288], [-122.250897, 48.479285], [-122.250491, 48.479283], [-122.250084, 48.479334], [-122.249676, 48.479493], [-122.249268, 48.479599], [-122.248861, 48.479704], [-122.248452, 48.479863], [-122.248044, 48.480022], [-122.247636, 48.480182], [-122.247227, 48.480395], [-122.246898, 48.480663], [-122.246569, 48.48093]], "type": "LineString"}, "id": "16", "properties": {"reach_id": "78310800031", "time_str": "no_data", "wse": "-999999999999.0", "wse_u": "-999999999999.0", "wse_u_units": "m", "wse_units": "m"}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_1715cd0f69d1ced3f637cada03e3eac5.bindTooltip(\n", + " geo_json_0a91214fcbba49aa9af17f4032077721.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -1246,33 +1713,33 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " function geo_json_27c638128574ba9333b185910715534b_styler(feature) {\n", + " function geo_json_378ec705dc39bafeeca89b8ea0145e71_styler(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"color": "#17becf", "weight": 4};\n", " }\n", " }\n", "\n", - " function geo_json_27c638128574ba9333b185910715534b_onEachFeature(feature, layer) {\n", + " function geo_json_378ec705dc39bafeeca89b8ea0145e71_onEachFeature(feature, layer) {\n", " layer.on({\n", " });\n", " };\n", - " var geo_json_27c638128574ba9333b185910715534b = L.geoJson(null, {\n", - " onEachFeature: geo_json_27c638128574ba9333b185910715534b_onEachFeature,\n", + " var geo_json_378ec705dc39bafeeca89b8ea0145e71 = L.geoJson(null, {\n", + " onEachFeature: geo_json_378ec705dc39bafeeca89b8ea0145e71_onEachFeature,\n", " \n", - " style: geo_json_27c638128574ba9333b185910715534b_styler,\n", + " style: geo_json_378ec705dc39bafeeca89b8ea0145e71_styler,\n", " });\n", "\n", - " function geo_json_27c638128574ba9333b185910715534b_add (data) {\n", - " geo_json_27c638128574ba9333b185910715534b\n", + " function geo_json_378ec705dc39bafeeca89b8ea0145e71_add (data) {\n", + " geo_json_378ec705dc39bafeeca89b8ea0145e71\n", " .addData(data)\n", - " .addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " .addTo(map_38805e6c3986925492819fbd55643826);\n", " }\n", - " geo_json_27c638128574ba9333b185910715534b_add({"features": [{"geometry": {"coordinates": [[-122.36733, 48.387194], [-122.366925, 48.387191], [-122.366516, 48.387459], [-122.366108, 48.387727], [-122.365942, 48.387996], [-122.365696, 48.388264], [-122.36553, 48.388533], [-122.365365, 48.388802], [-122.3652, 48.389071], [-122.365034, 48.38934], [-122.36495, 48.38961], [-122.364865, 48.389879], [-122.3647, 48.390148], [-122.364615, 48.390417], [-122.364612, 48.390687], [-122.364447, 48.390956], [-122.364281, 48.391225], [-122.364197, 48.391495], [-122.364112, 48.391764], [-122.363947, 48.392033], [-122.363863, 48.392303], [-122.363778, 48.392572], [-122.363694, 48.392841], 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"FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_27c638128574ba9333b185910715534b.bindTooltip(\n", + " geo_json_378ec705dc39bafeeca89b8ea0145e71.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -1296,33 +1763,33 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " function geo_json_a3c975c0bad51d0da3190f87b31731dc_styler(feature) {\n", + " function geo_json_2fc84fb71abec3761affe7d88c29c3a2_styler(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"color": "#9edae5", "weight": 4};\n", " }\n", " }\n", "\n", - " function geo_json_a3c975c0bad51d0da3190f87b31731dc_onEachFeature(feature, layer) {\n", + " function geo_json_2fc84fb71abec3761affe7d88c29c3a2_onEachFeature(feature, layer) {\n", " layer.on({\n", " });\n", " };\n", - " var geo_json_a3c975c0bad51d0da3190f87b31731dc = L.geoJson(null, {\n", - " onEachFeature: geo_json_a3c975c0bad51d0da3190f87b31731dc_onEachFeature,\n", + " var geo_json_2fc84fb71abec3761affe7d88c29c3a2 = L.geoJson(null, {\n", + " onEachFeature: geo_json_2fc84fb71abec3761affe7d88c29c3a2_onEachFeature,\n", " \n", - " style: geo_json_a3c975c0bad51d0da3190f87b31731dc_styler,\n", + " style: geo_json_2fc84fb71abec3761affe7d88c29c3a2_styler,\n", " });\n", "\n", - " function geo_json_a3c975c0bad51d0da3190f87b31731dc_add (data) {\n", - " geo_json_a3c975c0bad51d0da3190f87b31731dc\n", + " function geo_json_2fc84fb71abec3761affe7d88c29c3a2_add (data) {\n", + " geo_json_2fc84fb71abec3761affe7d88c29c3a2\n", " .addData(data)\n", - " .addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " .addTo(map_38805e6c3986925492819fbd55643826);\n", " }\n", - " geo_json_a3c975c0bad51d0da3190f87b31731dc_add({"features": [{"geometry": {"coordinates": [[-122.474945, 48.364524], [-122.474541, 48.36436], [-122.474138, 48.364142], [-122.473735, 48.363978], [-122.473331, 48.363869], [-122.472927, 48.363759], [-122.472523, 48.363649], [-122.472119, 48.363539], [-122.471716, 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[-122.381311, 48.383761], [-122.381146, 48.38403], [-122.380899, 48.384299], [-122.380734, 48.384568], [-122.380569, 48.384837], [-122.380322, 48.385105], [-122.380157, 48.385374], [-122.379991, 48.385643], [-122.379826, 48.385912], [-122.379661, 48.386181], [-122.379495, 48.38645], [-122.37925, 48.386665], [-122.379004, 48.386879], [-122.378678, 48.38704], [-122.378271, 48.387199], [-122.377864, 48.387305], [-122.377458, 48.387357], [-122.377052, 48.387409], [-122.376647, 48.38746], [-122.376241, 48.387512], [-122.375835, 48.387564], [-122.375428, 48.38767], [-122.375023, 48.387722], [-122.374617, 48.387773], [-122.374212, 48.387771], [-122.373807, 48.387715], [-122.373402, 48.387659], [-122.372998, 48.387603], [-122.372593, 48.387546], [-122.372189, 48.38749], [-122.371784, 48.387488], [-122.371379, 48.387432], [-122.370974, 48.38743], [-122.370569, 48.387373], [-122.370165, 48.387317], [-122.369761, 48.387207], [-122.369356, 48.387205], [-122.368951, 48.387149], [-122.368546, 48.387146], [-122.368141, 48.387144], [-122.367735, 48.387196], [-122.36733, 48.387194]], "type": "LineString"}, "id": "16", "properties": {"reach_id": "78310800015", "time_str": "2026-01-23T02:31:01Z", "wse": "1.7769", "wse_u": "0.21807", "wse_u_units": "m", "wse_units": "m"}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_a3c975c0bad51d0da3190f87b31731dc.bindTooltip(\n", + " geo_json_2fc84fb71abec3761affe7d88c29c3a2.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -1346,33 +1813,33 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " var layer_control_af4ab5626f0b48f78c82dda6efafe667 = {\n", + " var layer_control_0c575a0f89b733453aa07601da196ea8 = {\n", " base_layers : {\n", - " "cartodbpositron" : tile_layer_c3171b4159bf689147294bad6dd5420c,\n", + " "cartodbpositron" : tile_layer_d0b98c82bf491a7b247d54d02973f792,\n", " },\n", " overlays : {\n", - " "Reach ID 78310800191" : geo_json_07d8e0d410cfc2e355954dd2a7cbf8b3,\n", - " "Reach ID 78310800181" : geo_json_791b151d68fcf68674295c559fd13616,\n", - " "Reach ID 78310800171" : geo_json_2fe4849a6f02fa90ebf0b30a573b166a,\n", - " "Reach ID 78310800161" : geo_json_0503da0872d8c2274fab2591a018c51a,\n", - " "Reach ID 78310800081" : geo_json_a9cece03fbb0e04b0d9be8911ea94509,\n", - " "Reach ID 78310800071" : geo_json_057f284c32483fe52f7fc2290fc866aa,\n", - " "Reach ID 78310800061" : geo_json_ed1ba526c00f89c39c81e9c3812fe6d0,\n", - " "Reach ID 78310800051" : geo_json_3122fd8399779e5dc4dce03de74f2c09,\n", - " "Reach ID 78310800041" : geo_json_05a545328e952ff4a891be5ede3c78ac,\n", - " "Reach ID 78310800031" : geo_json_1715cd0f69d1ced3f637cada03e3eac5,\n", - " "Reach ID 78310800021" : geo_json_27c638128574ba9333b185910715534b,\n", - " "Reach ID 78310800015" : geo_json_a3c975c0bad51d0da3190f87b31731dc,\n", + " "Reach ID 78310800191" : geo_json_dc900bc77e6b23a10c1825f443d89973,\n", + " "Reach ID 78310800181" : geo_json_17363affffc9a819b4f0ec4b0b1e353f,\n", + " "Reach ID 78310800171" : geo_json_76081cb59be4f61a1e3b1012886c2db4,\n", + " "Reach ID 78310800161" : geo_json_59274027b3508baf18b63cc08794ee12,\n", + " "Reach ID 78310800081" : geo_json_dc97e7883b45433bcd606e1d8650d162,\n", + " "Reach ID 78310800071" : geo_json_de791e630764c3359721d148aff6a7d3,\n", + " "Reach ID 78310800061" : geo_json_bcf7f38b61c43bc6d2f6bf1f4c726c11,\n", + " "Reach ID 78310800051" : geo_json_6b66b36771857ba37f941d3cab6e3be5,\n", + " "Reach ID 78310800041" : geo_json_c2e6fc06ce66812808f5a3fc1ea5facc,\n", + " "Reach ID 78310800031" : geo_json_0a91214fcbba49aa9af17f4032077721,\n", + " "Reach ID 78310800021" : geo_json_378ec705dc39bafeeca89b8ea0145e71,\n", + " "Reach ID 78310800015" : geo_json_2fc84fb71abec3761affe7d88c29c3a2,\n", " },\n", " };\n", " L.control.layers(\n", - " layer_control_af4ab5626f0b48f78c82dda6efafe667.base_layers,\n", - " layer_control_af4ab5626f0b48f78c82dda6efafe667.overlays,\n", + " layer_control_0c575a0f89b733453aa07601da196ea8.base_layers,\n", + " layer_control_0c575a0f89b733453aa07601da196ea8.overlays,\n", " {"autoZIndex": true, "collapsed": true, "position": "topright"}\n", - " ).addTo(map_fb1285b3bd829ea3ff41ab049b70a5ec);\n", + " ).addTo(map_38805e6c3986925492819fbd55643826);\n", " \n", " \n", - " map_fb1285b3bd829ea3ff41ab049b70a5ec.fitBounds(\n", + " map_38805e6c3986925492819fbd55643826.fitBounds(\n", " [[48.357549, -122.474945], [48.674844, -121.236116]],\n", " {"padding": [30, 30]}\n", " );\n", @@ -1381,35 +1848,37 @@ "</html>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen>" ], "text/plain": [ - "" + "" ] }, - "execution_count": 87, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "# Map the reaches\n", + "# Map the river reaches\n", "\n", + "if not geojson_results:\n", + " raise ValueError(\"No GeoJSON results were returned. Cannot create map.\")\n", + " \n", "# generate colors for each reach\n", "cmap = plt.colormaps.get_cmap(\"tab20\").resampled(len(geojson_results))\n", - "\n", "colors = [\n", " mcolors.to_hex(cmap(i))\n", " for i in range(len(geojson_results))\n", "]\n", - "color_dict = dict(zip(reach_ids, colors))\n", + "color_dict = dict(zip(geojson_results.keys(), colors))\n", "\n", - "map = folium.Map(tiles=\"cartodbpositron\")\n", + "reach_map = folium.Map(tiles=\"cartodbpositron\")\n", "\n", - "for reach_id, geojson_data, color in zip(reach_ids, geojson_results, colors):\n", + "for reach_id, geojson_data in geojson_results.items():\n", "\n", " folium.GeoJson(\n", " geojson_data,\n", " name=f\"Reach ID {reach_id}\",\n", - " style_function=lambda feature, color=color: {\n", - " \"color\": color,\n", + " style_function=lambda feature, reach_id=reach_id: {\n", + " \"color\": color_dict[reach_id],\n", " \"weight\": 4\n", " },\n", "\n", @@ -1418,13 +1887,13 @@ " aliases=[\"Reach ID:\"]\n", " )\n", "\n", - " ).add_to(map)\n", + " ).add_to(reach_map)\n", "\n", - "folium.LayerControl().add_to(map)\n", + "folium.LayerControl().add_to(reach_map)\n", "\n", - "map.fit_bounds(map.get_bounds(), padding=(30, 30))\n", + "reach_map.fit_bounds(reach_map.get_bounds(), padding=(30, 30))\n", "\n", - "map" + "reach_map" ] }, { @@ -1437,7 +1906,7 @@ }, { "cell_type": "code", - "execution_count": 88, + "execution_count": 11, "id": "0a3803cb-31ff-4987-a494-bb9a42af6007", "metadata": { "tags": [] @@ -1452,12 +1921,12 @@ "data": { "application/vnd.holoviews_exec.v0+json": "", "text/html": [ - "
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\n", + "
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(m)\",\n", + " ylabel=\"Water Surface Elevation (m)\",\n", " title=\"WSE After Removing High Uncertainty Data Points\",\n", " xrotation=90,\n", - " legend_position=\"right\"\n", + " legend_position=\"right\",\n", + " show_grid=True\n", ")" ] } From 4a898354840dafeba0d0c70a0ef6bc67a94e7e73 Mon Sep 17 00:00:00 2001 From: Brandi Downs <34132383+BrandiDowns@users.noreply.github.com> Date: Thu, 18 Jun 2026 10:13:11 -0700 Subject: [PATCH 3/5] Add qmd file for hydrocron tutorials landing page Added qmd landing page for the 2 hydrocron time series examples and updated quarto.yml --- _quarto.yml | 4 ++-- quarto_text/SWOT_HydrocronLandingPage.qmd | 11 +++++++++++ 2 files changed, 13 insertions(+), 2 deletions(-) create mode 100644 quarto_text/SWOT_HydrocronLandingPage.qmd diff --git a/_quarto.yml b/_quarto.yml index bdbf0053..c8e0b8bd 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -147,7 +147,7 @@ website: - text: "Local" href: notebooks/datasets/Localmachine_SWOT_Oceanography.ipynb - text: "Hydrocron Time Series" - href: notebooks/datasets/Hydrocron_SWOT_timeseries_examples.ipynb + href: quarto_text/SWOT_HydrocronLandingPage.qmd - text: "PIXC Area Aggregration" href: notebooks/datasets/SWOT_PIXC_Area_localmachine.ipynb - text: "PIXC Phase Unwrap" @@ -185,7 +185,7 @@ website: - text: "Datum Conversion" href: quarto_text/SWOT_Datum.qmd - text: "River Time Series" - href: notebooks/datasets/Hydrocron_SWOT_timeseries_examples.ipynb + href: quarto_text/SWOT_HydrocronLandingPage.qmd - text: "Lake Time Series" href: notebooks/GIS/SWOTshp_CSVconversion.ipynb - section: "NetCDF to Geotiff" diff --git a/quarto_text/SWOT_HydrocronLandingPage.qmd b/quarto_text/SWOT_HydrocronLandingPage.qmd new file mode 100644 index 00000000..c445fcbc --- /dev/null +++ b/quarto_text/SWOT_HydrocronLandingPage.qmd @@ -0,0 +1,11 @@ +--- +title: SWOT Hydrocron Time Series Tutorials +subtitle: Example workflows using Hydrocron +--- + +## Tutorial Categories + +#### [Learn how to use Hydrocron in Python to access and plot SWOT L2 HR RiverSP time series data](Hydrocron_SWOT_timeseries_examples_basic.ipynb) + +#### [Advanced Hydrocron time series example using Python and Dask to parallelize the workflow](Hydrocron_SWOT_timeseries_examples.ipynb) + From 3234d826cbc073dddf0bfd802f07cc5bf60ca916 Mon Sep 17 00:00:00 2001 From: Brandi Downs <34132383+BrandiDowns@users.noreply.github.com> Date: Thu, 18 Jun 2026 10:18:57 -0700 Subject: [PATCH 4/5] Update tutorial names for hydrocron timeseries notebooks --- .../Hydrocron_SWOT_timeseries_examples.ipynb | 1909 ++++++++++++++++- ...ocron_SWOT_timeseries_examples_basic.ipynb | 4 +- 2 files changed, 1907 insertions(+), 6 deletions(-) diff --git a/notebooks/datasets/Hydrocron_SWOT_timeseries_examples.ipynb b/notebooks/datasets/Hydrocron_SWOT_timeseries_examples.ipynb index 5822058b..7dedc0a2 100644 --- a/notebooks/datasets/Hydrocron_SWOT_timeseries_examples.ipynb +++ b/notebooks/datasets/Hydrocron_SWOT_timeseries_examples.ipynb @@ -18,7 +18,7 @@ "id": "4c394895-225e-4938-9e98-c4e189154643", "metadata": {}, "source": [ - "# Hydrocron API: SWOT Time Series Examples\n", + "# Hydrocron API: Parallel Time Series Processing with Dask\n", "\n", "#### *Authors: Nikki Tebaldi and Cassandra Nickles, NASA PO.DAAC*\n", "\n", @@ -56,7 +56,1668 @@ "outputs": [ { "data": { - "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have 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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 }, function(Bokeh) {\n inject_raw_css(\".bk.pn-loading {\\n overflow: hidden;\\n}\\n.bk.pn-loading:before {\\n position: absolute;\\n height: 100%;\\n width: 100%;\\n content: '';\\n z-index: 1000;\\n background-color: rgb(255,255,255,0.50);\\n border-color: lightgray;\\n background-repeat: no-repeat;\\n background-position: center;\\n background-size: auto 50%;\\n border-width: 1px;\\n cursor: progress;\\n}\\n.bk.pn-loading.arcs:hover:before {\\n cursor: progress;\\n}\\n.bk.pn-loading .pn-loading-msg {\\n position: absolute;\\n top: 72%;\\n font-size: 2em;\\n color: black;\\n width: 100%;\\n text-align: center;\\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.markdown .codehilite {\\n padding: 1rem 1.25rem;\\n margin-top: 1rem;\\n margin-bottom: 1rem;\\n border-radius: 0.25rem;\\n}\\n\");\n }, function(Bokeh) {\n inject_raw_css(\".bk.panel-widget-box {\\n min-height: 20px;\\n background-color: #f5f5f5;\\n border: 1px solid #e3e3e3;\\n border-radius: 4px;\\n -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.05);\\n box-shadow: inset 0 1px 1px rgba(0,0,0,.05);\\n overflow-x: hidden;\\n overflow-y: hidden;\\n}\\n\\n.scrollable {\\n overflow: scroll;\\n}\\n\\nprogress {\\n appearance: none;\\n -moz-appearance: none;\\n -webkit-appearance: none;\\n border: none;\\n height: 20px;\\n background-color: whiteSmoke;\\n border-radius: 3px;\\n box-shadow: 0 2px 3px rgba(0,0,0,.5) inset;\\n color: royalblue;\\n position: relative;\\n margin: 0 0 1.5em;\\n}\\n\\nprogress[value]::-webkit-progress-bar {\\n background-color: whiteSmoke;\\n border-radius: 3px;\\n box-shadow: 0 2px 3px rgba(0,0,0,.5) inset;\\n}\\n\\nprogress[value]::-webkit-progress-value {\\n position: relative;\\n background-size: 35px 20px, 100% 100%, 100% 100%;\\n border-radius:3px;\\n}\\n\\nprogress.active:not([value])::before {\\n background-position: 10%;\\n animation-name: stripes;\\n animation-duration: 3s;\\n animation-timing-function: linear;\\n animation-iteration-count: infinite;\\n}\\n\\nprogress[value]::-moz-progress-bar {\\n background-size: 35px 20px, 100% 100%, 100% 100%;\\n border-radius:3px;\\n}\\n\\nprogress:not([value])::-moz-progress-bar {\\n border-radius:3px;\\n background: linear-gradient(-45deg, transparent 33%, rgba(0, 0, 0, 0.2) 33%, rgba(0, 0, 0, 0.2) 66%, transparent 66%) left/2.5em 1.5em;\\n}\\n\\nprogress.active:not([value])::-moz-progress-bar {\\n background-position: 10%;\\n animation-name: stripes;\\n animation-duration: 3s;\\n animation-timing-function: linear;\\n animation-iteration-count: infinite;\\n}\\n\\nprogress.active:not([value])::-webkit-progress-bar {\\n background-position: 10%;\\n animation-name: stripes;\\n animation-duration: 3s;\\n animation-timing-function: linear;\\n animation-iteration-count: infinite;\\n}\\n\\nprogress.primary[value]::-webkit-progress-value { background-color: #007bff; }\\nprogress.primary:not([value])::before { background-color: #007bff; }\\nprogress.primary:not([value])::-webkit-progress-bar { background-color: #007bff; }\\nprogress.primary::-moz-progress-bar { background-color: #007bff; }\\n\\nprogress.secondary[value]::-webkit-progress-value { background-color: #6c757d; }\\nprogress.secondary:not([value])::before { background-color: #6c757d; }\\nprogress.secondary:not([value])::-webkit-progress-bar { background-color: #6c757d; }\\nprogress.secondary::-moz-progress-bar { background-color: #6c757d; }\\n\\nprogress.success[value]::-webkit-progress-value { background-color: #28a745; }\\nprogress.success:not([value])::before { background-color: #28a745; }\\nprogress.success:not([value])::-webkit-progress-bar { background-color: #28a745; }\\nprogress.success::-moz-progress-bar { background-color: #28a745; }\\n\\nprogress.danger[value]::-webkit-progress-value { background-color: #dc3545; }\\nprogress.danger:not([value])::before { background-color: #dc3545; }\\nprogress.danger:not([value])::-webkit-progress-bar { background-color: #dc3545; }\\nprogress.danger::-moz-progress-bar { background-color: #dc3545; }\\n\\nprogress.warning[value]::-webkit-progress-value { background-color: #ffc107; }\\nprogress.warning:not([value])::before { background-color: #ffc107; }\\nprogress.warning:not([value])::-webkit-progress-bar { background-color: #ffc107; }\\nprogress.warning::-moz-progress-bar { background-color: #ffc107; }\\n\\nprogress.info[value]::-webkit-progress-value { background-color: #17a2b8; }\\nprogress.info:not([value])::before { background-color: #17a2b8; }\\nprogress.info:not([value])::-webkit-progress-bar { background-color: #17a2b8; }\\nprogress.info::-moz-progress-bar { background-color: #17a2b8; }\\n\\nprogress.light[value]::-webkit-progress-value { background-color: #f8f9fa; }\\nprogress.light:not([value])::before { background-color: #f8f9fa; }\\nprogress.light:not([value])::-webkit-progress-bar { background-color: #f8f9fa; }\\nprogress.light::-moz-progress-bar { background-color: #f8f9fa; }\\n\\nprogress.dark[value]::-webkit-progress-value { background-color: #343a40; }\\nprogress.dark:not([value])::-webkit-progress-bar { background-color: #343a40; }\\nprogress.dark:not([value])::before { background-color: #343a40; }\\nprogress.dark::-moz-progress-bar { background-color: #343a40; }\\n\\nprogress:not([value])::-webkit-progress-bar {\\n border-radius: 3px;\\n background: linear-gradient(-45deg, transparent 33%, rgba(0, 0, 0, 0.2) 33%, rgba(0, 0, 0, 0.2) 66%, transparent 66%) left/2.5em 1.5em;\\n}\\nprogress:not([value])::before {\\n content:\\\" \\\";\\n position:absolute;\\n height: 20px;\\n top:0;\\n left:0;\\n right:0;\\n bottom:0;\\n border-radius: 3px;\\n background: linear-gradient(-45deg, transparent 33%, rgba(0, 0, 0, 0.2) 33%, rgba(0, 0, 0, 0.2) 66%, transparent 66%) left/2.5em 1.5em;\\n}\\n\\n@keyframes stripes {\\n from {background-position: 0%}\\n to {background-position: 100%}\\n}\\n\\n.bk-root .bk.loader {\\n overflow: hidden;\\n}\\n\\n.bk.loader::after {\\n content: \\\"\\\";\\n border-radius: 50%;\\n -webkit-mask-image: radial-gradient(transparent 50%, rgba(0, 0, 0, 1) 54%);\\n width: 100%;\\n height: 100%;\\n left: 0;\\n top: 0;\\n position: absolute;\\n}\\n\\n.bk-root .bk.loader.dark::after {\\n background: #0f0f0f;\\n}\\n\\n.bk-root .bk.loader.light::after {\\n background: #f0f0f0;\\n}\\n\\n.bk-root .bk.loader.spin::after {\\n animation: spin 2s linear infinite;\\n}\\n\\n.bk-root div.bk.loader.spin.primary-light::after {\\n background: linear-gradient(135deg, #f0f0f0 50%, transparent 50%), linear-gradient(45deg, #f0f0f0 50%, #007bff 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.secondary-light::after {\\n background: linear-gradient(135deg, #f0f0f0 50%, transparent 50%), linear-gradient(45deg, #f0f0f0 50%, #6c757d 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.success-light::after {\\n background: linear-gradient(135deg, #f0f0f0 50%, transparent 50%), linear-gradient(45deg, #f0f0f0 50%, #28a745 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.danger-light::after {\\n background: linear-gradient(135deg, #f0f0f0 50%, transparent 50%), linear-gradient(45deg, #f0f0f0 50%, #dc3545 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.warning-light::after {\\n background: linear-gradient(135deg, #f0f0f0 50%, transparent 50%), linear-gradient(45deg, #f0f0f0 50%, #ffc107 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.info-light::after {\\n background: linear-gradient(135deg, #f0f0f0 50%, transparent 50%), linear-gradient(45deg, #f0f0f0 50%, #17a2b8 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.light-light::after {\\n background: linear-gradient(135deg, #f0f0f0 50%, transparent 50%), linear-gradient(45deg, #f0f0f0 50%, #f8f9fa 50%);\\n}\\n\\n.bk-root div.bk.loader.dark-light::after {\\n background: linear-gradient(135deg, #f0f0f0 50%, transparent 50%), linear-gradient(45deg, #f0f0f0 50%, #343a40 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.primary-dark::after {\\n background: linear-gradient(135deg, #0f0f0f 50%, transparent 50%), linear-gradient(45deg, #0f0f0f 50%, #007bff 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.secondary-dark::after {\\n background: linear-gradient(135deg, #0f0f0f 50%, transparent 50%), linear-gradient(45deg, #0f0f0f 50%, #6c757d 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.success-dark::after {\\n background: linear-gradient(135deg, #0f0f0f 50%, transparent 50%), linear-gradient(45deg, #0f0f0f 50%, #28a745 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.danger-dark::after {\\n background: linear-gradient(135deg, #0f0f0f 50%, transparent 50%), linear-gradient(45deg, #0f0f0f 50%, #dc3545 50%)\\n}\\n\\n.bk-root div.bk.loader.spin.warning-dark::after {\\n background: linear-gradient(135deg, #0f0f0f 50%, transparent 50%), linear-gradient(45deg, #0f0f0f 50%, #ffc107 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.info-dark::after {\\n background: linear-gradient(135deg, #0f0f0f 50%, transparent 50%), linear-gradient(45deg, #0f0f0f 50%, #17a2b8 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.light-dark::after {\\n background: linear-gradient(135deg, #0f0f0f 50%, transparent 50%), linear-gradient(45deg, #0f0f0f 50%, #f8f9fa 50%);\\n}\\n\\n.bk-root div.bk.loader.spin.dark-dark::after {\\n background: linear-gradient(135deg, #0f0f0f 50%, transparent 50%), linear-gradient(45deg, #0f0f0f 50%, #343a40 50%);\\n}\\n\\n/* Safari */\\n@-webkit-keyframes spin {\\n 0% { -webkit-transform: rotate(0deg); }\\n 100% { -webkit-transform: rotate(360deg); }\\n}\\n\\n@keyframes spin {\\n 0% { transform: rotate(0deg); }\\n 100% { transform: rotate(360deg); }\\n}\\n\\n.dot div {\\n height: 100%;\\n width: 100%;\\n border: 1px solid #000 !important;\\n background-color: #fff;\\n border-radius: 50%;\\n display: inline-block;\\n}\\n\\n.dot-filled div {\\n height: 100%;\\n width: 100%;\\n border: 1px solid #000 !important;\\n border-radius: 50%;\\n display: inline-block;\\n}\\n\\n.dot-filled.primary div {\\n background-color: #007bff;\\n}\\n\\n.dot-filled.secondary div {\\n background-color: #6c757d;\\n}\\n\\n.dot-filled.success div {\\n background-color: #28a745;\\n}\\n\\n.dot-filled.danger div {\\n background-color: #dc3545;\\n}\\n\\n.dot-filled.warning div {\\n background-color: #ffc107;\\n}\\n\\n.dot-filled.info div {\\n background-color: #17a2b8;\\n}\\n\\n.dot-filled.dark div {\\n background-color: #343a40;\\n}\\n\\n.dot-filled.light div {\\n background-color: #f8f9fa;\\n}\\n\\n/* Slider editor */\\n.slider-edit .bk-input-group .bk-input {\\n border: 0;\\n border-radius: 0;\\n min-height: 0;\\n padding-left: 0;\\n padding-right: 0;\\n font-weight: bold;\\n}\\n\\n.slider-edit .bk-input-group .bk-spin-wrapper {\\n display: contents;\\n}\\n\\n.slider-edit .bk-input-group .bk-spin-wrapper .bk.bk-spin-btn-up {\\n top: -6px;\\n}\\n\\n.slider-edit .bk-input-group .bk-spin-wrapper .bk.bk-spin-btn-down {\\n bottom: 3px;\\n}\\n\\n/* JSON Pane */\\n.bk-root .json-formatter-row .json-formatter-string, .bk-root .json-formatter-row .json-formatter-stringifiable {\\n white-space: pre-wrap;\\n}\\n\\n.ql-bubble .ql-editor {\\n border: 1px solid #ccc;\\n}\\n\");\n }, function(Bokeh) {\n inject_raw_css(\"\\n .bk.pn-loading.arc:before {\\n background-image: 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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. 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Error(`Multiple models are named '${e}'`)}}on_message(e,t){const s=this._message_callbacks.get(e);null==s?this._message_callbacks.set(e,new Set([t])):s.add(t)}remove_on_message(e,t){var s;null===(s=this._message_callbacks.get(e))||void 0===s||s.delete(t)}_trigger_on_message(e,t){const s=this._message_callbacks.get(e);if(null!=s)for(const e of s)e(t)}on_change(e,t=!1){this._callbacks.has(e)||this._callbacks.set(e,t)}remove_on_change(e){this._callbacks.delete(e)}_trigger_on_change(e){for(const[t,s]of this._callbacks)if(!s&&e instanceof z.DocumentEventBatch)for(const s of e.events)t(s);else t(e)}_notify_change(e,t,s,o,n){this._trigger_on_change(new z.ModelChangedEvent(this,e,t,s,o,null==n?void 0:n.setter_id,null==n?void 0:n.hint))}static _instantiate_object(e,t,s,o){const n=Object.assign(Object.assign({},s),{id:e,__deferred__:!0});return new(o.get(t))(n)}static _instantiate_references_json(e,t,s){var o;const n=new Map;for(const i of e){const e=i.id,r=i.type,l=null!==(o=i.attributes)&&void 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f.to_serializable([...c]),{references:[...f.definitions],events:h}}to_json_string(e=!0){return JSON.stringify(this.to_json(e))}to_json(e=!0){const t=new d.Serializer({include_defaults:e}),s=t.to_serializable(this._roots);return{version:l.version,title:this._title,roots:{root_ids:s.map((e=>e.id)),references:[...t.definitions]}}}static from_json_string(e){const t=JSON.parse(e);return E.from_json(t)}static from_json(e){_.logger.debug(\"Creating Document from JSON\");const t=e.version,s=-1!==t.indexOf(\"+\")||-1!==t.indexOf(\"-\"),o=`Library versions: JS (${l.version}) / Python (${t})`;s||l.version.replace(/-(dev|rc)\\./,\"$1\")==t?_.logger.debug(o):(_.logger.warn(\"JS/Python version mismatch\"),_.logger.warn(o));const n=new r.ModelResolver;null!=e.defs&&(0,j.resolve_defs)(e.defs,n);const i=e.roots,a=i.root_ids,c=i.references,d=E._instantiate_references_json(c,new Map,n);E._initialize_references_json(c,new Map,d,new Map);const h=new E({resolver:n});h._push_all_models_freeze();for(const e of a){const t=d.get(e);null!=t&&h.add_root(t)}return h._pop_all_models_freeze(),h.set_title(e.title),h}replace_with_json(e){E.from_json(e).destructively_move(this)}create_json_patch_string(e){return JSON.stringify(this.create_json_patch(e))}create_json_patch(e){for(const t of e)if(t.document!=this)throw new Error(\"Cannot create a patch using events from a different document\");const t=new d.Serializer,s=t.to_serializable(e);for(const e of this._all_models.values())t.remove_def(e);return{events:s,references:[...t.definitions]}}apply_json_patch(e,t=new Map,s){const o=e.references,n=e.events,i=E._instantiate_references_json(o,this._all_models,this._resolver);t instanceof Map||(t=new Map(t));for(const e of n)switch(e.kind){case\"RootAdded\":case\"RootRemoved\":case\"ModelChanged\":{const t=e.model.id,s=this._all_models.get(t);if(null!=s)i.set(t,s);else if(!i.has(t))throw _.logger.warn(`Got an event for unknown model ${e.model}\"`),new Error(\"event model wasn't known\");break}}const r=new 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e=this.line_color.get_value(),t=this.line_alpha.get_value(),i=this.line_width.get_value();return!(null==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.get_value(),alpha:this.line_alpha.get_value(),width:this.line_width.get_value(),join:this.line_join.get_value(),cap:this.line_cap.get_value(),dash:this.line_dash.get_value(),offset:this.line_dash_offset.get_value()}}set_value(e){const t=this.line_color.get_value(),i=this.line_alpha.get_value();e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.get_value(),e.lineJoin=this.line_join.get_value(),e.lineCap=this.line_cap.get_value(),e.lineDash=r(this.line_dash.get_value()),e.lineDashOffset=this.line_dash_offset.get_value()}}i.Line=u,u.__name__=\"Line\";class c extends n.VisualUniforms{get doit(){const e=this.line_color.value,t=this.line_alpha.value,i=this.line_width.value;return!(0==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.value,alpha:this.line_alpha.value,width:this.line_width.value,join:this.line_join.value,cap:this.line_cap.value,dash:this.line_dash.value,offset:this.line_dash_offset.value}}set_value(e){const t=this.line_color.value,i=this.line_alpha.value;e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.value,e.lineJoin=this.line_join.value,e.lineCap=this.line_cap.value,e.lineDash=r(this.line_dash.value),e.lineDashOffset=this.line_dash_offset.value}}i.LineScalar=c,c.__name__=\"LineScalar\";class d extends n.VisualUniforms{get doit(){const{line_color:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{line_alpha:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{line_width:i}=this;return!i.is_Scalar()||0!=i.value}apply(e,t){const{doit:i}=this;return i&&(this.set_vectorize(e,t),e.stroke()),i}values(e){return{color:this.line_color.get(e),alpha:this.line_alpha.get(e),width:this.line_width.get(e),join:this.line_join.get(e),cap:this.line_cap.get(e),dash:this.line_dash.get(e),offset:this.line_dash_offset.get(e)}}set_vectorize(e,t){const i=this.line_color.get(t),l=this.line_alpha.get(t),s=this.line_width.get(t),a=this.line_join.get(t),n=this.line_cap.get(t),h=this.line_dash.get(t),_=this.line_dash_offset.get(t);e.strokeStyle=(0,o.color2css)(i,l),e.lineWidth=s,e.lineJoin=a,e.lineCap=n,e.lineDash=r(h),e.lineDashOffset=_}}i.LineVector=d,d.__name__=\"LineVector\",u.prototype.type=\"line\",u.prototype.attrs=Object.keys(h.Line),c.prototype.type=\"line\",c.prototype.attrs=Object.keys(h.LineScalar),d.prototype.type=\"line\",d.prototype.attrs=Object.keys(h.LineVector)},\n function _(t,s,o,i,r){i();class e{constructor(t,s=\"\"){this.obj=t,this.prefix=s;const o=this;this._props=[];for(const i of this.attrs){const r=t.model.properties[s+i];r.change.connect((()=>this.update())),o[i]=r,this._props.push(r)}}*[Symbol.iterator](){yield*this._props}update(){}}o.VisualProperties=e,e.__name__=\"VisualProperties\";class p{constructor(t,s=\"\"){this.obj=t,this.prefix=s;for(const o of this.attrs)Object.defineProperty(this,o,{get:()=>t[s+o]})}*[Symbol.iterator](){for(const t of this.attrs)yield this.obj.model.properties[this.prefix+t]}update(){}}o.VisualUniforms=p,p.__name__=\"VisualUniforms\"},\n function _(e,l,t,a,c){a();const r=e(1),o=(0,r.__importStar)(e(18)),n=e(20),i=(0,r.__importStar)(e(21)),_=e(13);t.Line={line_color:[i.Nullable(i.Color),\"black\"],line_alpha:[i.Alpha,1],line_width:[i.Number,1],line_join:[n.LineJoin,\"bevel\"],line_cap:[n.LineCap,\"butt\"],line_dash:[i.Or(n.LineDash,i.Array(i.Number)),[]],line_dash_offset:[i.Number,0]},t.Fill={fill_color:[i.Nullable(i.Color),\"gray\"],fill_alpha:[i.Alpha,1]},t.Hatch={hatch_color:[i.Nullable(i.Color),\"black\"],hatch_alpha:[i.Alpha,1],hatch_scale:[i.Number,12],hatch_pattern:[i.Nullable(i.Or(n.HatchPatternType,i.String)),null],hatch_weight:[i.Number,1],hatch_extra:[i.Dict(i.AnyRef()),{}]},t.Text={text_color:[i.Nullable(i.Color),\"#444444\"],text_alpha:[i.Alpha,1],text_font:[o.Font,\"helvetica\"],text_font_size:[i.FontSize,\"16px\"],text_font_style:[n.FontStyle,\"normal\"],text_align:[n.TextAlign,\"left\"],text_baseline:[n.TextBaseline,\"bottom\"],text_line_height:[i.Number,1.2]},t.LineScalar={line_color:[o.ColorScalar,\"black\"],line_alpha:[o.NumberScalar,1],line_width:[o.NumberScalar,1],line_join:[o.LineJoinScalar,\"bevel\"],line_cap:[o.LineCapScalar,\"butt\"],line_dash:[o.LineDashScalar,[]],line_dash_offset:[o.NumberScalar,0]},t.FillScalar={fill_color:[o.ColorScalar,\"gray\"],fill_alpha:[o.NumberScalar,1]},t.HatchScalar={hatch_color:[o.ColorScalar,\"black\"],hatch_alpha:[o.NumberScalar,1],hatch_scale:[o.NumberScalar,12],hatch_pattern:[o.NullStringScalar,null],hatch_weight:[o.NumberScalar,1],hatch_extra:[o.AnyScalar,{}]},t.TextScalar={text_color:[o.ColorScalar,\"#444444\"],text_alpha:[o.NumberScalar,1],text_font:[o.FontScalar,\"helvetica\"],text_font_size:[o.FontSizeScalar,\"16px\"],text_font_style:[o.FontStyleScalar,\"normal\"],text_align:[o.TextAlignScalar,\"left\"],text_baseline:[o.TextBaselineScalar,\"bottom\"],text_line_height:[o.NumberScalar,1.2]},t.LineVector={line_color:[o.ColorSpec,\"black\"],line_alpha:[o.NumberSpec,1],line_width:[o.NumberSpec,1],line_join:[o.LineJoinSpec,\"bevel\"],line_cap:[o.LineCapSpec,\"butt\"],line_dash:[o.LineDashSpec,[]],line_dash_offset:[o.NumberSpec,0]},t.FillVector={fill_color:[o.ColorSpec,\"gray\"],fill_alpha:[o.NumberSpec,1]},t.HatchVector={hatch_color:[o.ColorSpec,\"black\"],hatch_alpha:[o.NumberSpec,1],hatch_scale:[o.NumberSpec,12],hatch_pattern:[o.NullStringSpec,null],hatch_weight:[o.NumberSpec,1],hatch_extra:[o.AnyScalar,{}]},t.TextVector={text_color:[o.ColorSpec,\"#444444\"],text_alpha:[o.NumberSpec,1],text_font:[o.FontSpec,\"helvetica\"],text_font_size:[o.FontSizeSpec,\"16px\"],text_font_style:[o.FontStyleSpec,\"normal\"],text_align:[o.TextAlignSpec,\"left\"],text_baseline:[o.TextBaselineSpec,\"bottom\"],text_line_height:[o.NumberSpec,1.2]},t.attrs_of=function(e,l,t,a=!1){const c={};for(const r of(0,_.keys)(t)){const t=`${l}${r}`,o=e[t];c[a?t:r]=o}return c}},\n function _(l,t,e,i,s){i();const a=l(1),o=l(47),r=(0,a.__importStar)(l(48)),_=l(22);class c extends o.VisualProperties{get doit(){const l=this.fill_color.get_value(),t=this.fill_alpha.get_value();return!(null==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.get_value(),alpha:this.fill_alpha.get_value()}}set_value(l){const t=this.fill_color.get_value(),e=this.fill_alpha.get_value();l.fillStyle=(0,_.color2css)(t,e)}}e.Fill=c,c.__name__=\"Fill\";class h extends o.VisualUniforms{get doit(){const l=this.fill_color.value,t=this.fill_alpha.value;return!(0==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.value,alpha:this.fill_alpha.value}}set_value(l){const t=this.fill_color.value,e=this.fill_alpha.value;l.fillStyle=(0,_.color2css)(t,e)}}e.FillScalar=h,h.__name__=\"FillScalar\";class u extends o.VisualUniforms{get doit(){const{fill_color:l}=this;if(l.is_Scalar()&&0==l.value)return!1;const{fill_alpha:t}=this;return!t.is_Scalar()||0!=t.value}apply(l,t,e){const{doit:i}=this;return i&&(this.set_vectorize(l,t),l.fill(e)),i}values(l){return{color:this.fill_color.get(l),alpha:this.fill_alpha.get(l)}}set_vectorize(l,t){const e=this.fill_color.get(t),i=this.fill_alpha.get(t);l.fillStyle=(0,_.color2css)(e,i)}}e.FillVector=u,u.__name__=\"FillVector\",c.prototype.type=\"fill\",c.prototype.attrs=Object.keys(r.Fill),h.prototype.type=\"fill\",h.prototype.attrs=Object.keys(r.FillScalar),u.prototype.type=\"fill\",u.prototype.attrs=Object.keys(r.FillVector)},\n function _(t,e,l,s,_){s();const i=t(1),a=t(47),o=(0,i.__importStar)(t(48)),n=t(22);class h extends a.VisualProperties{get doit(){const t=this.text_color.get_value(),e=this.text_alpha.get_value();return!(null==t||0==e)}values(){return{color:this.text_color.get_value(),alpha:this.text_alpha.get_value(),font:this.text_font.get_value(),font_size:this.text_font_size.get_value(),font_style:this.text_font_style.get_value(),align:this.text_align.get_value(),baseline:this.text_baseline.get_value(),line_height:this.text_line_height.get_value()}}set_value(t){const e=this.text_color.get_value(),l=this.text_alpha.get_value();t.fillStyle=(0,n.color2css)(e,l),t.font=this.font_value(),t.textAlign=this.text_align.get_value(),t.textBaseline=this.text_baseline.get_value()}font_value(){return`${this.text_font_style.get_value()} ${this.text_font_size.get_value()} ${this.text_font.get_value()}`}}l.Text=h,h.__name__=\"Text\";class x extends a.VisualUniforms{get doit(){const t=this.text_color.value,e=this.text_alpha.value;return!(0==t||0==e)}values(){return{color:this.text_color.value,alpha:this.text_alpha.value,font:this.text_font.value,font_size:this.text_font_size.value,font_style:this.text_font_style.value,align:this.text_align.value,baseline:this.text_baseline.value,line_height:this.text_line_height.value}}set_value(t){const e=this.text_color.value,l=this.text_alpha.value,s=this.font_value(),_=this.text_align.value,i=this.text_baseline.value;t.fillStyle=(0,n.color2css)(e,l),t.font=s,t.textAlign=_,t.textBaseline=i}font_value(){return`${this.text_font_style.value} ${this.text_font_size.value} ${this.text_font.value}`}}l.TextScalar=x,x.__name__=\"TextScalar\";class u extends a.VisualUniforms{values(t){return{color:this.text_color.get(t),alpha:this.text_alpha.get(t),font:this.text_font.get(t),font_size:this.text_font_size.get(t),font_style:this.text_font_style.get(t),align:this.text_align.get(t),baseline:this.text_baseline.get(t),line_height:this.text_line_height.get(t)}}get doit(){const{text_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{text_alpha:e}=this;return!e.is_Scalar()||0!=e.value}set_vectorize(t,e){const l=this.text_color.get(e),s=this.text_alpha.get(e),_=this.font_value(e),i=this.text_align.get(e),a=this.text_baseline.get(e);t.fillStyle=(0,n.color2css)(l,s),t.font=_,t.textAlign=i,t.textBaseline=a}font_value(t){return`${this.text_font_style.get(t)} ${this.text_font_size.get(t)} ${this.text_font.get(t)}`}}l.TextVector=u,u.__name__=\"TextVector\",h.prototype.type=\"text\",h.prototype.attrs=Object.keys(o.Text),x.prototype.type=\"text\",x.prototype.attrs=Object.keys(o.TextScalar),u.prototype.type=\"text\",u.prototype.attrs=Object.keys(o.TextVector)},\n function _(t,e,a,r,i){r();const h=t(1),s=t(47),n=t(52),c=(0,h.__importStar)(t(18)),_=(0,h.__importStar)(t(48));class l extends s.VisualProperties{constructor(){super(...arguments),this._update_iteration=0}update(){if(this._update_iteration++,this._hatch_image=null,!this.doit)return;const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_scale.get_value(),r=this.hatch_pattern.get_value(),i=this.hatch_weight.get_value(),h=t=>{this._hatch_image=t},s=this.hatch_extra.get_value()[r];if(null!=s){const r=s.get_pattern(t,e,a,i);if(r instanceof Promise){const{_update_iteration:t}=this;r.then((e=>{this._update_iteration==t&&(h(e),this.obj.request_render())}))}else h(r)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,r,t,e,a,i);h(c)}}get doit(){const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_pattern.get_value();return!(null==t||0==e||\" \"==a||\"blank\"==a||null==a)}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){const e=this.pattern(t);t.fillStyle=null!=e?e:\"transparent\"}pattern(t){const e=this._hatch_image;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.get_value(),e=this.hatch_extra.get_value()[t];if(null==e)return\"repeat\";switch(e.repetition){case\"repeat\":return\"repeat\";case\"repeat_x\":return\"repeat-x\";case\"repeat_y\":return\"repeat-y\";case\"no_repeat\":return\"no-repeat\"}}}a.Hatch=l,l.__name__=\"Hatch\";class o extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const t=this.hatch_color.value,e=this.hatch_alpha.value,a=this.hatch_pattern.value;return!(null==t||0==e||\" \"==a||\"blank\"==a||null==a)}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=this.hatch_color.value,a=this.hatch_alpha.value,r=this.hatch_scale.value,i=this.hatch_pattern.value,h=this.hatch_weight.value,s=e=>{this._hatch_image=new c.UniformScalar(e,t)},_=this.hatch_extra.value[i];if(null!=_){const t=_.get_pattern(e,a,r,h);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(s(t),this.obj.request_render())}))}else s(t)}else{const t=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(t,i,e,a,r,h);s(c)}}get doit(){return this._static_doit}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){var e;t.fillStyle=null!==(e=this.pattern(t))&&void 0!==e?e:\"transparent\"}pattern(t){const e=this._hatch_image.value;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.value,e=this.hatch_extra.value[t];if(null==e)return\"repeat\";switch(e.repetition){case\"repeat\":return\"repeat\";case\"repeat_x\":return\"repeat-x\";case\"repeat_y\":return\"repeat-y\";case\"no_repeat\":return\"no-repeat\"}}}a.HatchScalar=o,o.__name__=\"HatchScalar\";class u extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const{hatch_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{hatch_alpha:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{hatch_pattern:a}=this;if(a.is_Scalar()){const t=a.value;if(\" \"==t||\"blank\"==t||null==t)return!1}return!0}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=(t,e,a,r,i,h)=>{const s=this.hatch_extra.value[t];if(null!=s){const t=s.get_pattern(e,a,r,i);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(h(t),this.obj.request_render())}))}else h(t)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,t,e,a,r,i);h(c)}};if(this.hatch_color.is_Scalar()&&this.hatch_alpha.is_Scalar()&&this.hatch_scale.is_Scalar()&&this.hatch_pattern.is_Scalar()&&this.hatch_weight.is_Scalar()){const a=this.hatch_color.value,r=this.hatch_alpha.value,i=this.hatch_scale.value;e(this.hatch_pattern.value,a,r,i,this.hatch_weight.value,(e=>{this._hatch_image=new c.UniformScalar(e,t)}))}else{const a=new Array(t);a.fill(null),this._hatch_image=new c.UniformVector(a);for(let r=0;r{a[r]=t}))}}}get doit(){return this._static_doit}apply(t,e,a){const{doit:r}=this;return r&&(this.set_vectorize(t,e),t.layer.undo_transform((()=>t.fill(a)))),r}set_vectorize(t,e){var a;t.fillStyle=null!==(a=this.pattern(t,e))&&void 0!==a?a:\"transparent\"}pattern(t,e){const a=this._hatch_image.get(e);return null==a?null:t.createPattern(a,this.repetition(e))}repetition(t){const e=this.hatch_pattern.get(t),a=this.hatch_extra.value[e];if(null==a)return\"repeat\";switch(a.repetition){case\"repeat\":return\"repeat\";case\"repeat_x\":return\"repeat-x\";case\"repeat_y\":return\"repeat-y\";case\"no_repeat\":return\"no-repeat\"}}}a.HatchVector=u,u.__name__=\"HatchVector\",l.prototype.type=\"hatch\",l.prototype.attrs=Object.keys(_.Hatch),o.prototype.type=\"hatch\",o.prototype.attrs=Object.keys(_.HatchScalar),u.prototype.type=\"hatch\",u.prototype.attrs=Object.keys(_.HatchVector)},\n function _(e,o,a,s,r){s();const i=e(22);function l(e,o,a){e.moveTo(0,a+.5),e.lineTo(o,a+.5),e.stroke()}function n(e,o,a){e.moveTo(a+.5,0),e.lineTo(a+.5,o),e.stroke()}function t(e,o){e.moveTo(0,o),e.lineTo(o,0),e.stroke(),e.moveTo(0,0),e.lineTo(o,o),e.stroke()}a.hatch_aliases={\" \":\"blank\",\".\":\"dot\",o:\"ring\",\"-\":\"horizontal_line\",\"|\":\"vertical_line\",\"+\":\"cross\",'\"':\"horizontal_dash\",\":\":\"vertical_dash\",\"@\":\"spiral\",\"/\":\"right_diagonal_line\",\"\\\\\":\"left_diagonal_line\",x:\"diagonal_cross\",\",\":\"right_diagonal_dash\",\"`\":\"left_diagonal_dash\",v:\"horizontal_wave\",\">\":\"vertical_wave\",\"*\":\"criss_cross\"},a.get_pattern=function(e,o,s,r,c,k){return e.resize(c,c),e.prepare(),function(e,o,s,r,c,k){var _;const T=c,v=T/2,h=v/2,d=(0,i.color2css)(s,r);switch(e.strokeStyle=d,e.fillStyle=d,e.lineCap=\"square\",e.lineWidth=k,null!==(_=a.hatch_aliases[o])&&void 0!==_?_:o){case\"blank\":break;case\"dot\":e.arc(v,v,v/2,0,2*Math.PI,!0),e.fill();break;case\"ring\":e.arc(v,v,v/2,0,2*Math.PI,!0),e.stroke();break;case\"horizontal_line\":l(e,T,v);break;case\"vertical_line\":n(e,T,v);break;case\"cross\":l(e,T,v),n(e,T,v);break;case\"horizontal_dash\":l(e,v,v);break;case\"vertical_dash\":n(e,v,v);break;case\"spiral\":{const o=T/30;e.moveTo(v,v);for(let a=0;a<360;a++){const s=.1*a,r=v+o*s*Math.cos(s),i=v+o*s*Math.sin(s);e.lineTo(r,i)}e.stroke();break}case\"right_diagonal_line\":e.moveTo(.5-h,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(5*h+.5,0),e.stroke(),e.stroke();break;case\"left_diagonal_line\":e.moveTo(h+.5,T),e.lineTo(.5-h,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(5*h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.stroke();break;case\"diagonal_cross\":t(e,T);break;case\"right_diagonal_dash\":e.moveTo(h+.5,3*h+.5),e.lineTo(3*h+.5,h+.5),e.stroke();break;case\"left_diagonal_dash\":e.moveTo(h+.5,h+.5),e.lineTo(3*h+.5,3*h+.5),e.stroke();break;case\"horizontal_wave\":e.moveTo(0,h),e.lineTo(v,3*h),e.lineTo(T,h),e.stroke();break;case\"vertical_wave\":e.moveTo(h,0),e.lineTo(3*h,v),e.lineTo(h,T),e.stroke();break;case\"criss_cross\":t(e,T),l(e,T,v),n(e,T,v)}}(e.ctx,o,s,r,c,k),e.canvas}},\n function _(e,t,s,n,c){var a;n();const i=e(14),r=e(8),l=e(13),o=e(26),_=e(19);class h extends i.HasProps{constructor(e){super(e)}get is_syncable(){return this.syncable}[o.equals](e,t){return t.eq(this.id,e.id)&&super[o.equals](e,t)}initialize(){super.initialize(),this._js_callbacks=new Map}connect_signals(){super.connect_signals(),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,(()=>this._update_property_callbacks())),this.connect(this.properties.js_event_callbacks.change,(()=>this._update_event_callbacks())),this.connect(this.properties.subscribed_events.change,(()=>this._update_event_callbacks()))}_process_event(e){var t;for(const s of null!==(t=this.js_event_callbacks[e.event_name])&&void 0!==t?t:[])s.execute(e);null!=this.document&&this.subscribed_events.some((t=>t==e.event_name))&&this.document.event_manager.send_event(e)}trigger_event(e){null!=this.document&&(e.origin=this,this.document.event_manager.trigger(e))}_update_event_callbacks(){null!=this.document?this.document.event_manager.subscribed_models.add(this):_.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(0,l.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(){(0,l.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((0,r.isString)(e))return[...this.references()].filter((t=>t instanceof h&&t.name===e));if(e.prototype instanceof i.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=h,a=h,h.__name__=\"Model\",a.define((({Any:e,Unknown:t,Boolean:s,String:n,Array:c,Dict:a,Nullable:i})=>({tags:[c(t),[]],name:[i(n),null],js_property_callbacks:[a(c(e)),{}],js_event_callbacks:[a(c(e)),{}],subscribed_events:[c(n),[]],syncable:[s,!0]})))},\n function _(e,t,s,a,r){var c,n;a();const _=e(12),o=e(53),i=e(55),l=e(59),u=e(61),g=e(62),h=e(57),p=e(63),m=e(67);class x{constructor(e,t){this.x_scale=e,this.y_scale=t,this.x_source=this.x_scale.source_range,this.y_source=this.y_scale.source_range,this.ranges=[this.x_source,this.y_source],this.scales=[this.x_scale,this.y_scale]}map_to_screen(e,t){return[this.x_scale.v_compute(e),this.y_scale.v_compute(t)]}map_from_screen(e,t){return[this.x_scale.v_invert(e),this.y_scale.v_invert(t)]}}s.CoordinateTransform=x,x.__name__=\"CoordinateTransform\";class y extends o.Model{constructor(e){super(e)}get x_ranges(){return new Map([[\"default\",this.x_source]])}get y_ranges(){return new Map([[\"default\",this.y_source]])}_get_scale(e,t,s){if(e instanceof m.FactorRange!=t instanceof g.CategoricalScale)throw new Error(`Range ${e.type} is incompatible is Scale ${t.type}`);t instanceof u.LogScale&&e instanceof p.DataRange1d&&(e.scale_hint=\"log\");const a=t.clone();return a.setv({source_range:e,target_range:s}),a}get_transform(e){const{x_source:t,x_scale:s,x_target:a}=this,r=this._get_scale(t,s,a),{y_source:c,y_scale:n,y_target:_}=this,o=this._get_scale(c,n,_),i=new v({source_scale:r,source_range:r.source_range,target_scale:e.x_scale,target_range:e.x_target}),l=new v({source_scale:o,source_range:o.source_range,target_scale:e.y_scale,target_range:e.y_target});return new x(i,l)}}s.CoordinateMapping=y,c=y,y.__name__=\"CoordinateMapping\",c.define((({Ref:e})=>({x_source:[e(h.Range),()=>new p.DataRange1d],y_source:[e(h.Range),()=>new p.DataRange1d],x_scale:[e(i.Scale),()=>new l.LinearScale],y_scale:[e(i.Scale),()=>new l.LinearScale],x_target:[e(h.Range)],y_target:[e(h.Range)]})));class v extends i.Scale{constructor(e){super(e)}get s_compute(){const e=this.source_scale.s_compute,t=this.target_scale.s_compute;return s=>t(e(s))}get s_invert(){const e=this.source_scale.s_invert,t=this.target_scale.s_invert;return s=>e(t(s))}compute(e){return this.s_compute(e)}v_compute(e){const{s_compute:t}=this;return(0,_.map)(e,t)}invert(e){return this.s_invert(e)}v_invert(e){const{s_invert:t}=this;return(0,_.map)(e,t)}}s.CompositeScale=v,n=v,v.__name__=\"CompositeScale\",n.internal((({Ref:e})=>({source_scale:[e(i.Scale)],target_scale:[e(i.Scale)]})))},\n function _(e,t,r,n,s){var _;n();const a=e(56),c=e(57),o=e(58),i=e(24);class u extends a.Transform{constructor(e){super(e)}compute(e){return this.s_compute(e)}v_compute(e){const t=new i.ScreenArray(e.length),{s_compute:r}=this;for(let n=0;n({source_range:[e(c.Range)],target_range:[e(o.Range1d)]})))},\n function _(n,s,o,r,c){r();const e=n(53);class t extends e.Model{constructor(n){super(n)}}o.Transform=t,t.__name__=\"Transform\"},\n function _(e,t,n,i,s){var r;i();const a=e(53);class l extends a.Model{constructor(e){super(e),this.have_updated_interactively=!1}get is_reversed(){return this.start>this.end}get is_valid(){return isFinite(this.min)&&isFinite(this.max)}get span(){return Math.abs(this.end-this.start)}}n.Range=l,r=l,l.__name__=\"Range\",r.define((({Number:e,Tuple:t,Or:n,Auto:i,Nullable:s})=>({bounds:[s(n(t(s(e),s(e)),i)),null],min_interval:[s(e),null],max_interval:[s(e),null]}))),r.internal((({Array:e,AnyRef:t})=>({plots:[e(t()),[]]})))},\n function _(t,e,s,n,r){var a;n();const i=t(57);class _ extends i.Range{constructor(t){super(t)}_set_auto_bounds(){if(\"auto\"==this.bounds){const t=Math.min(this._reset_start,this._reset_end),e=Math.max(this._reset_start,this._reset_end);this.setv({bounds:[t,e]},{silent:!0})}}initialize(){super.initialize(),this._set_auto_bounds()}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}reset(){this._set_auto_bounds();const{_reset_start:t,_reset_end:e}=this;this.start!=t||this.end!=e?this.setv({start:t,end:e}):this.change.emit()}map(t){return new _({start:t(this.start),end:t(this.end)})}widen(t){let{start:e,end:s}=this;return this.is_reversed?(e+=t,s-=t):(e-=t,s+=t),new _({start:e,end:s})}}s.Range1d=_,a=_,_.__name__=\"Range1d\",a.define((({Number:t,Nullable:e})=>({start:[t,0],end:[t,1],reset_start:[e(t),null,{on_update(t,e){e._reset_start=null!=t?t:e.start}}],reset_end:[e(t),null,{on_update(t,e){e._reset_end=null!=t?t:e.end}}]})))},\n function _(t,e,n,r,s){r();const a=t(60);class _ extends a.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e]=this._linear_compute_state();return n=>t*n+e}get s_invert(){const[t,e]=this._linear_compute_state();return n=>(n-e)/t}_linear_compute_state(){const t=this.source_range.start,e=this.source_range.end,n=this.target_range.start,r=(this.target_range.end-n)/(e-t);return[r,-r*t+n]}}n.LinearScale=_,_.__name__=\"LinearScale\"},\n function _(n,c,o,s,e){s();const t=n(55);class u extends t.Scale{constructor(n){super(n)}}o.ContinuousScale=u,u.__name__=\"ContinuousScale\"},\n function _(t,e,a,o,s){o();const r=t(60);class n extends r.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e,a,o]=this._compute_state();return s=>{if(0==a)return 0;{const r=(Math.log(s)-o)/a;return isFinite(r)?r*t+e:NaN}}}get s_invert(){const[t,e,a,o]=this._compute_state();return s=>{const r=(s-e)/t;return Math.exp(a*r+o)}}_get_safe_factor(t,e){let a=t<0?0:t,o=e<0?0:e;if(a==o)if(0==a)[a,o]=[1,10];else{const t=Math.log(a)/Math.log(10);a=10**Math.floor(t),o=Math.ceil(t)!=Math.floor(t)?10**Math.ceil(t):10**(Math.ceil(t)+1)}return[a,o]}_compute_state(){const t=this.source_range.start,e=this.source_range.end,a=this.target_range.start,o=this.target_range.end-a,[s,r]=this._get_safe_factor(t,e);let n,c;0==s?(n=Math.log(r),c=0):(n=Math.log(r)-Math.log(s),c=Math.log(s));return[o,a,n,c]}}a.LogScale=n,n.__name__=\"LogScale\"},\n function _(t,e,c,a,s){a();const n=t(55),r=t(59),{_linear_compute_state:o}=r.LinearScale.prototype;class l extends n.Scale{constructor(t){super(t)}get s_compute(){const[t,e]=o.call(this),c=this.source_range;return a=>t*c.synthetic(a)+e}get s_invert(){const[t,e]=o.call(this);return c=>(c-e)/t}}c.CategoricalScale=l,l.__name__=\"CategoricalScale\"},\n function _(t,i,n,e,a){e();const s=t(1);var l;const _=t(64),o=t(20),r=t(9),h=t(19),d=(0,s.__importStar)(t(65)),u=t(66);class g extends _.DataRange{constructor(t){super(t),this.have_updated_interactively=!1}initialize(){super.initialize(),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span,this._plot_bounds=new Map}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}computed_renderers(){const{renderers:t,names:i}=this,n=(0,r.concat)(this.plots.map((t=>t.data_renderers)));return(0,u.compute_renderers)(0==t.length?\"auto\":t,n,i)}_compute_plot_bounds(t,i){let n=d.empty();for(const e of t){const t=i.get(e);null==t||!e.visible&&this.only_visible||(n=d.union(n,t))}return n}adjust_bounds_for_aspect(t,i){const n=d.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 el&&(\"start\"==this.follow?a=e+s*l:\"end\"==this.follow&&(e=a-s*l)),[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.entries(),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);let h=!1;\"auto\"==this.bounds&&(this.setv({bounds:[o,r]},{silent:!0}),h=!0);const[d,u]=[this.start,this.end];if(o!=d||r!=u){const t={};o!=d&&(t.start=o),r!=u&&(t.end=r),this.setv(t),h=!1}h&&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=g,l=g,g.__name__=\"DataRange1d\",l.define((({Boolean:t,Number:i,Nullable:n})=>({start:[i],end:[i],range_padding:[i,.1],range_padding_units:[o.PaddingUnits,\"percent\"],flipped:[t,!1],follow:[n(o.StartEnd),null],follow_interval:[n(i),null],default_span:[i,2],only_visible:[t,!1]}))),l.internal((({Enum:t})=>({scale_hint:[t(\"log\",\"auto\"),\"auto\"]})))},\n function _(e,n,a,r,s){var t;r();const c=e(57);class _ extends c.Range{constructor(e){super(e)}}a.DataRange=_,t=_,_.__name__=\"DataRange\",t.define((({String:e,Array:n,AnyRef:a})=>({names:[n(e),[]],renderers:[n(a()),[]]})))},\n function _(t,i,e,h,r){h();const s=t(24),n=t(26),{min:x,max:y}=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:x(t.x0,i.x0),x1:y(t.x1,i.x1),y0:x(t.y0,i.y0),y1:y(t.y1,i.y1)}};class o{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}}static from_rect({left:t,right:i,top:e,bottom:h}){return new o({x0:Math.min(t,i),y0:Math.min(e,h),x1:Math.max(t,i),y1:Math.max(e,h)})}equals(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1}[n.equals](t,i){return i.eq(this.x0,t.x0)&&i.eq(this.y0,t.y0)&&i.eq(this.x1,t.x1)&&i.eq(this.y1,t.y1)}toString(){return`BBox({left: ${this.left}, top: ${this.top}, width: ${this.width}, height: ${this.height}})`}get left(){return this.x0}get top(){return this.y0}get right(){return this.x1}get bottom(){return this.y1}get p0(){return[this.x0,this.y0]}get p1(){return[this.x1,this.y1]}get x(){return this.x0}get y(){return this.y0}get width(){return this.x1-this.x0}get height(){return this.y1-this.y0}get size(){return{width:this.width,height:this.height}}get rect(){const{x0:t,y0:i,x1:e,y1:h}=this;return{p0:{x:t,y:i},p1:{x:e,y:i},p2:{x:e,y:h},p3:{x:t,y:h}}}get box(){const{x:t,y:i,width:e,height:h}=this;return{x:t,y:i,width:e,height:h}}get h_range(){return{start:this.x0,end:this.x1}}get v_range(){return{start:this.y0,end:this.y1}}get ranges(){return[this.h_range,this.v_range]}get aspect(){return this.width/this.height}get hcenter(){return(this.left+this.right)/2}get vcenter(){return(this.top+this.bottom)/2}get area(){return this.width*this.height}relative(){const{width:t,height:i}=this;return new o({x:0,y:0,width:t,height:i})}translate(t,i){const{x:e,y:h,width:r,height:s}=this;return new o({x:t+e,y:i+h,width:r,height:s})}relativize(t,i){return[t-this.x,i-this.y]}contains(t,i){return this.x0<=t&&t<=this.x1&&this.y0<=i&&i<=this.y1}clip(t,i){return tthis.x1&&(t=this.x1),ithis.y1&&(i=this.y1),[t,i]}grow_by(t){return new o({left:this.left-t,right:this.right+t,top:this.top-t,bottom:this.bottom+t})}shrink_by(t){return new o({left:this.left+t,right:this.right-t,top:this.top+t,bottom:this.bottom-t})}union(t){return new o({x0:x(this.x0,t.x0),y0:x(this.y0,t.y0),x1:y(this.x1,t.x1),y1:y(this.y1,t.y1)})}intersection(t){return this.intersects(t)?new o({x0:y(this.x0,t.x0),y0:y(this.y0,t.y0),x1:x(this.x1,t.x1),y1:x(this.y1,t.y1)}):null}intersects(t){return!(t.x1this.x1||t.y1this.y1)}get xview(){return{compute:t=>this.left+t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.left;for(let h=0;hthis.bottom-t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.bottom;for(let h=0;h0&&(r=r.filter((n=>(0,l.includes)(t,n.name)))),r}},\n function _(t,n,e,i,s){var r;i();const a=t(57),o=t(20),g=t(21),p=t(24),c=t(9),l=t(8),u=t(11);function h(t,n,e=0){const i=new Map;for(let s=0;sa.get(t).value)));r.set(t,{value:l/s,mapping:a}),o+=s+n+p}return[r,(a.size-1)*n+g]}function _(t,n,e,i,s=0){var r;const a=new Map,o=new Map;for(const[n,e,i]of t){const t=null!==(r=o.get(n))&&void 0!==r?r:[];o.set(n,[...t,[e,i]])}let g=s,p=0;for(const[t,s]of o){const r=s.length,[o,l]=d(s,e,i,g);p+=l;const u=(0,c.sum)(s.map((([t])=>o.get(t).value)));a.set(t,{value:u/r,mapping:o}),g+=r+n+l}return[a,(o.size-1)*n+p]}e.Factor=(0,g.Or)(g.String,(0,g.Tuple)(g.String,g.String),(0,g.Tuple)(g.String,g.String,g.String)),e.FactorSeq=(0,g.Or)((0,g.Array)(g.String),(0,g.Array)((0,g.Tuple)(g.String,g.String)),(0,g.Array)((0,g.Tuple)(g.String,g.String,g.String))),e.map_one_level=h,e.map_two_levels=d,e.map_three_levels=_;class f extends a.Range{constructor(t){super(t)}get min(){return this.start}get max(){return this.end}initialize(){super.initialize(),this._init(!0)}connect_signals(){super.connect_signals(),this.connect(this.properties.factors.change,(()=>this.reset())),this.connect(this.properties.factor_padding.change,(()=>this.reset())),this.connect(this.properties.group_padding.change,(()=>this.reset())),this.connect(this.properties.subgroup_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding_units.change,(()=>this.reset()))}reset(){this._init(!1),this.change.emit()}_lookup(t){switch(t.length){case 1:{const[n]=t,e=this._mapping.get(n);return null!=e?e.value:NaN}case 2:{const[n,e]=t,i=this._mapping.get(n);if(null!=i){const t=i.mapping.get(e);if(null!=t)return t.value}return NaN}case 3:{const[n,e,i]=t,s=this._mapping.get(n);if(null!=s){const t=s.mapping.get(e);if(null!=t){const n=t.mapping.get(i);if(null!=n)return n.value}}return NaN}default:(0,u.unreachable)()}}synthetic(t){if((0,l.isNumber)(t))return t;if((0,l.isString)(t))return this._lookup([t]);let n=0;const e=t[t.length-1];return(0,l.isNumber)(e)&&(n=e,t=t.slice(0,-1)),this._lookup(t)+n}v_synthetic(t){const n=t.length,e=new p.ScreenArray(n);for(let i=0;i{if((0,c.every)(this.factors,l.isString)){const t=this.factors,[n,e]=h(t,this.factor_padding);return{levels:1,mapping:n,tops:null,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&2==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])))){const t=this.factors,[n,e]=d(t,this.group_padding,this.factor_padding),i=[...n.keys()];return{levels:2,mapping:n,tops:i,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&3==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])&&(0,l.isString)(t[2])))){const t=this.factors,[n,e]=_(t,this.group_padding,this.subgroup_padding,this.factor_padding),i=[...n.keys()],s=[];for(const[t,e]of n)for(const n of e.mapping.keys())s.push([t,n]);return{levels:3,mapping:n,tops:i,mids:s,inside_padding:e}}(0,u.unreachable)()})();this._mapping=e,this.tops=i,this.mids=s;let a=0,o=this.factors.length+r;if(\"percent\"==this.range_padding_units){const t=(o-a)*this.range_padding/2;a-=t,o+=t}else a-=this.range_padding,o+=this.range_padding;this.setv({start:a,end:o,levels:n},{silent:t}),\"auto\"==this.bounds&&this.setv({bounds:[a,o]},{silent:!0})}}e.FactorRange=f,r=f,f.__name__=\"FactorRange\",r.define((({Number:t})=>({factors:[e.FactorSeq,[]],factor_padding:[t,0],subgroup_padding:[t,.8],group_padding:[t,1.4],range_padding:[t,0],range_padding_units:[o.PaddingUnits,\"percent\"],start:[t],end:[t]}))),r.internal((({Number:t,String:n,Array:e,Tuple:i,Nullable:s})=>({levels:[t],mids:[s(e(i(n,n))),null],tops:[s(e(n)),null]})))},\n function _(t,e,s,a,i){a();const n=t(1);var _;const r=t(69),o=t(112),l=t(48),d=t(20),h=t(24),c=t(113),u=(0,n.__importStar)(t(18)),v=t(10);class p extends r.DataAnnotationView{async 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t=0;t({x_start:[u.XCoordinateSpec,{field:\"x_start\"}],y_start:[u.YCoordinateSpec,{field:\"y_start\"}],start_units:[d.SpatialUnits,\"data\"],start:[e(t(o.ArrowHead)),null],x_end:[u.XCoordinateSpec,{field:\"x_end\"}],y_end:[u.YCoordinateSpec,{field:\"y_end\"}],end_units:[d.SpatialUnits,\"data\"],end:[e(t(o.ArrowHead)),()=>new o.OpenHead]})))},\n function _(t,e,n,s,a){s();const o=t(1);var i;const c=t(40),r=t(70),_=t(75),l=t(78),h=(0,o.__importStar)(t(18));class d extends c.AnnotationView{constructor(){super(...arguments),this._initial_set_data=!1}connect_signals(){super.connect_signals();const t=()=>{this.set_data(this.model.source),this._rerender()};this.connect(this.model.change,t),this.connect(this.model.source.streaming,t),this.connect(this.model.source.patching,t),this.connect(this.model.source.change,t)}_rerender(){this.request_render()}set_data(t){const e=this;for(const n of this.model)if(n instanceof h.VectorSpec||n instanceof h.ScalarSpec)if(n instanceof h.BaseCoordinateSpec){const s=n.array(t);e[`_${n.attr}`]=s}else{const s=n.uniform(t);e[`${n.attr}`]=s}this.plot_model.use_map&&(null!=e._x&&l.inplace.project_xy(e._x,e._y),null!=e._xs&&l.inplace.project_xsys(e._xs,e._ys));for(const t of this.visuals)t.update()}_render(){this._initial_set_data||(this.set_data(this.model.source),this._initial_set_data=!0),this.map_data(),this.paint(this.layer.ctx)}}n.DataAnnotationView=d,d.__name__=\"DataAnnotationView\";class u extends c.Annotation{constructor(t){super(t)}}n.DataAnnotation=u,i=u,u.__name__=\"DataAnnotation\",i.define((({Ref:t})=>({source:[t(r.ColumnarDataSource),()=>new _.ColumnDataSource]})))},\n function _(t,e,n,s,a){var i;s();const r=t(71),l=t(15),c=t(19),o=t(73),h=t(8),u=t(9),g=t(13),d=t(72),_=t(74),m=t(29);class w extends r.DataSource{constructor(t){super(t),this.selection_manager=new o.SelectionManager(this)}get_array(t){let e=this.data[t];return null==e?this.data[t]=e=[]:(0,h.isArray)(e)||(this.data[t]=e=Array.from(e)),e}initialize(){super.initialize(),this._select=new l.Signal0(this,\"select\"),this.inspect=new l.Signal(this,\"inspect\"),this.streaming=new l.Signal0(this,\"streaming\"),this.patching=new l.Signal(this,\"patching\")}get_column(t){const e=this.data[t];return null!=e?e:null}columns(){return(0,g.keys)(this.data)}get_length(t=!0){const e=(0,u.uniq)((0,g.values)(this.data).map((t=>(0,m.is_NDArray)(t)?t.shape[0]:t.length)));switch(e.length){case 0:return null;case 1:return e[0];default:{const n=\"data source has columns of inconsistent lengths\";if(t)return c.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=w,i=w,w.__name__=\"ColumnarDataSource\",i.define((({Ref:t})=>({selection_policy:[t(_.SelectionPolicy),()=>new _.UnionRenderers]}))),i.internal((({AnyRef:t})=>({inspected:[t(),()=>new d.Selection]})))},\n function _(e,c,n,t,o){var a;t();const s=e(53),r=e(72);class l extends s.Model{constructor(e){super(e)}}n.DataSource=l,a=l,l.__name__=\"DataSource\",a.define((({Ref:e})=>({selected:[e(r.Selection),()=>new r.Selection]})))},\n function _(i,e,s,t,n){var l;t();const c=i(53),d=i(9),h=i(13);class _ extends c.Model{constructor(i){super(i)}get_view(){return this.view}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.multiline_indices=i.multiline_indices,this.image_indices=i.image_indices,this.view=i.view,this.selected_glyphs=i.selected_glyphs;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.image_indices=[],this.view=null,this.selected_glyphs=[]}map(i){return new _(Object.assign(Object.assign({},this.attributes),{indices:this.indices.map(i),multiline_indices:(0,h.to_object)((0,h.entries)(this.multiline_indices).map((([e,s])=>[i(Number(e)),s]))),image_indices:this.image_indices.map((e=>Object.assign(Object.assign({},e),{index:i(e.index)})))}))}is_empty(){return 0==this.indices.length&&0==this.line_indices.length&&0==this.image_indices.length}update_through_union(i){this.indices=(0,d.union)(this.indices,i.indices),this.selected_glyphs=(0,d.union)(i.selected_glyphs,this.selected_glyphs),this.line_indices=(0,d.union)(i.line_indices,this.line_indices),this.view=i.view,this.multiline_indices=(0,h.merge)(i.multiline_indices,this.multiline_indices)}update_through_intersection(i){this.indices=(0,d.intersection)(this.indices,i.indices),this.selected_glyphs=(0,d.union)(i.selected_glyphs,this.selected_glyphs),this.line_indices=(0,d.union)(i.line_indices,this.line_indices),this.view=i.view,this.multiline_indices=(0,h.merge)(i.multiline_indices,this.multiline_indices)}update_through_subtraction(i){this.indices=(0,d.difference)(this.indices,i.indices),this.selected_glyphs=(0,d.union)(i.selected_glyphs,this.selected_glyphs),this.line_indices=(0,d.union)(i.line_indices,this.line_indices),this.view=i.view,this.multiline_indices=(0,h.merge)(i.multiline_indices,this.multiline_indices)}}s.Selection=_,l=_,_.__name__=\"Selection\",l.define((({Int:i,Array:e,Dict:s})=>({indices:[e(i),[]],line_indices:[e(i),[]],multiline_indices:[s(e(i)),{}]}))),l.internal((({Int:i,Array:e,AnyRef:s,Struct:t,Nullable:n})=>({selected_glyphs:[e(s()),[]],view:[n(s()),null],image_indices:[e(t({index:i,dim1:i,dim2:i,flat_index:i})),[]]})))},\n function _(e,t,o,s,c){s();const n=e(72);function i(e){return\"GlyphRenderer\"==e.model.type}function l(e){return\"GraphRenderer\"==e.model.type}class r{constructor(e){this.source=e,this.inspectors=new Map}select(e,t,o,s=\"replace\"){const c=[],n=[];for(const t of e)i(t)?c.push(t):l(t)&&n.push(t);let r=!1;for(const e of n){const c=e.model.selection_policy.hit_test(t,e);r=r||e.model.selection_policy.do_selection(c,e.model,o,s)}if(c.length>0){const e=this.source.selection_policy.hit_test(t,c);r=r||this.source.selection_policy.do_selection(e,this.source,o,s)}return r}inspect(e,t){let o=!1;if(i(e)){const s=e.hit_test(t);if(null!=s){o=!s.is_empty();const c=this.get_or_create_inspector(e.model);c.update(s,!0,\"replace\"),this.source.setv({inspected:c},{silent:!0}),this.source.inspect.emit([e.model,{geometry:t}])}}else if(l(e)){const s=e.model.inspection_policy.hit_test(t,e);o=o||e.model.inspection_policy.do_inspection(s,t,e,!1,\"replace\")}return o}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 n.Selection,this.inspectors.set(e,t)),t}}o.SelectionManager=r,r.__name__=\"SelectionManager\"},\n function _(e,t,n,s,o){s();const r=e(53);class c extends r.Model{do_selection(e,t,n,s){return null!=e&&(t.selected.update(e,n,s),t._select.emit(),!t.selected.is_empty())}}n.SelectionPolicy=c,c.__name__=\"SelectionPolicy\";class l extends c{hit_test(e,t){const n=[];for(const s of t){const t=s.hit_test(e);null!=t&&n.push(t)}if(n.length>0){const e=n[0];for(const t of n)e.update_through_intersection(t);return e}return null}}n.IntersectRenderers=l,l.__name__=\"IntersectRenderers\";class _ extends c{hit_test(e,t){const n=[];for(const s of t){const t=s.hit_test(e);null!=t&&n.push(t)}if(n.length>0){const e=n[0];for(const t of n)e.update_through_union(t);return e}return null}}n.UnionRenderers=_,_.__name__=\"UnionRenderers\"},\n function _(t,n,e,s,o){s();const r=t(1);var l;const c=t(70),i=t(8),a=t(13),u=(0,r.__importStar)(t(76)),h=t(77),d=t(35);function f(t,n,e){if((0,i.isArray)(t)){const s=t.concat(n);return null!=e&&s.length>e?s.slice(-e):s}if((0,i.isTypedArray)(t)){const s=t.length+n.length;if(null!=e&&s>e){const o=s-e,r=t.length;let l;t.length({data:[t(n),{}]})))},\n function _(t,n,o,e,c){e(),o.concat=function(t,...n){let o=t.length;for(const t of n)o+=t.length;const e=new t.constructor(o);e.set(t,0);let c=t.length;for(const t of n)e.set(t,c),c+=t.length;return e}},\n function _(n,o,t,e,f){function c(...n){const o=new Set;for(const t of n)for(const n of t)o.add(n);return o}e(),t.union=c,t.intersection=function(n,...o){const t=new Set;n:for(const e of n){for(const n of o)if(!n.has(e))continue n;t.add(e)}return t},t.difference=function(n,...o){const t=new Set(n);for(const n of c(...o))t.delete(n);return t}},\n function _(n,t,e,o,r){o();const c=n(1),l=(0,c.__importDefault)(n(79)),i=(0,c.__importDefault)(n(80)),u=n(24),a=new i.default(\"GOOGLE\"),s=new i.default(\"WGS84\"),f=(0,l.default)(s,a);e.wgs84_mercator={compute:(n,t)=>isFinite(n)&&isFinite(t)?f.forward([n,t]):[NaN,NaN],invert:(n,t)=>isFinite(n)&&isFinite(t)?f.inverse([n,t]):[NaN,NaN]};const _={lon:[-20026376.39,20026376.39],lat:[-20048966.1,20048966.1]},p={lon:[-180,180],lat:[-85.06,85.06]},{min:g,max:h}=Math;function m(n,t){const o=g(n.length,t.length),r=(0,u.infer_type)(n,t),c=new r(o),l=new r(o);return e.inplace.project_xy(n,t,c,l),[c,l]}e.clip_mercator=function(n,t,e){const[o,r]=_[e];return[h(n,o),g(t,r)]},e.in_bounds=function(n,t){const[e,o]=p[t];return e2?void 0!==e.name&&\"geocent\"===e.name||void 0!==n.name&&\"geocent\"===n.name?\"number\"==typeof o.z?[o.x,o.y,o.z].concat(t.splice(3)):[o.x,o.y,t[2]].concat(t.splice(3)):[o.x,o.y].concat(t.splice(2)):[o.x,o.y]):(a=(0,c.default)(e,n,t,r),2===(i=Object.keys(t)).length||i.forEach((function(r){if(void 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i=(0,m.default)(f.default,a.datumCode);i&&(a.datum_params=a.datum_params||(i.towgs84?i.towgs84.split(\",\"):null),a.ellps=i.ellipse,a.datumName=i.datumName?i.datumName:a.datumCode)}a.k0=a.k0||1,a.axis=a.axis||\"enu\",a.ellps=a.ellps||\"wgs84\",a.lat1=a.lat1||a.lat0;var l=(0,o.sphere)(a.a,a.b,a.rf,a.ellps,a.sphere),d=(0,o.eccentricity)(l.a,l.b,l.rf,a.R_A),_=(0,n.getNadgrids)(a.nadgrids),c=a.datum||(0,p.default)(a.datumCode,a.datum_params,l.a,l.b,d.es,d.ep2,_);(0,r.default)(this,a),(0,r.default)(this,s),this.a=l.a,this.b=l.b,this.rf=l.rf,this.sphere=l.sphere,this.es=d.es,this.e=d.e,this.ep2=d.ep2,this.datum=c,this.init(),e(null,this)}else e(t)}else e(t)}h.projections=d.default,h.projections.start(),a.default=h},\n function _(t,r,n,u,e){u();const f=t(1),i=(0,f.__importDefault)(t(82)),a=(0,f.__importDefault)(t(89)),o=(0,f.__importDefault)(t(84)),l=(0,f.__importDefault)(t(88));var C=[\"PROJECTEDCRS\",\"PROJCRS\",\"GEOGCS\",\"GEOCCS\",\"PROJCS\",\"LOCAL_CS\",\"GEODCRS\",\"GEODETICCRS\",\"GEODETICDATUM\",\"ENGCRS\",\"ENGINEERINGCRS\"];var d=[\"3857\",\"900913\",\"3785\",\"102113\"];n.default=function(t){if(!function(t){return\"string\"==typeof t}(t))return t;if(function(t){return t in i.default}(t))return i.default[t];if(function(t){return C.some((function(r){return t.indexOf(r)>-1}))}(t)){var r=(0,a.default)(t);if(function(t){var r=(0,l.default)(t,\"authority\");if(r){var n=(0,l.default)(r,\"epsg\");return n&&d.indexOf(n)>-1}}(r))return i.default[\"EPSG:3857\"];var n=function(t){var r=(0,l.default)(t,\"extension\");if(r)return(0,l.default)(r,\"proj4\")}(r);return n?(0,o.default)(n):r}return function(t){return\"+\"===t[0]}(t)?(0,o.default)(t):void 0}},\n function _(t,r,i,e,n){e();const f=t(1),a=(0,f.__importDefault)(t(83)),l=(0,f.__importDefault)(t(84)),u=(0,f.__importDefault)(t(89));function o(t){var r=this;if(2===arguments.length){var i=arguments[1];\"string\"==typeof i?\"+\"===i.charAt(0)?o[t]=(0,l.default)(arguments[1]):o[t]=(0,u.default)(arguments[1]):o[t]=i}else if(1===arguments.length){if(Array.isArray(t))return t.map((function(t){Array.isArray(t)?o.apply(r,t):o(t)}));if(\"string\"==typeof t){if(t in o)return o[t]}else\"EPSG\"in t?o[\"EPSG:\"+t.EPSG]=t:\"ESRI\"in t?o[\"ESRI:\"+t.ESRI]=t:\"IAU2000\"in t?o[\"IAU2000:\"+t.IAU2000]=t:console.log(t);return}}(0,a.default)(o),i.default=o},\n function _(t,l,G,S,e){S(),G.default=function(t){t(\"EPSG:4326\",\"+title=WGS 84 (long/lat) +proj=longlat +ellps=WGS84 +datum=WGS84 +units=degrees\"),t(\"EPSG:4269\",\"+title=NAD83 (long/lat) +proj=longlat +a=6378137.0 +b=6356752.31414036 +ellps=GRS80 +datum=NAD83 +units=degrees\"),t(\"EPSG:3857\",\"+title=WGS 84 / Pseudo-Mercator +proj=merc +a=6378137 +b=6378137 +lat_ts=0.0 +lon_0=0.0 +x_0=0.0 +y_0=0 +k=1.0 +units=m +nadgrids=@null 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o.push(!0),t[o[0].toLowerCase()]=o[1],t}),{}),c={proj:\"projName\",datum:\"datumCode\",rf:function(t){u.rf=parseFloat(t)},lat_0:function(t){u.lat0=t*r.D2R},lat_1:function(t){u.lat1=t*r.D2R},lat_2:function(t){u.lat2=t*r.D2R},lat_ts:function(t){u.lat_ts=t*r.D2R},lon_0:function(t){u.long0=t*r.D2R},lon_1:function(t){u.long1=t*r.D2R},lon_2:function(t){u.long2=t*r.D2R},alpha:function(t){u.alpha=parseFloat(t)*r.D2R},gamma:function(t){u.rectified_grid_angle=parseFloat(t)},lonc:function(t){u.longc=t*r.D2R},x_0:function(t){u.x0=parseFloat(t)},y_0:function(t){u.y0=parseFloat(t)},k_0:function(t){u.k0=parseFloat(t)},k:function(t){u.k0=parseFloat(t)},a:function(t){u.a=parseFloat(t)},b:function(t){u.b=parseFloat(t)},r_a:function(){u.R_A=!0},zone:function(t){u.zone=parseInt(t,10)},south:function(){u.utmSouth=!0},towgs84:function(t){u.datum_params=t.split(\",\").map((function(t){return parseFloat(t)}))},to_meter:function(t){u.to_meter=parseFloat(t)},units:function(t){u.units=t;var n=(0,l.default)(f.default,t);n&&(u.to_meter=n.to_meter)},from_greenwich:function(t){u.from_greenwich=t*r.D2R},pm:function(t){var n=(0,l.default)(i.default,t);u.from_greenwich=(n||parseFloat(t))*r.D2R},nadgrids:function(t){\"@null\"===t?u.datumCode=\"none\":u.nadgrids=t},axis:function(t){var n=\"ewnsud\";3===t.length&&-1!==n.indexOf(t.substr(0,1))&&-1!==n.indexOf(t.substr(1,1))&&-1!==n.indexOf(t.substr(2,1))&&(u.axis=t)},approx:function(){u.approx=!0}};for(n in e)o=e[n],n in c?\"function\"==typeof(a=c[n])?a(o):u[a]=o:u[n]=o;return\"string\"==typeof u.datumCode&&\"WGS84\"!==u.datumCode&&(u.datumCode=u.datumCode.toLowerCase()),u}},\n function _(S,_,P,R,I){R(),P.PJD_3PARAM=1,P.PJD_7PARAM=2,P.PJD_GRIDSHIFT=3,P.PJD_WGS84=4,P.PJD_NODATUM=5,P.SRS_WGS84_SEMIMAJOR=6378137,P.SRS_WGS84_SEMIMINOR=6356752.314,P.SRS_WGS84_ESQUARED=.0066943799901413165,P.SEC_TO_RAD=484813681109536e-20,P.HALF_PI=Math.PI/2,P.SIXTH=.16666666666666666,P.RA4=.04722222222222222,P.RA6=.022156084656084655,P.EPSLN=1e-10,P.D2R=.017453292519943295,P.R2D=57.29577951308232,P.FORTPI=Math.PI/4,P.TWO_PI=2*Math.PI,P.SPI=3.14159265359},\n function _(o,r,a,e,s){e();var n={};a.default=n,n.greenwich=0,n.lisbon=-9.131906111111,n.paris=2.337229166667,n.bogota=-74.080916666667,n.madrid=-3.687938888889,n.rome=12.452333333333,n.bern=7.439583333333,n.jakarta=106.807719444444,n.ferro=-17.666666666667,n.brussels=4.367975,n.stockholm=18.058277777778,n.athens=23.7163375,n.oslo=10.722916666667},\n function _(t,e,f,o,u){o(),f.default={ft:{to_meter:.3048},\"us-ft\":{to_meter:1200/3937}}},\n function _(e,r,t,a,n){a();var o=/[\\s_\\-\\/\\(\\)]/g;t.default=function(e,r){if(e[r])return e[r];for(var t,a=Object.keys(e),n=r.toLowerCase().replace(o,\"\"),f=-1;++f0?90:-90),e.lat_ts=e.lat1)}(n),n}},\n function _(t,e,r,i,s){i(),r.default=function(t){return new d(t).output()};var h=/\\s/,o=/[A-Za-z]/,n=/[A-Za-z84]/,a=/[,\\]]/,u=/[\\d\\.E\\-\\+]/;function d(t){if(\"string\"!=typeof t)throw new Error(\"not a string\");this.text=t.trim(),this.level=0,this.place=0,this.root=null,this.stack=[],this.currentObject=null,this.state=1}d.prototype.readCharicter=function(){var t=this.text[this.place++];if(4!==this.state)for(;h.test(t);){if(this.place>=this.text.length)return;t=this.text[this.place++]}switch(this.state){case 1:return this.neutral(t);case 2:return this.keyword(t);case 4:return this.quoted(t);case 5:return this.afterquote(t);case 3:return this.number(t);case-1:return}},d.prototype.afterquote=function(t){if('\"'===t)return this.word+='\"',void(this.state=4);if(a.test(t))return this.word=this.word.trim(),void this.afterItem(t);throw new Error(\"havn't handled \\\"\"+t+'\" in afterquote yet, index '+this.place)},d.prototype.afterItem=function(t){return\",\"===t?(null!==this.word&&this.currentObject.push(this.word),this.word=null,void(this.state=1)):\"]\"===t?(this.level--,null!==this.word&&(this.currentObject.push(this.word),this.word=null),this.state=1,this.currentObject=this.stack.pop(),void(this.currentObject||(this.state=-1))):void 0},d.prototype.number=function(t){if(!u.test(t)){if(a.test(t))return this.word=parseFloat(this.word),void this.afterItem(t);throw new Error(\"havn't handled \\\"\"+t+'\" in number yet, index '+this.place)}this.word+=t},d.prototype.quoted=function(t){'\"'!==t?this.word+=t:this.state=5},d.prototype.keyword=function(t){if(n.test(t))this.word+=t;else{if(\"[\"===t){var e=[];return e.push(this.word),this.level++,null===this.root?this.root=e:this.currentObject.push(e),this.stack.push(this.currentObject),this.currentObject=e,void(this.state=1)}if(!a.test(t))throw new Error(\"havn't handled \\\"\"+t+'\" in keyword yet, index '+this.place);this.afterItem(t)}},d.prototype.neutral=function(t){if(o.test(t))return this.word=t,void(this.state=2);if('\"'===t)return this.word=\"\",void(this.state=4);if(u.test(t))return this.word=t,void(this.state=3);if(!a.test(t))throw new Error(\"havn't handled \\\"\"+t+'\" in neutral yet, index '+this.place);this.afterItem(t)},d.prototype.output=function(){for(;this.place90&&a*o.R2D<-90&&h*o.R2D>180&&h*o.R2D<-180)return null;if(Math.abs(Math.abs(a)-o.HALF_PI)<=o.EPSLN)return null;if(this.sphere)i=this.x0+this.a*this.k0*(0,n.default)(h-this.long0),s=this.y0+this.a*this.k0*Math.log(Math.tan(o.FORTPI+.5*a));else{var e=Math.sin(a),r=(0,l.default)(this.e,a,e);i=this.x0+this.a*this.k0*(0,n.default)(h-this.long0),s=this.y0-this.a*this.k0*Math.log(r)}return t.x=i,t.y=s,t}function M(t){var i,s,h=t.x-this.x0,a=t.y-this.y0;if(this.sphere)s=o.HALF_PI-2*Math.atan(Math.exp(-a/(this.a*this.k0)));else{var e=Math.exp(-a/(this.a*this.k0));if(-9999===(s=(0,u.default)(this.e,e)))return null}return i=(0,n.default)(this.long0+h/(this.a*this.k0)),t.x=i,t.y=s,t}s.init=f,s.forward=_,s.inverse=M,s.names=[\"Mercator\",\"Popular Visualisation Pseudo Mercator\",\"Mercator_1SP\",\"Mercator_Auxiliary_Sphere\",\"merc\"],s.default={init:f,forward:_,inverse:M,names:s.names}},\n function _(t,n,r,u,a){u(),r.default=function(t,n,r){var u=t*n;return r/Math.sqrt(1-u*u)}},\n function _(t,n,u,a,f){a();const e=t(1),o=t(85),_=(0,e.__importDefault)(t(97));u.default=function(t){return Math.abs(t)<=o.SPI?t:t-(0,_.default)(t)*o.TWO_PI}},\n function _(n,t,u,f,c){f(),u.default=function(n){return n<0?-1:1}},\n function _(t,n,a,o,u){o();const c=t(85);a.default=function(t,n,a){var o=t*a,u=.5*t;return o=Math.pow((1-o)/(1+o),u),Math.tan(.5*(c.HALF_PI-n))/o}},\n function _(t,a,n,r,f){r();const h=t(85);n.default=function(t,a){for(var n,r,f=.5*t,o=h.HALF_PI-2*Math.atan(a),u=0;u<=15;u++)if(n=t*Math.sin(o),o+=r=h.HALF_PI-2*Math.atan(a*Math.pow((1-n)/(1+n),f))-o,Math.abs(r)<=1e-10)return o;return-9999}},\n function 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l=e.a,u=e.b,y=e.es;if(e.datum_type===n.PJD_GRIDSHIFT&&(l=n.SRS_WGS84_SEMIMAJOR,u=n.SRS_WGS84_SEMIMINOR,y=n.SRS_WGS84_ESQUARED),i===y&&a===l&&!d(r.datum_type)&&!d(e.datum_type))return t;if(t=(0,o.geodeticToGeocentric)(t,i,a),d(r.datum_type)&&(t=(0,o.geocentricToWgs84)(t,r.datum_type,r.datum_params)),d(e.datum_type)&&(t=(0,o.geocentricFromWgs84)(t,e.datum_type,e.datum_params)),t=(0,o.geocentricToGeodetic)(t,y,l,u),e.datum_type===n.PJD_GRIDSHIFT&&0!==s(e,!0,t))return;return t},t.applyGridShift=s},\n function _(a,t,r,m,s){m();const u=a(85);r.compareDatums=function(a,t){return 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s,_,e,n,d,i,p,P,y,z,M,o,A,c,x,h=1e-12,f=a.x,I=a.y,F=a.z?a.z:0;if(s=Math.sqrt(f*f+I*I),_=Math.sqrt(f*f+I*I+F*F),s/r1e-24&&A<30);return{x:c,y:Math.atan(M/Math.abs(z)),z:x}},r.geocentricToWgs84=function(a,t,r){if(t===u.PJD_3PARAM)return{x:a.x+r[0],y:a.y+r[1],z:a.z+r[2]};if(t===u.PJD_7PARAM){var m=r[0],s=r[1],_=r[2],e=r[3],n=r[4],d=r[5],i=r[6];return{x:i*(a.x-d*a.y+n*a.z)+m,y:i*(d*a.x+a.y-e*a.z)+s,z:i*(-n*a.x+e*a.y+a.z)+_}}},r.geocentricFromWgs84=function(a,t,r){if(t===u.PJD_3PARAM)return{x:a.x-r[0],y:a.y-r[1],z:a.z-r[2]};if(t===u.PJD_7PARAM){var m=r[0],s=r[1],_=r[2],e=r[3],n=r[4],d=r[5],i=r[6],p=(a.x-m)/i,P=(a.y-s)/i,y=(a.z-_)/i;return{x:p+d*P-n*y,y:-d*p+P+e*y,z:n*p-e*P+y}}}},\n function _(e,a,i,r,s){r(),i.default=function(e,a,i){var r,s,n,c=i.x,d=i.y,f=i.z||0,u={};for(n=0;n<3;n++)if(!a||2!==n||void 0!==i.z)switch(0===n?(r=c,s=-1!==\"ew\".indexOf(e.axis[n])?\"x\":\"y\"):1===n?(r=d,s=-1!==\"ns\".indexOf(e.axis[n])?\"y\":\"x\"):(r=f,s=\"z\"),e.axis[n]){case\"e\":u[s]=r;break;case\"w\":u[s]=-r;break;case\"n\":u[s]=r;break;case\"s\":u[s]=-r;break;case\"u\":void 0!==i[s]&&(u.z=r);break;case\"d\":void 0!==i[s]&&(u.z=-r);break;default:return null}return u}},\n function _(n,t,e,u,f){u(),e.default=function(n){var t={x:n[0],y:n[1]};return n.length>2&&(t.z=n[2]),n.length>3&&(t.m=n[3]),t}},\n function _(e,i,n,t,r){function o(e){if(\"function\"==typeof Number.isFinite){if(Number.isFinite(e))return;throw new TypeError(\"coordinates must be finite numbers\")}if(\"number\"!=typeof e||e!=e||!isFinite(e))throw new TypeError(\"coordinates must be finite numbers\")}t(),n.default=function(e){o(e.x),o(e.y)}},\n function _(e,i,s,t,o){t();const n=e(1);var l,a,r,_,c;const d=e(53),v=e(42),u=(0,n.__importStar)(e(45)),h=e(48),m=(0,n.__importStar)(e(18));class T extends v.View{initialize(){super.initialize(),this.visuals=new u.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.parent.canvas}set_data(e){const i=this;for(const s of this.model){if(!(s instanceof m.VectorSpec||s instanceof m.ScalarSpec))continue;const t=s.uniform(e);i[`${s.attr}`]=t}}}s.ArrowHeadView=T,T.__name__=\"ArrowHeadView\";class p extends d.Model{constructor(e){super(e)}}s.ArrowHead=p,l=p,p.__name__=\"ArrowHead\",l.define((()=>({size:[m.NumberSpec,25]})));class V extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,0),e.lineTo(.5*s,s)}render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.stroke()}}}s.OpenHeadView=V,V.__name__=\"OpenHeadView\";class f extends p{constructor(e){super(e)}}s.OpenHead=f,a=f,f.__name__=\"OpenHead\",a.prototype.default_view=V,a.mixins(h.LineVector);class w extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._normal(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._normal(e,i),e.stroke())}_normal(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.closePath()}}s.NormalHeadView=w,w.__name__=\"NormalHeadView\";class H extends p{constructor(e){super(e)}}s.NormalHead=H,r=H,H.__name__=\"NormalHead\",r.prototype.default_view=w,r.mixins([h.LineVector,h.FillVector]),r.override({fill_color:\"black\"});class z extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._vee(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._vee(e,i),e.stroke())}_vee(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.closePath()}}s.VeeHeadView=z,z.__name__=\"VeeHeadView\";class x extends p{constructor(e){super(e)}}s.VeeHead=x,_=x,x.__name__=\"VeeHead\",_.prototype.default_view=z,_.mixins([h.LineVector,h.FillVector]),_.override({fill_color:\"black\"});class g extends T{render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,0),e.lineTo(-.5*s,0),e.stroke()}}clip(e,i){}}s.TeeHeadView=g,g.__name__=\"TeeHeadView\";class b extends p{constructor(e){super(e)}}s.TeeHead=b,c=b,b.__name__=\"TeeHead\",c.prototype.default_view=g,c.mixins(h.LineVector)},\n function _(n,e,t,i,o){i();const s=n(9);async function c(n,e,t){const i=new n(Object.assign(Object.assign({},t),{model:e}));return i.initialize(),await i.lazy_initialize(),i}t.build_view=async function(n,e={parent:null},t=(n=>n.default_view)){const i=await c(t(n),n,e);return i.connect_signals(),i},t.build_views=async function(n,e,t={parent:null},i=(n=>n.default_view)){const o=(0,s.difference)([...n.keys()],e);for(const e of o)n.get(e).remove(),n.delete(e);const a=[],f=e.filter((e=>!n.has(e)));for(const e of f){const o=await c(i(e),e,t);n.set(e,o),a.push(o)}for(const n of a)n.connect_signals();return a},t.remove_views=function(n){for(const[e,t]of n)t.remove(),n.delete(e)}},\n function _(e,s,_,i,l){i();const t=e(1);var o;const r=e(115),p=(0,t.__importStar)(e(48));class h extends r.UpperLowerView{paint(e){e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);for(let s=this._upper_sx.length-1;s>=0;s--)e.lineTo(this._upper_sx[s],this._upper_sy[s]);e.closePath(),this.visuals.fill.apply(e),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);this.visuals.line.apply(e),e.beginPath(),e.moveTo(this._upper_sx[0],this._upper_sy[0]);for(let s=0,_=this._upper_sx.length;s<_;s++)e.lineTo(this._upper_sx[s],this._upper_sy[s]);this.visuals.line.apply(e)}}_.BandView=h,h.__name__=\"BandView\";class n extends r.UpperLower{constructor(e){super(e)}}_.Band=n,o=n,n.__name__=\"Band\",o.prototype.default_view=h,o.mixins([p.Line,p.Fill]),o.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},\n function _(e,t,i,s,o){s();const r=e(1);var n;const p=e(69),a=e(20),_=(0,r.__importStar)(e(18));class h extends p.DataAnnotationView{map_data(){const{frame:e}=this.plot_view,t=this.model.dimension,i=this.coordinates.x_scale,s=this.coordinates.y_scale,o=\"height\"==t?s:i,r=\"height\"==t?i:s,n=\"height\"==t?e.bbox.yview:e.bbox.xview,p=\"height\"==t?e.bbox.xview:e.bbox.yview;let a,_,h;a=\"data\"==this.model.properties.lower.units?o.v_compute(this._lower):n.v_compute(this._lower),_=\"data\"==this.model.properties.upper.units?o.v_compute(this._upper):n.v_compute(this._upper),h=\"data\"==this.model.properties.base.units?r.v_compute(this._base):p.v_compute(this._base);const[d,c]=\"height\"==t?[1,0]:[0,1],u=[a,h],l=[_,h];this._lower_sx=u[d],this._lower_sy=u[c],this._upper_sx=l[d],this._upper_sy=l[c]}}i.UpperLowerView=h,h.__name__=\"UpperLowerView\";class d extends _.CoordinateSpec{get dimension(){return\"width\"==this.obj.dimension?\"x\":\"y\"}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:\"data\"}}i.XOrYCoordinateSpec=d,d.__name__=\"XOrYCoordinateSpec\";class c extends p.DataAnnotation{constructor(e){super(e)}}i.UpperLower=c,n=c,c.__name__=\"UpperLower\",n.define((()=>({dimension:[a.Dimension,\"height\"],lower:[d,{field:\"lower\"}],upper:[d,{field:\"upper\"}],base:[d,{field:\"base\"}]})))},\n function _(t,o,i,n,e){n();const s=t(1);var l;const r=t(40),a=(0,s.__importStar)(t(48)),c=t(20),h=t(65);i.EDGE_TOLERANCE=2.5;class b extends r.AnnotationView{constructor(){super(...arguments),this.bbox=new h.BBox}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{left:t,right:o,top:i,bottom:n}=this.model;if(null==t&&null==o&&null==i&&null==n)return;const{frame:e}=this.plot_view,s=this.coordinates.x_scale,l=this.coordinates.y_scale,r=(t,o,i,n,e)=>{let s;return s=null!=t?this.model.screen?t:\"data\"==o?i.compute(t):n.compute(t):e,s};this.bbox=h.BBox.from_rect({left:r(t,this.model.left_units,s,e.bbox.xview,e.bbox.left),right:r(o,this.model.right_units,s,e.bbox.xview,e.bbox.right),top:r(i,this.model.top_units,l,e.bbox.yview,e.bbox.top),bottom:r(n,this.model.bottom_units,l,e.bbox.yview,e.bbox.bottom)}),this._paint_box()}_paint_box(){const{ctx:t}=this.layer;t.save();const{left:o,top:i,width:n,height:e}=this.bbox;t.beginPath(),t.rect(o,i,n,e),this.visuals.fill.apply(t),this.visuals.hatch.apply(t),this.visuals.line.apply(t),t.restore()}interactive_bbox(){const t=this.model.line_width+i.EDGE_TOLERANCE;return this.bbox.grow_by(t)}interactive_hit(t,o){if(null==this.model.in_cursor)return!1;return this.interactive_bbox().contains(t,o)}cursor(t,o){const{left:i,right:n,bottom:e,top:s}=this.bbox;return Math.abs(t-i)<3||Math.abs(t-n)<3?this.model.ew_cursor:Math.abs(o-e)<3||Math.abs(o-s)<3?this.model.ns_cursor:this.bbox.contains(t,o)?this.model.in_cursor:null}}i.BoxAnnotationView=b,b.__name__=\"BoxAnnotationView\";class u extends r.Annotation{constructor(t){super(t)}update({left:t,right:o,top:i,bottom:n}){this.setv({left:t,right:o,top:i,bottom:n,screen:!0})}}i.BoxAnnotation=u,l=u,u.__name__=\"BoxAnnotation\",l.prototype.default_view=b,l.mixins([a.Line,a.Fill,a.Hatch]),l.define((({Number:t,Nullable:o})=>({top:[o(t),null],top_units:[c.SpatialUnits,\"data\"],bottom:[o(t),null],bottom_units:[c.SpatialUnits,\"data\"],left:[o(t),null],left_units:[c.SpatialUnits,\"data\"],right:[o(t),null],right_units:[c.SpatialUnits,\"data\"],render_mode:[c.RenderMode,\"canvas\"]}))),l.internal((({Boolean:t,String:o,Nullable:i})=>({screen:[t,!1],ew_cursor:[i(o),null],ns_cursor:[i(o),null],in_cursor:[i(o),null]}))),l.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},\n function _(t,e,i,o,n){o();const a=t(1);var r;const s=t(40),l=t(118),_=t(126),c=t(127),h=t(130),u=t(168),p=t(131),m=t(192),g=t(132),d=t(173),f=t(172),w=t(196),b=t(204),v=t(206),x=t(133),y=t(20),k=(0,a.__importStar)(t(48)),z=t(9),j=t(207),C=t(208),L=t(211),B=t(123),S=t(11),M=t(113),T=t(65),A=t(8);class O extends s.AnnotationView{get orientation(){return this._orientation}initialize(){super.initialize();const{ticker:t,formatter:e,color_mapper:i}=this.model;this._ticker=\"auto\"!=t?t:(()=>{switch(!0){case i instanceof w.LogColorMapper:return new u.LogTicker;case i instanceof w.ScanningColorMapper:return new u.BinnedTicker({mapper:i});case i instanceof w.CategoricalColorMapper:return new u.CategoricalTicker;default:return new u.BasicTicker}})(),this._formatter=\"auto\"!=e?e:(()=>{switch(!0){case this._ticker instanceof u.LogTicker:return new m.LogTickFormatter;case i instanceof w.CategoricalColorMapper:return new m.CategoricalTickFormatter;default:return new m.BasicTickFormatter}})(),this._major_range=(()=>{if(i instanceof w.CategoricalColorMapper){const{factors:t}=i;return new v.FactorRange({factors:t})}if(i instanceof f.ContinuousColorMapper){const{min:t,max:e}=i.metrics;return new v.Range1d({start:t,end:e})}(0,S.unreachable)()})(),this._major_scale=(()=>{if(i instanceof w.LinearColorMapper)return new b.LinearScale;if(i instanceof w.LogColorMapper)return new b.LogScale;if(i instanceof w.ScanningColorMapper){const{binning:t}=i.metrics;return new b.LinearInterpolationScale({binning:t})}if(i instanceof w.CategoricalColorMapper)return new b.CategoricalScale;(0,S.unreachable)()})(),this._minor_range=new v.Range1d({start:0,end:1}),this._minor_scale=new b.LinearScale;const o=k.attrs_of(this.model,\"major_label_\",k.Text,!0),n=k.attrs_of(this.model,\"major_tick_\",k.Line,!0),a=k.attrs_of(this.model,\"minor_tick_\",k.Line,!0),r=k.attrs_of(this.model,\"title_\",k.Text),s=i instanceof w.CategoricalColorMapper?c.CategoricalAxis:i instanceof w.LogColorMapper?c.LogAxis:c.LinearAxis;this._axis=new s(Object.assign(Object.assign(Object.assign({ticker:this._ticker,formatter:this._formatter,major_tick_in:this.model.major_tick_in,major_tick_out:this.model.major_tick_out,minor_tick_in:this.model.minor_tick_in,minor_tick_out:this.model.minor_tick_out,major_label_standoff:this.model.label_standoff,major_label_overrides:this.model.major_label_overrides,major_label_policy:this.model.major_label_policy,axis_line_color:null},o),n),a));const{title:_}=this.model;_&&(this._title=new l.Title(Object.assign({text:_,standoff:this.model.title_standoff},r)))}async lazy_initialize(){await super.lazy_initialize();const t=this,e={get parent(){return t.parent},get root(){return t.root},get frame(){return t._frame},get canvas_view(){return t.parent.canvas_view},request_layout(){t.parent.request_layout()}};this._axis_view=await(0,M.build_view)(this._axis,{parent:e}),null!=this._title&&(this._title_view=await(0,M.build_view)(this._title,{parent:e}))}remove(){var t;null===(t=this._title_view)||void 0===t||t.remove(),this._axis_view.remove(),super.remove()}connect_signals(){super.connect_signals(),this.connect(this._ticker.change,(()=>this.request_render())),this.connect(this._formatter.change,(()=>this.request_render())),this.connect(this.model.color_mapper.metrics_change,(()=>{const t=this._major_range,e=this._major_scale,{color_mapper:i}=this.model;if(i instanceof f.ContinuousColorMapper&&t instanceof v.Range1d){const{min:e,max:o}=i.metrics;t.setv({start:e,end:o})}if(i instanceof w.ScanningColorMapper&&e instanceof b.LinearInterpolationScale){const{binning:t}=i.metrics;e.binning=t}this._set_canvas_image(),this.plot_view.request_layout()}))}_set_canvas_image(){const{orientation:t}=this,e=(()=>{const{palette:e}=this.model.color_mapper;return\"vertical\"==t?(0,z.reversed)(e):e})(),[i,o]=\"vertical\"==t?[1,e.length]:[e.length,1],n=this._image=document.createElement(\"canvas\");n.width=i,n.height=o;const a=n.getContext(\"2d\"),r=a.getImageData(0,0,i,o),s=new w.LinearColorMapper({palette:e}).rgba_mapper.v_compute((0,z.range)(0,e.length));r.data.set(s),a.putImageData(r,0,0)}update_layout(){const{location:t,width:e,height:i,padding:o,margin:n}=this.model,[a,r]=(()=>{if(!(0,A.isString)(t))return[\"end\",\"start\"];switch(t){case\"top_left\":return[\"start\",\"start\"];case\"top\":case\"top_center\":return[\"start\",\"center\"];case\"top_right\":return[\"start\",\"end\"];case\"bottom_left\":return[\"end\",\"start\"];case\"bottom\":case\"bottom_center\":return[\"end\",\"center\"];case\"bottom_right\":return[\"end\",\"end\"];case\"left\":case\"center_left\":return[\"center\",\"start\"];case\"center\":case\"center_center\":return[\"center\",\"center\"];case\"right\":case\"center_right\":return[\"center\",\"end\"]}})(),s=this._orientation=(()=>{const{orientation:t}=this.model;return\"auto\"==t?null!=this.panel?this.panel.is_horizontal?\"horizontal\":\"vertical\":\"start\"==r||\"end\"==r||\"center\"==r&&\"center\"==a?\"vertical\":\"horizontal\":t})(),l=new C.NodeLayout,c=new C.VStack,h=new C.VStack,u=new C.HStack,p=new C.HStack;l.absolute=!0,c.absolute=!0,h.absolute=!0,u.absolute=!0,p.absolute=!0;const[m,g,d,f]=(()=>\"horizontal\"==s?[this._major_scale,this._minor_scale,this._major_range,this._minor_range]:[this._minor_scale,this._major_scale,this._minor_range,this._major_range])();this._frame=new _.CartesianFrame(m,g,d,f),l.on_resize((t=>this._frame.set_geometry(t)));const w=new L.BorderLayout;this._inner_layout=w,w.absolute=!0,w.center_panel=l,w.top_panel=c,w.bottom_panel=h,w.left_panel=u,w.right_panel=p;const b={left:o,right:o,top:o,bottom:o},v=(()=>{if(null==this.panel){if((0,A.isString)(t))return{left:n,right:n,top:n,bottom:n};{const[e,i]=t;return{left:e,right:n,top:n,bottom:i}}}if(!(0,A.isString)(t)){const[e,i]=t;return w.fixup_geometry=(t,o)=>{const n=t,a=this.layout.bbox,{width:r,height:s}=t;if(t=new T.BBox({left:a.left+e,bottom:a.bottom-i,width:r,height:s}),null!=o){const e=t.left-n.left,i=t.top-n.top,{left:a,top:r,width:s,height:l}=o;o=new T.BBox({left:a+e,top:r+i,width:s,height:l})}return[t,o]},{left:e,right:0,top:0,bottom:i}}w.fixup_geometry=(t,e)=>{const i=t;if(\"horizontal\"==s){const{top:e,width:i,height:o}=t;if(\"end\"==r){const{right:n}=this.layout.bbox;t=new T.BBox({right:n,top:e,width:i,height:o})}else if(\"center\"==r){const{hcenter:n}=this.layout.bbox;t=new T.BBox({hcenter:Math.round(n),top:e,width:i,height:o})}}else{const{left:e,width:i,height:o}=t;if(\"end\"==a){const{bottom:n}=this.layout.bbox;t=new T.BBox({left:e,bottom:n,width:i,height:o})}else if(\"center\"==a){const{vcenter:n}=this.layout.bbox;t=new T.BBox({left:e,vcenter:Math.round(n),width:i,height:o})}}if(null!=e){const o=t.left-i.left,n=t.top-i.top,{left:a,top:r,width:s,height:l}=e;e=new T.BBox({left:a+o,top:r+n,width:s,height:l})}return[t,e]}})();let x,y,k,z;if(w.padding=b,null!=this.panel?(x=\"max\",y=void 0,k=void 0,z=void 0):\"auto\"==(\"horizontal\"==s?e:i)?(x=\"fixed\",y=25*this.model.color_mapper.palette.length,k={percent:.3},z={percent:.8}):(x=\"fit\",y=void 0),\"horizontal\"==s){const t=\"auto\"==e?void 0:e,o=\"auto\"==i?25:i;w.set_sizing({width_policy:x,height_policy:\"min\",width:y,min_width:k,max_width:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:\"auto\"==e?\"fit\":\"fixed\",height_policy:\"fixed\",width:t,height:o})}else{const t=\"auto\"==e?25:e,o=\"auto\"==i?void 0:i;w.set_sizing({width_policy:\"min\",height_policy:x,height:y,min_height:k,max_height:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:\"fixed\",height_policy:\"auto\"==i?\"fit\":\"fixed\",width:t,height:o})}c.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),h.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),u.set_sizing({width_policy:\"min\",height_policy:\"fit\"}),p.set_sizing({width_policy:\"min\",height_policy:\"fit\"});const{_title_view:S}=this;null!=S&&(\"horizontal\"==s?(S.panel=new B.Panel(\"above\"),S.update_layout(),c.children.push(S.layout)):(S.panel=new B.Panel(\"left\"),S.update_layout(),u.children.push(S.layout)));const{panel:M}=this,O=null!=M&&s==M.orientation?M.side:\"horizontal\"==s?\"below\":\"right\",R=(()=>{switch(O){case\"above\":return c;case\"below\":return h;case\"left\":return u;case\"right\":return p}})(),{_axis_view:F}=this;if(F.panel=new B.Panel(O),F.update_layout(),R.children.push(F.layout),null!=this.panel){const t=new j.Grid([{layout:w,row:0,col:0}]);t.absolute=!0,\"horizontal\"==s?t.set_sizing({width_policy:\"max\",height_policy:\"min\"}):t.set_sizing({width_policy:\"min\",height_policy:\"max\"}),this.layout=t}else this.layout=this._inner_layout;const{visible:I}=this.model;this.layout.sizing.visible=I,this._set_canvas_image()}_render(){var t;const{ctx:e}=this.layer;e.save(),this._paint_bbox(e,this._inner_layout.bbox),this._paint_image(e,this._inner_layout.center_panel.bbox),null===(t=this._title_view)||void 0===t||t.render(),this._axis_view.render(),e.restore()}_paint_bbox(t,e){const{x:i,y:o}=e;let{width:n,height:a}=e;i+n>=this.parent.canvas_view.bbox.width&&(n-=1),o+a>=this.parent.canvas_view.bbox.height&&(a-=1),t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(i,o,n,a)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}_paint_image(t,e){const{x:i,y:o,width:n,height:a}=e;t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this._image,i,o,n,a),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}serializable_state(){const t=super.serializable_state(),{children:e=[]}=t,i=(0,a.__rest)(t,[\"children\"]);return null!=this._title_view&&e.push(this._title_view.serializable_state()),e.push(this._axis_view.serializable_state()),Object.assign(Object.assign({},i),{children:e})}}i.ColorBarView=O,O.__name__=\"ColorBarView\";class R extends s.Annotation{constructor(t){super(t)}}i.ColorBar=R,r=R,R.__name__=\"ColorBar\",r.prototype.default_view=O,r.mixins([[\"major_label_\",k.Text],[\"title_\",k.Text],[\"major_tick_\",k.Line],[\"minor_tick_\",k.Line],[\"border_\",k.Line],[\"bar_\",k.Line],[\"background_\",k.Fill]]),r.define((({Alpha:t,Number:e,String:i,Tuple:o,Dict:n,Or:a,Ref:r,Auto:s,Nullable:l})=>({location:[a(y.Anchor,o(e,e)),\"top_right\"],orientation:[a(y.Orientation,s),\"auto\"],title:[l(i),null],title_standoff:[e,2],width:[a(e,s),\"auto\"],height:[a(e,s),\"auto\"],scale_alpha:[t,1],ticker:[a(r(h.Ticker),s),\"auto\"],formatter:[a(r(p.TickFormatter),s),\"auto\"],major_label_overrides:[n(a(i,r(x.BaseText))),{}],major_label_policy:[r(g.LabelingPolicy),()=>new g.NoOverlap],color_mapper:[r(d.ColorMapper)],label_standoff:[e,5],margin:[e,30],padding:[e,10],major_tick_in:[e,5],major_tick_out:[e,0],minor_tick_in:[e,0],minor_tick_out:[e,0]}))),r.override({background_fill_color:\"#ffffff\",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_font_size:\"11px\",major_tick_line_color:\"#ffffff\",minor_tick_line_color:null,title_text_font_size:\"13px\",title_text_font_style:\"italic\"})},\n function _(t,e,i,s,l){s();const o=t(1);var a;const n=t(119),r=t(20),c=t(120),h=(0,o.__importStar)(t(48));class _ extends n.TextAnnotationView{_get_location(){const t=this.model.offset,e=this.model.standoff/2;let i,s;const{bbox:l}=this.layout;switch(this.panel.side){case\"above\":case\"below\":switch(this.model.vertical_align){case\"top\":s=l.top+e;break;case\"middle\":s=l.vcenter;break;case\"bottom\":s=l.bottom-e}switch(this.model.align){case\"left\":i=l.left+t;break;case\"center\":i=l.hcenter;break;case\"right\":i=l.right-t}break;case\"left\":switch(this.model.vertical_align){case\"top\":i=l.left+e;break;case\"middle\":i=l.hcenter;break;case\"bottom\":i=l.right-e}switch(this.model.align){case\"left\":s=l.bottom-t;break;case\"center\":s=l.vcenter;break;case\"right\":s=l.top+t}break;case\"right\":switch(this.model.vertical_align){case\"top\":i=l.right-e;break;case\"middle\":i=l.hcenter;break;case\"bottom\":i=l.left+e}switch(this.model.align){case\"left\":s=l.top+t;break;case\"center\":s=l.vcenter;break;case\"right\":s=l.bottom-t}}return[i,s]}_render(){const{text:t}=this.model;if(null==t||0==t.length)return;this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;const[e,i]=this._get_location(),s=this.panel.get_label_angle_heuristic(\"parallel\");(\"canvas\"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,t,e,i,s)}_get_size(){const{text:t}=this.model,e=new c.TextBox({text:t});e.visuals=this.visuals.text.values();const{width:i,height:s}=e.size();return{width:i,height:0==s?0:2+s+this.model.standoff}}}i.TitleView=_,_.__name__=\"TitleView\";class d extends n.TextAnnotation{constructor(t){super(t)}}i.Title=d,a=d,d.__name__=\"Title\",a.prototype.default_view=_,a.mixins([h.Text,[\"border_\",h.Line],[\"background_\",h.Fill]]),a.define((({Number:t,String:e})=>({text:[e,\"\"],vertical_align:[r.VerticalAlign,\"bottom\"],align:[r.TextAlign,\"left\"],offset:[t,0],standoff:[t,10]}))),a.prototype._props.text_align.options.internal=!0,a.prototype._props.text_baseline.options.internal=!0,a.override({text_font_size:\"13px\",text_font_style:\"bold\",text_line_height:1,background_fill_color:null,border_line_color:null})},\n function _(e,t,s,i,l){var n;i();const o=e(40),a=e(43),r=e(20),d=e(120),u=e(123),c=e(11);class h extends o.AnnotationView{update_layout(){const{panel:e}=this;this.layout=null!=e?new u.SideLayout(e,(()=>this.get_size()),!0):void 0}initialize(){super.initialize(),\"css\"==this.model.render_mode&&(this.el=(0,a.div)(),this.plot_view.canvas_view.add_overlay(this.el))}remove(){null!=this.el&&(0,a.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),\"css\"==this.model.render_mode?this.connect(this.model.change,(()=>this.render())):this.connect(this.model.change,(()=>this.request_render()))}render(){this.model.visible||\"css\"!=this.model.render_mode||(0,a.undisplay)(this.el),super.render()}_canvas_text(e,t,s,i,l){const n=new d.TextBox({text:t});n.angle=l,n.position={sx:s,sy:i},n.visuals=this.visuals.text.values();const{background_fill:o,border_line:a}=this.visuals;if(o.doit||a.doit){const{p0:t,p1:s,p2:i,p3:l}=n.rect();e.beginPath(),e.moveTo(t.x,t.y),e.lineTo(s.x,s.y),e.lineTo(i.x,i.y),e.lineTo(l.x,l.y),e.closePath(),this.visuals.background_fill.apply(e),this.visuals.border_line.apply(e)}this.visuals.text.doit&&n.paint(e)}_css_text(e,t,s,i,l){const{el:n}=this;(0,c.assert)(null!=n),(0,a.undisplay)(n),n.textContent=t,this.visuals.text.set_value(e),n.style.position=\"absolute\",n.style.left=`${s}px`,n.style.top=`${i}px`,n.style.color=e.fillStyle,n.style.font=e.font,n.style.lineHeight=\"normal\",n.style.whiteSpace=\"pre\";const[o,r]=(()=>{switch(this.visuals.text.text_align.get_value()){case\"left\":return[\"left\",\"0%\"];case\"center\":return[\"center\",\"-50%\"];case\"right\":return[\"right\",\"-100%\"]}})(),[d,u]=(()=>{switch(this.visuals.text.text_baseline.get_value()){case\"top\":return[\"top\",\"0%\"];case\"middle\":return[\"center\",\"-50%\"];case\"bottom\":return[\"bottom\",\"-100%\"];default:return[\"center\",\"-50%\"]}})();let h=`translate(${r}, ${u})`;l&&(h+=`rotate(${l}rad)`),n.style.transformOrigin=`${o} ${d}`,n.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),n.style.backgroundColor=e.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(e),n.style.borderStyle=e.lineDash.length<2?\"solid\":\"dashed\",n.style.borderWidth=`${e.lineWidth}px`,n.style.borderColor=e.strokeStyle),(0,a.display)(n)}}s.TextAnnotationView=h,h.__name__=\"TextAnnotationView\";class _ extends o.Annotation{constructor(e){super(e)}}s.TextAnnotation=_,n=_,_.__name__=\"TextAnnotation\",n.define((()=>({render_mode:[r.RenderMode,\"canvas\"]})))},\n function _(t,e,s,i,n){i();const h=t(65),o=t(121),r=t(9),a=t(8),c=t(122),_=t(22);s.text_width=(()=>{const t=document.createElement(\"canvas\").getContext(\"2d\");let e=\"\";return(s,i)=>(i!=e&&(e=i,t.font=i),t.measureText(s).width)})();class l{constructor(){this._position={sx:0,sy:0},this.font_size_scale=1,this.align=\"left\",this._base_font_size=13,this._x_anchor=\"left\",this._y_anchor=\"center\"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}set position(t){this._position=t}get position(){return this._position}infer_text_height(){return\"ascent_descent\"}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new h.BBox({left:n,right:r,top:o,bottom:a})}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new c.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle=\"red\",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e.x),h(e.y)),t.lineTo(h(s.x),h(s.y)),t.lineTo(h(i.x),h(i.y)),t.lineTo(h(n.x),h(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle=\"blue\",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e),h(s)),t.lineTo(h(e),h(s+n)),t.lineTo(h(e+i),h(s+n)),t.lineTo(h(e+i),h(s)),t.closePath(),t.stroke(),t.restore()}}s.GraphicsBox=l,l.__name__=\"GraphicsBox\";class x extends l{constructor({text:t}){super(),this.text=t}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const h=t.font,{font_size_scale:r,base_font_size:a}=this,c=(0,o.parse_css_font_size)(n);if(null!=c){let{value:t,unit:e}=c;t*=r,\"em\"==e&&a&&(t*=a,e=\"px\"),n=`${t}${e}`}const l=`${i} ${n} ${h}`;this.font=l,this.color=(0,_.color2css)(e,s),this.line_height=t.line_height;const x=t.align;this._x_anchor=x;const u=t.baseline;this._y_anchor=(()=>{switch(u){case\"top\":return\"top\";case\"middle\":return\"center\";case\"bottom\":return\"bottom\";default:return\"baseline\"}})()}infer_text_height(){if(this.text.includes(\"\\n\"))return\"ascent_descent\";{function t(t){for(const e of new Set(t))if(!(\"0\"<=e&&e<=\"9\"))switch(e){case\",\":case\".\":case\"+\":case\"-\":case\"\\u2212\":case\"e\":continue;default:return!1}return!0}return t(this.text)?\"cap\":\"ascent_descent\"}}_text_line(t){var e;const s=null!==(e=this.text_height_metric)&&void 0!==e?e:this.infer_text_height(),i=(()=>{switch(s){case\"x\":case\"x_descent\":return t.x_height;case\"cap\":case\"cap_descent\":return t.cap_height;case\"ascent\":case\"ascent_descent\":return t.ascent}})(),n=(()=>{switch(s){case\"x\":case\"cap\":case\"ascent\":return 0;case\"x_descent\":case\"cap_descent\":case\"ascent_descent\":return t.descent}})();return{height:i+n,ascent:i,descent:n}}get nlines(){return this.text.split(\"\\n\").length}_size(){var t,e;const{font:i}=this,n=(0,o.font_metrics)(i),h=(this.line_height-1)*n.height,a=\"\"==this.text,c=this.text.split(\"\\n\"),_=c.length,l=c.map((t=>(0,s.text_width)(t,i))),x=this._text_line(n).height*_,u=\"%\"==(null===(t=this.width)||void 0===t?void 0:t.unit)?this.width.value:1,p=\"%\"==(null===(e=this.height)||void 0===e?void 0:e.unit)?this.height.value:1;return{width:(0,r.max)(l)*u,height:a?0:(x+h*(_-1))*p,metrics:n}}_computed_position(t,e,s){const{width:i,height:n}=t,{sx:h,sy:o,x_anchor:r=this._x_anchor,y_anchor:c=this._y_anchor}=this.position;return{x:h-(()=>{if((0,a.isNumber)(r))return r*i;switch(r){case\"left\":return 0;case\"center\":return.5*i;case\"right\":return i}})(),y:o-(()=>{var t;if((0,a.isNumber)(c))return c*n;switch(c){case\"top\":return 0;case\"center\":return.5*n;case\"bottom\":return n;case\"baseline\":if(1!=s)return.5*n;switch(null!==(t=this.text_height_metric)&&void 0!==t?t:this.infer_text_height()){case\"x\":case\"x_descent\":return e.x_height;case\"cap\":case\"cap_descent\":return e.cap_height;case\"ascent\":case\"ascent_descent\":return e.ascent}}})()}}_rect(){const{width:t,height:e,metrics:s}=this._size(),i=this.text.split(\"\\n\").length,{x:n,y:o}=this._computed_position({width:t,height:e},s,i);return new h.BBox({x:n,y:o,width:t,height:e}).rect}paint(t){var e,i;const{font:n}=this,h=(0,o.font_metrics)(n),a=(this.line_height-1)*h.height,c=this.text.split(\"\\n\"),_=c.length,l=c.map((t=>(0,s.text_width)(t,n))),x=this._text_line(h),u=x.height*_,p=\"%\"==(null===(e=this.width)||void 0===e?void 0:e.unit)?this.width.value:1,f=\"%\"==(null===(i=this.height)||void 0===i?void 0:i.unit)?this.height.value:1,g=(0,r.max)(l)*p,d=(u+a*(_-1))*f;t.save(),t.fillStyle=this.color,t.font=this.font,t.textAlign=\"left\",t.textBaseline=\"alphabetic\";const{sx:b,sy:m}=this.position,{align:y}=this,{angle:w}=this;w&&(t.translate(b,m),t.rotate(w),t.translate(-b,-m));let{x:v,y:z}=this._computed_position({width:g,height:d},h,_);if(\"justify\"==y)for(let e=0;e<_;e++){let i=v;const h=c[e].split(\" \"),o=h.length,_=h.map((t=>(0,s.text_width)(t,n))),l=(g-(0,r.sum)(_))/(o-1);for(let e=0;e{switch(y){case\"left\":return 0;case\"center\":return.5*(g-l[e]);case\"right\":return g-l[e]}})();t.fillStyle=this.color,t.fillText(c[e],s,z+x.ascent),z+=x.height+a}t.restore()}}s.TextBox=x,x.__name__=\"TextBox\";class u extends l{constructor(t,e){super(),this.base=t,this.expo=e}get children(){return[this.base,this.expo]}set base_font_size(t){super.base_font_size=t,this.base.base_font_size=t,this.expo.base_font_size=t}set position(t){this._position=t;const e=this.base.size(),s=this.expo.size(),i=this._shift_scale()*e.height,n=Math.max(e.height,i+s.height);this.base.position={sx:0,x_anchor:\"left\",sy:n,y_anchor:\"bottom\"},this.expo.position={sx:e.width,x_anchor:\"left\",sy:i,y_anchor:\"bottom\"}}get position(){return this._position}set visuals(t){this.expo.font_size_scale=.7,this.base.visuals=t,this.expo.visuals=t}_shift_scale(){if(this.base instanceof x&&1==this.base.nlines){const{x_height:t,cap_height:e}=(0,o.font_metrics)(this.base.font);return t/e}return 2/3}infer_text_height(){return this.base.infer_text_height()}_rect(){const t=this.base.bbox(),e=this.expo.bbox(),s=t.union(e),{x:i,y:n}=this._computed_position();return s.translate(i,n).rect}_size(){const t=this.base.size(),e=this.expo.size();return{width:t.width+e.width,height:Math.max(t.height,this._shift_scale()*t.height+e.height)}}paint(t){t.save();const{angle:e}=this;if(e){const{sx:s,sy:i}=this.position;t.translate(s,i),t.rotate(e),t.translate(-s,-i)}const{x:s,y:i}=this._computed_position();t.translate(s,i),this.base.paint(t),this.expo.paint(t),t.restore()}paint_bbox(t){super.paint_bbox(t);const{x:e,y:s}=this._computed_position();t.save(),t.translate(e,s);for(const e of this.children)e.paint_bbox(t);t.restore()}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:h=this._y_anchor}=this.position;return{x:s-(()=>{if((0,a.isNumber)(n))return n*t;switch(n){case\"left\":return 0;case\"center\":return.5*t;case\"right\":return t}})(),y:i-(()=>{if((0,a.isNumber)(h))return h*e;switch(h){case\"top\":return 0;case\"center\":return.5*e;case\"bottom\":return e;case\"baseline\":return.5*e}})()}}}s.BaseExpo=u,u.__name__=\"BaseExpo\";class p{constructor(t){this.items=t}set base_font_size(t){for(const e of this.items)e.base_font_size=t}get length(){return this.items.length}set visuals(t){for(const e of this.items)e.visuals=t;const e={x:0,cap:1,ascent:2,x_descent:3,cap_descent:4,ascent_descent:5},s=(0,r.max_by)(this.items.map((t=>t.infer_text_height())),(t=>e[t]));for(const t of this.items)t.text_height_metric=s}set angle(t){for(const e of this.items)e.angle=t}max_size(){let t=0,e=0;for(const s of this.items){const i=s.size();t=Math.max(t,i.width),e=Math.max(e,i.height)}return{width:t,height:e}}}s.GraphicsBoxes=p,p.__name__=\"GraphicsBoxes\"},\n function _(t,e,n,r,l){r();const a=t(11),c=(()=>{try{return\"undefined\"!=typeof OffscreenCanvas&&null!=new OffscreenCanvas(0,0).getContext(\"2d\")}catch(t){return!1}})()?(t,e)=>new OffscreenCanvas(t,e):(t,e)=>{const n=document.createElement(\"canvas\");return n.width=t,n.height=e,n},o=(()=>{const t=c(0,0).getContext(\"2d\");return e=>{t.font=e;const n=t.measureText(\"M\"),r=t.measureText(\"x\"),l=t.measureText(\"\\xc5\\u015ag|\"),c=l.fontBoundingBoxAscent,o=l.fontBoundingBoxDescent;if(null!=c&&null!=o)return{height:c+o,ascent:c,descent:o,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};const s=l.actualBoundingBoxAscent,u=l.actualBoundingBoxDescent;if(null!=s&&null!=u)return{height:s+u,ascent:s,descent:u,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};(0,a.unreachable)()}})(),s=(()=>{const t=c(0,0).getContext(\"2d\");return(e,n)=>{t.font=n;const r=t.measureText(e),l=r.actualBoundingBoxAscent,c=r.actualBoundingBoxDescent;if(null!=l&&null!=c)return{width:r.width,height:l+c,ascent:l,descent:c};(0,a.unreachable)()}})(),u=(()=>{const t=document.createElement(\"canvas\"),e=t.getContext(\"2d\");let n=-1,r=-1;return(l,a=1)=>{e.font=l;const{width:c}=e.measureText(\"M\"),o=c*a,s=Math.ceil(o),u=Math.ceil(2*o),i=Math.ceil(1.5*o);n{let e=0;for(let n=0;n<=i;n++)for(let r=0;r{let e=t.length-4;for(let n=u;n>=i;n--)for(let r=0;r{const t=document.createElement(\"canvas\"),e=t.getContext(\"2d\");let n=-1,r=-1;return(l,a,c=1)=>{e.font=a;const{width:o}=e.measureText(\"M\"),s=o*c,u=Math.ceil(s),i=Math.ceil(2*s),f=Math.ceil(1.5*s);(n{let e=0;for(let n=0;n<=f;n++)for(let r=0;r{let e=t.length-4;for(let n=i;n>=f;n--)for(let r=0;r{try{return o(\"normal 10px sans-serif\"),o}catch(t){return u}})(),h=(()=>{try{return s(\"A\",\"normal 10px sans-serif\"),s}catch(t){return i}})(),g=new Map;function d(t){let e=g.get(t);return null==e&&(e={font:f(t),glyphs:new Map},g.set(t,e)),e.font}n.font_metrics=d,n.glyph_metrics=function(t,e){let n=g.get(e);null==n&&(d(e),n=g.get(e));let r=n.glyphs.get(t);return null==r&&(r=h(t,e),n.glyphs.set(t,r)),r},n.parse_css_font_size=function(t){const e=t.match(/^\\s*(\\d+(\\.\\d+)?)(\\w+)\\s*$/);if(null!=e){const[,t,,n]=e,r=Number(t);if(isFinite(r))return{value:r,unit:n}}return null}},\n function _(t,s,r,n,i){n();const{sin:e,cos:a}=Math;class h{constructor(t=1,s=0,r=0,n=1,i=0,e=0){this.a=t,this.b=s,this.c=r,this.d=n,this.e=i,this.f=e}toString(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return`matrix(${t}, ${s}, ${r}, ${n}, ${i}, ${e})`}static from_DOMMatrix(t){const{a:s,b:r,c:n,d:i,e,f:a}=t;return new h(s,r,n,i,e,a)}to_DOMMatrix(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new DOMMatrix([t,s,r,n,i,e])}clone(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new h(t,s,r,n,i,e)}get is_identity(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return 1==t&&0==s&&0==r&&1==n&&0==i&&0==e}apply_point(t){const[s,r]=this.apply(t.x,t.y);return{x:s,y:r}}apply_rect(t){return{p0:this.apply_point(t.p0),p1:this.apply_point(t.p1),p2:this.apply_point(t.p2),p3:this.apply_point(t.p3)}}apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this;return[r*t+i*s+a,n*t+e*s+h]}iv_apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this,c=t.length;for(let o=0;o{const h={max:4,fit:3,min:2,fixed:1};return h[i]>h[t]};if(\"fixed\"!=n&&\"fixed\"!=s)if(n==s){const n=t,s=_(t/e),r=_(h*e),g=h;Math.abs(i.width-n)+Math.abs(i.height-s)<=Math.abs(i.width-r)+Math.abs(i.height-g)?(t=n,h=s):(t=r,h=g)}else r(n,s)?h=_(t/e):t=_(h*e);else\"fixed\"==n?h=_(t/e):\"fixed\"==s&&(t=_(h*e))}return{width:t,height:h}}measure(i){if(!this.sizing.visible)return{width:0,height:0};const t=i=>\"fixed\"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:i,h=i=>\"fixed\"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:i,e=new s.Sizeable(i).shrink_by(this.sizing.margin).map(t,h),n=this._measure(e),r=this.clip_size(n,e),g=t(r.width),l=h(r.height),a=this.apply_aspect(e,{width:g,height:l});return Object.assign(Object.assign({},n),a)}compute(i={}){const t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),{width:h,height:e}=t,n=new r.BBox({left:0,top:0,width:h,height:e});let s;if(null!=t.inner){const{left:i,top:n,right:g,bottom:l}=t.inner;s=new r.BBox({left:i,top:n,right:h-g,bottom:e-l})}this.set_geometry(n,s)}get xview(){return this.bbox.xview}get yview(){return this.bbox.yview}clip_size(i,t){function h(i,t,h,e){return null==h?h=0:(0,g.isNumber)(h)||(h=Math.round(h.percent*t)),null==e?e=1/0:(0,g.isNumber)(e)||(e=Math.round(e.percent*t)),a(h,l(i,e))}return{width:h(i.width,t.width,this.sizing.min_width,this.sizing.max_width),height:h(i.height,t.height,this.sizing.min_height,this.sizing.max_height)}}has_size_changed(){const{_dirty:i}=this;return this._dirty=!1,i}}h.Layoutable=o,o.__name__=\"Layoutable\";class d extends o{_measure(i){const{width_policy:t,height_policy:h}=this.sizing;return{width:(()=>{const{width:h}=this.sizing;if(i.width==1/0)return null!=h?h:0;switch(t){case\"fixed\":return null!=h?h:0;case\"min\":return null!=h?l(i.width,h):0;case\"fit\":return null!=h?l(i.width,h):i.width;case\"max\":return null!=h?a(i.width,h):i.width}})(),height:(()=>{const{height:t}=this.sizing;if(i.height==1/0)return null!=t?t:0;switch(h){case\"fixed\":return null!=t?t:0;case\"min\":return null!=t?l(i.height,t):0;case\"fit\":return null!=t?l(i.height,t):i.height;case\"max\":return null!=t?a(i.height,t):i.height}})()}}}h.LayoutItem=d,d.__name__=\"LayoutItem\";class u extends o{_measure(i){const t=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(t);return{width:(()=>{switch(this.sizing.width_policy){case\"fixed\":return null!=this.sizing.width?this.sizing.width:t.width;case\"min\":return t.width;case\"fit\":return h.width;case\"max\":return Math.max(t.width,h.width)}})(),height:(()=>{switch(this.sizing.height_policy){case\"fixed\":return null!=this.sizing.height?this.sizing.height:t.height;case\"min\":return t.height;case\"fit\":return h.height;case\"max\":return Math.max(t.height,h.height)}})()}}}h.ContentLayoutable=u,u.__name__=\"ContentLayoutable\"},\n function _(e,t,s,a,_){a();const r=e(62),n=e(61),g=e(58),i=e(63),c=e(67),h=e(65),l=e(13),o=e(11);class x{constructor(e,t,s,a,_={},r={},n={},g={}){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=r,this.extra_x_scales=n,this.extra_y_scales=g,this._bbox=new h.BBox,(0,o.assert)(null==e.source_range&&null==e.target_range),(0,o.assert)(null==t.source_range&&null==t.target_range),this._configure_scales()}get bbox(){return this._bbox}_get_ranges(e,t){return new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e})))}_get_scales(e,t,s,a){var _;const g=new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e}))),h=new Map;for(const[t,l]of s){if(l instanceof c.FactorRange!=e instanceof r.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 s=(null!==(_=g.get(t))&&void 0!==_?_:e).clone();s.setv({source_range:l,target_range:a}),h.set(t,s)}return h}_configure_frame_ranges(){const{bbox:e}=this;this._x_target=new g.Range1d({start:e.left,end:e.right}),this._y_target=new g.Range1d({start:e.bottom,end:e.top})}_configure_scales(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._x_scales=this._get_scales(this.in_x_scale,this.extra_x_scales,this._x_ranges,this._x_target),this._y_scales=this._get_scales(this.in_y_scale,this.extra_y_scales,this._y_ranges,this._y_target)}_update_scales(){this._configure_frame_ranges();for(const[,e]of this._x_scales)e.target_range=this._x_target;for(const[,e]of this._y_scales)e.target_range=this._y_target}set_geometry(e){this._bbox=e,this._update_scales()}get x_target(){return this._x_target}get y_target(){return this._y_target}get x_ranges(){return this._x_ranges}get y_ranges(){return this._y_ranges}get x_scales(){return this._x_scales}get y_scales(){return this._y_scales}get x_scale(){return this._x_scales.get(\"default\")}get y_scale(){return this._y_scales.get(\"default\")}get xscales(){return(0,l.to_object)(this.x_scales)}get yscales(){return(0,l.to_object)(this.y_scales)}}s.CartesianFrame=x,x.__name__=\"CartesianFrame\"},\n function _(i,s,x,A,o){A(),o(\"Axis\",i(128).Axis),o(\"CategoricalAxis\",i(140).CategoricalAxis),o(\"ContinuousAxis\",i(143).ContinuousAxis),o(\"DatetimeAxis\",i(144).DatetimeAxis),o(\"LinearAxis\",i(145).LinearAxis),o(\"LogAxis\",i(162).LogAxis),o(\"MercatorAxis\",i(165).MercatorAxis)},\n function _(t,e,i,s,a){s();const o=t(1);var l;const n=t(129),_=t(130),r=t(131),h=t(132),c=(0,o.__importStar)(t(48)),b=t(20),u=t(24),m=t(123),d=t(9),x=t(13),f=t(8),g=t(120),p=t(67),v=t(133),w=t(113),j=t(11),k=t(8),y=t(134),{abs:z}=Math;class M extends n.GuideRendererView{constructor(){super(...arguments),this._axis_label_view=null,this._major_label_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._init_axis_label(),await this._init_major_labels()}async _init_axis_label(){const{axis_label:t}=this.model;if(null!=t){const e=(0,k.isString)(t)?(0,y.parse_delimited_string)(t):t;this._axis_label_view=await(0,w.build_view)(e,{parent:this})}else this._axis_label_view=null}async _init_major_labels(){const{major_label_overrides:t}=this.model;for(const[e,i]of(0,x.entries)(t)){const t=(0,k.isString)(i)?(0,y.parse_delimited_string)(i):i;this._major_label_views.set(e,await(0,w.build_view)(t,{parent:this}))}}update_layout(){this.layout=new m.SideLayout(this.panel,(()=>this.get_size()),!0),this.layout.on_resize((()=>this._coordinates=void 0))}get_size(){const{visible:t,fixed_location:e}=this.model;if(t&&null==e&&this.is_renderable){const{extents:t}=this;return{width:0,height:Math.round(t.tick+t.tick_label+t.axis_label)}}return{width:0,height:0}}get is_renderable(){const[t,e]=this.ranges;return t.is_valid&&e.is_valid}_render(){var t;if(!this.is_renderable)return;const{tick_coords:e,extents:i}=this,s=this.layer.ctx;s.save(),this._draw_rule(s,i),this._draw_major_ticks(s,i,e),this._draw_minor_ticks(s,i,e),this._draw_major_labels(s,i,e),this._draw_axis_label(s,i,e),null===(t=this._paint)||void 0===t||t.call(this,s,i,e),s.restore()}connect_signals(){super.connect_signals();const{axis_label:t,major_label_overrides:e}=this.model.properties;this.on_change(t,(async()=>{var t;null===(t=this._axis_label_view)||void 0===t||t.remove(),await this._init_axis_label()})),this.on_change(e,(async()=>{for(const t of this._major_label_views.values())t.remove();await this._init_major_labels()})),this.connect(this.model.change,(()=>this.plot_view.request_layout()))}get needs_clip(){return null!=this.model.fixed_location}_draw_rule(t,e){if(!this.visuals.axis_line.doit)return;const[i,s]=this.rule_coords,[a,o]=this.coordinates.map_to_screen(i,s),[l,n]=this.normals,[_,r]=this.offsets;this.visuals.axis_line.set_value(t),t.beginPath();for(let e=0;e0?s+i+3:0}_draw_axis_label(t,e,i){if(null==this._axis_label_view||null!=this.model.fixed_location)return;const[s,a]=(()=>{const{bbox:t}=this.layout;switch(this.panel.side){case\"above\":return[t.hcenter,t.bottom];case\"below\":return[t.hcenter,t.top];case\"left\":return[t.right,t.vcenter];case\"right\":return[t.left,t.vcenter]}})(),[o,l]=this.normals,n=e.tick+e.tick_label+this.model.axis_label_standoff,{vertical_align:_,align:r}=this.panel.get_label_text_heuristics(\"parallel\"),h={sx:s+o*n,sy:a+l*n,x_anchor:r,y_anchor:_},c=this._axis_label_view.graphics();c.visuals=this.visuals.axis_label_text.values(),c.angle=this.panel.get_label_angle_heuristic(\"parallel\"),this.plot_view.base_font_size&&(c.base_font_size=this.plot_view.base_font_size),c.position=h,c.align=r,c.paint(t)}_draw_ticks(t,e,i,s,a){if(!a.doit)return;const[o,l]=e,[n,_]=this.coordinates.map_to_screen(o,l),[r,h]=this.normals,[c,b]=this.offsets,[u,m]=[r*(c-i),h*(b-i)],[d,x]=[r*(c+s),h*(b+s)];a.set_value(t),t.beginPath();for(let e=0;et.bbox())),M=(()=>{const[t]=this.ranges;return t.is_reversed?0==this.dimension?(t,e)=>z[t].left-z[e].right:(t,e)=>z[e].top-z[t].bottom:0==this.dimension?(t,e)=>z[e].left-z[t].right:(t,e)=>z[t].top-z[e].bottom})(),{major_label_policy:O}=this.model,T=O.filter(k,z,M),A=[...T.ones()];if(0!=A.length){const t=this.parent.canvas_view.bbox,e=e=>{const i=z[e];if(i.left<0){const t=-i.left,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sx:s.sx+t})}else if(i.right>t.width){const s=i.right-t.width,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sx:a.sx-s})}},i=e=>{const i=z[e];if(i.top<0){const t=-i.top,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sy:s.sy+t})}else if(i.bottom>t.height){const s=i.bottom-t.height,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sy:a.sy-s})}},s=A[0],a=A[A.length-1];0==this.dimension?(e(s),e(a)):(i(s),i(a))}for(const e of T){y[e].paint(t)}}_tick_extent(){return this.model.major_tick_out}_tick_label_extents(){const t=this.tick_coords.major,e=this.compute_labels(t[this.dimension]),i=this.model.major_label_orientation,s=this.model.major_label_standoff,a=this.visuals.major_label_text;return[this._oriented_labels_extent(e,i,s,a)]}get extents(){const t=this._tick_label_extents();return{tick:this._tick_extent(),tick_labels:t,tick_label:(0,d.sum)(t),axis_label:this._axis_label_extent()}}_oriented_labels_extent(t,e,i,s){if(0==t.length||!s.doit)return 0;const a=this.panel.get_label_angle_heuristic(e);t.visuals=s.values(),t.angle=a,t.base_font_size=this.plot_view.base_font_size;const o=t.max_size(),l=0==this.dimension?o.height:o.width;return l>0?i+l+3:0}get normals(){return this.panel.normals}get dimension(){return this.panel.dimension}compute_labels(t){const e=this.model.formatter.format_graphics(t,this),{_major_label_views:i}=this,s=new Set;for(let a=0;az(l-n)?(t=r(_(a,o),l),s=_(r(a,o),n)):(t=_(a,o),s=r(a,o)),[t,s]}}get rule_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=[new Array(2),new Array(2)];return o[t][0]=Math.max(s,i.min),o[t][1]=Math.min(a,i.max),o[t][0]>o[t][1]&&(o[t][0]=o[t][1]=NaN),o[e][0]=this.loc,o[e][1]=this.loc,o}get tick_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=this.model.ticker.get_ticks(s,a,i,this.loc),l=o.major,n=o.minor,_=[[],[]],r=[[],[]],[h,c]=[i.min,i.max];for(let i=0;ic||(_[t].push(l[i]),_[e].push(this.loc));for(let i=0;ic||(r[t].push(n[i]),r[e].push(this.loc));return{major:_,minor:r}}get loc(){const{fixed_location:t}=this.model;if(null!=t){if((0,f.isNumber)(t))return t;const[,e]=this.ranges;if(e instanceof p.FactorRange)return e.synthetic(t);(0,j.unreachable)()}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})}remove(){var t;null===(t=this._axis_label_view)||void 0===t||t.remove();for(const t of this._major_label_views.values())t.remove();super.remove()}has_finished(){if(!super.has_finished())return!1;if(null!=this._axis_label_view&&!this._axis_label_view.has_finished())return!1;for(const t of this._major_label_views.values())if(!t.has_finished())return!1;return!0}}i.AxisView=M,M.__name__=\"AxisView\";class O extends n.GuideRenderer{constructor(t){super(t)}}i.Axis=O,l=O,O.__name__=\"Axis\",l.prototype.default_view=M,l.mixins([[\"axis_\",c.Line],[\"major_tick_\",c.Line],[\"minor_tick_\",c.Line],[\"major_label_\",c.Text],[\"axis_label_\",c.Text]]),l.define((({Any:t,Int:e,Number:i,String:s,Ref:a,Dict:o,Tuple:l,Or:n,Nullable:c,Auto:u})=>({bounds:[n(l(i,i),u),\"auto\"],ticker:[a(_.Ticker)],formatter:[a(r.TickFormatter)],axis_label:[c(n(s,a(v.BaseText))),null],axis_label_standoff:[e,5],major_label_standoff:[e,5],major_label_orientation:[n(b.TickLabelOrientation,i),\"horizontal\"],major_label_overrides:[o(n(s,a(v.BaseText))),{}],major_label_policy:[a(h.LabelingPolicy),()=>new h.AllLabels],major_tick_in:[i,2],major_tick_out:[i,6],minor_tick_in:[i,0],minor_tick_out:[i,4],fixed_location:[c(n(i,t)),null]}))),l.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\"})},\n function _(e,r,d,n,i){var s;n();const _=e(41);class u extends _.RendererView{}d.GuideRendererView=u,u.__name__=\"GuideRendererView\";class c extends _.Renderer{constructor(e){super(e)}}d.GuideRenderer=c,s=c,c.__name__=\"GuideRenderer\",s.override({level:\"guide\"})},\n function _(c,e,n,s,o){s();const r=c(53);class t extends r.Model{constructor(c){super(c)}}n.Ticker=t,t.__name__=\"Ticker\"},\n function _(t,o,r,e,c){e();const n=t(53),a=t(120);class m extends n.Model{constructor(t){super(t)}format_graphics(t,o){return this.doFormat(t,o).map((t=>new a.TextBox({text:t})))}compute(t,o){return this.doFormat([t],null!=o?o:{loc:0})[0]}v_compute(t,o){return this.doFormat(t,null!=o?o:{loc:0})}}r.TickFormatter=m,m.__name__=\"TickFormatter\"},\n function _(e,n,s,t,i){var c,r;t();const l=e(53),o=e(13),a=e(34),u=e(8),d=e(24);class _ extends l.Model{constructor(e){super(e)}}s.LabelingPolicy=_,_.__name__=\"LabelingPolicy\";class f extends _{constructor(e){super(e)}filter(e,n,s){return e}}s.AllLabels=f,f.__name__=\"AllLabels\";class m extends _{constructor(e){super(e)}filter(e,n,s){const{min_distance:t}=this;let i=null;for(const n of e)null!=i&&s(i,n)({min_distance:[e,5]})));class b extends _{constructor(e){super(e)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}get func(){const e=(0,a.use_strict)(this.code);return new d.GeneratorFunction(\"indices\",\"bboxes\",\"distance\",...this.names,e)}filter(e,n,s){const t=Object.create(null),i=this.func.call(t,e,n,s,...this.values);let c=i.next();if(c.done&&void 0!==c.value){const{value:n}=c;return n instanceof d.Indices?n:void 0===n?e:(0,u.isIterable)(n)?d.Indices.from_indices(e.size,n):d.Indices.all_unset(e.size)}{const n=[];do{n.push(c.value),c=i.next()}while(!c.done);return d.Indices.from_indices(e.size,n)}}}s.CustomLabelingPolicy=b,r=b,b.__name__=\"CustomLabelingPolicy\",r.define((({Unknown:e,String:n,Dict:s})=>({args:[s(e),{}],code:[n,\"\"]})))},\n function _(e,s,t,n,a){var _;n();const x=e(53),c=e(42);class i extends c.View{}t.BaseTextView=i,i.__name__=\"BaseTextView\";class o extends x.Model{constructor(e){super(e)}}t.BaseText=o,_=o,o.__name__=\"BaseText\",_.define((({String:e})=>({text:[e]})))},\n function _(n,e,t,i,r){i();const s=n(135),l=n(139),d=[{start:\"$$\",end:\"$$\",inline:!1},{start:\"\\\\[\",end:\"\\\\]\",inline:!1},{start:\"\\\\(\",end:\"\\\\)\",inline:!0}];t.parse_delimited_string=function(n){for(const e of d){const t=n.indexOf(e.start),i=t+e.start.length;if(0==t){const t=n.indexOf(e.end,i),r=t;if(t==n.length-e.end.length)return new s.TeX({text:n.slice(i,r),inline:e.inline});break}}return new l.PlainText({text:n})}},\n function _(t,e,s,i,n){var o,r,a;i();const h=t(8),_=t(136),l=t(22),c=t(120),d=t(121),u=t(122),g=t(65),p=t(133),x=t(137);class m extends p.BaseTextView{constructor(){super(...arguments),this._position={sx:0,sy:0},this.align=\"left\",this._x_anchor=\"left\",this._y_anchor=\"center\",this._base_font_size=13,this.font_size_scale=1,this.svg_image=null}graphics(){return this}infer_text_height(){return\"ascent_descent\"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}get has_image_loaded(){return null!=this.svg_image}_rect(){const{width:t,height:e}=this._size(),{x:s,y:i}=this._computed_position();return new g.BBox({x:s,y:i,width:t,height:e}).rect}set position(t){this._position=t}get position(){return this._position}get text(){return this.model.text}get provider(){return x.default_provider}async lazy_initialize(){await super.lazy_initialize(),\"not_started\"==this.provider.status&&await this.provider.fetch(),\"not_started\"!=this.provider.status&&\"loading\"!=this.provider.status||this.provider.ready.connect((()=>this.load_image())),\"loaded\"==this.provider.status&&await this.load_image()}connect_signals(){super.connect_signals(),this.on_change(this.model.properties.text,(()=>this.load_image()))}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const o=t.font,{font_size_scale:r,_base_font_size:a}=this,h=(0,d.parse_css_font_size)(n);if(null!=h){let{value:t,unit:e}=h;t*=r,\"em\"==e&&a&&(t*=a,e=\"px\"),n=`${t}${e}`}const _=`${i} ${n} ${o}`;this.font=_,this.color=(0,l.color2css)(e,s)}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:o=this._y_anchor}=this.position;return{x:s-(()=>{if((0,h.isNumber)(n))return n*t;switch(n){case\"left\":return 0;case\"center\":return.5*t;case\"right\":return t}})(),y:i-(()=>{if((0,h.isNumber)(o))return o*e;switch(o){case\"top\":return 0;case\"center\":return.5*e;case\"bottom\":return e;case\"baseline\":return.5*e}})()}}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}get_text_dimensions(){return{width:(0,c.text_width)(this.model.text,this.font),height:(0,d.font_metrics)(this.font).height}}get_image_dimensions(){var t,e,s,i;const n=parseFloat(null!==(e=null===(t=this.svg_element.getAttribute(\"height\"))||void 0===t?void 0:t.replace(/([A-z])/g,\"\"))&&void 0!==e?e:\"0\"),o=parseFloat(null!==(i=null===(s=this.svg_element.getAttribute(\"width\"))||void 0===s?void 0:s.replace(/([A-z])/g,\"\"))&&void 0!==i?i:\"0\");return{width:(0,d.font_metrics)(this.font).x_height*o,height:(0,d.font_metrics)(this.font).x_height*n}}_size(){return this.has_image_loaded?this.get_image_dimensions():this.get_text_dimensions()}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new g.BBox({left:n,right:r,top:o,bottom:a})}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new u.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle=\"red\",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e.x),o(e.y)),t.lineTo(o(s.x),o(s.y)),t.lineTo(o(i.x),o(i.y)),t.lineTo(o(n.x),o(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle=\"blue\",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e),o(s)),t.lineTo(o(e),o(s+n)),t.lineTo(o(e+i),o(s+n)),t.lineTo(o(e+i),o(s)),t.closePath(),t.stroke(),t.restore()}async load_image(){if(null==this.provider.MathJax)return null;const t=this._process_text(this.model.text);if(null==t)return this._has_finished=!0,null;const e=t.children[0];this.svg_element=e,e.setAttribute(\"font\",this.font),e.setAttribute(\"stroke\",this.color);const s=e.outerHTML,i=new Blob([s],{type:\"image/svg+xml\"}),n=URL.createObjectURL(i);try{this.svg_image=await(0,_.load_image)(n)}finally{URL.revokeObjectURL(n)}return this.parent.request_layout(),this.svg_image}paint(t){t.save();const{sx:e,sy:s}=this.position;this.angle&&(t.translate(e,s),t.rotate(this.angle),t.translate(-e,-s));const{x:i,y:n}=this._computed_position();if(null!=this.svg_image){const{width:e,height:s}=this.get_image_dimensions();t.drawImage(this.svg_image,i,n,e,s)}else t.fillStyle=this.color,t.font=this.font,t.textAlign=\"left\",t.textBaseline=\"alphabetic\",t.fillText(this.model.text,i,n+(0,d.font_metrics)(this.font).ascent);t.restore(),this._has_finished||\"failed\"!=this.provider.status&&!this.has_image_loaded||(this._has_finished=!0,this.parent.notify_finished_after_paint())}}s.MathTextView=m,m.__name__=\"MathTextView\";class f extends p.BaseText{constructor(t){super(t)}}s.MathText=f,f.__name__=\"MathText\";class v extends m{_process_text(t){}}s.AsciiView=v,v.__name__=\"AsciiView\";class y extends f{constructor(t){super(t)}}s.Ascii=y,o=y,y.__name__=\"Ascii\",o.prototype.default_view=v;class w extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.mathml2svg(t.trim())}}s.MathMLView=w,w.__name__=\"MathMLView\";class b extends f{constructor(t){super(t)}}s.MathML=b,r=b,b.__name__=\"MathML\",r.prototype.default_view=w;class M extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.tex2svg(t,void 0,this.model.macros)}}s.TeXView=M,M.__name__=\"TeXView\";class T extends f{constructor(t){super(t)}}s.TeX=T,a=T,T.__name__=\"TeX\",a.prototype.default_view=M,a.define((({Boolean:t,Number:e,String:s,Dict:i,Tuple:n,Or:o})=>({macros:[i(o(s,n(s,e))),{}],inline:[t,!1]})))},\n function _(i,e,t,s,o){s();const a=i(19);t.load_image=async function(i,e){return new n(i,e).promise};class n{constructor(i,e={}){this._image=new Image,this._finished=!1;const{attempts:t=1,timeout:s=1}=e;this.promise=new Promise(((o,n)=>{this._image.crossOrigin=\"anonymous\";let r=0;this._image.onerror=()=>{if(++r==t){const s=`unable to load ${i} image after ${t} attempts`;if(a.logger.warn(s),null==this._image.crossOrigin)return void(null!=e.failed&&e.failed());a.logger.warn(`attempting to load ${i} without a cross origin policy`),this._image.crossOrigin=null,r=0}setTimeout((()=>this._image.src=i),s)},this._image.onload=()=>{this._finished=!0,null!=e.loaded&&e.loaded(this._image),o(this._image)},this._image.src=i}))}get finished(){return this._finished}get image(){if(this._finished)return this._image;throw new Error(\"not loaded yet\")}}t.ImageLoader=n,n.__name__=\"ImageLoader\"},\n function _(t,e,a,s,n){var r=this&&this.__createBinding||(Object.create?function(t,e,a,s){void 0===s&&(s=a),Object.defineProperty(t,s,{enumerable:!0,get:function(){return e[a]}})}:function(t,e,a,s){void 0===s&&(s=a),t[s]=e[a]}),i=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,\"default\",{enumerable:!0,value:e})}:function(t,e){t.default=e}),d=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var a in t)\"default\"!==a&&Object.prototype.hasOwnProperty.call(t,a)&&r(e,t,a);return i(e,t),e};s();const o=t(15),u=t(138);class c{constructor(){this.ready=new o.Signal0(this,\"ready\"),this.status=\"not_started\"}}a.MathJaxProvider=c,c.__name__=\"MathJaxProvider\";class h extends c{get MathJax(){return null}async fetch(){this.status=\"failed\"}}a.NoProvider=h,h.__name__=\"NoProvider\";class l extends c{get MathJax(){return\"undefined\"!=typeof MathJax?MathJax:null}async fetch(){const t=document.createElement(\"script\");t.src=\"https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-svg.js\",t.onload=()=>{this.status=\"loaded\",this.ready.emit()},t.onerror=()=>{this.status=\"failed\"},this.status=\"loading\",document.head.appendChild(t)}}a.CDNProvider=l,l.__name__=\"CDNProvider\";class _ extends c{get MathJax(){return this._mathjax}async fetch(){this.status=\"loading\";try{const e=await(0,u.load_module)(Promise.resolve().then((()=>d(t(519)))));this._mathjax=e,this.status=\"loaded\",this.ready.emit()}catch(t){this.status=\"failed\"}}}a.BundleProvider=_,_.__name__=\"BundleProvider\",a.default_provider=new _},\n function _(n,r,o,t,c){t(),o.load_module=async function(n){try{return await n}catch(n){if((r=n)instanceof Error&&\"code\"in r&&\"MODULE_NOT_FOUND\"===n.code)return null;throw n}var r}},\n function _(e,t,i,n,s){var a;n();const x=e(133),_=e(120);class l extends x.BaseTextView{initialize(){super.initialize(),this._has_finished=!0}graphics(){return new _.TextBox({text:this.model.text})}}i.PlainTextView=l,l.__name__=\"PlainTextView\";class r extends x.BaseText{constructor(e){super(e)}}i.PlainText=r,a=r,r.__name__=\"PlainText\",a.prototype.default_view=l},\n function _(t,s,o,e,i){e();const r=t(1);var a;const l=t(128),_=t(141),n=t(142),p=(0,r.__importStar)(t(48)),c=t(20),h=t(120),m=t(8);class u extends l.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&&pnew h.GraphicsBoxes(t.map((t=>(0,m.isString)(t)?new h.TextBox({text:t}):t))),_=t=>l(this.model.formatter.doFormat(t,this));if(1==t.levels){const t=_(i.major);a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){const t=_(i.major.map((t=>t[1])));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(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=i.mids.map((t=>t[1]));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(s),r.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),a.push([l(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((()=>this.loc)),3==o.levels&&(a.mids[t]=r.mids,a.mids[s]=r.mids.map((()=>this.loc))),o.levels>1&&(a.tops[t]=r.tops,a.tops[s]=r.tops.map((()=>this.loc))),a}}o.CategoricalAxisView=u,u.__name__=\"CategoricalAxisView\";class d extends l.Axis{constructor(t){super(t)}}o.CategoricalAxis=d,a=d,d.__name__=\"CategoricalAxis\",a.prototype.default_view=u,a.mixins([[\"separator_\",p.Line],[\"group_\",p.Text],[\"subgroup_\",p.Text]]),a.define((({Number:t,Or:s})=>({group_label_orientation:[s(c.TickLabelOrientation,t),\"parallel\"],subgroup_label_orientation:[s(c.TickLabelOrientation,t),\"parallel\"]}))),a.override({ticker:()=>new _.CategoricalTicker,formatter:()=>new n.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\"})},\n function _(t,c,o,s,e){s();const r=t(130);class i extends r.Ticker{constructor(t){super(t)}get_ticks(t,c,o,s){var e,r;return{major:this._collect(o.factors,o,t,c),minor:[],tops:this._collect(null!==(e=o.tops)&&void 0!==e?e:[],o,t,c),mids:this._collect(null!==(r=o.mids)&&void 0!==r?r:[],o,t,c)}}_collect(t,c,o,s){const e=[];for(const r of t){const t=c.synthetic(r);t>o&&tnew _.DatetimeTicker,formatter:()=>new m.DatetimeTickFormatter})},\n function _(e,i,s,n,r){var t;n();const a=e(143),o=e(146),c=e(147);class _ extends a.ContinuousAxisView{}s.LinearAxisView=_,_.__name__=\"LinearAxisView\";class u extends a.ContinuousAxis{constructor(e){super(e)}}s.LinearAxis=u,t=u,u.__name__=\"LinearAxis\",t.prototype.default_view=_,t.override({ticker:()=>new c.BasicTicker,formatter:()=>new o.BasicTickFormatter})},\n function _(i,t,e,n,o){var r;n();const s=i(131),c=i(34);function _(i){let t=\"\";for(const e of i)t+=\"-\"==e?\"\\u2212\":e;return t}e.unicode_replace=_;class a extends s.TickFormatter{constructor(i){super(i),this.last_precision=3}get scientific_limit_low(){return 10**this.power_limit_low}get scientific_limit_high(){return 10**this.power_limit_high}_need_sci(i){if(!this.use_scientific)return!1;const{scientific_limit_high:t}=this,{scientific_limit_low:e}=this,n=i.length<2?0:Math.abs(i[1]-i[0])/1e4;for(const o of i){const i=Math.abs(o);if(!(i<=n)&&(i>=t||i<=e))return!0}return!1}_format_with_precision(i,t,e){return t?i.map((i=>_(i.toExponential(e)))):i.map((i=>_((0,c.to_fixed)(i,e))))}_auto_precision(i,t){const e=new Array(i.length),n=this.last_precision<=15;i:for(let o=this.last_precision;n?o<=15:o>=1;n?o++:o--){if(t){e[0]=i[0].toExponential(o);for(let t=1;t({precision:[n(t,e),\"auto\"],use_scientific:[i,!0],power_limit_high:[t,5],power_limit_low:[t,-3]})))},\n function _(c,e,s,i,n){i();const r=c(148);class t extends r.AdaptiveTicker{constructor(c){super(c)}}s.BasicTicker=t,t.__name__=\"BasicTicker\"},\n function _(t,i,a,s,e){var n;s();const r=t(149),_=t(9),l=t(10);class h extends r.ContinuousTicker{constructor(t){super(t)}get_min_interval(){return this.min_interval}get_max_interval(){var t;return null!==(t=this.max_interval)&&void 0!==t?t:1/0}initialize(){super.initialize();const t=(0,_.nth)(this.mantissas,-1)/this.base,i=(0,_.nth)(this.mantissas,0)*this.base;this.extended_mantissas=[t,...this.mantissas,i],this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()}get_interval(t,i,a){const s=i-t,e=this.get_ideal_interval(t,i,a),n=Math.floor((0,l.log)(e/this.base_factor,this.base)),r=this.base**n*this.base_factor,h=this.extended_mantissas,m=h.map((t=>Math.abs(a-s/(t*r)))),v=h[(0,_.argmin)(m)]*r;return(0,l.clamp)(v,this.get_min_interval(),this.get_max_interval())}}a.AdaptiveTicker=h,n=h,h.__name__=\"AdaptiveTicker\",n.define((({Number:t,Array:i,Nullable:a})=>({base:[t,10],mantissas:[i(t),[1,2,5]],min_interval:[t,0],max_interval:[a(t),null]})))},\n function _(t,n,i,s,e){var o;s();const r=t(130),c=t(9);class _ extends r.Ticker{constructor(t){super(t)}get_ticks(t,n,i,s){return this.get_ticks_no_defaults(t,n,s,this.desired_num_ticks)}get_ticks_no_defaults(t,n,i,s){const e=this.get_interval(t,n,s),o=Math.floor(t/e),r=Math.ceil(n/e);let _;_=isFinite(o)&&isFinite(r)?(0,c.range)(o,r+1):[];const u=_.map((t=>t*e)).filter((i=>t<=i&&i<=n)),a=this.num_minor_ticks,f=[];if(a>0&&u.length>0){const i=e/a,s=(0,c.range)(0,a).map((t=>t*i));for(const i of s.slice(1)){const s=u[0]-i;t<=s&&s<=n&&f.push(s)}for(const i of u)for(const e of s){const s=i+e;t<=s&&s<=n&&f.push(s)}}return{major:u,minor:f}}get_ideal_interval(t,n,i){return(n-t)/i}}i.ContinuousTicker=_,o=_,_.__name__=\"ContinuousTicker\",o.define((({Int:t})=>({num_minor_ticks:[t,5],desired_num_ticks:[t,6]})))},\n function _(s,t,e,n,i){n();var r;const o=(0,s(1).__importDefault)(s(151)),a=s(131),c=s(19),u=s(152),m=s(9),h=s(8);function d(s){return(0,o.default)(s,\"%Y %m %d %H %M %S\").split(/\\s+/).map((s=>parseInt(s,10)))}function l(s,t){if((0,h.isFunction)(t))return t(s);{const e=(0,u.sprintf)(\"$1%06d\",function(s){return Math.round(s/1e3%1*1e6)}(s));return-1==(t=t.replace(/((^|[^%])(%%)*)%f/,e)).indexOf(\"%\")?t:(0,o.default)(s,t)}}const f=[\"microseconds\",\"milliseconds\",\"seconds\",\"minsec\",\"minutes\",\"hourmin\",\"hours\",\"days\",\"months\",\"years\"];class _ extends a.TickFormatter{constructor(s){super(s),this.strip_leading_zeros=!0}initialize(){super.initialize(),this._update_width_formats()}_update_width_formats(){const s=+(0,o.default)(new Date),t=function(t){const e=t.map((t=>l(s,t).length)),n=(0,m.sort_by)((0,m.zip)(e,t),(([s])=>s));return(0,m.unzip)(n)};this._width_formats={microseconds:t(this.microseconds),milliseconds:t(this.milliseconds),seconds:t(this.seconds),minsec:t(this.minsec),minutes:t(this.minutes),hourmin:t(this.hourmin),hours:t(this.hours),days:t(this.days),months:t(this.months),years:t(this.years)}}_get_resolution_str(s,t){const e=1.1*s;switch(!1){case!(e<.001):return\"microseconds\";case!(e<1):return\"milliseconds\";case!(e<60):return t>=60?\"minsec\":\"seconds\";case!(e<3600):return t>=3600?\"hourmin\":\"minutes\";case!(e<86400):return\"hours\";case!(e<2678400):return\"days\";case!(e<31536e3):return\"months\";default:return\"years\"}}doFormat(s,t){if(0==s.length)return[];const e=Math.abs(s[s.length-1]-s[0])/1e3,n=e/(s.length-1),i=this._get_resolution_str(n,e),[,[r]]=this._width_formats[i],o=[],a=f.indexOf(i),u={};for(const s of f)u[s]=0;u.seconds=5,u.minsec=4,u.minutes=4,u.hourmin=3,u.hours=3;for(const t of s){let s,e;try{e=d(t),s=l(t,r)}catch(s){c.logger.warn(`unable to format tick for timestamp value ${t}`),c.logger.warn(` - ${s}`),o.push(\"ERR\");continue}let n=!1,m=a;for(;0==e[u[f[m]]];){let r;if(m+=1,m==f.length)break;if((\"minsec\"==i||\"hourmin\"==i)&&!n){if(\"minsec\"==i&&0==e[4]&&0!=e[5]||\"hourmin\"==i&&0==e[3]&&0!=e[4]){r=this._width_formats[f[a-1]][1][0],s=l(t,r);break}n=!0}r=this._width_formats[f[m]][1][0],s=l(t,r)}if(this.strip_leading_zeros){let t=s.replace(/^0+/g,\"\");t!=s&&isNaN(parseInt(t))&&(t=`0${t}`),o.push(t)}else o.push(s)}return 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e.getUTCFullYear()},y:function(e){return e.getUTCFullYear()%100},H:function(e){return e.getUTCHours()},M:function(e){return e.getUTCMinutes()},S:function(e){return e.getUTCSeconds()},e:function(e){return e.getUTCDate()},d:function(e){return e.getUTCDate()},u:function(e){return e.getUTCDay()||7},w:function(e){return e.getUTCDay()},l:function(e){return e.getUTCHours()%12||12},I:function(e){return e.getUTCHours()%12||12},k:function(e){return e.getUTCHours()},Z:function(e){return this.entry.abbrev},a:function(e){return this[this.locale].day.abbrev[e.getUTCDay()]},A:function(e){return this[this.locale].day.full[e.getUTCDay()]},h:function(e){return this[this.locale].month.abbrev[e.getUTCMonth()]},b:function(e){return this[this.locale].month.abbrev[e.getUTCMonth()]},B:function(e){return this[this.locale].month.full[e.getUTCMonth()]},P:function(e){return this[this.locale].meridiem[Math.floor(e.getUTCHours()/12)].toLowerCase()},p:function(e){return this[this.locale].meridiem[Math.floor(e.getUTCHours()/12)]},R:function(e,t){return this.convert([t,\"%H:%M\"])},T:function(e,t){return this.convert([t,\"%H:%M:%S\"])},D:function(e,t){return this.convert([t,\"%m/%d/%y\"])},F:function(e,t){return this.convert([t,\"%Y-%m-%d\"])},x:function(e,t){return this.convert([t,this[this.locale].date])},r:function(e,t){return this.convert([t,this[this.locale].time12||\"%I:%M:%S\"])},X:function(e,t){return this.convert([t,this[this.locale].time24])},c:function(e,t){return this.convert([t,this[this.locale].dateTime])},convert:function(e){if(!e.length)return\"1.0.23\";var t,a,u,l,s,c=Object.create(this),f=[];for(t=0;t=o?Math.floor((n-o)/7)+1:0}function c(e){var t,n,r;return n=e.getUTCFullYear(),t=new Date(Date.UTC(n,0)).getUTCDay(),(r=s(e,1)+(t>1&&t<=4?1:0))?53!=r||4==t||3==t&&29==new Date(n,1,29).getDate()?[r,e.getUTCFullYear()]:[1,e.getUTCFullYear()+1]:(n=e.getUTCFullYear()-1,[r=4==(t=new Date(Date.UTC(n,0)).getUTCDay())||3==t&&29==new 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null;if((0,s.isNumber)(n))return e[n];const i=e[n.index];if((0,s.isTypedArray)(i)||(0,s.isArray)(i)){if((0,s.isArray)(i[0])){return i[n.dim2][n.dim1]}return i[n.flat_index]}return i}function d(r,t,n,e){if(\"$\"==r[0]){return function(r,t){if(r in t)return t[r];throw new Error(`Unknown special variable '$${r}'`)}(r.substring(1),e)}return p(r.substring(1).replace(/[{}]/g,\"\"),t,n)}n.FormatterType=(0,l.Enum)(\"numeral\",\"printf\",\"datetime\"),n.DEFAULT_FORMATTERS={numeral:(r,t,n)=>a.format(r,t),datetime:(r,t,n)=>(0,o.default)(r,t),printf:(r,t,n)=>c(t,r)},n.sprintf=c,n.basic_formatter=m,n.get_formatter=_,n._get_column_value=p,n.get_value=d,n.replace_placeholders=function(r,t,n,e,i={},u){let a,f;if((0,s.isString)(r)?(a=r,f=!1):(a=r.html,f=!0),a=a.replace(/@\\$name/g,(r=>`@{${i.name}}`)),a=a.replace(/((?:\\$\\w+)|(?:@\\w+)|(?:@{(?:[^{}]+)}))(?:{([^{}]+)})?/g,((r,a,o)=>{const l=d(a,t,n,i);if(null==l)return u?u(\"???\"):\"???\";if(\"safe\"==o)return f=!0,`${l}`;const 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w=\"\";if(v=null===($=-1===n.indexOf(\".\")?n.match(/([0-9]+).*/):n.match(/([0-9]+)\\..*/))?-1:$[1].length,-1!==n.indexOf(\"-\")&&(P=!0),n.indexOf(\"(\")>-1?(B=!0,n=n.slice(1,-1)):n.indexOf(\"+\")>-1&&(E=!0,n=n.replace(/\\+/g,\"\")),n.indexOf(\"a\")>-1){if(g=n.split(\".\")[0].match(/[0-9]+/g)||[\"0\"],g=parseInt(g[0],10),U=n.indexOf(\"aK\")>=0,N=n.indexOf(\"aM\")>=0,S=n.indexOf(\"aB\")>=0,j=n.indexOf(\"aT\")>=0,D=U||N||S||j,n.indexOf(\" a\")>-1?(k=\" \",n=n.replace(\" 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x.indexOf(\"-\")>-1&&(x=x.slice(1),R=!0),x.length-1&&(x=x.toString().replace(/(\\d)(?=(\\d{3})+(?!\\d))/g,\"$1\"+o[u].delimiters.thousands)),0===n.indexOf(\".\")&&(x=\"\"),b+(n.indexOf(\"(\")2)&&(o.length<2?!!o[0].match(/^\\d+.*\\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\\d+$/):!!o[0].match(/^\\d+.*\\d$/)&&!o[0].match(u)&&!!o[1].match(/^\\d+$/)))))},n.exports={format:function(e,n,t,r){return null!=t&&t!==a.culture()&&a.setCulture(t),p(Number(e),null!=n?n:s,null==r?Math.round:r)}}},\n function _(e,n,t,r,i){!function(){\"use strict\";var 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c.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:T.ONE_HOUR,max_interval:12*T.ONE_HOUR,num_minor_ticks:0}),new _.DaysTicker({days:(0,t.range)(1,32)}),new _.DaysTicker({days:(0,t.range)(1,31,3)}),new _.DaysTicker({days:[1,8,15,22]}),new _.DaysTicker({days:[1,15]}),new k.MonthsTicker({months:(0,t.range)(0,12,1)}),new k.MonthsTicker({months:(0,t.range)(0,12,2)}),new k.MonthsTicker({months:(0,t.range)(0,12,4)}),new k.MonthsTicker({months:(0,t.range)(0,12,6)}),new o.YearsTicker({})]})},\n function _(t,e,i,r,s){var n;r();const _=t(149),a=t(9);class l extends _.ContinuousTicker{constructor(t){super(t)}get min_intervals(){return this.tickers.map((t=>t.get_min_interval()))}get max_intervals(){return this.tickers.map((t=>t.get_max_interval()))}get_min_interval(){return this.min_intervals[0]}get_max_interval(){return this.max_intervals[0]}get_best_ticker(t,e,i){const 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n=this.num_minor_ticks,r=[],i=this.base,c=Math.log(t)/Math.log(i),f=Math.log(o)/Math.log(i),l=f-c;let h;if(isFinite(l))if(l<2){const e=this.get_interval(t,o,s),i=Math.floor(t/e),c=Math.ceil(o/e);if(h=(0,a.range)(i,c+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=(0,a.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*c),o=Math.floor(1.000001*f),e=Math.ceil((o-t)/9);if(h=(0,a.range)(t-1,o+1,e).map((t=>i**t)),n>0&&h.length>0){const t=i**e/n,o=(0,a.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=c,r=c,c.__name__=\"LogTicker\",r.override({mantissas:[1,5]})},\n function _(e,r,t,i,a){var o;i();const s=e(128),c=e(145),n=e(166),_=e(167);class x extends s.AxisView{}t.MercatorAxisView=x,x.__name__=\"MercatorAxisView\";class d extends c.LinearAxis{constructor(e){super(e)}}t.MercatorAxis=d,o=d,d.__name__=\"MercatorAxis\",o.prototype.default_view=x,o.override({ticker:()=>new _.MercatorTicker({dimension:\"lat\"}),formatter:()=>new n.MercatorTickFormatter({dimension:\"lat\"})})},\n function _(r,t,e,o,n){var i;o();const c=r(146),s=r(20),a=r(78);class l extends c.BasicTickFormatter{constructor(r){super(r)}doFormat(r,t){if(null==this.dimension)throw new Error(\"MercatorTickFormatter.dimension not configured\");if(0==r.length)return[];const e=r.length,o=new Array(e);if(\"lon\"==this.dimension)for(let n=0;n({dimension:[r(s.LatLon),null]})))},\n function _(t,o,n,s,r){var e;s();const i=t(147),c=t(20),_=t(78);class a extends i.BasicTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,n,s){if(null==this.dimension)throw new Error(`${this}.dimension wasn't 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c.minor)if((0,_.in_bounds)(t,\"lat\")){const[,o]=_.wgs84_mercator.compute(e,t);m.push(o)}return{major:a,minor:m}}}n.MercatorTicker=a,e=a,a.__name__=\"MercatorTicker\",e.define((({Nullable:t})=>({dimension:[t(c.LatLon),null]})))},\n function _(e,i,r,c,k){c(),k(\"AdaptiveTicker\",e(148).AdaptiveTicker),k(\"BasicTicker\",e(147).BasicTicker),k(\"CategoricalTicker\",e(141).CategoricalTicker),k(\"CompositeTicker\",e(156).CompositeTicker),k(\"ContinuousTicker\",e(149).ContinuousTicker),k(\"DatetimeTicker\",e(155).DatetimeTicker),k(\"DaysTicker\",e(157).DaysTicker),k(\"FixedTicker\",e(169).FixedTicker),k(\"LogTicker\",e(164).LogTicker),k(\"MercatorTicker\",e(167).MercatorTicker),k(\"MonthsTicker\",e(160).MonthsTicker),k(\"SingleIntervalTicker\",e(158).SingleIntervalTicker),k(\"Ticker\",e(130).Ticker),k(\"YearsTicker\",e(161).YearsTicker),k(\"BinnedTicker\",e(170).BinnedTicker)},\n function _(r,t,e,i,n){var s;i();const _=r(149);class c extends 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this.glyph.visuals,l=Object.assign({},t.attributes);function h(e){const h=(0,y.clone)(l);return i&&(0,y.extend)(h,e.fill),s&&(0,y.extend)(h,e.line),new t.constructor(h)}function n(e,t){return t instanceof r.Glyph?t:h(\"auto\"==t?e:{fill:{},line:{}})}delete l.id;let{selection_glyph:o,nonselection_glyph:a,hover_glyph:c,muted_glyph:_}=this.model;o=n(f,o),this.selection_glyph=await this.build_glyph_view(o),a=n(b,a),this.nonselection_glyph=await this.build_glyph_view(a),null!=c&&(this.hover_glyph=await this.build_glyph_view(c)),_=n(V,_),this.muted_glyph=await this.build_glyph_view(_);const d=n(w,\"auto\");this.decimated_glyph=await this.build_glyph_view(d),this.selection_glyph.set_base(this.glyph),this.nonselection_glyph.set_base(this.glyph),null===(e=this.hover_glyph)||void 0===e||e.set_base(this.glyph),this.muted_glyph.set_base(this.glyph),this.decimated_glyph.set_base(this.glyph),this.set_data()}async build_glyph_view(e){return(0,m.build_view)(e,{parent:this})}remove(){var e;this.glyph.remove(),this.selection_glyph.remove(),this.nonselection_glyph.remove(),null===(e=this.hover_glyph)||void 0===e||e.remove(),this.muted_glyph.remove(),this.decimated_glyph.remove(),super.remove()}connect_signals(){super.connect_signals();const e=()=>this.request_render(),t=()=>this.update_data();this.connect(this.model.change,e),this.connect(this.glyph.model.change,t),this.connect(this.selection_glyph.model.change,t),this.connect(this.nonselection_glyph.model.change,t),null!=this.hover_glyph&&this.connect(this.hover_glyph.model.change,t),this.connect(this.muted_glyph.model.change,t),this.connect(this.decimated_glyph.model.change,t),this.connect(this.model.data_source.change,t),this.connect(this.model.data_source.streaming,t),this.connect(this.model.data_source.patching,(e=>this.update_data(e))),this.connect(this.model.data_source.selected.change,e),this.connect(this.model.data_source._select,e),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,e),this.connect(this.model.properties.view.change,t),this.connect(this.model.view.properties.indices.change,t),this.connect(this.model.view.properties.masked.change,(()=>this.set_visuals())),this.connect(this.model.properties.visible.change,(()=>this.plot_view.invalidate_dataranges=!0));const{x_ranges:i,y_ranges:s}=this.plot_view.frame;for(const[,e]of i)e instanceof v.FactorRange&&this.connect(e.change,t);for(const[,e]of s)e instanceof v.FactorRange&&this.connect(e.change,t);const{transformchange:l,exprchange:h}=this.model.glyph;this.connect(l,t),this.connect(h,t)}_update_masked_indices(){const e=this.glyph.mask_data();return this.model.view.masked=e,e}update_data(e){this.set_data(e),this.request_render()}set_data(e){const t=this.model.data_source;this.all_indices=this.model.view.indices;const{all_indices:i}=this;this.glyph.set_data(t,i,e),this.set_visuals(),this._update_masked_indices();const{lod_factor:s}=this.plot_model,l=this.all_indices.count;this.decimated=new g.Indices(l);for(let e=0;e!n||n.is_empty()?[]:n.selected_glyph?this.model.view.convert_indices_from_subset(i):n.indices.length>0?n.indices:Object.keys(n.multiline_indices).map((e=>parseInt(e))))()),d=(0,u.filter)(i,(e=>r.has(t[e]))),{lod_threshold:p}=this.plot_model;let g,y,m;if(null!=this.model.document&&this.model.document.interactive_duration()>0&&!e&&null!=p&&t.length>p?(i=[...this.decimated],g=this.decimated_glyph,y=this.decimated_glyph,m=this.selection_glyph):(g=this.model.muted?this.muted_glyph:this.glyph,y=this.nonselection_glyph,m=this.selection_glyph),null!=this.hover_glyph&&d.length){const e=new Set(i);for(const t of d)e.delete(t);i=[...e]}if(h.length){const e={};for(const t of h)e[t]=!0;const l=new Array,n=new Array;if(this.glyph instanceof o.LineView)for(const i of t)null!=e[i]?l.push(i):n.push(i);else for(const s of i)null!=e[t[s]]?l.push(s):n.push(s);y.render(s,n),m.render(s,l),null!=this.hover_glyph&&(this.glyph instanceof o.LineView?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):this.hover_glyph.render(s,d))}else if(this.glyph instanceof o.LineView)this.hover_glyph&&d.length?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):g.render(s,t);else if(this.glyph instanceof a.PatchView||this.glyph instanceof c.HAreaView||this.glyph instanceof _.VAreaView)if(0==n.selected_glyphs.length||null==this.hover_glyph)g.render(s,t);else for(const e of n.selected_glyphs)e==this.glyph.model&&this.hover_glyph.render(s,t);else g.render(s,i),this.hover_glyph&&d.length&&this.hover_glyph.render(s,d);s.restore()}draw_legend(e,t,i,s,l,h,n,o){0!=this.glyph.data_size&&(null==o&&(o=this.model.get_reference_point(h,n)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:s,y1:l},o))}hit_test(e){if(!this.model.visible)return null;const t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)}}i.GlyphRendererView=x,x.__name__=\"GlyphRendererView\";class G extends n.DataRenderer{constructor(e){super(e)}initialize(){super.initialize(),this.view.source!=this.data_source&&(this.view.source=this.data_source,this.view.compute_indices())}get_reference_point(e,t){if(null!=e){const i=this.data_source.get_column(e);if(null!=i)for(const[e,s]of Object.entries(this.view.indices_map))if(i[parseInt(e)]==t)return s}return 0}get_selection_manager(){return this.data_source.selection_manager}}i.GlyphRenderer=G,h=G,G.__name__=\"GlyphRenderer\",h.prototype.default_view=x,h.define((({Boolean:e,Auto:t,Or:i,Ref:s,Null:l,Nullable:h})=>({data_source:[s(d.ColumnarDataSource)],view:[s(p.CDSView),e=>new p.CDSView({source:e.data_source})],glyph:[s(r.Glyph)],hover_glyph:[h(s(r.Glyph)),null],nonselection_glyph:[i(s(r.Glyph),t,l),\"auto\"],selection_glyph:[i(s(r.Glyph),t,l),\"auto\"],muted_glyph:[i(s(r.Glyph),t,l),\"auto\"],muted:[e,!1]})))},\n function _(e,r,t,a,n){var s;a();const c=e(41);class _ extends c.RendererView{get xscale(){return this.coordinates.x_scale}get yscale(){return this.coordinates.y_scale}}t.DataRendererView=_,_.__name__=\"DataRendererView\";class i extends c.Renderer{constructor(e){super(e)}get selection_manager(){return this.get_selection_manager()}}t.DataRenderer=i,s=i,i.__name__=\"DataRenderer\",s.override({level:\"glyph\"})},\n function _(e,t,i,s,n){s();const l=e(1);var _;const r=e(178),o=e(184),a=(0,l.__importStar)(e(48)),h=(0,l.__importStar)(e(185)),c=e(72);class d extends r.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null==t?void 0:t.regl_wrapper.has_webgl){const{LineGL:i}=await Promise.resolve().then((()=>(0,l.__importStar)(e(426))));this.glglyph=new i(t.regl_wrapper,this)}}_render(e,t,i){const{sx:s,sy:n}=null!=i?i:this;let l=null;const _=e=>null!=l&&e-l!=1;let r=!0;e.beginPath();for(const i of t){const t=s[i],o=n[i];isFinite(t+o)?r||_(i)?(e.moveTo(t,o),r=!1):e.lineTo(t,o):r=!0,l=i}this.visuals.line.set_value(e),e.stroke()}_hit_point(e){const t=new c.Selection,i={x:e.sx,y:e.sy};let s=9999;const n=Math.max(2,this.line_width.value/2);for(let e=0,l=this.sx.length-1;e({x:[c.XCoordinateSpec,{field:\"x\"}],y:[c.YCoordinateSpec,{field:\"y\"}]})))},\n function _(e,t,s,i,n){i();const r=e(1),a=(0,r.__importStar)(e(18)),o=(0,r.__importStar)(e(65)),_=(0,r.__importStar)(e(45)),l=e(42),c=e(53),h=e(19),d=e(24),u=e(8),f=e(180),p=e(12),g=e(26),y=e(181),x=e(67),v=e(72),{abs:b,ceil:m}=Math;class w extends l.View{constructor(){super(...arguments),this._index=null,this._data_size=null,this._nohit_warned=new Set}get renderer(){return this.parent}get has_webgl(){return null!=this.glglyph}get index(){const{_index:e}=this;if(null!=e)return e;throw new Error(`${this}.index_data() wasn't called`)}get data_size(){const{_data_size:e}=this;if(null!=e)return e;throw new Error(`${this}.set_data() wasn't called`)}initialize(){super.initialize(),this.visuals=new _.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.renderer.parent.canvas_view}render(e,t,s){var i;null!=this.glglyph&&(this.renderer.needs_webgl_blit=this.glglyph.render(e,t,null!==(i=this.base)&&void 0!==i?i:this),this.renderer.needs_webgl_blit)||this._render(e,t,null!=s?s:this.base)}has_finished(){return!0}notify_finished(){this.renderer.notify_finished()}_bounds(e){return e}bounds(){return this._bounds(this.index.bbox)}log_bounds(){const{x0:e,x1:t}=this.index.bounds(o.positive_x()),{y0:s,y1:i}=this.index.bounds(o.positive_y());return this._bounds({x0:e,y0:s,x1:t,y1:i})}get_anchor_point(e,t,[s,i]){switch(e){case\"center\":case\"center_center\":{const[e,n]=this.scenterxy(t,s,i);return{x:e,y:n}}default:return null}}scenterx(e,t,s){return this.scenterxy(e,t,s)[0]}scentery(e,t,s){return this.scenterxy(e,t,s)[1]}sdist(e,t,s,i=\"edge\",n=!1){const r=t.length,a=new d.ScreenArray(r),o=e.s_compute;if(\"center\"==i)for(let e=0;em(e))),a}draw_legend_for_index(e,t,s){}hit_test(e){switch(e.type){case\"point\":if(null!=this._hit_point)return this._hit_point(e);break;case\"span\":if(null!=this._hit_span)return this._hit_span(e);break;case\"rect\":if(null!=this._hit_rect)return this._hit_rect(e);break;case\"poly\":if(null!=this._hit_poly)return this._hit_poly(e)}return this._nohit_warned.has(e.type)||(h.logger.debug(`'${e.type}' selection not available for ${this.model.type}`),this._nohit_warned.add(e.type)),null}_hit_rect_against_index(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,[r,a]=this.renderer.coordinates.x_scale.r_invert(t,s),[o,_]=this.renderer.coordinates.y_scale.r_invert(i,n),l=[...this.index.indices({x0:r,x1:a,y0:o,y1:_})];return new v.Selection({indices:l})}_project_data(){}*_iter_visuals(){for(const e of this.visuals)for(const t of e)(t instanceof a.VectorSpec||t instanceof a.ScalarSpec)&&(yield t)}set_base(e){e!=this&&e instanceof this.constructor&&(this.base=e)}_configure(e,t){Object.defineProperty(this,(0,u.isString)(e)?e:e.attr,Object.assign({configurable:!0,enumerable:!0},t))}set_visuals(e,t){var s;for(const s of this._iter_visuals()){const{base:i}=this;if(null!=i){const e=i.model.properties[s.attr];if(null!=e&&(0,g.is_equal)(s.get_value(),e.get_value())){this._configure(s,{get:()=>i[`${s.attr}`]});continue}}const n=s.uniform(e).select(t);this._configure(s,{value:n})}for(const e of this.visuals)e.update();null===(s=this.glglyph)||void 0===s||s.set_visuals_changed()}set_data(e,t,s){var i;const{x_source:n,y_source:r}=this.renderer.coordinates,o=new Set(this._iter_visuals());this._data_size=t.count;for(const s of this.model)if((s instanceof a.VectorSpec||s instanceof a.ScalarSpec)&&!o.has(s))if(s instanceof a.BaseCoordinateSpec){const i=s.array(e);let o=t.select(i);const _=\"x\"==s.dimension?n:r;if(_ instanceof x.FactorRange)if(s instanceof a.CoordinateSpec)o=_.v_synthetic(o);else if(s instanceof a.CoordinateSeqSpec)for(let e=0;e{const s=new Uint32Array(r);for(let a=0;a>1;t[s]>i?e=s:n=s+1}return t[n]}class r extends d.default{get boxes(){return this._boxes}search_indices(i,t,n,e){if(this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");let s=this._boxes.length-4;const d=[],x=new o.Indices(this.numItems);for(;void 0!==s;){const o=Math.min(s+4*this.nodeSize,h(s,this._levelBounds));for(let h=s;h>2],r=this._boxes[h+0],l=this._boxes[h+1],a=this._boxes[h+2],_=this._boxes[h+3];na||t>_||(s<4*this.numItems?x.set(o):d.push(o)))}s=d.pop()}return x}}r.__name__=\"_FlatBush\";class l{constructor(i){this.index=null,i>0&&(this.index=new r(i))}add_rect(i,t,n,e){var s;isFinite(i+t+n+e)?null===(s=this.index)||void 0===s||s.add(i,t,n,e):this.add_empty()}add_point(i,t){var n;isFinite(i+t)?null===(n=this.index)||void 0===n||n.add(i,t,i,t):this.add_empty()}add_empty(){var i;null===(i=this.index)||void 0===i||i.add(1/0,1/0,-1/0,-1/0)}finish(){var i;null===(i=this.index)||void 0===i||i.finish()}_normalize(i){let{x0:t,y0:n,x1:e,y1:s}=i;return t>e&&([t,e]=[e,t]),n>s&&([n,s]=[s,n]),{x0:t,y0:n,x1:e,y1:s}}get bbox(){if(null==this.index)return(0,x.empty)();{const{minX:i,minY:t,maxX:n,maxY:e}=this.index;return{x0:i,y0:t,x1:n,y1:e}}}indices(i){if(null==this.index)return new o.Indices(0);{const{x0:t,y0:n,x1:e,y1:s}=this._normalize(i);return this.index.search_indices(t,n,e,s)}}bounds(i){const t=(0,x.empty)();if(null==this.index)return t;const{boxes:n}=this.index;for(const e of this.indices(i)){const s=n[4*e+0],d=n[4*e+1],o=n[4*e+2],x=n[4*e+3];s>=i.x0&&st.x1&&(t.x1=o),d>=i.y0&&dt.y1&&(t.y1=x)}return t}}n.SpatialIndex=l,l.__name__=\"SpatialIndex\"},\n function _(t,s,i,e,h){e();const n=(0,t(1).__importDefault)(t(183)),o=[Int8Array,Uint8Array,Uint8ClampedArray,Int16Array,Uint16Array,Int32Array,Uint32Array,Float32Array,Float64Array];class r{static from(t){if(!(t instanceof ArrayBuffer))throw new Error(\"Data must be an instance of ArrayBuffer.\");const[s,i]=new Uint8Array(t,0,2);if(251!==s)throw new Error(\"Data does not appear to be in a Flatbush format.\");if(i>>4!=3)throw new Error(`Got v${i>>4} 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ArrayBuffer(8+_+r*this.IndexArrayType.BYTES_PER_ELEMENT),this._boxes=new this.ArrayType(this.data,8,4*r),this._indices=new this.IndexArrayType(this.data,8+_,r),this._pos=0,this.minX=1/0,this.minY=1/0,this.maxX=-1/0,this.maxY=-1/0,new Uint8Array(this.data,0,2).set([251,48+a]),new Uint16Array(this.data,2,1)[0]=s,new Uint32Array(this.data,4,1)[0]=t),this._queue=new n.default}add(t,s,i,e){const h=this._pos>>2;return this._indices[h]=h,this._boxes[this._pos++]=t,this._boxes[this._pos++]=s,this._boxes[this._pos++]=i,this._boxes[this._pos++]=e,tthis.maxX&&(this.maxX=i),e>this.maxY&&(this.maxY=e),h}finish(){if(this._pos>>2!==this.numItems)throw new Error(`Added ${this._pos>>2} items when expected ${this.numItems}.`);if(this.numItems<=this.nodeSize)return this._boxes[this._pos++]=this.minX,this._boxes[this._pos++]=this.minY,this._boxes[this._pos++]=this.maxX,void(this._boxes[this._pos++]=this.maxY);const t=this.maxX-this.minX,s=this.maxY-this.minY,i=new Uint32Array(this.numItems);for(let 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function _(a,e,l,c,n){c(),n(\"CategoricalScale\",a(62).CategoricalScale),n(\"ContinuousScale\",a(60).ContinuousScale),n(\"LinearScale\",a(59).LinearScale),n(\"LinearInterpolationScale\",a(205).LinearInterpolationScale),n(\"LogScale\",a(61).LogScale),n(\"Scale\",a(55).Scale)},\n function _(e,r,n,t,a){var i;t();const s=e(55),o=e(59),c=e(12);class _ extends s.Scale{constructor(e){super(e)}connect_signals(){super.connect_signals();const{source_range:e,target_range:r}=this.properties;this.on_change([e,r],(()=>{this.linear_scale=new o.LinearScale({source_range:this.source_range,target_range:this.target_range})}))}get s_compute(){throw new Error(\"not implemented\")}get s_invert(){throw new Error(\"not implemented\")}compute(e){return e}v_compute(e){const{binning:r}=this,{start:n,end:t}=this.source_range,a=n,i=t,s=r.length,o=(t-n)/(s-1),_=new Float64Array(s);for(let e=0;e{if(ei)return i;const n=(0,c.left_edge_index)(e,r);if(-1==n)return a;if(n>=s-1)return i;const 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_(t,e,h,i,r){i();const n=t(125),o=t(65);class s extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}}h.Stack=s,s.__name__=\"Stack\";class c extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e+=i.width,h=Math.max(h,i.height)}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.top:0;let i=this.absolute?t.left:0;const{height:r}=t;for(const t of this.children){const{width:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({left:i,width:e,top:h,height:r})),i+=e}}}h.HStack=c,c.__name__=\"HStack\";class a extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e=Math.max(e,i.width),h+=i.height}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.left:0;let i=this.absolute?t.top:0;const{width:r}=t;for(const t of this.children){const{height:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({top:i,height:e,left:h,width:r})),i+=e}}}h.VStack=a,a.__name__=\"VStack\";class l extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}_measure(t){const{width_policy:e,height_policy:h}=this.sizing,{min:i,max:r}=Math;let n=0,o=0;for(const e of this.children){const{width:h,height:i}=e.measure(t);n=r(n,h),o=r(o,i)}return{width:(()=>{const{width:h}=this.sizing;if(t.width==1/0)return\"fixed\"==e&&null!=h?h:n;switch(e){case\"fixed\":return null!=h?h:n;case\"min\":return n;case\"fit\":return null!=h?i(t.width,h):t.width;case\"max\":return null!=h?r(t.width,h):t.width}})(),height:(()=>{const{height:e}=this.sizing;if(t.height==1/0)return\"fixed\"==h&&null!=e?e:o;switch(h){case\"fixed\":return null!=e?e:o;case\"min\":return o;case\"fit\":return null!=e?i(t.height,e):t.height;case\"max\":return null!=e?r(t.height,e):t.height}})()}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t:t.relative(),{left:i,right:r,top:n,bottom:s}=h,c=Math.round(h.vcenter),a=Math.round(h.hcenter);for(const e of this.children){const{margin:h,halign:l,valign:d}=e.sizing,{width:u,height:g,inner:_}=e.measure(t),w=(()=>{switch(`${d}_${l}`){case\"start_start\":return new o.BBox({left:i+h.left,top:n+h.top,width:u,height:g});case\"start_center\":return new o.BBox({hcenter:a,top:n+h.top,width:u,height:g});case\"start_end\":return new o.BBox({right:r-h.right,top:n+h.top,width:u,height:g});case\"center_start\":return new o.BBox({left:i+h.left,vcenter:c,width:u,height:g});case\"center_center\":return new o.BBox({hcenter:a,vcenter:c,width:u,height:g});case\"center_end\":return new o.BBox({right:r-h.right,vcenter:c,width:u,height:g});case\"end_start\":return new o.BBox({left:i+h.left,bottom:s-h.bottom,width:u,height:g});case\"end_center\":return new o.BBox({hcenter:a,bottom:s-h.bottom,width:u,height:g});case\"end_end\":return new o.BBox({right:r-h.right,bottom:s-h.bottom,width:u,height:g})}})(),m=null==_?w:new o.BBox({left:w.left+_.left,top:w.top+_.top,right:w.right-_.right,bottom:w.bottom-_.bottom});e.set_geometry(w,m)}}}h.NodeLayout=l,l.__name__=\"NodeLayout\"},\n function _(t,i,s,e,o){e();const n=t(124),l=t(125),r=t(8),h=t(65),c=t(9),{max:a,round:g}=Math;class p{constructor(t){this.def=t,this._map=new Map}get(t){let i=this._map.get(t);return void 0===i&&(i=this.def(),this._map.set(t,i)),i}apply(t,i){const s=this.get(t);this._map.set(t,i(s))}}p.__name__=\"DefaultMap\";class f{constructor(){this._items=[],this._nrows=0,this._ncols=0}get nrows(){return this._nrows}get ncols(){return this._ncols}add(t,i){const{r1:s,c1:e}=t;this._nrows=a(this._nrows,s+1),this._ncols=a(this._ncols,e+1),this._items.push({span:t,data:i})}at(t,i){return this._items.filter((({span:s})=>s.r0<=t&&t<=s.r1&&s.c0<=i&&i<=s.c1)).map((({data:t})=>t))}row(t){return this._items.filter((({span:i})=>i.r0<=t&&t<=i.r1)).map((({data:t})=>t))}col(t){return this._items.filter((({span:i})=>i.c0<=t&&t<=i.c1)).map((({data:t})=>t))}foreach(t){for(const{span:i,data:s}of this._items)t(i,s)}map(t){const i=new f;for(const{span:s,data:e}of this._items)i.add(s,t(s,e));return i}}f.__name__=\"Container\";class _ extends l.Layoutable{constructor(t=[]){super(),this.items=t,this.rows=\"auto\",this.cols=\"auto\",this.spacing=0}*[Symbol.iterator](){for(const{layout:t}of this.items)yield t}is_width_expanding(){if(super.is_width_expanding())return!0;if(\"fixed\"==this.sizing.width_policy)return!1;const{cols:t}=this._state;return(0,c.some)(t,(t=>\"max\"==t.policy))}is_height_expanding(){if(super.is_height_expanding())return!0;if(\"fixed\"==this.sizing.height_policy)return!1;const{rows:t}=this._state;return(0,c.some)(t,(t=>\"max\"==t.policy))}_init(){var t,i,s,e;super._init();const o=new f;for(const{layout:t,row:i,col:s,row_span:e,col_span:n}of this.items)if(t.sizing.visible){const l=i,r=s,h=i+(null!=e?e:1)-1,c=s+(null!=n?n:1)-1;o.add({r0:l,c0:r,r1:h,c1:c},t)}const{nrows:n,ncols:l}=o,h=new Array(n);for(let s=0;s{var t;const i=(0,r.isPlainObject)(this.rows)?null!==(t=this.rows[s])&&void 0!==t?t:this.rows[\"*\"]:this.rows;return null==i?{policy:\"auto\"}:(0,r.isNumber)(i)?{policy:\"fixed\",height:i}:(0,r.isString)(i)?{policy:i}:i})(),n=null!==(t=e.align)&&void 0!==t?t:\"auto\";if(\"fixed\"==e.policy)h[s]={policy:\"fixed\",height:e.height,align:n};else if(\"min\"==e.policy)h[s]={policy:\"min\",align:n};else if(\"fit\"==e.policy||\"max\"==e.policy)h[s]={policy:e.policy,flex:null!==(i=e.flex)&&void 0!==i?i:1,align:n};else{if(\"auto\"!=e.policy)throw new Error(\"unrechable\");(0,c.some)(o.row(s),(t=>t.is_height_expanding()))?h[s]={policy:\"max\",flex:1,align:n}:h[s]={policy:\"min\",align:n}}}const a=new Array(l);for(let t=0;t{var i;const s=(0,r.isPlainObject)(this.cols)?null!==(i=this.cols[t])&&void 0!==i?i:this.cols[\"*\"]:this.cols;return null==s?{policy:\"auto\"}:(0,r.isNumber)(s)?{policy:\"fixed\",width:s}:(0,r.isString)(s)?{policy:s}:s})(),n=null!==(s=i.align)&&void 0!==s?s:\"auto\";if(\"fixed\"==i.policy)a[t]={policy:\"fixed\",width:i.width,align:n};else if(\"min\"==i.policy)a[t]={policy:\"min\",align:n};else if(\"fit\"==i.policy||\"max\"==i.policy)a[t]={policy:i.policy,flex:null!==(e=i.flex)&&void 0!==e?e:1,align:n};else{if(\"auto\"!=i.policy)throw new Error(\"unrechable\");(0,c.some)(o.col(t),(t=>t.is_width_expanding()))?a[t]={policy:\"max\",flex:1,align:n}:a[t]={policy:\"min\",align:n}}}const[g,p]=(0,r.isNumber)(this.spacing)?[this.spacing,this.spacing]:this.spacing;this._state={items:o,nrows:n,ncols:l,rows:h,cols:a,rspacing:g,cspacing:p}}_measure_totals(t,i){const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state;return{height:(0,c.sum)(t)+(s-1)*o,width:(0,c.sum)(i)+(e-1)*n}}_measure_cells(t){const{items:i,nrows:s,ncols:e,rows:o,cols:l,rspacing:r,cspacing:h}=this._state,c=new Array(s);for(let t=0;t{const{r0:e,c0:f,r1:d,c1:u}=i,w=(d-e)*r,m=(u-f)*h;let y=0;for(let i=e;i<=d;i++)y+=t(i,f).height;y+=w;let x=0;for(let i=f;i<=u;i++)x+=t(e,i).width;x+=m;const b=s.measure({width:x,height:y});_.add(i,{layout:s,size_hint:b});const z=new n.Sizeable(b).grow_by(s.sizing.margin);z.height-=w,z.width-=m;const v=[];for(let t=e;t<=d;t++){const i=o[t];\"fixed\"==i.policy?z.height-=i.height:v.push(t)}if(z.height>0){const t=g(z.height/v.length);for(const i of v)c[i]=a(c[i],t)}const j=[];for(let t=f;t<=u;t++){const i=l[t];\"fixed\"==i.policy?z.width-=i.width:j.push(t)}if(z.width>0){const t=g(z.width/j.length);for(const i of j)p[i]=a(p[i],t)}}));return{size:this._measure_totals(c,p),row_heights:c,col_widths:p,size_hints:_}}_measure_grid(t){const{nrows:i,ncols:s,rows:e,cols:o,rspacing:n,cspacing:l}=this._state,r=this._measure_cells(((t,i)=>{const s=e[t],n=o[i];return{width:\"fixed\"==n.policy?n.width:1/0,height:\"fixed\"==s.policy?s.height:1/0}}));let h;h=\"fixed\"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:r.size.height;let c,p=0;for(let t=0;t0)for(let t=0;ti?i:e,t--}}}c=\"fixed\"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:r.size.width;let f=0;for(let t=0;t0)for(let t=0;ts?s:o,t--}}}const{row_heights:_,col_widths:d,size_hints:u}=this._measure_cells(((t,i)=>({width:r.col_widths[i],height:r.row_heights[t]})));return{size:this._measure_totals(_,d),row_heights:_,col_widths:d,size_hints:u}}_measure(t){const{size:i}=this._measure_grid(t);return i}_set_geometry(t,i){super._set_geometry(t,i);const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state,{row_heights:l,col_widths:r,size_hints:c}=this._measure_grid(t),f=this._state.rows.map(((t,i)=>Object.assign(Object.assign({},t),{top:0,height:l[i],get bottom(){return this.top+this.height}}))),_=this._state.cols.map(((t,i)=>Object.assign(Object.assign({},t),{left:0,width:r[i],get right(){return this.left+this.width}}))),d=c.map(((t,i)=>Object.assign(Object.assign({},i),{outer:new h.BBox,inner:new h.BBox})));for(let i=0,e=this.absolute?t.top:0;i{const{layout:r,size_hint:c}=l,{sizing:a}=r,{width:p,height:d}=c,u=function(t,i){let s=(i-t)*n;for(let e=t;e<=i;e++)s+=_[e].width;return s}(i,e),w=function(t,i){let s=(i-t)*o;for(let e=t;e<=i;e++)s+=f[e].height;return s}(t,s),m=i==e&&\"auto\"!=_[i].align?_[i].align:a.halign,y=t==s&&\"auto\"!=f[t].align?f[t].align:a.valign;let x=_[i].left;\"start\"==m?x+=a.margin.left:\"center\"==m?x+=g((u-p)/2):\"end\"==m&&(x+=u-a.margin.right-p);let b=f[t].top;\"start\"==y?b+=a.margin.top:\"center\"==y?b+=g((w-d)/2):\"end\"==y&&(b+=w-a.margin.bottom-d),l.outer=new h.BBox({left:x,top:b,width:p,height:d})}));const u=f.map((()=>({start:new p((()=>0)),end:new p((()=>0))}))),w=_.map((()=>({start:new p((()=>0)),end:new p((()=>0))})));d.foreach((({r0:t,c0:i,r1:s,c1:e},{size_hint:o,outer:n})=>{const{inner:l}=o;null!=l&&(u[t].start.apply(n.top,(t=>a(t,l.top))),u[s].end.apply(f[s].bottom-n.bottom,(t=>a(t,l.bottom))),w[i].start.apply(n.left,(t=>a(t,l.left))),w[e].end.apply(_[e].right-n.right,(t=>a(t,l.right))))})),d.foreach((({r0:t,c0:i,r1:s,c1:e},o)=>{const{size_hint:n,outer:l}=o,r=t=>{const i=this.absolute?l:l.relative(),s=i.left+t.left,e=i.top+t.top,o=i.right-t.right,n=i.bottom-t.bottom;return new h.BBox({left:s,top:e,right:o,bottom:n})};if(null!=n.inner){let h=r(n.inner);if(!1!==n.align){const o=u[t].start.get(l.top),n=u[s].end.get(f[s].bottom-l.bottom),c=w[i].start.get(l.left),a=w[e].end.get(_[e].right-l.right);try{h=r({top:o,bottom:n,left:c,right:a})}catch(t){}}o.inner=h}else o.inner=l})),d.foreach(((t,{layout:i,outer:s,inner:e})=>{i.set_geometry(s,e)}))}}s.Grid=_,_.__name__=\"Grid\";class d extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:0,col:i}))),this.rows=\"fit\"}}s.Row=d,d.__name__=\"Row\";class u extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:i,col:0}))),this.cols=\"fit\"}}s.Column=u,u.__name__=\"Column\"},\n function _(e,t,s,n,i){n();const a=e(125),c=e(124),o=e(43);class r extends a.ContentLayoutable{constructor(e){super(),this.content_size=(0,o.unsized)(e,(()=>new c.Sizeable((0,o.size)(e))))}_content_size(){return this.content_size}}s.ContentBox=r,r.__name__=\"ContentBox\";class _ extends a.Layoutable{constructor(e){super(),this.el=e}_measure(e){const t=new c.Sizeable(e).bounded_to(this.sizing.size);return(0,o.sized)(this.el,t,(()=>{const e=new c.Sizeable((0,o.content_size)(this.el)),{border:t,padding:s}=(0,o.extents)(this.el);return e.grow_by(t).grow_by(s).map(Math.ceil)}))}}s.VariadicBox=_,_.__name__=\"VariadicBox\";class h extends _{constructor(e){super(e),this._cache=new Map}_measure(e){const{width:t,height:s}=e,n=`${t},${s}`;let i=this._cache.get(n);return null==i&&(i=super._measure(e),this._cache.set(n,i)),i}invalidate_cache(){this._cache.clear()}}s.CachedVariadicBox=h,h.__name__=\"CachedVariadicBox\"},\n function _(t,e,i,h,o){h();const s=t(124),r=t(125),n=t(65);class g extends r.Layoutable{constructor(){super(...arguments),this.min_border={left:0,top:0,right:0,bottom:0},this.padding={left:0,top:0,right:0,bottom:0}}*[Symbol.iterator](){yield this.top_panel,yield this.bottom_panel,yield this.left_panel,yield this.right_panel,yield this.center_panel}_measure(t){t=new s.Sizeable({width:\"fixed\"==this.sizing.width_policy||t.width==1/0?this.sizing.width:t.width,height:\"fixed\"==this.sizing.height_policy||t.height==1/0?this.sizing.height:t.height});const e=this.left_panel.measure({width:0,height:t.height}),i=Math.max(e.width,this.min_border.left)+this.padding.left,h=this.right_panel.measure({width:0,height:t.height}),o=Math.max(h.width,this.min_border.right)+this.padding.right,r=this.top_panel.measure({width:t.width,height:0}),n=Math.max(r.height,this.min_border.top)+this.padding.top,g=this.bottom_panel.measure({width:t.width,height:0}),a=Math.max(g.height,this.min_border.bottom)+this.padding.bottom,d=new s.Sizeable(t).shrink_by({left:i,right:o,top:n,bottom:a}),l=this.center_panel.measure(d);return{width:i+l.width+o,height:n+l.height+a,inner:{left:i,right:o,top:n,bottom:a},align:(()=>{const{width_policy:t,height_policy:e}=this.center_panel.sizing;return\"fixed\"!=t&&\"fixed\"!=e})()}}_set_geometry(t,e){super._set_geometry(t,e),this.center_panel.set_geometry(e);const i=this.left_panel.measure({width:0,height:t.height}),h=this.right_panel.measure({width:0,height:t.height}),o=this.top_panel.measure({width:t.width,height:0}),s=this.bottom_panel.measure({width:t.width,height:0}),{left:r,top:g,right:a,bottom:d}=e;this.top_panel.set_geometry(new n.BBox({left:r,right:a,bottom:g,height:o.height})),this.bottom_panel.set_geometry(new n.BBox({left:r,right:a,top:d,height:s.height})),this.left_panel.set_geometry(new n.BBox({top:g,bottom:d,right:r,width:i.width})),this.right_panel.set_geometry(new n.BBox({top:g,bottom:d,left:a,width:h.width}))}}i.BorderLayout=g,g.__name__=\"BorderLayout\"},\n function _(t,e,i,s,l){s();const n=t(1);var o;const a=t(119),_=t(10),d=t(20),h=t(120),r=t(123),u=(0,n.__importStar)(t(48));class c extends a.TextAnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new r.SideLayout(t,(()=>this.get_size()),!1):void 0}_get_size(){const{text:t}=this.model,e=new h.TextBox({text:t}),{angle:i,angle_units:s}=this.model;e.angle=(0,_.resolve_angle)(i,s),e.visuals=this.visuals.text.values();const{width:l,height:n}=e.size();return{width:l,height:n}}_render(){const{angle:t,angle_units:e}=this.model,i=(0,_.resolve_angle)(t,e),s=null!=this.layout?this.layout:this.plot_view.frame,l=this.coordinates.x_scale,n=this.coordinates.y_scale;let o=\"data\"==this.model.x_units?l.compute(this.model.x):s.bbox.xview.compute(this.model.x),a=\"data\"==this.model.y_units?n.compute(this.model.y):s.bbox.yview.compute(this.model.y);o+=this.model.x_offset,a-=this.model.y_offset;(\"canvas\"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,this.model.text,o,a,i)}}i.LabelView=c,c.__name__=\"LabelView\";class x extends a.TextAnnotation{constructor(t){super(t)}}i.Label=x,o=x,x.__name__=\"Label\",o.prototype.default_view=c,o.mixins([u.Text,[\"border_\",u.Line],[\"background_\",u.Fill]]),o.define((({Number:t,String:e,Angle:i})=>({x:[t],x_units:[d.SpatialUnits,\"data\"],y:[t],y_units:[d.SpatialUnits,\"data\"],text:[e,\"\"],angle:[i,0],angle_units:[d.AngleUnits,\"rad\"],x_offset:[t,0],y_offset:[t,0]}))),o.override({background_fill_color:null,border_line_color:null})},\n function _(t,e,s,i,l){i();const o=t(1);var a;const r=t(69),n=(0,o.__importStar)(t(48)),d=t(20),_=t(43),c=t(120),h=(0,o.__importStar)(t(18)),u=t(11);class v extends r.DataAnnotationView{set_data(t){var e;if(super.set_data(t),null===(e=this.els)||void 0===e||e.forEach((t=>(0,_.remove)(t))),\"css\"==this.model.render_mode){const t=this.els=[...this.text].map((()=>(0,_.div)({style:{display:\"none\"}})));for(const e of t)this.plot_view.canvas_view.add_overlay(e)}else delete this.els}remove(){var t;null===(t=this.els)||void 0===t||t.forEach((t=>(0,_.remove)(t))),super.remove()}_rerender(){\"css\"==this.model.render_mode?this.render():this.request_render()}map_data(){const{x_scale:t,y_scale:e}=this.coordinates,s=null!=this.layout?this.layout:this.plot_view.frame;this.sx=\"data\"==this.model.x_units?t.v_compute(this._x):s.bbox.xview.v_compute(this._x),this.sy=\"data\"==this.model.y_units?e.v_compute(this._y):s.bbox.yview.v_compute(this._y)}paint(){const t=\"canvas\"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),{ctx:e}=this.layer;for(let s=0,i=this.text.length;s{switch(this.visuals.text.text_align.get(e)){case\"left\":return[\"left\",\"0%\"];case\"center\":return[\"center\",\"-50%\"];case\"right\":return[\"right\",\"-100%\"]}})(),[d,c]=(()=>{switch(this.visuals.text.text_baseline.get(e)){case\"top\":return[\"top\",\"0%\"];case\"middle\":return[\"center\",\"-50%\"];case\"bottom\":return[\"bottom\",\"-100%\"];default:return[\"center\",\"-50%\"]}})();let h=`translate(${n}, ${c})`;o&&(h+=`rotate(${o}rad)`),a.style.transformOrigin=`${r} ${d}`,a.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),a.style.backgroundColor=t.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),a.style.borderStyle=t.lineDash.length<2?\"solid\":\"dashed\",a.style.borderWidth=`${t.lineWidth}px`,a.style.borderColor=t.strokeStyle),(0,_.display)(a)}}s.LabelSetView=v,v.__name__=\"LabelSetView\";class x extends r.DataAnnotation{constructor(t){super(t)}}s.LabelSet=x,a=x,x.__name__=\"LabelSet\",a.prototype.default_view=v,a.mixins([n.TextVector,[\"border_\",n.LineVector],[\"background_\",n.FillVector]]),a.define((()=>({x:[h.XCoordinateSpec,{field:\"x\"}],y:[h.YCoordinateSpec,{field:\"y\"}],x_units:[d.SpatialUnits,\"data\"],y_units:[d.SpatialUnits,\"data\"],text:[h.StringSpec,{field:\"text\"}],angle:[h.AngleSpec,0],x_offset:[h.NumberSpec,{value:0}],y_offset:[h.NumberSpec,{value:0}],render_mode:[d.RenderMode,\"canvas\"]}))),a.override({background_fill_color:null,border_line_color:null})},\n function _(t,e,i,l,s){l();const n=t(1);var o;const h=t(40),a=t(215),_=t(20),r=(0,n.__importStar)(t(48)),d=t(15),c=t(123),g=t(121),m=t(65),b=t(9),f=t(8),u=t(11);class x extends h.AnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new c.SideLayout(t,(()=>this.get_size())):void 0}cursor(t,e){return\"none\"==this.model.click_policy?null:\"pointer\"}get legend_padding(){return null!=this.model.border_line_color?this.model.padding:0}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.item_change,(()=>this.request_render()))}compute_legend_bbox(){const t=this.model.get_legend_names(),{glyph_height:e,glyph_width:i}=this.model,{label_height:l,label_width:s}=this.model;this.max_label_height=(0,b.max)([(0,g.font_metrics)(this.visuals.label_text.font_value()).height,l,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,(0,b.max)([n.measureText(e).width,s]));this.visuals.title_text.set_value(n),this.title_height=this.model.title?(0,g.font_metrics)(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?n.measureText(this.model.title).width:0,n.restore();const o=Math.max((0,b.max)([...this.text_widths.values()]),0),h=this.model.margin,{legend_padding:a}=this,_=this.model.spacing,{label_standoff:r}=this.model;let d,c;if(\"vertical\"==this.model.orientation)d=t.length*this.max_label_height+Math.max(t.length-1,0)*_+2*a+this.title_height,c=(0,b.max)([o+i+r+2*a,this.title_width+2*a]);else{let e=2*a+Math.max(t.length-1,0)*_;for(const[,t]of this.text_widths)e+=(0,b.max)([t,s])+i+r;c=(0,b.max)([this.title_width+2*a,e]),d=this.max_label_height+this.title_height+2*a}const x=null!=this.layout?this.layout:this.plot_view.frame,[p,w]=x.bbox.ranges,{location:v}=this.model;let y,k;if((0,f.isString)(v))switch(v){case\"top_left\":y=p.start+h,k=w.start+h;break;case\"top\":case\"top_center\":y=(p.end+p.start)/2-c/2,k=w.start+h;break;case\"top_right\":y=p.end-h-c,k=w.start+h;break;case\"bottom_right\":y=p.end-h-c,k=w.end-h-d;break;case\"bottom\":case\"bottom_center\":y=(p.end+p.start)/2-c/2,k=w.end-h-d;break;case\"bottom_left\":y=p.start+h,k=w.end-h-d;break;case\"left\":case\"center_left\":y=p.start+h,k=(w.end+w.start)/2-d/2;break;case\"center\":case\"center_center\":y=(p.end+p.start)/2-c/2,k=(w.end+w.start)/2-d/2;break;case\"right\":case\"center_right\":y=p.end-h-c,k=(w.end+w.start)/2-d/2}else if((0,f.isArray)(v)&&2==v.length){const[t,e]=v;y=x.bbox.xview.compute(t),k=x.bbox.yview.compute(e)-d}else(0,u.unreachable)();return new m.BBox({left:y,top:k,width:c,height:d})}interactive_bbox(){return this.compute_legend_bbox()}interactive_hit(t,e){return this.interactive_bbox().contains(t,e)}on_hit(t,e){let i;const{glyph_width:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=i=s;const a=this.compute_legend_bbox(),_=\"vertical\"==this.model.orientation;for(const r of this.model.items){const d=r.get_labels_list_from_label_prop();for(const c of d){const d=a.x+h,g=a.y+i+this.title_height;let b,f;[b,f]=_?[a.width-2*s,this.max_label_height]:[this.text_widths.get(c)+l+o,this.max_label_height];if(new m.BBox({left:d,top:g,width:b,height:f}).contains(t,e)){switch(this.model.click_policy){case\"hide\":for(const t of r.renderers)t.visible=!t.visible;break;case\"mute\":for(const t of r.renderers)t.muted=!t.muted}return!0}_?i+=this.max_label_height+n:h+=this.text_widths.get(c)+l+o+n}}return!1}_render(){if(0==this.model.items.length)return;if(!(0,b.some)(this.model.items,(t=>t.visible)))return;for(const t of this.model.items)t.legend=this.model;const{ctx:t}=this.layer,e=this.compute_legend_bbox();t.save(),this._draw_legend_box(t,e),this._draw_legend_items(t,e),this._draw_title(t,e),t.restore()}_draw_legend_box(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.apply(t),this.visuals.border_line.apply(t)}_draw_legend_items(t,e){const{glyph_width:i,glyph_height:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=s,a=s;const _=\"vertical\"==this.model.orientation;for(const r of this.model.items){if(!r.visible)continue;const d=r.get_labels_list_from_label_prop(),c=r.get_field_from_label_prop();if(0==d.length)continue;const g=(()=>{switch(this.model.click_policy){case\"none\":return!0;case\"hide\":return(0,b.every)(r.renderers,(t=>t.visible));case\"mute\":return(0,b.every)(r.renderers,(t=>!t.muted))}})();for(const m of d){const d=e.x+h,b=e.y+a+this.title_height,f=d+i,u=b+l;_?a+=this.max_label_height+n:h+=this.text_widths.get(m)+i+o+n,this.visuals.label_text.set_value(t),t.fillText(m,f+o,b+this.max_label_height/2);for(const e of r.renderers){const i=this.plot_view.renderer_view(e);null==i||i.draw_legend(t,d,f,b,u,c,m,r.index)}if(!g){let l,n;[l,n]=_?[e.width-2*s,this.max_label_height]:[this.text_widths.get(m)+i+o,this.max_label_height],t.beginPath(),t.rect(d,b,l,n),this.visuals.inactive_fill.set_value(t),t.fill()}}}}_draw_title(t,e){const{title:i}=this.model;i&&this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(i,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())}_get_size(){const{width:t,height:e}=this.compute_legend_bbox();return{width:t+2*this.model.margin,height:e+2*this.model.margin}}}i.LegendView=x,x.__name__=\"LegendView\";class p extends h.Annotation{constructor(t){super(t)}initialize(){super.initialize(),this.item_change=new d.Signal0(this,\"item_change\")}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=p,o=p,p.__name__=\"Legend\",o.prototype.default_view=x,o.mixins([[\"label_\",r.Text],[\"title_\",r.Text],[\"inactive_\",r.Fill],[\"border_\",r.Line],[\"background_\",r.Fill]]),o.define((({Number:t,String:e,Array:i,Tuple:l,Or:s,Ref:n,Nullable:o})=>({orientation:[_.Orientation,\"vertical\"],location:[s(_.LegendLocation,l(t,t)),\"top_right\"],title:[o(e),null],title_standoff:[t,5],label_standoff:[t,5],glyph_height:[t,20],glyph_width:[t,20],label_height:[t,20],label_width:[t,20],margin:[t,10],padding:[t,10],spacing:[t,3],items:[i(n(a.LegendItem)),[]],click_policy:[_.LegendClickPolicy,\"none\"]}))),o.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\"})},\n function _(e,r,l,n,t){n();const i=e(1);var s;const o=e(53),a=e(175),_=e(70),u=e(216),d=(0,i.__importStar)(e(18)),c=e(19),f=e(9);class h extends o.Model{constructor(e){super(e)}_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&&!(0,f.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()||c.logger.error(\"Non matching data sources on legend item renderers\");this._check_field_label_on_data_source()||c.logger.error(`Bad column name on label: ${this.label}`)}get_field_from_label_prop(){const{label:e}=this;return(0,u.isField)(e)?e.field:null}get_labels_list_from_label_prop(){if(!this.visible)return[];if((0,u.isValue)(this.label)){const{value:e}=this.label;return null!=e?[e]:[]}const e=this.get_field_from_label_prop();if(null!=e){let r;if(!this.renderers[0]||null==this.renderers[0].data_source)return[\"No source found\"];if(r=this.renderers[0].data_source,r instanceof _.ColumnarDataSource){const l=r.get_column(e);return null!=l?(0,f.uniq)(Array.from(l)):[\"Invalid field\"]}}return[]}}l.LegendItem=h,s=h,h.__name__=\"LegendItem\",s.define((({Boolean:e,Int:r,Array:l,Ref:n,Nullable:t})=>({label:[d.NullStringSpec,null],renderers:[l(n(a.GlyphRenderer)),[]],index:[t(r),null],visible:[e,!0]})))},\n function _(i,n,e,t,u){t();const c=i(8);e.isValue=function(i){return(0,c.isPlainObject)(i)&&\"value\"in i},e.isField=function(i){return(0,c.isPlainObject)(i)&&\"field\"in i},e.isExpr=function(i){return(0,c.isPlainObject)(i)&&\"expr\"in i}},\n function _(t,n,e,s,i){s();const o=t(1);var a;const l=t(40),c=(0,o.__importStar)(t(48)),r=t(20);class _ extends l.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{xs:t,ys:n}=this.model;if(t.length!=n.length)return;const e=t.length;if(e<3)return;const{frame:s}=this.plot_view,{ctx:i}=this.layer,o=this.coordinates.x_scale,a=this.coordinates.y_scale,{screen:l}=this.model;function c(t,n,e,s){return l?t:\"data\"==n?e.v_compute(t):s.v_compute(t)}const r=c(t,this.model.xs_units,o,s.bbox.xview),_=c(n,this.model.ys_units,a,s.bbox.yview);i.beginPath();for(let t=0;t({xs:[n(t),[]],xs_units:[r.SpatialUnits,\"data\"],ys:[n(t),[]],ys_units:[r.SpatialUnits,\"data\"]}))),a.internal((({Boolean:t})=>({screen:[t,!1]}))),a.override({fill_color:\"#fff9ba\",fill_alpha:.4,line_color:\"#cccccc\",line_alpha:.3})},\n function _(e,t,n,o,i){o();const s=e(1);var l;const r=e(40),c=(0,s.__importStar)(e(48));class a extends r.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{gradient:e,y_intercept:t}=this.model;if(null==e||null==t)return;const{frame:n}=this.plot_view,o=this.coordinates.x_scale,i=this.coordinates.y_scale;let s,l,r,c;if(0==e)s=i.compute(t),l=s,r=n.bbox.left,c=r+n.bbox.width;else{s=n.bbox.top,l=s+n.bbox.height;const a=(i.invert(s)-t)/e,_=(i.invert(l)-t)/e;r=o.compute(a),c=o.compute(_)}const{ctx:a}=this.layer;a.save(),a.beginPath(),this.visuals.line.set_value(a),a.moveTo(r,s),a.lineTo(c,l),a.stroke(),a.restore()}}n.SlopeView=a,a.__name__=\"SlopeView\";class _ extends r.Annotation{constructor(e){super(e)}}n.Slope=_,l=_,_.__name__=\"Slope\",l.prototype.default_view=a,l.mixins(c.Line),l.define((({Number:e,Nullable:t})=>({gradient:[t(e),null],y_intercept:[t(e),null]}))),l.override({line_color:\"black\"})},\n function _(e,t,i,o,n){o();const s=e(1);var l;const a=e(40),r=(0,s.__importStar)(e(48)),c=e(20);class d extends a.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.plot_view.request_paint(this)))}_render(){const{location:e}=this.model;if(null==e)return;const{frame:t}=this.plot_view,i=this.coordinates.x_scale,o=this.coordinates.y_scale,n=(t,i)=>\"data\"==this.model.location_units?t.compute(e):this.model.for_hover?e:i.compute(e);let s,l,a,r;\"width\"==this.model.dimension?(a=n(o,t.bbox.yview),l=t.bbox.left,r=t.bbox.width,s=this.model.line_width):(a=t.bbox.top,l=n(i,t.bbox.xview),r=this.model.line_width,s=t.bbox.height);const{ctx:c}=this.layer;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(l,a),\"width\"==this.model.dimension?c.lineTo(l+r,a):c.lineTo(l,a+s),c.stroke(),c.restore()}}i.SpanView=d,d.__name__=\"SpanView\";class _ extends a.Annotation{constructor(e){super(e)}}i.Span=_,l=_,_.__name__=\"Span\",l.prototype.default_view=d,l.mixins(r.Line),l.define((({Number:e,Nullable:t})=>({render_mode:[c.RenderMode,\"canvas\"],location:[t(e),null],location_units:[c.SpatialUnits,\"data\"],dimension:[c.Dimension,\"width\"]}))),l.internal((({Boolean:e})=>({for_hover:[e,!1]}))),l.override({line_color:\"black\"})},\n function _(i,e,t,o,l){var s;o();const a=i(40),_=i(221),n=i(113),r=i(43),h=i(123),b=i(65);class v extends a.AnnotationView{constructor(){super(...arguments),this._invalidate_toolbar=!0,this._previous_bbox=new b.BBox}update_layout(){this.layout=new h.SideLayout(this.panel,(()=>this.get_size()),!0)}initialize(){super.initialize(),this.el=(0,r.div)(),this.plot_view.canvas_view.add_event(this.el)}async lazy_initialize(){await super.lazy_initialize(),this._toolbar_view=await(0,n.build_view)(this.model.toolbar,{parent:this}),this.plot_view.visibility_callbacks.push((i=>this._toolbar_view.set_visibility(i)))}remove(){this._toolbar_view.remove(),(0,r.remove)(this.el),super.remove()}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{bbox:i}=this.layout;this._previous_bbox.equals(i)||((0,r.position)(this.el,i),this._previous_bbox=i,this._invalidate_toolbar=!0),this._invalidate_toolbar&&(this.el.style.position=\"absolute\",this.el.style.overflow=\"hidden\",(0,r.empty)(this.el),this.el.appendChild(this._toolbar_view.el),this._toolbar_view.layout.bbox=i,this._toolbar_view.render(),this._invalidate_toolbar=!1),(0,r.display)(this.el)}_get_size(){const{tools:i,logo:e}=this.model.toolbar;return{width:30*i.length+(null!=e?25:0)+15,height:30}}}t.ToolbarPanelView=v,v.__name__=\"ToolbarPanelView\";class d extends a.Annotation{constructor(i){super(i)}}t.ToolbarPanel=d,s=d,d.__name__=\"ToolbarPanel\",s.prototype.default_view=v,s.define((({Ref:i})=>({toolbar:[i(_.Toolbar)]})))},\n function _(t,e,s,i,o){var c;i();const n=t(8),a=t(9),l=t(13),r=t(222),_=t(223),u=t(232),p=t(233);function v(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}function h(t){return\"tap\"==t||\"pan\"==t}s.Drag=r.Tool,s.Inspection=r.Tool,s.Scroll=r.Tool,s.Tap=r.Tool;class f extends p.ToolbarBase{constructor(t){super(t)}connect_signals(){super.connect_signals();const{tools:t,active_drag:e,active_inspect:s,active_scroll:i,active_tap:o,active_multi:c}=this.properties;this.on_change([t,e,s,i,o,c],(()=>this._init_tools()))}_init_tools(){if(super._init_tools(),\"auto\"==this.active_inspect);else if(this.active_inspect instanceof u.InspectTool){let t=!1;for(const e of this.inspectors)e!=this.active_inspect?e.active=!1:t=!0;t||(this.active_inspect=null)}else if((0,n.isArray)(this.active_inspect)){const t=(0,a.intersection)(this.active_inspect,this.inspectors);t.length!=this.active_inspect.length&&(this.active_inspect=t);for(const t of this.inspectors)(0,a.includes)(this.active_inspect,t)||(t.active=!1)}else if(null==this.active_inspect)for(const t of this.inspectors)t.active=!1;const t=t=>{t.active?this._active_change(t):t.active=!0};for(const t of(0,l.values)(this.gestures)){t.tools=(0,a.sort_by)(t.tools,(t=>t.default_order));for(const e of t.tools)this.connect(e.properties.active.change,(()=>this._active_change(e)))}for(const[e,s]of(0,l.entries)(this.gestures)){const i=v(e);if(i){const o=this[i];\"auto\"==o?0!=s.tools.length&&h(e)&&t(s.tools[0]):null!=o&&((0,a.includes)(this.tools,o)?t(o):this[i]=null)}}}}s.Toolbar=f,c=f,f.__name__=\"Toolbar\",c.prototype.default_view=p.ToolbarBaseView,c.define((({Or:t,Ref:e,Auto:i,Null:o})=>({active_drag:[t(e(s.Drag),i,o),\"auto\"],active_inspect:[t(e(s.Inspection),i,o),\"auto\"],active_scroll:[t(e(s.Scroll),i,o),\"auto\"],active_tap:[t(e(s.Tap),i,o),\"auto\"],active_multi:[t(e(_.GestureTool),i,o),\"auto\"]})))},\n function _(t,e,n,o,s){var i;o();const a=t(42),r=t(9),l=t(53);class c extends a.View{get plot_view(){return this.parent}get plot_model(){return this.parent.model}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>{this.model.active?this.activate():this.deactivate()}))}activate(){}deactivate(){}}n.ToolView=c,c.__name__=\"ToolView\";class _ extends l.Model{constructor(t){super(t)}get synthetic_renderers(){return[]}_get_dim_limits([t,e],[n,o],s,i){const a=s.bbox.h_range;let l;\"width\"==i||\"both\"==i?(l=[(0,r.min)([t,n]),(0,r.max)([t,n])],l=[(0,r.max)([l[0],a.start]),(0,r.min)([l[1],a.end])]):l=[a.start,a.end];const c=s.bbox.v_range;let _;return\"height\"==i||\"both\"==i?(_=[(0,r.min)([e,o]),(0,r.max)([e,o])],_=[(0,r.max)([_[0],c.start]),(0,r.min)([_[1],c.end])]):_=[c.start,c.end],[l,_]}static register_alias(t,e){this.prototype._known_aliases.set(t,e)}static from_string(t){const e=this.prototype._known_aliases.get(t);if(null!=e)return e();{const e=[...this.prototype._known_aliases.keys()];throw new Error(`unexpected tool name '${t}', possible tools are ${e.join(\", \")}`)}}}n.Tool=_,i=_,_.__name__=\"Tool\",i.prototype._known_aliases=new Map,i.define((({String:t,Nullable:e})=>({description:[e(t),null]}))),i.internal((({Boolean:t})=>({active:[t,!1]})))},\n function _(e,o,t,s,n){s();const u=e(224),_=e(231);class l extends u.ButtonToolView{}t.GestureToolView=l,l.__name__=\"GestureToolView\";class i extends u.ButtonTool{constructor(e){super(e),this.button_view=_.OnOffButtonView}}t.GestureTool=i,i.__name__=\"GestureTool\"},\n function _(t,e,o,s,i){s();const n=t(1);var l;const r=(0,n.__importDefault)(t(225)),a=t(226),u=t(222),h=t(43),_=t(34),d=t(8),c=t(9),m=(0,n.__importStar)(t(227)),p=m,v=(0,n.__importDefault)(t(228)),f=(0,n.__importDefault)(t(229)),g=t(230);class b extends a.DOMView{initialize(){super.initialize();const t=this.model.menu;if(null!=t){const e=this.parent.model.toolbar_location,o=\"left\"==e||\"above\"==e,s=this.parent.model.horizontal?\"vertical\":\"horizontal\";this._menu=new g.ContextMenu(o?(0,c.reversed)(t):t,{orientation:s,prevent_hide:t=>t.target==this.el})}this._hammer=new r.default(this.el,{touchAction:\"auto\",inputClass:r.default.TouchMouseInput}),this.connect(this.model.change,(()=>this.render())),this._hammer.on(\"tap\",(t=>{var e;(null===(e=this._menu)||void 0===e?void 0:e.is_open)?this._menu.hide():t.target==this.el&&this._clicked()})),this._hammer.on(\"press\",(()=>this._pressed())),this.el.addEventListener(\"keydown\",(t=>{t.keyCode==h.Keys.Enter&&this._clicked()}))}remove(){var t;this._hammer.destroy(),null===(t=this._menu)||void 0===t||t.remove(),super.remove()}styles(){return[...super.styles(),m.default,v.default,f.default]}css_classes(){return super.css_classes().concat(p.toolbar_button)}render(){(0,h.empty)(this.el);const t=this.model.computed_icon;(0,d.isString)(t)&&((0,_.startsWith)(t,\"data:image\")?this.el.style.backgroundImage=`url(\"${t}\")`:this.el.classList.add(t)),this.el.title=this.model.tooltip,this.el.tabIndex=0,null!=this._menu&&this.root.el.appendChild(this._menu.el)}_pressed(){var t;const e=(()=>{switch(this.parent.model.toolbar_location){case\"right\":return{left_of:this.el};case\"left\":return{right_of:this.el};case\"above\":return{below:this.el};case\"below\":return{above:this.el}}})();null===(t=this._menu)||void 0===t||t.toggle(e)}}o.ButtonToolButtonView=b,b.__name__=\"ButtonToolButtonView\";class w extends u.ToolView{}o.ButtonToolView=w,w.__name__=\"ButtonToolView\";class y extends u.Tool{constructor(t){super(t)}_get_dim_tooltip(t){const{description:e,tool_name:o}=this;return null!=e?e:\"both\"==t?o:`${o} (${\"width\"==t?\"x\":\"y\"}-axis)`}get tooltip(){var t;return null!==(t=this.description)&&void 0!==t?t:this.tool_name}get computed_icon(){return this.icon}get menu(){return null}}o.ButtonTool=y,l=y,y.__name__=\"ButtonTool\",l.internal((({Boolean:t})=>({disabled:[t,!1]})))},\n function _(t,e,i,n,r){\n /*! Hammer.JS - v2.0.7 - 2016-04-22\n * http://hammerjs.github.io/\n *\n * Copyright (c) 2016 Jorik Tangelder;\n * Licensed under the MIT license */\n !function(t,i,n,r){\"use strict\";var s,o=[\"\",\"webkit\",\"Moz\",\"MS\",\"ms\",\"o\"],a=i.createElement(\"div\"),h=Math.round,u=Math.abs,c=Date.now;function l(t,e,i){return setTimeout(T(t,i),e)}function p(t,e,i){return!!Array.isArray(t)&&(f(t,i[e],i),!0)}function f(t,e,i){var n;if(t)if(t.forEach)t.forEach(e,i);else if(t.length!==r)for(n=0;n\\s*\\(/gm,\"{anonymous}()@\"):\"Unknown Stack Trace\",s=t.console&&(t.console.warn||t.console.log);return s&&s.call(t.console,r,n),e.apply(this,arguments)}}s=\"function\"!=typeof Object.assign?function(t){if(t===r||null===t)throw new TypeError(\"Cannot convert undefined or null to object\");for(var e=Object(t),i=1;i-1}function S(t){return t.trim().split(/\\s+/g)}function b(t,e,i){if(t.indexOf&&!i)return t.indexOf(e);for(var n=0;ni[e]})):n.sort()),n}function x(t,e){for(var i,n,s=e[0].toUpperCase()+e.slice(1),a=0;a1&&!i.firstMultiple?i.firstMultiple=H(e):1===s&&(i.firstMultiple=!1);var o=i.firstInput,a=i.firstMultiple,h=a?a.center:o.center,l=e.center=L(n);e.timeStamp=c(),e.deltaTime=e.timeStamp-o.timeStamp,e.angle=G(h,l),e.distance=j(h,l),function(t,e){var i=e.center,n=t.offsetDelta||{},r=t.prevDelta||{},s=t.prevInput||{};1!==e.eventType&&4!==s.eventType||(r=t.prevDelta={x:s.deltaX||0,y:s.deltaY||0},n=t.offsetDelta={x:i.x,y:i.y});e.deltaX=r.x+(i.x-n.x),e.deltaY=r.y+(i.y-n.y)}(i,e),e.offsetDirection=V(e.deltaX,e.deltaY);var p=U(e.deltaTime,e.deltaX,e.deltaY);e.overallVelocityX=p.x,e.overallVelocityY=p.y,e.overallVelocity=u(p.x)>u(p.y)?p.x:p.y,e.scale=a?(f=a.pointers,v=n,j(v[0],v[1],W)/j(f[0],f[1],W)):1,e.rotation=a?function(t,e){return G(e[1],e[0],W)+G(t[1],t[0],W)}(a.pointers,n):0,e.maxPointers=i.prevInput?e.pointers.length>i.prevInput.maxPointers?e.pointers.length:i.prevInput.maxPointers:e.pointers.length,function(t,e){var i,n,s,o,a=t.lastInterval||e,h=e.timeStamp-a.timeStamp;if(8!=e.eventType&&(h>25||a.velocity===r)){var c=e.deltaX-a.deltaX,l=e.deltaY-a.deltaY,p=U(h,c,l);n=p.x,s=p.y,i=u(p.x)>u(p.y)?p.x:p.y,o=V(c,l),t.lastInterval=e}else i=a.velocity,n=a.velocityX,s=a.velocityY,o=a.direction;e.velocity=i,e.velocityX=n,e.velocityY=s,e.direction=o}(i,e);var f,v;var d=t.element;_(e.srcEvent.target,d)&&(d=e.srcEvent.target);e.target=d}(t,i),t.emit(\"hammer.input\",i),t.recognize(i),t.session.prevInput=i}function H(t){for(var e=[],i=0;i=u(e)?t<0?2:4:e<0?8:16}function j(t,e,i){i||(i=F);var n=e[i[0]]-t[i[0]],r=e[i[1]]-t[i[1]];return Math.sqrt(n*n+r*r)}function G(t,e,i){i||(i=F);var n=e[i[0]]-t[i[0]],r=e[i[1]]-t[i[1]];return 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pointercancel\";function it(){this.evEl=tt,this.evWin=et,q.apply(this,arguments),this.store=this.manager.session.pointerEvents=[]}t.MSPointerEvent&&!t.PointerEvent&&(tt=\"MSPointerDown\",et=\"MSPointerMove MSPointerUp MSPointerCancel\"),g(it,q,{handler:function(t){var e=this.store,i=!1,n=t.type.toLowerCase().replace(\"ms\",\"\"),r=K[n],s=Q[t.pointerType]||t.pointerType,o=s==N,a=b(e,t.pointerId,\"pointerId\");1&r&&(0===t.button||o)?a<0&&(e.push(t),a=e.length-1):12&r&&(i=!0),a<0||(e[a]=t,this.callback(this.manager,r,{pointers:e,changedPointers:[t],pointerType:s,srcEvent:t}),i&&e.splice(a,1))}});var nt={touchstart:1,touchmove:2,touchend:4,touchcancel:8},rt=\"touchstart\",st=\"touchstart touchmove touchend touchcancel\";function ot(){this.evTarget=rt,this.evWin=st,this.started=!1,q.apply(this,arguments)}function at(t,e){var i=P(t.touches),n=P(t.changedTouches);return 12&e&&(i=D(i.concat(n),\"identifier\",!0)),[i,n]}g(ot,q,{handler:function(t){var e=nt[t.type];if(1===e&&(this.started=!0),this.started){var i=at.call(this,t,e);12&e&&i[0].length-i[1].length==0&&(this.started=!1),this.callback(this.manager,e,{pointers:i[0],changedPointers:i[1],pointerType:N,srcEvent:t})}}});var ht={touchstart:1,touchmove:2,touchend:4,touchcancel:8},ut=\"touchstart touchmove touchend touchcancel\";function ct(){this.evTarget=ut,this.targetIds={},q.apply(this,arguments)}function lt(t,e){var i=P(t.touches),n=this.targetIds;if(3&e&&1===i.length)return n[i[0].identifier]=!0,[i,i];var r,s,o=P(t.changedTouches),a=[],h=this.target;if(s=i.filter((function(t){return _(t.target,h)})),1===e)for(r=0;r-1&&n.splice(t,1)}),2500)}}function dt(t){for(var e=t.srcEvent.clientX,i=t.srcEvent.clientY,n=0;n-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i<8&&n(e.options.event+Dt(i)),n(e.options.event),t.additionalEvent&&n(t.additionalEvent),i>=8&&n(e.options.event+Dt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=bt},canEmit:function(){for(var t=0;te.threshold&&r&e.direction},attrTest:function(t){return Ot.prototype.attrTest.call(this,t)&&(2&this.state||!(2&this.state)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=xt(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),g(Mt,Ot,{defaults:{event:\"pinch\",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||2&this.state)},emit:function(t){if(1!==t.scale){var e=t.scale<1?\"in\":\"out\";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),g(zt,Pt,{defaults:{event:\"press\",pointers:1,time:251,threshold:9},getTouchAction:function(){return[yt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distancee.time;if(this._input=t,!n||!i||12&t.eventType&&!r)this.reset();else if(1&t.eventType)this.reset(),this._timer=l((function(){this.state=8,this.tryEmit()}),e.time,this);else if(4&t.eventType)return 8;return bt},reset:function(){clearTimeout(this._timer)},emit:function(t){8===this.state&&(t&&4&t.eventType?this.manager.emit(this.options.event+\"up\",t):(this._input.timeStamp=c(),this.manager.emit(this.options.event,this._input)))}}),g(Nt,Ot,{defaults:{event:\"rotate\",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||2&this.state)}}),g(Xt,Ot,{defaults:{event:\"swipe\",threshold:10,velocity:.3,direction:30,pointers:1},getTouchAction:function(){return Rt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return 30&i?e=t.overallVelocity:6&i?e=t.overallVelocityX:i&Y&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&u(e)>this.options.velocity&&4&t.eventType},emit:function(t){var e=xt(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),g(Yt,Pt,{defaults:{event:\"tap\",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Et]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance .bk-divider{cursor:default;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-context-menu.bk-horizontal > .bk-divider{width:1px;margin:5px 0;}.bk-root .bk-context-menu.bk-vertical > .bk-divider{height:1px;margin:0 5px;}.bk-root .bk-context-menu > :not(.bk-divider){border:1px solid transparent;}.bk-root .bk-context-menu > :not(.bk-divider).bk-active{border-color:#26aae1;}.bk-root .bk-context-menu > :not(.bk-divider):hover{background-color:#f9f9f9;}.bk-root .bk-context-menu > :not(.bk-divider):focus,.bk-root .bk-context-menu > :not(.bk-divider):focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-context-menu > :not(.bk-divider)::-moz-focus-inner{border:0;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):first-child{border-top-left-radius:4px;border-bottom-left-radius:4px;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):last-child{border-top-right-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):first-child{border-top-left-radius:4px;border-top-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):last-child{border-bottom-left-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-menu{position:absolute;left:0;width:100%;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-menu.bk-above{bottom:100%;}.bk-root .bk-menu.bk-below{top:100%;}.bk-root .bk-menu > .bk-divider{height:1px;margin:7.5px 0;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-menu > :not(.bk-divider){padding:6px 12px;}.bk-root .bk-menu > :not(.bk-divider):hover,.bk-root .bk-menu > :not(.bk-divider).bk-active{background-color:#e6e6e6;}.bk-root .bk-caret{display:inline-block;vertical-align:middle;width:0;height:0;margin:0 5px;}.bk-root .bk-caret.bk-down{border-top:4px solid;}.bk-root .bk-caret.bk-up{border-bottom:4px solid;}.bk-root .bk-caret.bk-down,.bk-root .bk-caret.bk-up{border-right:4px solid transparent;border-left:4px solid transparent;}.bk-root .bk-caret.bk-left{border-right:4px solid;}.bk-root .bk-caret.bk-right{border-left:4px solid;}.bk-root .bk-caret.bk-left,.bk-root .bk-caret.bk-right{border-top:4px solid transparent;border-bottom:4px solid transparent;}\"},\n function _(t,e,i,n,o){n();const s=t(1),l=t(43),h=t(9),r=(0,s.__importStar)(t(229));class d{constructor(t,e={}){var i,n;this.items=t,this.el=(0,l.div)(),this._open=!1,this._item_click=t=>{var e;null===(e=t.handler)||void 0===e||e.call(t),this.hide()},this._on_mousedown=t=>{var e;const{target:i}=t;i instanceof Node&&this.el.contains(i)||(null===(e=this.prevent_hide)||void 0===e?void 0:e.call(this,t))||this.hide()},this._on_keydown=t=>{t.keyCode==l.Keys.Esc&&this.hide()},this._on_blur=()=>{this.hide()},this.orientation=null!==(i=e.orientation)&&void 0!==i?i:\"vertical\",this.reversed=null!==(n=e.reversed)&&void 0!==n&&n,this.prevent_hide=e.prevent_hide,(0,l.undisplay)(this.el)}get is_open(){return this._open}get can_open(){return 0!=this.items.length}remove(){(0,l.remove)(this.el),this._unlisten()}_listen(){document.addEventListener(\"mousedown\",this._on_mousedown),document.addEventListener(\"keydown\",this._on_keydown),window.addEventListener(\"blur\",this._on_blur)}_unlisten(){document.removeEventListener(\"mousedown\",this._on_mousedown),document.removeEventListener(\"keydown\",this._on_keydown),window.removeEventListener(\"blur\",this._on_blur)}_position(t){const e=this.el.parentElement;if(null!=e){const i=(()=>{if(\"left_of\"in t){const{left:e,top:i}=t.left_of.getBoundingClientRect();return{right:e,top:i}}if(\"right_of\"in t){const{top:e,right:i}=t.right_of.getBoundingClientRect();return{left:i,top:e}}if(\"below\"in t){const{left:e,bottom:i}=t.below.getBoundingClientRect();return{left:e,top:i}}if(\"above\"in t){const{left:e,top:i}=t.above.getBoundingClientRect();return{left:e,bottom:i}}return t})(),n=e.getBoundingClientRect();this.el.style.left=null!=i.left?i.left-n.left+\"px\":\"\",this.el.style.top=null!=i.top?i.top-n.top+\"px\":\"\",this.el.style.right=null!=i.right?n.right-i.right+\"px\":\"\",this.el.style.bottom=null!=i.bottom?n.bottom-i.bottom+\"px\":\"\"}}render(){var t;(0,l.empty)(this.el,!0),(0,l.classes)(this.el).add(\"bk-context-menu\",`bk-${this.orientation}`);const e=this.reversed?(0,h.reversed)(this.items):this.items;for(const i of e){let e;if(null==i)e=(0,l.div)({class:r.divider});else{if(null!=i.if&&!i.if())continue;if(null!=i.content)e=i.content;else{const n=null!=i.icon?(0,l.div)({class:[\"bk-menu-icon\",i.icon]}):null,o=[(null===(t=i.active)||void 0===t?void 0:t.call(i))?\"bk-active\":null,i.class];e=(0,l.div)({class:o,title:i.tooltip,tabIndex:0},n,i.label,i.content),e.addEventListener(\"click\",(()=>{this._item_click(i)})),e.addEventListener(\"keydown\",(t=>{t.keyCode==l.Keys.Enter&&this._item_click(i)}))}}this.el.appendChild(e)}}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}),(0,l.display)(this.el),this._listen(),this._open=!0}}hide(){this._open&&(this._open=!1,this._unlisten(),(0,l.undisplay)(this.el))}toggle(t){this._open?this.hide():this.show(t)}}i.ContextMenu=d,d.__name__=\"ContextMenu\"},\n function _(t,e,i,n,o){n();const s=t(1),c=t(224),l=(0,s.__importStar)(t(227)),a=t(43);class _ extends c.ButtonToolButtonView{render(){super.render(),(0,a.classes)(this.el).toggle(l.active,this.model.active)}_clicked(){const{active:t}=this.model;this.model.active=!t}}i.OnOffButtonView=_,_.__name__=\"OnOffButtonView\"},\n function _(e,o,t,n,s){var c;n();const l=e(224),_=e(231);class i extends l.ButtonToolView{}t.InspectToolView=i,i.__name__=\"InspectToolView\";class a extends l.ButtonTool{constructor(e){super(e),this.event_type=\"move\"}}t.InspectTool=a,c=a,a.__name__=\"InspectTool\",c.prototype.button_view=_.OnOffButtonView,c.define((({Boolean:e})=>({toggleable:[e,!0]}))),c.override({active:!0})},\n function _(t,o,e,l,i){l();const s=t(1);var n,a;const r=t(19),c=t(43),h=t(113),_=t(226),u=t(20),v=t(9),d=t(234),p=t(13),b=t(8),g=t(235),f=t(65),m=t(53),w=t(222),y=t(223),T=t(238),z=t(239),x=t(232),B=t(230),C=(0,s.__importStar)(t(227)),k=C,L=(0,s.__importStar)(t(240)),M=L;class S extends m.Model{constructor(t){super(t)}get visible(){var t;return!this.autohide||null!==(t=this._visible)&&void 0!==t&&t}}e.ToolbarViewModel=S,n=S,S.__name__=\"ToolbarViewModel\",n.define((({Boolean:t})=>({autohide:[t,!1]}))),n.internal((({Boolean:t,Nullable:o})=>({_visible:[o(t),null]})));class $ extends _.DOMView{constructor(){super(...arguments),this.layout={bbox:new f.BBox}}initialize(){super.initialize(),this._tool_button_views=new Map,this._toolbar_view_model=new S({autohide:this.model.autohide});const{toolbar_location:t}=this.model,o=\"left\"==t||\"above\"==t,e=this.model.horizontal?\"vertical\":\"horizontal\";this._overflow_menu=new B.ContextMenu([],{orientation:e,reversed:o})}async lazy_initialize(){await super.lazy_initialize(),await this._build_tool_button_views()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tools.change,(async()=>{await this._build_tool_button_views(),this.render()})),this.connect(this.model.properties.autohide.change,(()=>{this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change()})),this.connect(this._toolbar_view_model.properties._visible.change,(()=>this._on_visible_change()))}styles(){return[...super.styles(),C.default,L.default]}remove(){(0,h.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(0,h.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{visible:t}=this._toolbar_view_model;(0,c.classes)(this.el).toggle(k.toolbar_hidden,!t)}render(){(0,c.empty)(this.el),this.el.classList.add(k.toolbar),this.el.classList.add(k[this.model.toolbar_location]),this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change();const{horizontal:t}=this.model;let o=0;if(null!=this.model.logo){const e=\"grey\"===this.model.logo?M.grey:null,l=(0,c.a)({href:\"https://bokeh.org/\",target:\"_blank\",class:[M.logo,M.logo_small,e]});this.el.appendChild(l);const{width:i,height:s}=l.getBoundingClientRect();o+=t?i:s}for(const[,t]of this._tool_button_views)t.render();const e=[],l=t=>this._tool_button_views.get(t).el,{gestures:i}=this.model;for(const t of(0,p.values)(i))e.push(t.tools.map(l));e.push(this.model.actions.map(l)),e.push(this.model.inspectors.filter((t=>t.toggleable)).map(l));const s=e.filter((t=>0!=t.length)),n=()=>(0,c.div)({class:k.divider}),{bbox:a}=this.layout;let r=!1;this.root.el.appendChild(this._overflow_menu.el);const h=(0,c.div)({class:k.tool_overflow,tabIndex:0},t?\"\\u22ee\":\"\\u22ef\"),_=()=>{const t=(()=>{switch(this.model.toolbar_location){case\"right\":return{left_of:h};case\"left\":return{right_of:h};case\"above\":return{below:h};case\"below\":return{above:h}}})();this._overflow_menu.toggle(t)};h.addEventListener(\"click\",(()=>{_()})),h.addEventListener(\"keydown\",(t=>{t.keyCode==c.Keys.Enter&&_()}));for(const e of(0,d.join)(s,n))if(r)this._overflow_menu.items.push({content:e,class:t?k.right:k.above});else{this.el.appendChild(e);const{width:l,height:i}=e.getBoundingClientRect();if(o+=t?l:i,r=t?o>a.width-15:o>a.height-15,r){this.el.removeChild(e),this.el.appendChild(h);const{items:t}=this._overflow_menu;t.splice(0,t.length),t.push({content:e})}}}update_layout(){}update_position(){}after_layout(){this._has_finished=!0}export(t,o=!0){const e=\"png\"==t?\"canvas\":\"svg\",l=new g.CanvasLayer(e,o);return l.resize(0,0),l}}function V(){return{pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}}}e.ToolbarBaseView=$,$.__name__=\"ToolbarBaseView\";class A extends m.Model{constructor(t){super(t)}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(0,v.some)(t,(t=>!e.has(t.id)))},o=this.tools.filter((t=>t instanceof x.InspectTool));t(this.inspectors,o)&&(this.inspectors=o);const e=this.tools.filter((t=>t instanceof z.HelpTool));t(this.help,e)&&(this.help=e);const l=this.tools.filter((t=>t instanceof T.ActionTool));t(this.actions,l)&&(this.actions=l);const i=(t,o)=>{t in this.gestures||r.logger.warn(`Toolbar: unknown event type '${t}' for tool: ${o}`)},s={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 y.GestureTool&&t.event_type)if((0,b.isString)(t.event_type))s[t.event_type].tools.push(t),i(t.event_type,t);else{s.multi.tools.push(t);for(const o of t.event_type)i(o,t)}for(const o of Object.keys(s)){const e=this.gestures[o];t(e.tools,s[o].tools)&&(e.tools=s[o].tools),e.active&&(0,v.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=(0,b.isString)(o)?[o]:o;for(const o of e)if(t.active){const e=this.gestures[o].active;null!=e&&t!=e&&(r.logger.debug(`Toolbar: deactivating tool: ${e} for event type '${o}'`),e.active=!1),this.gestures[o].active=t,r.logger.debug(`Toolbar: activating tool: ${t} for event type '${o}'`)}else 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DOMMatrix?t[0]:new DOMMatrix(Object.values(!t[0])),this._transform=n.AffineTransform.from_DOMMatrix(e)}resetTransform(){this._transform=new n.AffineTransform}isPointInPath(...t){throw new Error(\"not implemented\")}isPointInStroke(...t){throw new Error(\"not implemented\")}createImageData(...t){throw new Error(\"not implemented\")}getImageData(t,e,i,s){throw new Error(\"not implemented\")}putImageData(...t){throw new Error(\"not implemented\")}drawFocusIfNeeded(...t){throw new Error(\"not implemented\")}scrollPathIntoView(...t){throw new Error(\"not implemented\")}}i.SVGRenderingContext2D=f,f.__name__=\"SVGRenderingContext2D\",f.__random=o.random},\n function _(e,t,s,n,r){n();const o=2147483647;class i{constructor(e){this.seed=e%o,this.seed<=0&&(this.seed+=2147483646)}integer(){return this.seed=48271*this.seed%o,this.seed}float(){return(this.integer()-1)/2147483646}floats(e,t=0,s=1){const n=new Array(e);for(let r=0;rthis.doit(o)))}}n.ActionToolView=_,_.__name__=\"ActionToolView\";class 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.bk-logo.bk-grey{filter:url(\\\"data:image/svg+xml;utf8,#grayscale\\\");filter:gray;-webkit-filter:grayscale(100%);}.bk-root 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.bk-logo-notebook{display:inline-block;vertical-align:middle;margin-right:5px;}\"},\n function _(e,t,s,i,l){i();const o=e(1);var n;const a=e(40),h=e(20),r=e(43),c=(0,o.__importStar)(e(242)),d=c;class p extends a.AnnotationView{initialize(){super.initialize(),this.el=(0,r.div)({class:d.tooltip}),(0,r.undisplay)(this.el),this.plot_view.canvas_view.add_overlay(this.el)}remove(){(0,r.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(),c.default]}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{content:e}=this.model;null!=e?((0,r.empty)(this.el),(0,r.classes)(this.el).toggle(\"bk-tooltip-custom\",this.model.custom),this.el.appendChild(e),this.model.show_arrow&&this.el.classList.add(d.tooltip_arrow)):(0,r.undisplay)(this.el)}_reposition(){const{position:e}=this.model;if(null==e)return void(0,r.undisplay)(this.el);const[t,s]=e,i=(()=>{const e=this.parent.layout.bbox.relative(),{attachment:i}=this.model;switch(i){case\"horizontal\":return t({attachment:[h.TooltipAttachment,\"horizontal\"],inner_only:[e,!0],show_arrow:[e,!0]}))),n.internal((({Boolean:e,Number:t,Tuple:s,Ref:i,Nullable:l})=>({position:[l(s(t,t)),null],content:[i(HTMLElement),()=>(0,r.div)()],custom:[e]}))),n.override({level:\"overlay\"})},\n function _(o,t,r,e,l){e(),r.root=\"bk-root\",r.tooltip=\"bk-tooltip\",r.left=\"bk-left\",r.tooltip_arrow=\"bk-tooltip-arrow\",r.right=\"bk-right\",r.above=\"bk-above\",r.below=\"bk-below\",r.tooltip_row_label=\"bk-tooltip-row-label\",r.tooltip_row_value=\"bk-tooltip-row-value\",r.tooltip_color_block=\"bk-tooltip-color-block\",r.default='.bk-root{}.bk-root .bk-tooltip{font-weight:300;font-size:12px;position:absolute;padding:5px;border:1px solid #e5e5e5;color:#2f2f2f;background-color:white;pointer-events:none;opacity:0.95;z-index:100;}.bk-root .bk-tooltip > div:not(:first-child){margin-top:5px;border-top:#e5e5e5 1px dashed;}.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:\" \";display:block;left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-left::before{left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:\" \";display:block;right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-right::after{right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-above::before{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:\" \";display:block;top:-10px;border-bottom-width:10px;border-bottom-color:#909599;}.bk-root .bk-tooltip.bk-below::after{position:absolute;margin:0 0 0 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t=0,s=this._lower_sx.length;t({lower_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})],upper_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})]}))),a.override({level:\"underlay\"})},\n function _(n,o,t,u,e){u(),e(\"CustomJS\",n(245).CustomJS),e(\"OpenURL\",n(247).OpenURL)},\n function _(t,e,s,n,c){var a;n();const r=t(246),u=t(13),o=t(34);class i extends r.Callback{constructor(t){super(t)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const t=(0,o.use_strict)(this.code);return new Function(...this.names,\"cb_obj\",\"cb_data\",t)}execute(t,e={}){return this.func.apply(t,this.values.concat(t,e))}}s.CustomJS=i,a=i,i.__name__=\"CustomJS\",a.define((({Unknown:t,String:e,Dict:s})=>({args:[s(t),{}],code:[e,\"\"]})))},\n function _(c,a,l,n,s){n();const e=c(53);class o extends e.Model{constructor(c){super(c)}}l.Callback=o,o.__name__=\"Callback\"},\n function _(e,t,n,o,i){var s;o();const c=e(246),r=e(152),a=e(8);class d extends c.Callback{constructor(e){super(e)}navigate(e){this.same_tab?window.location.href=e:window.open(e)}execute(e,{source:t}){const n=e=>{const n=(0,r.replace_placeholders)(this.url,t,e,void 0,void 0,encodeURI);if(!(0,a.isString)(n))throw new Error(\"HTML output is not supported in this context\");this.navigate(n)},{selected:o}=t;for(const e of o.indices)n(e);for(const e of o.line_indices)n(e)}}n.OpenURL=d,s=d,d.__name__=\"OpenURL\",s.define((({Boolean:e,String:t})=>({url:[t,\"http://\"],same_tab:[e,!1]})))},\n function _(a,n,i,e,r){e(),r(\"Canvas\",a(249).Canvas),r(\"CartesianFrame\",a(126).CartesianFrame),r(\"CoordinateMapping\",a(54).CoordinateMapping)},\n function _(e,t,i,s,a){var l,r=this&&this.__createBinding||(Object.create?function(e,t,i,s){void 0===s&&(s=i),Object.defineProperty(e,s,{enumerable:!0,get:function(){return t[i]}})}:function(e,t,i,s){void 0===s&&(s=i),e[s]=t[i]}),n=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,\"default\",{enumerable:!0,value:t})}:function(e,t){e.default=t}),o=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var i in e)\"default\"!==i&&Object.prototype.hasOwnProperty.call(e,i)&&r(t,e,i);return n(t,e),t};s();const h=e(14),c=e(28),u=e(226),_=e(19),d=e(43),p=e(20),b=e(13),v=e(250),g=e(65),w=e(138),y=e(235);const f=(()=>{let t;return async()=>void 0!==t?t:t=await async function(){const t=document.createElement(\"canvas\"),i=t.getContext(\"webgl\",{premultipliedAlpha:!0});if(null!=i){const s=await(0,w.load_module)(Promise.resolve().then((()=>o(e(410)))));if(null!=s){const e=s.get_regl(i);if(e.has_webgl)return{canvas:t,regl_wrapper:e};_.logger.trace(\"WebGL is supported, but not the required extensions\")}else _.logger.trace(\"WebGL is supported, but bokehjs(.min).js bundle is not available\")}else _.logger.trace(\"WebGL is not supported\");return null}()})(),m={position:\"absolute\",top:\"0\",left:\"0\",width:\"100%\",height:\"100%\"};class x extends u.DOMView{constructor(){super(...arguments),this.bbox=new g.BBox,this.webgl=null}initialize(){super.initialize(),this.underlays_el=(0,d.div)({style:m}),this.primary=this.create_layer(),this.overlays=this.create_layer(),this.overlays_el=(0,d.div)({style:m}),this.events_el=(0,d.div)({class:\"bk-canvas-events\",style:m});const e=[this.underlays_el,this.primary.el,this.overlays.el,this.overlays_el,this.events_el];(0,b.extend)(this.el.style,m),(0,d.append)(this.el,...e),this.ui_event_bus=new v.UIEventBus(this)}async lazy_initialize(){if(await super.lazy_initialize(),\"webgl\"==this.model.output_backend&&(this.webgl=await f(),c.settings.force_webgl&&null==this.webgl))throw new Error(\"webgl is not available\")}remove(){this.ui_event_bus.destroy(),super.remove()}add_underlay(e){this.underlays_el.appendChild(e)}add_overlay(e){this.overlays_el.appendChild(e)}add_event(e){this.events_el.appendChild(e)}get pixel_ratio(){return this.primary.pixel_ratio}resize(e,t){this.bbox=new g.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[a,l,r,n]=e,{xview:o,yview:h}=this.bbox,c=o.compute(a),u=h.compute(l+n),_=this.pixel_ratio;t.regl_wrapper.set_scissor(_*c,_*u,_*r,_*n),this._clear_webgl()}}blit_webgl(e){const{webgl:t}=this;if(null!=t){if(_.logger.debug(\"Blitting WebGL canvas\"),e.restore(),e.drawImage(t.canvas,0,0),e.save(),this.model.hidpi){const t=this.pixel_ratio;e.scale(t,t),e.translate(.5,.5)}this._clear_webgl()}}_clear_webgl(){const{webgl:e}=this;if(null!=e){const{regl_wrapper:t,canvas:i}=e;t.clear(i.width,i.height)}}compose(){const e=this.create_layer(),{width:t,height:i}=this.bbox;return e.resize(t,i),e.ctx.drawImage(this.primary.canvas,0,0),e.ctx.drawImage(this.overlays.canvas,0,0),e}create_layer(){const{output_backend:e,hidpi:t}=this.model;return new y.CanvasLayer(e,t)}to_blob(){return this.compose().to_blob()}}i.CanvasView=x,x.__name__=\"CanvasView\";class z extends h.HasProps{constructor(e){super(e)}}i.Canvas=z,l=z,z.__name__=\"Canvas\",l.prototype.default_view=x,l.internal((({Boolean:e})=>({hidpi:[e,!0],output_backend:[p.OutputBackend,\"canvas\"]})))},\n function _(t,e,s,n,i){n();const r=t(1),a=(0,r.__importDefault)(t(225)),_=t(15),h=t(19),o=t(43),l=(0,r.__importStar)(t(251)),c=t(252),p=t(9),u=t(8),v=t(27),d=t(230);class g{constructor(t){this.canvas_view=t,this.pan_start=new _.Signal(this,\"pan:start\"),this.pan=new _.Signal(this,\"pan\"),this.pan_end=new _.Signal(this,\"pan:end\"),this.pinch_start=new _.Signal(this,\"pinch:start\"),this.pinch=new _.Signal(this,\"pinch\"),this.pinch_end=new _.Signal(this,\"pinch:end\"),this.rotate_start=new _.Signal(this,\"rotate:start\"),this.rotate=new _.Signal(this,\"rotate\"),this.rotate_end=new _.Signal(this,\"rotate:end\"),this.tap=new _.Signal(this,\"tap\"),this.doubletap=new _.Signal(this,\"doubletap\"),this.press=new _.Signal(this,\"press\"),this.pressup=new _.Signal(this,\"pressup\"),this.move_enter=new _.Signal(this,\"move:enter\"),this.move=new _.Signal(this,\"move\"),this.move_exit=new _.Signal(this,\"move:exit\"),this.scroll=new _.Signal(this,\"scroll\"),this.keydown=new _.Signal(this,\"keydown\"),this.keyup=new _.Signal(this,\"keyup\"),this.hammer=new a.default(this.hit_area,{touchAction:\"auto\",inputClass:a.default.TouchMouseInput}),this._prev_move=null,this._curr_pan=null,this._curr_pinch=null,this._curr_rotate=null,this._configure_hammerjs(),this.hit_area.addEventListener(\"mousemove\",(t=>this._mouse_move(t))),this.hit_area.addEventListener(\"mouseenter\",(t=>this._mouse_enter(t))),this.hit_area.addEventListener(\"mouseleave\",(t=>this._mouse_exit(t))),this.hit_area.addEventListener(\"contextmenu\",(t=>this._context_menu(t))),this.hit_area.addEventListener(\"wheel\",(t=>this._mouse_wheel(t))),document.addEventListener(\"keydown\",this),document.addEventListener(\"keyup\",this),this.menu=new d.ContextMenu([],{prevent_hide:t=>2==t.button&&t.target==this.hit_area}),this.hit_area.appendChild(this.menu.el)}get hit_area(){return this.canvas_view.events_el}destroy(){this.menu.remove(),this.hammer.destroy(),document.removeEventListener(\"keydown\",this),document.removeEventListener(\"keyup\",this)}handleEvent(t){\"keydown\"==t.type?this._key_down(t):\"keyup\"==t.type&&this._key_up(t)}_configure_hammerjs(){this.hammer.get(\"doubletap\").recognizeWith(\"tap\"),this.hammer.get(\"tap\").requireFailure(\"doubletap\"),this.hammer.get(\"doubletap\").dropRequireFailure(\"tap\"),this.hammer.on(\"doubletap\",(t=>this._doubletap(t))),this.hammer.on(\"tap\",(t=>this._tap(t))),this.hammer.on(\"press\",(t=>this._press(t))),this.hammer.on(\"pressup\",(t=>this._pressup(t))),this.hammer.get(\"pan\").set({direction:a.default.DIRECTION_ALL}),this.hammer.on(\"panstart\",(t=>this._pan_start(t))),this.hammer.on(\"pan\",(t=>this._pan(t))),this.hammer.on(\"panend\",(t=>this._pan_end(t))),this.hammer.get(\"pinch\").set({enable:!0}),this.hammer.on(\"pinchstart\",(t=>this._pinch_start(t))),this.hammer.on(\"pinch\",(t=>this._pinch(t))),this.hammer.on(\"pinchend\",(t=>this._pinch_end(t))),this.hammer.get(\"rotate\").set({enable:!0}),this.hammer.on(\"rotatestart\",(t=>this._rotate_start(t))),this.hammer.on(\"rotate\",(t=>this._rotate(t))),this.hammer.on(\"rotateend\",(t=>this._rotate_end(t)))}register_tool(t){const e=t.model.event_type;null!=e&&((0,u.isString)(e)?this._register_tool(t,e):e.forEach(((e,s)=>this._register_tool(t,e,s<1))))}_register_tool(t,e,s=!0){const n=t,{id:i}=n.model,r=t=>e=>{e.id==i&&t(e.e)},a=t=>e=>{t(e.e)};switch(e){case\"pan\":null!=n._pan_start&&n.connect(this.pan_start,r(n._pan_start.bind(n))),null!=n._pan&&n.connect(this.pan,r(n._pan.bind(n))),null!=n._pan_end&&n.connect(this.pan_end,r(n._pan_end.bind(n)));break;case\"pinch\":null!=n._pinch_start&&n.connect(this.pinch_start,r(n._pinch_start.bind(n))),null!=n._pinch&&n.connect(this.pinch,r(n._pinch.bind(n))),null!=n._pinch_end&&n.connect(this.pinch_end,r(n._pinch_end.bind(n)));break;case\"rotate\":null!=n._rotate_start&&n.connect(this.rotate_start,r(n._rotate_start.bind(n))),null!=n._rotate&&n.connect(this.rotate,r(n._rotate.bind(n))),null!=n._rotate_end&&n.connect(this.rotate_end,r(n._rotate_end.bind(n)));break;case\"move\":null!=n._move_enter&&n.connect(this.move_enter,r(n._move_enter.bind(n))),null!=n._move&&n.connect(this.move,r(n._move.bind(n))),null!=n._move_exit&&n.connect(this.move_exit,r(n._move_exit.bind(n)));break;case\"tap\":null!=n._tap&&n.connect(this.tap,r(n._tap.bind(n))),null!=n._doubletap&&n.connect(this.doubletap,r(n._doubletap.bind(n)));break;case\"press\":null!=n._press&&n.connect(this.press,r(n._press.bind(n))),null!=n._pressup&&n.connect(this.pressup,r(n._pressup.bind(n)));break;case\"scroll\":null!=n._scroll&&n.connect(this.scroll,r(n._scroll.bind(n)));break;default:throw new Error(`unsupported event_type: ${e}`)}s&&(null!=n._keydown&&n.connect(this.keydown,a(n._keydown.bind(n))),null!=n._keyup&&n.connect(this.keyup,a(n._keyup.bind(n))),v.is_mobile&&null!=n._scroll&&\"pinch\"==e&&(h.logger.debug(\"Registering scroll on touch screen\"),n.connect(this.scroll,r(n._scroll.bind(n)))))}_hit_test_renderers(t,e,s){var n;const i=t.get_renderer_views();for(const t of(0,p.reversed)(i))if(null===(n=t.interactive_hit)||void 0===n?void 0:n.call(t,e,s))return t;return null}set_cursor(t=\"default\"){this.hit_area.style.cursor=t}_hit_test_frame(t,e,s){return t.frame.bbox.contains(e,s)}_hit_test_canvas(t,e,s){return t.layout.bbox.contains(e,s)}_hit_test_plot(t,e){for(const s of this.canvas_view.plot_views)if(s.layout.bbox.relative().contains(t,e))return s;return null}_trigger(t,e,s){var n;const{sx:i,sy:r}=e,a=this._hit_test_plot(i,r),_=t=>{const[s,n]=[i,r];return Object.assign(Object.assign({},e),{sx:s,sy:n})};if(\"panstart\"==e.type||\"pan\"==e.type||\"panend\"==e.type){let n;if(\"panstart\"==e.type&&null!=a?(this._curr_pan={plot_view:a},n=a):\"pan\"==e.type&&null!=this._curr_pan?n=this._curr_pan.plot_view:\"panend\"==e.type&&null!=this._curr_pan?(n=this._curr_pan.plot_view,this._curr_pan=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if(\"pinchstart\"==e.type||\"pinch\"==e.type||\"pinchend\"==e.type){let n;if(\"pinchstart\"==e.type&&null!=a?(this._curr_pinch={plot_view:a},n=a):\"pinch\"==e.type&&null!=this._curr_pinch?n=this._curr_pinch.plot_view:\"pinchend\"==e.type&&null!=this._curr_pinch?(n=this._curr_pinch.plot_view,this._curr_pinch=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if(\"rotatestart\"==e.type||\"rotate\"==e.type||\"rotateend\"==e.type){let n;if(\"rotatestart\"==e.type&&null!=a?(this._curr_rotate={plot_view:a},n=a):\"rotate\"==e.type&&null!=this._curr_rotate?n=this._curr_rotate.plot_view:\"rotateend\"==e.type&&null!=this._curr_rotate?(n=this._curr_rotate.plot_view,this._curr_rotate=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if(\"mouseenter\"==e.type||\"mousemove\"==e.type||\"mouseleave\"==e.type){const h=null===(n=this._prev_move)||void 0===n?void 0:n.plot_view;if(null!=h&&(\"mouseleave\"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(h,this.move_exit,{type:\"mouseleave\",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&(\"mouseenter\"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(a,this.move_enter,{type:\"mouseenter\",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&\"mousemove\"==e.type){const e=_();this.__trigger(a,t,e,s)}this._prev_move={sx:i,sy:r,plot_view:a}}else if(null!=a){const e=_();this.__trigger(a,t,e,s)}}__trigger(t,e,s,n){var i,r,a;const _=t.model.toolbar.gestures,h=e.name.split(\":\")[0],o=this._hit_test_renderers(t,s.sx,s.sy),l=this._hit_test_canvas(t,s.sx,s.sy);switch(h){case\"move\":{const n=_.move.active;null!=n&&this.trigger(e,s,n.id);const r=t.model.toolbar.inspectors.filter((t=>t.active));let a=\"default\";null!=o?(a=null!==(i=o.cursor(s.sx,s.sy))&&void 0!==i?i:a,(0,p.is_empty)(r)||(e=this.move_exit)):this._hit_test_frame(t,s.sx,s.sy)&&((0,p.is_empty)(r)||(a=\"crosshair\")),this.set_cursor(a),t.set_toolbar_visibility(l),r.map((t=>this.trigger(e,s,t.id)));break}case\"tap\":{const{target:i}=n;if(null!=i&&i!=this.hit_area)return;if(null===(r=null==o?void 0:o.on_hit)||void 0===r||r.call(o,s.sx,s.sy),this._hit_test_frame(t,s.sx,s.sy)){const t=_.tap.active;null!=t&&this.trigger(e,s,t.id)}break}case\"doubletap\":if(this._hit_test_frame(t,s.sx,s.sy)){const t=null!==(a=_.doubletap.active)&&void 0!==a?a:_.tap.active;null!=t&&this.trigger(e,s,t.id)}break;case\"scroll\":{const t=_[v.is_mobile?\"pinch\":\"scroll\"].active;null!=t&&(n.preventDefault(),n.stopPropagation(),this.trigger(e,s,t.id));break}case\"pan\":{const t=_.pan.active;null!=t&&(n.preventDefault(),this.trigger(e,s,t.id));break}default:{const t=_[h].active;null!=t&&this.trigger(e,s,t.id)}}this._trigger_bokeh_event(t,s)}trigger(t,e,s=null){t.emit({id:s,e})}_trigger_bokeh_event(t,e){const s=(()=>{const{sx:s,sy:n}=e,i=t.frame.x_scale.invert(s),r=t.frame.y_scale.invert(n);switch(e.type){case\"wheel\":return new l.MouseWheel(s,n,i,r,e.delta);case\"mousemove\":return new l.MouseMove(s,n,i,r);case\"mouseenter\":return new l.MouseEnter(s,n,i,r);case\"mouseleave\":return new l.MouseLeave(s,n,i,r);case\"tap\":return new l.Tap(s,n,i,r);case\"doubletap\":return new l.DoubleTap(s,n,i,r);case\"press\":return new l.Press(s,n,i,r);case\"pressup\":return new l.PressUp(s,n,i,r);case\"pan\":return new l.Pan(s,n,i,r,e.deltaX,e.deltaY);case\"panstart\":return new l.PanStart(s,n,i,r);case\"panend\":return new l.PanEnd(s,n,i,r);case\"pinch\":return new l.Pinch(s,n,i,r,e.scale);case\"pinchstart\":return new l.PinchStart(s,n,i,r);case\"pinchend\":return new l.PinchEnd(s,n,i,r);case\"rotate\":return new l.Rotate(s,n,i,r,e.rotation);case\"rotatestart\":return new l.RotateStart(s,n,i,r);case\"rotateend\":return new l.RotateEnd(s,n,i,r);default:return}})();null!=s&&t.model.trigger_event(s)}_get_sxy(t){const{pageX:e,pageY:s}=function(t){return\"undefined\"!=typeof TouchEvent&&t instanceof TouchEvent}(t)?(0!=t.touches.length?t.touches:t.changedTouches)[0]:t,{left:n,top:i}=(0,o.offset)(this.hit_area);return{sx:e-n,sy:s-i}}_pan_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{deltaX:t.deltaX,deltaY:t.deltaY,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_pinch_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{scale:t.scale,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_rotate_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{rotation:t.rotation,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_tap_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_move_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_scroll_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{delta:(0,c.getDeltaY)(t),shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_key_event(t){return{type:t.type,keyCode:t.keyCode}}_pan_start(t){const e=this._pan_event(t);e.sx-=t.deltaX,e.sy-=t.deltaY,this._trigger(this.pan_start,e,t.srcEvent)}_pan(t){this._trigger(this.pan,this._pan_event(t),t.srcEvent)}_pan_end(t){this._trigger(this.pan_end,this._pan_event(t),t.srcEvent)}_pinch_start(t){this._trigger(this.pinch_start,this._pinch_event(t),t.srcEvent)}_pinch(t){this._trigger(this.pinch,this._pinch_event(t),t.srcEvent)}_pinch_end(t){this._trigger(this.pinch_end,this._pinch_event(t),t.srcEvent)}_rotate_start(t){this._trigger(this.rotate_start,this._rotate_event(t),t.srcEvent)}_rotate(t){this._trigger(this.rotate,this._rotate_event(t),t.srcEvent)}_rotate_end(t){this._trigger(this.rotate_end,this._rotate_event(t),t.srcEvent)}_tap(t){this._trigger(this.tap,this._tap_event(t),t.srcEvent)}_doubletap(t){this._trigger(this.doubletap,this._tap_event(t),t.srcEvent)}_press(t){this._trigger(this.press,this._tap_event(t),t.srcEvent)}_pressup(t){this._trigger(this.pressup,this._tap_event(t),t.srcEvent)}_mouse_enter(t){this._trigger(this.move_enter,this._move_event(t),t)}_mouse_move(t){this._trigger(this.move,this._move_event(t),t)}_mouse_exit(t){this._trigger(this.move_exit,this._move_event(t),t)}_mouse_wheel(t){this._trigger(this.scroll,this._scroll_event(t),t)}_context_menu(t){!this.menu.is_open&&this.menu.can_open&&t.preventDefault();const{sx:e,sy:s}=this._get_sxy(t);this.menu.toggle({left:e,top:s})}_key_down(t){this.trigger(this.keydown,this._key_event(t))}_key_up(t){this.trigger(this.keyup,this._key_event(t))}}s.UIEventBus=g,g.__name__=\"UIEventBus\"},\n function _(e,t,s,n,_){n();var a=this&&this.__decorate||function(e,t,s,n){var _,a=arguments.length,o=a<3?t:null===n?n=Object.getOwnPropertyDescriptor(t,s):n;if(\"object\"==typeof Reflect&&\"function\"==typeof Reflect.decorate)o=Reflect.decorate(e,t,s,n);else for(var 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 o(e){return function(t){t.prototype.event_name=e}}class r{to_json(){const{event_name:e}=this;return{event_name:e,event_values:this._to_json()}}}s.BokehEvent=r,r.__name__=\"BokehEvent\";class c extends r{constructor(){super(...arguments),this.origin=null}_to_json(){return{model:this.origin}}}s.ModelEvent=c,c.__name__=\"ModelEvent\";let l=class extends r{_to_json(){return{}}};s.DocumentReady=l,l.__name__=\"DocumentReady\",s.DocumentReady=l=a([o(\"document_ready\")],l);let i=class extends c{};s.ButtonClick=i,i.__name__=\"ButtonClick\",s.ButtonClick=i=a([o(\"button_click\")],i);let u=class extends 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Object.assign(Object.assign({},super._to_json()),{geometry:e,final:t})}};s.SelectionGeometry=x,x.__name__=\"SelectionGeometry\",s.SelectionGeometry=x=a([o(\"selectiongeometry\")],x);let j=class extends d{};s.Reset=j,j.__name__=\"Reset\",s.Reset=j=a([o(\"reset\")],j);class y extends d{constructor(e,t,s,n){super(),this.sx=e,this.sy=t,this.x=s,this.y=n}_to_json(){const{sx:e,sy:t,x:s,y:n}=this;return Object.assign(Object.assign({},super._to_json()),{sx:e,sy:t,x:s,y:n})}}s.PointEvent=y,y.__name__=\"PointEvent\";let g=class extends y{constructor(e,t,s,n,_,a){super(e,t,s,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=g,g.__name__=\"Pan\",s.Pan=g=a([o(\"pan\")],g);let P=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.scale=_}_to_json(){const{scale:e}=this;return Object.assign(Object.assign({},super._to_json()),{scale:e})}};s.Pinch=P,P.__name__=\"Pinch\",s.Pinch=P=a([o(\"pinch\")],P);let O=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.rotation=_}_to_json(){const{rotation:e}=this;return Object.assign(Object.assign({},super._to_json()),{rotation:e})}};s.Rotate=O,O.__name__=\"Rotate\",s.Rotate=O=a([o(\"rotate\")],O);let b=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.delta=_}_to_json(){const{delta:e}=this;return Object.assign(Object.assign({},super._to_json()),{delta:e})}};s.MouseWheel=b,b.__name__=\"MouseWheel\",s.MouseWheel=b=a([o(\"wheel\")],b);let v=class extends y{};s.MouseMove=v,v.__name__=\"MouseMove\",s.MouseMove=v=a([o(\"mousemove\")],v);let E=class extends y{};s.MouseEnter=E,E.__name__=\"MouseEnter\",s.MouseEnter=E=a([o(\"mouseenter\")],E);let R=class extends y{};s.MouseLeave=R,R.__name__=\"MouseLeave\",s.MouseLeave=R=a([o(\"mouseleave\")],R);let M=class extends y{};s.Tap=M,M.__name__=\"Tap\",s.Tap=M=a([o(\"tap\")],M);let f=class extends y{};s.DoubleTap=f,f.__name__=\"DoubleTap\",s.DoubleTap=f=a([o(\"doubletap\")],f);let S=class extends y{};s.Press=S,S.__name__=\"Press\",s.Press=S=a([o(\"press\")],S);let D=class extends y{};s.PressUp=D,D.__name__=\"PressUp\",s.PressUp=D=a([o(\"pressup\")],D);let k=class extends y{};s.PanStart=k,k.__name__=\"PanStart\",s.PanStart=k=a([o(\"panstart\")],k);let L=class extends y{};s.PanEnd=L,L.__name__=\"PanEnd\",s.PanEnd=L=a([o(\"panend\")],L);let U=class extends y{};s.PinchStart=U,U.__name__=\"PinchStart\",s.PinchStart=U=a([o(\"pinchstart\")],U);let C=class extends y{};s.PinchEnd=C,C.__name__=\"PinchEnd\",s.PinchEnd=C=a([o(\"pinchend\")],C);let T=class extends y{};s.RotateStart=T,T.__name__=\"RotateStart\",s.RotateStart=T=a([o(\"rotatestart\")],T);let B=class extends y{};s.RotateEnd=B,B.__name__=\"RotateEnd\",s.RotateEnd=B=a([o(\"rotateend\")],B)},\n function _(t,e,n,l,o){\n /*!\n * jQuery Mousewheel 3.1.13\n *\n * Copyright jQuery Foundation and other contributors\n * Released under the MIT license\n * http://jquery.org/license\n */\n function u(t){const e=getComputedStyle(t).fontSize;return null!=e?parseInt(e,10):null}l(),n.getDeltaY=function(t){let e=-t.deltaY;if(t.target instanceof HTMLElement)switch(t.deltaMode){case t.DOM_DELTA_LINE:e*=(n=t.target,null!==(a=null!==(o=u(null!==(l=n.offsetParent)&&void 0!==l?l:document.body))&&void 0!==o?o:u(n))&&void 0!==a?a:16);break;case t.DOM_DELTA_PAGE:e*=function(t){return t.clientHeight}(t.target)}var n,l,o,a;return e}},\n function _(m,o,n,r,a){r(),a(\"Expression\",m(254).Expression),a(\"CustomJSExpr\",m(255).CustomJSExpr),a(\"Stack\",m(256).Stack),a(\"CumSum\",m(257).CumSum),a(\"ScalarExpression\",m(254).ScalarExpression),a(\"Minimum\",m(258).Minimum),a(\"Maximum\",m(259).Maximum);var s=m(260);a(\"XComponent\",s.XComponent),a(\"YComponent\",s.YComponent),a(\"PolarTransform\",m(261).PolarTransform)},\n function _(e,t,s,i,r){i();const n=e(53);class _ extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}v_compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._v_compute(e),this._result.set(e,t)),t}}s.Expression=_,_.__name__=\"Expression\";class o extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._compute(e),this._result.set(e,t)),t}}s.ScalarExpression=o,o.__name__=\"ScalarExpression\"},\n function _(e,s,t,n,r){var a;n();const o=e(14),c=e(254),i=e(24),u=e(9),l=e(13),h=e(34),g=e(8);class p extends c.Expression{constructor(e){super(e)}connect_signals(){super.connect_signals();for(const e of(0,l.values)(this.args))e instanceof o.HasProps&&e.change.connect((()=>{this._result.clear(),this.change.emit()}))}get names(){return(0,l.keys)(this.args)}get values(){return(0,l.values)(this.args)}get func(){const 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0!==n?n:0),o=e.data[this.field],r=this.include_zero?1:0;t[0]=this.include_zero?0:o[0];for(let e=1;e({field:[n],include_zero:[e,!1]})))},\n function _(i,n,l,t,e){var a;t();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var n,l;const t=null!==(n=i.data[this.field])&&void 0!==n?n:[];return Math.min(null!==(l=this.initial)&&void 0!==l?l:1/0,(0,r.min)(t))}}l.Minimum=s,a=s,s.__name__=\"Minimum\",a.define((({Number:i,String:n,Nullable:l})=>({field:[n],initial:[l(i),null]})))},\n function _(i,a,n,l,t){var e;l();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var a,n;const l=null!==(a=i.data[this.field])&&void 0!==a?a:[];return Math.max(null!==(n=this.initial)&&void 0!==n?n:-1/0,(0,r.max)(l))}}n.Maximum=s,e=s,s.__name__=\"Maximum\",e.define((({Number:i,String:a,Nullable:n})=>({field:[a],initial:[n(i),null]})))},\n function _(n,e,t,o,r){var s;o();const _=n(254);class m extends _.Expression{constructor(n){super(n)}get x(){return new c({transform:this})}get y(){return new u({transform:this})}}t.CoordinateTransform=m,m.__name__=\"CoordinateTransform\";class a extends _.Expression{constructor(n){super(n)}}t.XYComponent=a,s=a,a.__name__=\"XYComponent\",s.define((({Ref:n})=>({transform:[n(m)]})));class c extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).x}}t.XComponent=c,c.__name__=\"XComponent\";class u extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).y}}t.YComponent=u,u.__name__=\"YComponent\"},\n function _(r,t,n,e,o){e();const i=r(1);var a;const s=r(260),c=r(20),l=(0,i.__importStar)(r(18));class d extends s.CoordinateTransform{constructor(r){super(r)}_v_compute(r){const t=this.properties.radius.uniform(r),n=this.properties.angle.uniform(r),e=\"anticlock\"==this.direction?-1:1,o=Math.min(t.length,n.length),i=new Float64Array(o),a=new Float64Array(o);for(let r=0;r({radius:[l.DistanceSpec,{field:\"radius\"}],angle:[l.AngleSpec,{field:\"angle\"}],direction:[c.Direction,\"anticlock\"]})))},\n function _(e,t,l,r,i){r(),i(\"BooleanFilter\",e(263).BooleanFilter),i(\"CustomJSFilter\",e(264).CustomJSFilter),i(\"Filter\",e(191).Filter),i(\"GroupFilter\",e(265).GroupFilter),i(\"IndexFilter\",e(266).IndexFilter)},\n function _(e,n,l,o,s){var t;o();const a=e(191),r=e(24);class c extends a.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{booleans:l}=this;return null==l?r.Indices.all_set(n):r.Indices.from_booleans(n,l)}}l.BooleanFilter=c,t=c,c.__name__=\"BooleanFilter\",t.define((({Boolean:e,Array:n,Nullable:l})=>({booleans:[l(n(e)),null]})))},\n function _(e,n,r,s,t){var i;s();const o=e(191),c=e(24),u=e(13),a=e(8),l=e(34);class f extends o.Filter{constructor(e){super(e)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const e=(0,l.use_strict)(this.code);return new Function(...this.names,\"source\",e)}compute_indices(e){const n=e.length,r=this.func(...this.values,e);if(null==r)return c.Indices.all_set(n);if((0,a.isArrayOf)(r,a.isInteger))return c.Indices.from_indices(n,r);if((0,a.isArrayOf)(r,a.isBoolean))return c.Indices.from_booleans(n,r);throw new Error(`expect an array of integers or booleans, or null, got ${r}`)}}r.CustomJSFilter=f,i=f,f.__name__=\"CustomJSFilter\",i.define((({Unknown:e,String:n,Dict:r})=>({args:[r(e),{}],code:[n,\"\"]})))},\n function _(n,e,t,o,r){var u;o();const s=n(191),c=n(24),i=n(19);class l extends s.Filter{constructor(n){super(n)}compute_indices(n){const e=n.get_column(this.column_name);if(null==e)return i.logger.warn(`${this}: groupby column '${this.column_name}' not found in the data source`),new c.Indices(n.length,1);{const t=new c.Indices(n.length);for(let n=0;n({column_name:[n],group:[n]})))},\n function _(e,n,i,s,t){var l;s();const c=e(191),r=e(24);class d extends c.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{indices:i}=this;return null==i?r.Indices.all_set(n):r.Indices.from_indices(n,i)}}i.IndexFilter=d,l=d,d.__name__=\"IndexFilter\",l.define((({Int:e,Array:n,Nullable:i})=>({indices:[i(n(e)),null]})))},\n function _(e,a,l,i,t){i(),t(\"AnnularWedge\",e(268).AnnularWedge),t(\"Annulus\",e(269).Annulus),t(\"Arc\",e(270).Arc),t(\"Bezier\",e(271).Bezier),t(\"Circle\",e(272).Circle),t(\"Ellipse\",e(273).Ellipse),t(\"EllipseOval\",e(274).EllipseOval),t(\"Glyph\",e(179).Glyph),t(\"HArea\",e(187).HArea),t(\"HBar\",e(276).HBar),t(\"HexTile\",e(278).HexTile),t(\"Image\",e(279).Image),t(\"ImageRGBA\",e(281).ImageRGBA),t(\"ImageURL\",e(282).ImageURL),t(\"Line\",e(177).Line),t(\"MultiLine\",e(283).MultiLine),t(\"MultiPolygons\",e(284).MultiPolygons),t(\"Oval\",e(285).Oval),t(\"Patch\",e(186).Patch),t(\"Patches\",e(286).Patches),t(\"Quad\",e(287).Quad),t(\"Quadratic\",e(288).Quadratic),t(\"Ray\",e(289).Ray),t(\"Rect\",e(290).Rect),t(\"Scatter\",e(291).Scatter),t(\"Segment\",e(294).Segment),t(\"Spline\",e(295).Spline),t(\"Step\",e(297).Step),t(\"Text\",e(298).Text),t(\"VArea\",e(189).VArea),t(\"VBar\",e(299).VBar),t(\"Wedge\",e(300).Wedge)},\n function _(e,s,t,i,r){i();const n=e(1);var a;const _=e(178),o=e(184),d=e(48),u=e(24),h=e(20),c=(0,n.__importStar)(e(18)),l=e(10),g=e(72),p=e(12);class x extends _.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=(0,u.to_screen)(this.inner_radius),\"data\"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,u.to_screen)(this.outer_radius),this.max_souter_radius=(0,p.max)(this.souter_radius)}_render(e,s,t){const{sx:i,sy:r,start_angle:n,end_angle:a,sinner_radius:_,souter_radius:o}=null!=t?t:this,d=\"anticlock\"==this.model.direction;for(const t of s){const s=i[t],u=r[t],h=_[t],c=o[t],l=n.get(t),g=a.get(t);if(!isFinite(s+u+h+c+l+g))continue;const p=g-l;e.translate(s,u),e.rotate(l),e.beginPath(),e.moveTo(c,0),e.arc(0,0,c,0,p,d),e.rotate(p),e.lineTo(h,0),e.arc(0,0,h,0,-p,!d),e.closePath(),e.rotate(-p-l),e.translate(-s,-u),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t)}}_hit_point(e){const{sx:s,sy:t}=e,i=this.renderer.xscale.invert(s),r=this.renderer.yscale.invert(t),n=s-this.max_souter_radius,a=s+this.max_souter_radius,[_,o]=this.renderer.xscale.r_invert(n,a),d=t-this.max_souter_radius,u=t+this.max_souter_radius,[h,c]=this.renderer.yscale.r_invert(d,u),p=[];for(const e of this.index.indices({x0:_,x1:o,y0:h,y1:c})){const s=this.souter_radius[e]**2,t=this.sinner_radius[e]**2,[n,a]=this.renderer.xscale.r_compute(i,this._x[e]),[_,o]=this.renderer.yscale.r_compute(r,this._y[e]),d=(n-a)**2+(_-o)**2;d<=s&&d>=t&&p.push(e)}const x=\"anticlock\"==this.model.direction,m=[];for(const e of p){const i=Math.atan2(t-this.sy[e],s-this.sx[e]);(0,l.angle_between)(-i,-this.start_angle.get(e),-this.end_angle.get(e),x)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,o.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=(this.sinner_radius[e]+this.souter_radius[e])/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.AnnularWedgeView=x,x.__name__=\"AnnularWedgeView\";class m extends _.XYGlyph{constructor(e){super(e)}}t.AnnularWedge=m,a=m,m.__name__=\"AnnularWedge\",a.prototype.default_view=x,a.mixins([d.LineVector,d.FillVector,d.HatchVector]),a.define((({})=>({direction:[h.Direction,\"anticlock\"],inner_radius:[c.DistanceSpec,{field:\"inner_radius\"}],outer_radius:[c.DistanceSpec,{field:\"outer_radius\"}],start_angle:[c.AngleSpec,{field:\"start_angle\"}],end_angle:[c.AngleSpec,{field:\"end_angle\"}]})))},\n function _(s,e,i,r,t){r();const n=s(1);var a;const u=s(178),o=s(24),_=s(48),d=(0,n.__importStar)(s(18)),h=s(27),c=s(72);class l extends u.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=(0,o.to_screen)(this.inner_radius),\"data\"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,o.to_screen)(this.outer_radius)}_render(s,e,i){const{sx:r,sy:t,sinner_radius:n,souter_radius:a}=null!=i?i:this;for(const i of e){const e=r[i],u=t[i],o=n[i],_=a[i];if(isFinite(e+u+o+_)){if(s.beginPath(),h.is_ie)for(const i of[!1,!0])s.moveTo(e,u),s.arc(e,u,o,0,Math.PI,i),s.moveTo(e+_,u),s.arc(e,u,_,Math.PI,0,!i);else s.arc(e,u,o,0,2*Math.PI,!0),s.moveTo(e+_,u),s.arc(e,u,_,2*Math.PI,0,!1);this.visuals.fill.apply(s,i),this.visuals.hatch.apply(s,i),this.visuals.line.apply(s,i)}}}_hit_point(s){const{sx:e,sy:i}=s,r=this.renderer.xscale.invert(e),t=this.renderer.yscale.invert(i);let n,a,u,o;if(\"data\"==this.model.properties.outer_radius.units)n=r-this.max_outer_radius,u=r+this.max_outer_radius,a=t-this.max_outer_radius,o=t+this.max_outer_radius;else{const s=e-this.max_outer_radius,r=e+this.max_outer_radius;[n,u]=this.renderer.xscale.r_invert(s,r);const t=i-this.max_outer_radius,_=i+this.max_outer_radius;[a,o]=this.renderer.yscale.r_invert(t,_)}const _=[];for(const s of this.index.indices({x0:n,x1:u,y0:a,y1:o})){const e=this.souter_radius[s]**2,i=this.sinner_radius[s]**2,[n,a]=this.renderer.xscale.r_compute(r,this._x[s]),[u,o]=this.renderer.yscale.r_compute(t,this._y[s]),d=(n-a)**2+(u-o)**2;d<=e&&d>=i&&_.push(s)}return new c.Selection({indices:_})}draw_legend_for_index(s,{x0:e,y0:i,x1:r,y1:t},n){const a=n+1,u=new Array(a);u[n]=(e+r)/2;const o=new Array(a);o[n]=(i+t)/2;const _=.5*Math.min(Math.abs(r-e),Math.abs(t-i)),d=new Array(a);d[n]=.4*_;const h=new Array(a);h[n]=.8*_,this._render(s,[n],{sx:u,sy:o,sinner_radius:d,souter_radius:h})}}i.AnnulusView=l,l.__name__=\"AnnulusView\";class x extends u.XYGlyph{constructor(s){super(s)}}i.Annulus=x,a=x,x.__name__=\"Annulus\",a.prototype.default_view=l,a.mixins([_.LineVector,_.FillVector,_.HatchVector]),a.define((({})=>({inner_radius:[d.DistanceSpec,{field:\"inner_radius\"}],outer_radius:[d.DistanceSpec,{field:\"outer_radius\"}]})))},\n function _(e,i,s,t,n){t();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),_=e(24),o=e(20),u=(0,r.__importStar)(e(18));class h extends c.XYGlyphView{_map_data(){\"data\"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,_.to_screen)(this.radius)}_render(e,i,s){if(this.visuals.line.doit){const{sx:t,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=s?s:this,d=\"anticlock\"==this.model.direction;for(const s of i){const i=t[s],l=n[s],_=r[s],o=a.get(s),u=c.get(s);isFinite(i+l+_+o+u)&&(e.beginPath(),e.arc(i,l,_,o,u,d),this.visuals.line.set_vectorize(e,s),e.stroke())}}}draw_legend_for_index(e,i,s){(0,d.generic_line_vector_legend)(this.visuals,e,i,s)}}s.ArcView=h,h.__name__=\"ArcView\";class g extends c.XYGlyph{constructor(e){super(e)}}s.Arc=g,a=g,g.__name__=\"Arc\",a.prototype.default_view=h,a.mixins(l.LineVector),a.define((({})=>({direction:[o.Direction,\"anticlock\"],radius:[u.DistanceSpec,{field:\"radius\"}],start_angle:[u.AngleSpec,{field:\"start_angle\"}],end_angle:[u.AngleSpec,{field:\"end_angle\"}]})))},\n function _(e,t,i,n,s){n();const o=e(1);var c;const r=e(48),a=e(179),_=e(184),d=e(78),l=(0,o.__importStar)(e(18));function x(e,t,i,n,s,o,c,r){const a=[],_=[[],[]];for(let _=0;_<=2;_++){let d,l,x;if(0===_?(l=6*e-12*i+6*s,d=-3*e+9*i-9*s+3*c,x=3*i-3*e):(l=6*t-12*n+6*o,d=-3*t+9*n-9*o+3*r,x=3*n-3*t),Math.abs(d)<1e-12){if(Math.abs(l)<1e-12)continue;const e=-x/l;0({x0:[l.XCoordinateSpec,{field:\"x0\"}],y0:[l.YCoordinateSpec,{field:\"y0\"}],x1:[l.XCoordinateSpec,{field:\"x1\"}],y1:[l.YCoordinateSpec,{field:\"y1\"}],cx0:[l.XCoordinateSpec,{field:\"cx0\"}],cy0:[l.YCoordinateSpec,{field:\"cy0\"}],cx1:[l.XCoordinateSpec,{field:\"cx1\"}],cy1:[l.YCoordinateSpec,{field:\"cy1\"}]}))),c.mixins(r.LineVector)},\n function _(s,i,e,t,r){t();const a=s(1);var n;const h=s(178),d=s(48),l=s(24),_=s(20),c=(0,a.__importStar)(s(185)),u=(0,a.__importStar)(s(18)),o=s(9),x=s(12),m=s(72);class p extends h.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:i}=this.renderer.plot_view.canvas_view;if(null!=i&&i.regl_wrapper.has_webgl){const{CircleGL:e}=await Promise.resolve().then((()=>(0,a.__importStar)(s(423))));this.glglyph=new e(i.regl_wrapper,this)}}get use_radius(){return!(this.radius.is_Scalar()&&isNaN(this.radius.value))}_set_data(s){super._set_data(s);const i=(()=>{if(this.use_radius)return 2*this.max_radius;{const{size:s}=this;return s.is_Scalar()?s.value:(0,x.max)(s.array)}})();this._configure(\"max_size\",{value:i})}_map_data(){if(this.use_radius)if(\"data\"==this.model.properties.radius.units)switch(this.model.radius_dimension){case\"x\":this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius);break;case\"y\":this.sradius=this.sdist(this.renderer.yscale,this._y,this.radius);break;case\"max\":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.max(s,i[e])));break}case\"min\":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.min(s,i[e])));break}}else this.sradius=(0,l.to_screen)(this.radius);else{const s=l.ScreenArray.from(this.size);this.sradius=(0,x.map)(s,(s=>s/2))}}_mask_data(){const{frame:s}=this.renderer.plot_view,i=s.x_target,e=s.y_target;let t,r;return this.use_radius&&\"data\"==this.model.properties.radius.units?(t=i.map((s=>this.renderer.xscale.invert(s))).widen(this.max_radius),r=e.map((s=>this.renderer.yscale.invert(s))).widen(this.max_radius)):(t=i.widen(this.max_size).map((s=>this.renderer.xscale.invert(s))),r=e.widen(this.max_size).map((s=>this.renderer.yscale.invert(s)))),this.index.indices({x0:t.start,x1:t.end,y0:r.start,y1:r.end})}_render(s,i,e){const{sx:t,sy:r,sradius:a}=null!=e?e:this;for(const e of i){const i=t[e],n=r[e],h=a[e];isFinite(i+n+h)&&(s.beginPath(),s.arc(i,n,h,0,2*Math.PI,!1),this.visuals.fill.apply(s,e),this.visuals.hatch.apply(s,e),this.visuals.line.apply(s,e))}}_hit_point(s){const{sx:i,sy:e}=s,t=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e),{hit_dilation:a}=this.model;let n,h,d,l;if(this.use_radius&&\"data\"==this.model.properties.radius.units)n=t-this.max_radius*a,h=t+this.max_radius*a,d=r-this.max_radius*a,l=r+this.max_radius*a;else{const s=i-this.max_size*a,t=i+this.max_size*a;[n,h]=this.renderer.xscale.r_invert(s,t);const r=e-this.max_size*a,_=e+this.max_size*a;[d,l]=this.renderer.yscale.r_invert(r,_)}const _=this.index.indices({x0:n,x1:h,y0:d,y1:l}),c=[];if(this.use_radius&&\"data\"==this.model.properties.radius.units)for(const s of _){const i=(this.sradius[s]*a)**2,[e,n]=this.renderer.xscale.r_compute(t,this._x[s]),[h,d]=this.renderer.yscale.r_compute(r,this._y[s]);(e-n)**2+(h-d)**2<=i&&c.push(s)}else for(const s of _){const t=(this.sradius[s]*a)**2;(this.sx[s]-i)**2+(this.sy[s]-e)**2<=t&&c.push(s)}return new m.Selection({indices:c})}_hit_span(s){const{sx:i,sy:e}=s,t=this.bounds();let r,a,n,h;if(\"h\"==s.direction){let s,e;if(n=t.y0,h=t.y1,this.use_radius&&\"data\"==this.model.properties.radius.units)s=i-this.max_radius,e=i+this.max_radius,[r,a]=this.renderer.xscale.r_invert(s,e);else{const t=this.max_size/2;s=i-t,e=i+t,[r,a]=this.renderer.xscale.r_invert(s,e)}}else{let s,i;if(r=t.x0,a=t.x1,this.use_radius&&\"data\"==this.model.properties.radius.units)s=e-this.max_radius,i=e+this.max_radius,[n,h]=this.renderer.yscale.r_invert(s,i);else{const t=this.max_size/2;s=e-t,i=e+t,[n,h]=this.renderer.yscale.r_invert(s,i)}}const d=[...this.index.indices({x0:r,x1:a,y0:n,y1:h})];return new m.Selection({indices:d})}_hit_rect(s){const{sx0:i,sx1:e,sy0:t,sy1:r}=s,[a,n]=this.renderer.xscale.r_invert(i,e),[h,d]=this.renderer.yscale.r_invert(t,r),l=[...this.index.indices({x0:a,x1:n,y0:h,y1:d})];return new m.Selection({indices:l})}_hit_poly(s){const{sx:i,sy:e}=s,t=(0,o.range)(0,this.sx.length),r=[];for(let s=0,a=t.length;s({angle:[u.AngleSpec,0],size:[u.ScreenSizeSpec,{value:4}],radius:[u.NullDistanceSpec,null],radius_dimension:[_.RadiusDimension,\"x\"],hit_dilation:[s,1]})))},\n function _(e,l,s,i,_){var p;i();const t=e(274);class a extends t.EllipseOvalView{}s.EllipseView=a,a.__name__=\"EllipseView\";class n extends t.EllipseOval{constructor(e){super(e)}}s.Ellipse=n,p=n,n.__name__=\"Ellipse\",p.prototype.default_view=a},\n function _(t,s,e,i,h){i();const n=t(1),r=t(275),a=(0,n.__importStar)(t(185)),l=t(24),_=t(72),o=(0,n.__importStar)(t(18));class d extends r.CenterRotatableView{_map_data(){\"data\"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.width,\"center\"):this.sw=(0,l.to_screen)(this.width),\"data\"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.height,\"center\"):this.sh=(0,l.to_screen)(this.height)}_render(t,s,e){const{sx:i,sy:h,sw:n,sh:r,angle:a}=null!=e?e:this;for(const e of s){const s=i[e],l=h[e],_=n[e],o=r[e],d=a.get(e);isFinite(s+l+_+o+d)&&(t.beginPath(),t.ellipse(s,l,_/2,o/2,d,0,2*Math.PI),this.visuals.fill.apply(t,e),this.visuals.hatch.apply(t,e),this.visuals.line.apply(t,e))}}_hit_point(t){let s,e,i,h,n,r,l,o,d;const{sx:c,sy:p}=t,w=this.renderer.xscale.invert(c),x=this.renderer.yscale.invert(p);\"data\"==this.model.properties.width.units?(s=w-this.max_width,e=w+this.max_width):(r=c-this.max_width,l=c+this.max_width,[s,e]=this.renderer.xscale.r_invert(r,l)),\"data\"==this.model.properties.height.units?(i=x-this.max_height,h=x+this.max_height):(o=p-this.max_height,d=p+this.max_height,[i,h]=this.renderer.yscale.r_invert(o,d));const m=this.index.indices({x0:s,x1:e,y0:i,y1:h}),y=[];for(const t of m)n=a.point_in_ellipse(c,p,this.angle.get(t),this.sh[t]/2,this.sw[t]/2,this.sx[t],this.sy[t]),n&&y.push(t);return new _.Selection({indices:y})}draw_legend_for_index(t,{x0:s,y0:e,x1:i,y1:h},n){const r=n+1,a=new Array(r);a[n]=(s+i)/2;const l=new Array(r);l[n]=(e+h)/2;const _=this.sw[n]/this.sh[n],d=.8*Math.min(Math.abs(i-s),Math.abs(h-e)),c=new Array(r),p=new Array(r);_>1?(c[n]=d,p[n]=d/_):(c[n]=d*_,p[n]=d);const w=new o.UniformScalar(0,r);this._render(t,[n],{sx:a,sy:l,sw:c,sh:p,angle:w})}}e.EllipseOvalView=d,d.__name__=\"EllipseOvalView\";class c extends r.CenterRotatable{constructor(t){super(t)}}e.EllipseOval=c,c.__name__=\"EllipseOval\"},\n function _(e,t,i,a,n){a();const s=e(1);var r;const h=e(178),o=e(48),_=(0,s.__importStar)(e(18));class c extends h.XYGlyphView{get max_w2(){return\"data\"==this.model.properties.width.units?this.max_width/2:0}get max_h2(){return\"data\"==this.model.properties.height.units?this.max_height/2:0}_bounds({x0:e,x1:t,y0:i,y1:a}){const{max_w2:n,max_h2:s}=this;return{x0:e-n,x1:t+n,y0:i-s,y1:a+s}}}i.CenterRotatableView=c,c.__name__=\"CenterRotatableView\";class l extends h.XYGlyph{constructor(e){super(e)}}i.CenterRotatable=l,r=l,l.__name__=\"CenterRotatable\",r.mixins([o.LineVector,o.FillVector,o.HatchVector]),r.define((({})=>({angle:[_.AngleSpec,0],width:[_.DistanceSpec,{field:\"width\"}],height:[_.DistanceSpec,{field:\"height\"}]})))},\n function _(t,e,s,i,r){i();const h=t(1);var a;const n=t(277),_=t(24),o=(0,h.__importStar)(t(18));class l extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[(this.sleft[t]+this.sright[t])/2,this.sy[t]]}_lrtb(t){const e=this._left[t],s=this._right[t],i=this._y[t],r=this.height.get(t)/2;return[Math.min(e,s),Math.max(e,s),i+r,i-r]}_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 _.ScreenArray(t),this.sbottom=new _.ScreenArray(t);for(let e=0;e({left:[o.XCoordinateSpec,{value:0}],y:[o.YCoordinateSpec,{field:\"y\"}],height:[o.NumberSpec,{value:1}],right:[o.XCoordinateSpec,{field:\"right\"}]})))},\n function _(t,e,s,r,i){var n;r();const a=t(48),h=t(179),o=t(184),c=t(72);class _ extends h.GlyphView{get_anchor_point(t,e,s){const r=Math.min(this.sleft[e],this.sright[e]),i=Math.max(this.sright[e],this.sleft[e]),n=Math.min(this.stop[e],this.sbottom[e]),a=Math.max(this.sbottom[e],this.stop[e]);switch(t){case\"top_left\":return{x:r,y:n};case\"top\":case\"top_center\":return{x:(r+i)/2,y:n};case\"top_right\":return{x:i,y:n};case\"bottom_left\":return{x:r,y:a};case\"bottom\":case\"bottom_center\":return{x:(r+i)/2,y:a};case\"bottom_right\":return{x:i,y:a};case\"left\":case\"center_left\":return{x:r,y:(n+a)/2};case\"center\":case\"center_center\":return{x:(r+i)/2,y:(n+a)/2};case\"right\":case\"center_right\":return{x:i,y:(n+a)/2}}}_index_data(t){const{min:e,max:s}=Math,{data_size:r}=this;for(let i=0;i(0,n.__importStar)(e(425))));this.glglyph=new s(t.regl_wrapper,this)}}scenterxy(e){return[this.sx[e],this.sy[e]]}_set_data(){const{orientation:e,size:t,aspect_scale:s}=this.model,{q:i,r}=this,n=this.q.length;this._x=new Float64Array(n),this._y=new Float64Array(n);const{_x:a,_y:l}=this,o=Math.sqrt(3);if(\"pointytop\"==e)for(let e=0;e({r:[c.NumberSpec,{field:\"r\"}],q:[c.NumberSpec,{field:\"q\"}],scale:[c.NumberSpec,1],size:[e,1],aspect_scale:[e,1],orientation:[_.HexTileOrientation,\"pointytop\"]}))),a.override({line_color:null})},\n function _(e,a,t,_,r){var n;_();const s=e(280),o=e(173),i=e(201);class p extends s.ImageBaseView{connect_signals(){super.connect_signals(),this.connect(this.model.color_mapper.change,(()=>this._update_image()))}_update_image(){null!=this.image_data&&(this._set_data(null),this.renderer.request_render())}_flat_img_to_buf8(e){return this.model.color_mapper.rgba_mapper.v_compute(e)}}t.ImageView=p,p.__name__=\"ImageView\";class m extends s.ImageBase{constructor(e){super(e)}}t.Image=m,n=m,m.__name__=\"Image\",n.prototype.default_view=p,n.define((({Ref:e})=>({color_mapper:[e(o.ColorMapper),()=>new i.LinearColorMapper({palette:[\"#000000\",\"#252525\",\"#525252\",\"#737373\",\"#969696\",\"#bdbdbd\",\"#d9d9d9\",\"#f0f0f0\",\"#ffffff\"]})]})))},\n function _(e,t,i,s,a){s();const h=e(1);var n;const r=e(178),_=e(24),d=(0,h.__importStar)(e(18)),l=e(72),g=e(9),o=e(29),c=e(11);class m extends r.XYGlyphView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_render(e,t,i){const{image_data:s,sx:a,sy:h,sw:n,sh:r,global_alpha:_}=null!=i?i:this,d=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1);const l=_.is_Scalar();l&&(e.globalAlpha=_.value);for(const i of t){const t=s[i],_=a[i],d=h[i],g=n[i],o=r[i],c=this.global_alpha.get(i);if(null==t||!isFinite(_+d+g+o+c))continue;l||(e.globalAlpha=c);const m=d;e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(t,0|_,0|d,g,o),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}e.setImageSmoothingEnabled(d)}_set_data(e){this._set_width_heigh_data();for(let t=0,i=this.image.length;t({image:[d.NDArraySpec,{field:\"image\"}],dw:[d.DistanceSpec,{field:\"dw\"}],dh:[d.DistanceSpec,{field:\"dh\"}],global_alpha:[d.NumberSpec,{value:1}],dilate:[e,!1]})))},\n function _(e,a,t,r,_){var n;r();const s=e(280),m=e(8);class i extends s.ImageBaseView{_flat_img_to_buf8(e){let a;return a=(0,m.isArray)(e)?new Uint32Array(e):e,new Uint8ClampedArray(a.buffer)}}t.ImageRGBAView=i,i.__name__=\"ImageRGBAView\";class g extends s.ImageBase{constructor(e){super(e)}}t.ImageRGBA=g,n=g,g.__name__=\"ImageRGBA\",n.prototype.default_view=i},\n function _(e,t,s,r,a){r();const i=e(1);var n;const o=e(178),c=e(24),_=e(20),h=(0,i.__importStar)(e(18)),l=e(12),d=e(136);class m extends o.XYGlyphView{constructor(){super(...arguments),this._images_rendered=!1,this._set_data_iteration=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_index_data(e){const{data_size:t}=this;for(let s=0;s{this._set_data_iteration==r&&(this.image[a]=e,this.renderer.request_render())},attempts:t+1,timeout:s})}const a=\"data\"==this.model.properties.w.units,i=\"data\"==this.model.properties.h.units,n=this._x.length,o=new c.ScreenArray(a?2*n:n),_=new c.ScreenArray(i?2*n:n),{anchor:h}=this.model;function m(e,t){switch(h){case\"top_left\":case\"bottom_left\":case\"left\":case\"center_left\":return[e,e+t];case\"top\":case\"top_center\":case\"bottom\":case\"bottom_center\":case\"center\":case\"center_center\":return[e-t/2,e+t/2];case\"top_right\":case\"bottom_right\":case\"right\":case\"center_right\":return[e-t,e]}}function g(e,t){switch(h){case\"top_left\":case\"top\":case\"top_center\":case\"top_right\":return[e,e-t];case\"bottom_left\":case\"bottom\":case\"bottom_center\":case\"bottom_right\":return[e+t,e];case\"left\":case\"center_left\":case\"center\":case\"center_center\":case\"right\":case\"center_right\":return[e+t/2,e-t/2]}}if(a)for(let e=0;e({url:[h.StringSpec,{field:\"url\"}],anchor:[_.Anchor,\"top_left\"],global_alpha:[h.NumberSpec,{value:1}],angle:[h.AngleSpec,0],w:[h.NullDistanceSpec,null],h:[h.NullDistanceSpec,null],dilate:[e,!1],retry_attempts:[t,0],retry_timeout:[t,0]})))},\n function _(e,t,s,i,n){i();const o=e(1);var r;const l=e(78),_=e(48),c=(0,o.__importStar)(e(185)),h=(0,o.__importStar)(e(18)),a=e(12),d=e(13),x=e(179),y=e(184),g=e(72);class p extends x.GlyphView{_project_data(){l.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s0&&o.set(e,s)}return new g.Selection({indices:[...o.keys()],multiline_indices:(0,d.to_object)(o)})}get_interpolation_hit(e,t,s){const i=this._xs.get(e),n=this._ys.get(e),o=i[t],r=n[t],l=i[t+1],_=n[t+1];return(0,y.line_interpolation)(this.renderer,s,o,r,l,_)}draw_legend_for_index(e,t,s){(0,y.generic_line_vector_legend)(this.visuals,e,t,s)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}s.MultiLineView=p,p.__name__=\"MultiLineView\";class u extends x.Glyph{constructor(e){super(e)}}s.MultiLine=u,r=u,u.__name__=\"MultiLine\",r.prototype.default_view=p,r.define((({})=>({xs:[h.XCoordinateSeqSpec,{field:\"xs\"}],ys:[h.YCoordinateSeqSpec,{field:\"ys\"}]}))),r.mixins(_.LineVector)},\n function _(t,e,s,n,i){n();const o=t(1);var r;const l=t(181),h=t(179),a=t(184),_=t(12),c=t(12),d=t(48),x=(0,o.__importStar)(t(185)),y=(0,o.__importStar)(t(18)),f=t(72),g=t(11);class p extends h.GlyphView{_project_data(){}_index_data(t){const{min:e,max:s}=Math,{data_size:n}=this;for(let i=0;i1&&c.length>1)for(let s=1,n=i.length;s1){let r=!1;for(let t=1;t({xs:[y.XCoordinateSeqSeqSeqSpec,{field:\"xs\"}],ys:[y.YCoordinateSeqSeqSeqSpec,{field:\"ys\"}]}))),r.mixins([d.LineVector,d.FillVector,d.HatchVector])},\n function _(a,e,l,s,_){var t;s();const i=a(274),n=a(12);class p extends i.EllipseOvalView{_map_data(){super._map_data(),(0,n.mul)(this.sw,.75)}}l.OvalView=p,p.__name__=\"OvalView\";class v extends i.EllipseOval{constructor(a){super(a)}}l.Oval=v,t=v,v.__name__=\"Oval\",t.prototype.default_view=p},\n function _(e,t,s,i,n){i();const r=e(1);var a;const o=e(179),c=e(184),_=e(12),h=e(48),l=(0,r.__importStar)(e(185)),d=(0,r.__importStar)(e(18)),y=e(72),p=e(11),x=e(78);class f extends o.GlyphView{_project_data(){x.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s({xs:[d.XCoordinateSeqSpec,{field:\"xs\"}],ys:[d.YCoordinateSeqSpec,{field:\"ys\"}]}))),a.mixins([h.LineVector,h.FillVector,h.HatchVector])},\n function _(t,e,i,o,r){o();const s=t(1);var a;const n=t(277),l=(0,s.__importStar)(t(18));class _ extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:i}=await Promise.resolve().then((()=>(0,s.__importStar)(t(427))));this.glglyph=new i(e.regl_wrapper,this)}}scenterxy(t){return[this.sleft[t]/2+this.sright[t]/2,this.stop[t]/2+this.sbottom[t]/2]}_lrtb(t){return[this._left[t],this._right[t],this._top[t],this._bottom[t]]}}i.QuadView=_,_.__name__=\"QuadView\";class p extends n.Box{constructor(t){super(t)}}i.Quad=p,a=p,p.__name__=\"Quad\",a.prototype.default_view=_,a.define((({})=>({right:[l.XCoordinateSpec,{field:\"right\"}],bottom:[l.YCoordinateSpec,{field:\"bottom\"}],left:[l.XCoordinateSpec,{field:\"left\"}],top:[l.YCoordinateSpec,{field:\"top\"}]})))},\n function _(e,t,i,n,s){n();const c=e(1);var o;const r=e(48),a=e(78),_=e(179),d=e(184),l=(0,c.__importStar)(e(18));function x(e,t,i){if(t==(e+i)/2)return[e,i];{const n=(e-t)/(e-2*t+i),s=e*(1-n)**2+2*t*(1-n)*n+i*n**2;return[Math.min(e,i,s),Math.max(e,i,s)]}}class y extends _.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{_x0:t,_x1:i,_y0:n,_y1:s,_cx:c,_cy:o,data_size:r}=this;for(let a=0;a({x0:[l.XCoordinateSpec,{field:\"x0\"}],y0:[l.YCoordinateSpec,{field:\"y0\"}],x1:[l.XCoordinateSpec,{field:\"x1\"}],y1:[l.YCoordinateSpec,{field:\"y1\"}],cx:[l.XCoordinateSpec,{field:\"cx\"}],cy:[l.YCoordinateSpec,{field:\"cy\"}]}))),o.mixins(r.LineVector)},\n function _(e,t,s,i,n){i();const l=e(1);var a;const r=e(178),o=e(184),h=e(48),_=e(24),c=(0,l.__importStar)(e(18));class g extends r.XYGlyphView{_map_data(){\"data\"==this.model.properties.length.units?this.slength=this.sdist(this.renderer.xscale,this._x,this.length):this.slength=(0,_.to_screen)(this.length);const{width:e,height:t}=this.renderer.plot_view.frame.bbox,s=2*(e+t),{slength:i}=this;for(let e=0,t=i.length;e({length:[c.DistanceSpec,0],angle:[c.AngleSpec,0]})))},\n function _(t,e,s,i,r){var n,h=this&&this.__createBinding||(Object.create?function(t,e,s,i){void 0===i&&(i=s),Object.defineProperty(t,i,{enumerable:!0,get:function(){return e[s]}})}:function(t,e,s,i){void 0===i&&(i=s),t[i]=e[s]}),a=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,\"default\",{enumerable:!0,value:e})}:function(t,e){t.default=e}),l=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var s in t)\"default\"!==s&&Object.prototype.hasOwnProperty.call(t,s)&&h(e,t,s);return a(e,t),e};i();const o=t(275),c=t(184),_=t(24),d=t(12),f=t(72);class y extends o.CenterRotatableView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null==e?void 0:e.regl_wrapper.has_webgl){const{RectGL:s}=await Promise.resolve().then((()=>l(t(429))));this.glglyph=new s(e.regl_wrapper,this)}}_map_data(){if(\"data\"==this.model.properties.width.units)[this.sw,this.sx0]=this._map_dist_corner_for_data_side_length(this._x,this.width,this.renderer.xscale);else{this.sw=(0,_.to_screen)(this.width);const t=this.sx.length;this.sx0=new _.ScreenArray(t);for(let e=0;e({dilate:[t,!1]})))},\n function _(e,t,r,a,s){a();const i=e(1);var n;const l=e(292),_=e(293),c=(0,i.__importStar)(e(18));class o extends l.MarkerView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{MultiMarkerGL:r}=await Promise.resolve().then((()=>(0,i.__importStar)(e(428))));this.glglyph=new r(t.regl_wrapper,this)}}_render(e,t,r){const{sx:a,sy:s,size:i,angle:n,marker:l}=null!=r?r:this;for(const r of t){const t=a[r],c=s[r],o=i.get(r),g=n.get(r),w=l.get(r);if(!isFinite(t+c+o+g)||null==w)continue;const p=o/2;e.beginPath(),e.translate(t,c),g&&e.rotate(g),_.marker_funcs[w](e,r,p,this.visuals),g&&e.rotate(-g),e.translate(-t,-c)}}draw_legend_for_index(e,{x0:t,x1:r,y0:a,y1:s},i){const n=i+1,l=this.marker.get(i),_=Object.assign(Object.assign({},this._get_legend_args({x0:t,x1:r,y0:a,y1:s},i)),{marker:new c.UniformScalar(l,n)});this._render(e,[i],_)}}r.ScatterView=o,o.__name__=\"ScatterView\";class g extends l.Marker{constructor(e){super(e)}}r.Scatter=g,n=g,g.__name__=\"Scatter\",n.prototype.default_view=o,n.define((()=>({marker:[c.MarkerSpec,{value:\"circle\"}]})))},\n function _(e,t,s,n,i){n();const r=e(1);var a;const c=e(178),o=e(48),_=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),l=e(9),x=e(72);class d extends c.XYGlyphView{_render(e,t,s){const{sx:n,sy:i,size:r,angle:a}=null!=s?s:this;for(const s of t){const t=n[s],c=i[s],o=r.get(s),_=a.get(s);if(!isFinite(t+c+o+_))continue;const h=o/2;e.beginPath(),e.translate(t,c),_&&e.rotate(_),this._render_one(e,s,h,this.visuals),_&&e.rotate(-_),e.translate(-t,-c)}}_mask_data(){const{x_target:e,y_target:t}=this.renderer.plot_view.frame,s=e.widen(this.max_size).map((e=>this.renderer.xscale.invert(e))),n=t.widen(this.max_size).map((e=>this.renderer.yscale.invert(e)));return this.index.indices({x0:s.start,x1:s.end,y0:n.start,y1:n.end})}_hit_point(e){const{sx:t,sy:s}=e,{max_size:n}=this,{hit_dilation:i}=this.model,r=t-n*i,a=t+n*i,[c,o]=this.renderer.xscale.r_invert(r,a),_=s-n*i,h=s+n*i,[l,d]=this.renderer.yscale.r_invert(_,h),y=this.index.indices({x0:c,x1:o,y0:l,y1:d}),g=[];for(const e of y){const n=this.size.get(e)/2*i;Math.abs(this.sx[e]-t)<=n&&Math.abs(this.sy[e]-s)<=n&&g.push(e)}return new x.Selection({indices:g})}_hit_span(e){const{sx:t,sy:s}=e,n=this.bounds(),i=this.max_size/2;let r,a,c,o;if(\"h\"==e.direction){c=n.y0,o=n.y1;const e=t-i,s=t+i;[r,a]=this.renderer.xscale.r_invert(e,s)}else{r=n.x0,a=n.x1;const e=s-i,t=s+i;[c,o]=this.renderer.yscale.r_invert(e,t)}const _=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_rect(e){const{sx0:t,sx1:s,sy0:n,sy1:i}=e,[r,a]=this.renderer.xscale.r_invert(t,s),[c,o]=this.renderer.yscale.r_invert(n,i),_=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_poly(e){const{sx:t,sy:s}=e,n=(0,l.range)(0,this.sx.length),i=[];for(let e=0,r=n.length;e({size:[h.ScreenSizeSpec,{value:4}],angle:[h.AngleSpec,0],hit_dilation:[e,1]})))},\n function _(l,o,n,t,i){t();const e=Math.sqrt(3),a=Math.sqrt(5),c=(a+1)/4,p=Math.sqrt((5-a)/8),r=(a-1)/4,h=Math.sqrt((5+a)/8);function u(l,o){l.rotate(Math.PI/4),s(l,o),l.rotate(-Math.PI/4)}function f(l,o){const n=o*e,t=n/3;l.moveTo(-n/2,-t),l.lineTo(0,0),l.lineTo(n/2,-t),l.lineTo(0,0),l.lineTo(0,o)}function s(l,o){l.moveTo(0,o),l.lineTo(0,-o),l.moveTo(-o,0),l.lineTo(o,0)}function T(l,o){l.moveTo(0,o),l.lineTo(o/1.5,0),l.lineTo(0,-o),l.lineTo(-o/1.5,0),l.closePath()}function y(l,o){const n=o*e,t=n/3;l.moveTo(-o,t),l.lineTo(o,t),l.lineTo(0,t-n),l.closePath()}function v(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function d(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function _(l,o,n,t){!function(l,o){l.beginPath(),l.arc(0,0,o/4,0,2*Math.PI,!1),l.closePath()}(l,n),t.line.set_vectorize(l,o),l.fillStyle=l.strokeStyle,l.fill()}function P(l,o,n,t){!function(l,o){const n=o/2,t=e*n;l.moveTo(o,0),l.lineTo(n,-t),l.lineTo(-n,-t),l.lineTo(-o,0),l.lineTo(-n,t),l.lineTo(n,t),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function m(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function q(l,o,n,t){!function(l,o){const n=Math.sqrt(5-2*a)*o;l.moveTo(0,-o),l.lineTo(n*r,n*h-o),l.lineTo(n*(1+r),n*h-o),l.lineTo(n*(1+r-c),n*(h+p)-o),l.lineTo(n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(0,2*n*h-o),l.lineTo(-n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(-n*(1+r-c),n*(h+p)-o),l.lineTo(-n*(1+r),n*h-o),l.lineTo(-n*r,n*h-o),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function M(l,o,n,t){y(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}n.marker_funcs={asterisk:function(l,o,n,t){s(l,n),u(l,n),t.line.apply(l,o)},circle:v,circle_cross:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},circle_dot:function(l,o,n,t){v(l,o,n,t),_(l,o,n,t)},circle_y:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),f(l,n),l.stroke())},circle_x:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),u(l,n),l.stroke())},cross:function(l,o,n,t){s(l,n),t.line.apply(l,o)},diamond:d,diamond_dot:function(l,o,n,t){d(l,o,n,t),_(l,o,n,t)},diamond_cross:function(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(0,n),l.lineTo(0,-n),l.moveTo(-n/1.5,0),l.lineTo(n/1.5,0),l.stroke())},dot:_,hex:P,hex_dot:function(l,o,n,t){P(l,o,n,t),_(l,o,n,t)},inverted_triangle:function(l,o,n,t){l.rotate(Math.PI),y(l,n),l.rotate(-Math.PI),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},plus:function(l,o,n,t){const i=3*n/8,e=[i,i,n,n,i,i,-i,-i,-n,-n,-i,-i],a=[n,i,i,-i,-i,-n,-n,-i,-i,i,i,n];l.beginPath();for(let o=0;o<12;o++)l.lineTo(e[o],a[o]);l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square:m,square_cross:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},square_dot:function(l,o,n,t){m(l,o,n,t),_(l,o,n,t)},square_pin:function(l,o,n,t){const i=3*n/8;l.moveTo(-n,-n),l.quadraticCurveTo(0,-i,n,-n),l.quadraticCurveTo(i,0,n,n),l.quadraticCurveTo(0,i,-n,n),l.quadraticCurveTo(-i,0,-n,-n),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square_x:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(-n,n),l.lineTo(n,-n),l.moveTo(-n,-n),l.lineTo(n,n),l.stroke())},star:q,star_dot:function(l,o,n,t){q(l,o,n,t),_(l,o,n,t)},triangle:M,triangle_dot:function(l,o,n,t){M(l,o,n,t),_(l,o,n,t)},triangle_pin:function(l,o,n,t){const i=n*e,a=i/3,c=3*a/8;l.moveTo(-n,a),l.quadraticCurveTo(0,c,n,a),l.quadraticCurveTo(e*c/2,c/2,0,a-i),l.quadraticCurveTo(-e*c/2,c/2,-n,a),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},dash:function(l,o,n,t){!function(l,o){l.moveTo(-o,0),l.lineTo(o,0)}(l,n),t.line.apply(l,o)},x:function(l,o,n,t){u(l,n),t.line.apply(l,o)},y:function(l,o,n,t){f(l,n),t.line.apply(l,o)}}},\n function _(e,t,s,i,n){i();const r=e(1);var o;const _=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),c=e(48),a=e(78),d=e(179),x=e(184),l=e(72);class y extends d.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{min:t,max:s}=Math,{_x0:i,_x1:n,_y0:r,_y1:o,data_size:_}=this;for(let h=0;h<_;h++){const _=i[h],c=n[h],a=r[h],d=o[h];e.add_rect(t(_,c),t(a,d),s(_,c),s(a,d))}}_render(e,t,s){if(this.visuals.line.doit){const{sx0:i,sy0:n,sx1:r,sy1:o}=null!=s?s:this;for(const s of t){const t=i[s],_=n[s],h=r[s],c=o[s];isFinite(t+_+h+c)&&(e.beginPath(),e.moveTo(t,_),e.lineTo(h,c),this.visuals.line.set_vectorize(e,s),e.stroke())}}}_hit_point(e){const{sx:t,sy:s}=e,i={x:t,y:s},[n,r]=this.renderer.xscale.r_invert(t-2,t+2),[o,h]=this.renderer.yscale.r_invert(s-2,s+2),c=this.index.indices({x0:n,y0:o,x1:r,y1:h}),a=[];for(const e of c){const t=Math.max(2,this.line_width.get(e)/2)**2,s={x:this.sx0[e],y:this.sy0[e]},n={x:this.sx1[e],y:this.sy1[e]};_.dist_to_segment_squared(i,s,n)({x0:[h.XCoordinateSpec,{field:\"x0\"}],y0:[h.YCoordinateSpec,{field:\"y0\"}],x1:[h.XCoordinateSpec,{field:\"x1\"}],y1:[h.YCoordinateSpec,{field:\"y1\"}]}))),o.mixins(c.LineVector)},\n function _(t,e,s,i,n){i();const o=t(1);var _;const l=t(178),a=(0,o.__importStar)(t(48)),c=t(296);class r extends l.XYGlyphView{_set_data(){const{tension:t,closed:e}=this.model;[this._xt,this._yt]=(0,c.catmullrom_spline)(this._x,this._y,20,t,e)}_map_data(){const{x_scale:t,y_scale:e}=this.renderer.coordinates;this.sxt=t.v_compute(this._xt),this.syt=e.v_compute(this._yt)}_render(t,e,s){const{sxt:i,syt:n}=null!=s?s:this;let o=!0;t.beginPath();const _=i.length;for(let e=0;e<_;e++){const s=i[e],_=n[e];isFinite(s+_)?o?(t.moveTo(s,_),o=!1):t.lineTo(s,_):o=!0}this.visuals.line.set_value(t),t.stroke()}}s.SplineView=r,r.__name__=\"SplineView\";class h extends l.XYGlyph{constructor(t){super(t)}}s.Spline=h,_=h,h.__name__=\"Spline\",_.prototype.default_view=r,_.mixins(a.LineScalar),_.define((({Boolean:t,Number:e})=>({tension:[e,.5],closed:[t,!1]})))},\n function _(n,t,e,o,s){o();const c=n(24),l=n(11);e.catmullrom_spline=function(n,t,e=10,o=.5,s=!1){(0,l.assert)(n.length==t.length);const r=n.length,f=s?r+1:r,w=(0,c.infer_type)(n,t),i=new w(f+2),u=new w(f+2);i.set(n,1),u.set(t,1),s?(i[0]=n[r-1],u[0]=t[r-1],i[f]=n[0],u[f]=t[0],i[f+1]=n[1],u[f+1]=t[1]):(i[0]=n[0],u[0]=t[0],i[f+1]=n[r-1],u[f+1]=t[r-1]);const g=new w(4*(e+1));for(let n=0,t=0;n<=e;n++){const o=n/e,s=o**2,c=o*s;g[t++]=2*c-3*s+1,g[t++]=-2*c+3*s,g[t++]=c-2*s+o,g[t++]=c-s}const h=new w((f-1)*(e+1)),_=new w((f-1)*(e+1));for(let n=1,t=0;n1&&(e.stroke(),o=!1)}o?(e.lineTo(t,r),e.lineTo(a,c)):(e.beginPath(),e.moveTo(s[n],i[n]),o=!0),l=n}e.lineTo(s[a-1],i[a-1]),e.stroke()}}draw_legend_for_index(e,t,n){(0,r.generic_line_scalar_legend)(this.visuals,e,t)}}n.StepView=f,f.__name__=\"StepView\";class u extends a.XYGlyph{constructor(e){super(e)}}n.Step=u,l=u,u.__name__=\"Step\",l.prototype.default_view=f,l.mixins(c.LineScalar),l.define((()=>({mode:[_.StepMode,\"before\"]})))},\n function _(t,e,s,i,n){i();const o=t(1);var _;const h=t(178),l=t(48),r=(0,o.__importStar)(t(185)),a=(0,o.__importStar)(t(18)),c=t(121),x=t(11),u=t(72);class f extends h.XYGlyphView{_rotate_point(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]}_text_bounds(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]}_render(t,e,s){const{sx:i,sy:n,x_offset:o,y_offset:_,angle:h,text:l}=null!=s?s:this;this._sys=[],this._sxs=[];for(const s of e){const e=this._sxs[s]=[],r=this._sys[s]=[],a=i[s],x=n[s],u=o.get(s),f=_.get(s),p=h.get(s),g=l.get(s);if(isFinite(a+x+u+f+p)&&null!=g&&this.visuals.text.doit){const i=`${g}`;t.save(),t.translate(a+u,x+f),t.rotate(p),this.visuals.text.set_vectorize(t,s);const n=this.visuals.text.font_value(s),{height:o}=(0,c.font_metrics)(n),_=this.text_line_height.get(s)*o;if(-1==i.indexOf(\"\\n\")){t.fillText(i,0,0);const s=a+u,n=x+f,o=t.measureText(i).width,[h,l]=this._text_bounds(s,n,o,_);e.push(h),r.push(l)}else{const n=i.split(\"\\n\"),o=_*n.length,h=this.text_baseline.get(s);let l;switch(h){case\"top\":l=0;break;case\"middle\":l=-o/2+_/2;break;case\"bottom\":l=-o+_;break;default:l=0,console.warn(`'${h}' baseline not supported with multi line text`)}for(const s of n){t.fillText(s,0,l);const i=a+u,n=l+x+f,o=t.measureText(s).width,[h,c]=this._text_bounds(i,n,o,_);e.push(h),r.push(c),l+=_}}t.restore()}}}_hit_point(t){const{sx:e,sy:s}=t,i=[];for(let t=0;t({text:[a.NullStringSpec,{field:\"text\"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,0],y_offset:[a.NumberSpec,0]})))},\n function _(t,e,s,i,r){i();const h=t(1);var o;const a=t(277),n=t(24),_=(0,h.__importStar)(t(18));class l extends a.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[this.sx[t],(this.stop[t]+this.sbottom[t])/2]}_lrtb(t){const e=this.width.get(t)/2,s=this._x[t],i=this._top[t],r=this._bottom[t];return[s-e,s+e,Math.max(i,r),Math.min(i,r)]}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sw=this.sdist(this.renderer.xscale,this._x,this.width,\"center\"),this.stop=this.renderer.yscale.v_compute(this._top),this.sbottom=this.renderer.yscale.v_compute(this._bottom);const t=this.sx.length;this.sleft=new n.ScreenArray(t),this.sright=new n.ScreenArray(t);for(let e=0;e({x:[_.XCoordinateSpec,{field:\"x\"}],bottom:[_.YCoordinateSpec,{value:0}],width:[_.NumberSpec,{value:1}],top:[_.YCoordinateSpec,{field:\"top\"}]})))},\n function _(e,s,t,i,n){i();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),h=e(24),o=e(20),_=(0,r.__importStar)(e(18)),u=e(10),g=e(72),x=e(12);class p extends c.XYGlyphView{_map_data(){\"data\"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,h.to_screen)(this.radius),this.max_sradius=(0,x.max)(this.sradius)}_render(e,s,t){const{sx:i,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=t?t:this,d=\"anticlock\"==this.model.direction;for(const t of s){const s=i[t],l=n[t],h=r[t],o=a.get(t),_=c.get(t);isFinite(s+l+h+o+_)&&(e.beginPath(),e.arc(s,l,h,o,_,d),e.lineTo(s,l),e.closePath(),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t))}}_hit_point(e){let s,t,i,n,r;const{sx:a,sy:c}=e,d=this.renderer.xscale.invert(a),l=this.renderer.yscale.invert(c);t=a-this.max_sradius,i=a+this.max_sradius;const[h,o]=this.renderer.xscale.r_invert(t,i);n=c-this.max_sradius,r=c+this.max_sradius;const[_,x]=this.renderer.yscale.r_invert(n,r),p=[];for(const e of this.index.indices({x0:h,x1:o,y0:_,y1:x})){const a=this.sradius[e]**2;[t,i]=this.renderer.xscale.r_compute(d,this._x[e]),[n,r]=this.renderer.yscale.r_compute(l,this._y[e]),s=(t-i)**2+(n-r)**2,s<=a&&p.push(e)}const y=\"anticlock\"==this.model.direction,m=[];for(const e of p){const s=Math.atan2(c-this.sy[e],a-this.sx[e]);(0,u.angle_between)(-s,-this.start_angle.get(e),-this.end_angle.get(e),y)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,d.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=this.sradius[e]/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.WedgeView=p,p.__name__=\"WedgeView\";class y extends c.XYGlyph{constructor(e){super(e)}}t.Wedge=y,a=y,y.__name__=\"Wedge\",a.prototype.default_view=p,a.mixins([l.LineVector,l.FillVector,l.HatchVector]),a.define((({})=>({direction:[o.Direction,\"anticlock\"],radius:[_.DistanceSpec,{field:\"radius\"}],start_angle:[_.AngleSpec,{field:\"start_angle\"}],end_angle:[_.AngleSpec,{field:\"end_angle\"}]})))},\n function _(t,_,r,o,a){o();const e=t(1);(0,e.__exportStar)(t(302),r),(0,e.__exportStar)(t(303),r),(0,e.__exportStar)(t(304),r)},\n function _(e,t,d,n,s){n();const o=e(53),r=e(12),_=e(9),i=e(72);class c extends o.Model{constructor(e){super(e)}_hit_test(e,t,d){if(!t.model.visible)return null;const n=d.glyph.hit_test(e);return null==n?null:d.model.view.convert_selection_from_subset(n)}}d.GraphHitTestPolicy=c,c.__name__=\"GraphHitTestPolicy\";class a extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;return s.update(e,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{edge_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.edge_view.model);return r.update(e,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!r.is_empty()}}d.EdgesOnly=a,a.__name__=\"EdgesOnly\";class l extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;return s.update(e,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{node_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.node_view.model);return r.update(e,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!r.is_empty()}}d.NodesOnly=l,l.__name__=\"NodesOnly\";class u extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}get_linked_edges(e,t,d){let n=[];\"selection\"==d?n=e.selected.indices.map((t=>e.data.index[t])):\"inspection\"==d&&(n=e.inspected.indices.map((t=>e.data.index[t])));const s=[];for(let e=0;e(0,r.indexOf)(e.data.index,t)));return new i.Selection({indices:o})}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;s.update(e,d,n);const o=t.node_renderer.data_source.selected,r=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,\"selection\");return o.update(r,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model);o.update(e,n,s),d.edge_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model),_=this.get_linked_nodes(d.node_view.model.data_source,d.edge_view.model.data_source,\"inspection\");return r.update(_,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!o.is_empty()}}d.EdgesAndLinkedNodes=m,m.__name__=\"EdgesAndLinkedNodes\"},\n function _(e,o,t,r,n){var s;r();const a=e(53),d=e(260);class _ extends a.Model{constructor(e){super(e)}get node_coordinates(){return new u({layout:this})}get edge_coordinates(){return new i({layout:this})}}t.LayoutProvider=_,_.__name__=\"LayoutProvider\";class c extends d.CoordinateTransform{constructor(e){super(e)}}t.GraphCoordinates=c,s=c,c.__name__=\"GraphCoordinates\",s.define((({Ref:e})=>({layout:[e(_)]})));class u extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_node_coordinates(e);return{x:o,y:t}}}t.NodeCoordinates=u,u.__name__=\"NodeCoordinates\";class i extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_edge_coordinates(e);return{x:o,y:t}}}t.EdgeCoordinates=i,i.__name__=\"EdgeCoordinates\"},\n function _(t,a,l,e,n){var o;e();const r=t(303);class u extends r.LayoutProvider{constructor(t){super(t)}get_node_coordinates(t){var a;const l=null!==(a=t.data.index)&&void 0!==a?a:[],e=l.length,n=new Float64Array(e),o=new Float64Array(e);for(let t=0;t({graph_layout:[l(a(t,t)),{}]})))},\n function _(i,d,n,r,G){r(),G(\"Grid\",i(306).Grid)},\n function _(i,e,n,s,t){s();const r=i(1);var o;const d=i(127),_=i(129),a=i(130),l=(0,r.__importStar)(i(48)),h=i(8);class c extends _.GuideRendererView{_render(){const i=this.layer.ctx;i.save(),this._draw_regions(i),this._draw_minor_grids(i),this._draw_grids(i),i.restore()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_draw_regions(i){if(!this.visuals.band_fill.doit&&!this.visuals.band_hatch.doit)return;const[e,n]=this.grid_coords(\"major\",!1);for(let s=0;sn[1]&&(t=n[1]);else{[s,t]=n;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,t]=i.computed_bounds)}return[s,t]}grid_coords(i,e=!0){const n=this.model.dimension,s=(n+1)%2,[t,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,t,r.min)[i],h=t.min,c=t.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;i({bounds:[r(t(i,i),e),\"auto\"],dimension:[n(0,1),0],axis:[o(s(d.Axis)),null],ticker:[o(s(a.Ticker)),null]}))),o.override({level:\"underlay\",band_fill_color:null,band_fill_alpha:0,grid_line_color:\"#e5e5e5\",minor_grid_line_color:null})},\n function _(o,a,x,B,e){B(),e(\"Box\",o(308).Box),e(\"Column\",o(310).Column),e(\"GridBox\",o(311).GridBox),e(\"HTMLBox\",o(312).HTMLBox),e(\"LayoutDOM\",o(309).LayoutDOM),e(\"Panel\",o(313).Panel),e(\"Row\",o(314).Row),e(\"Spacer\",o(315).Spacer),e(\"Tabs\",o(316).Tabs),e(\"WidgetBox\",o(319).WidgetBox)},\n function _(e,n,s,t,c){var i;t();const o=e(309);class r extends o.LayoutDOMView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.children.change,(()=>this.rebuild()))}get child_models(){return this.model.children}}s.BoxView=r,r.__name__=\"BoxView\";class a extends o.LayoutDOM{constructor(e){super(e)}}s.Box=a,i=a,a.__name__=\"Box\",i.define((({Number:e,Array:n,Ref:s})=>({children:[n(s(o.LayoutDOM)),[]],spacing:[e,0]})))},\n function _(t,i,e,s,o){var l;s();const n=t(53),h=t(20),a=t(43),r=t(19),_=t(8),c=t(22),u=t(121),d=t(113),p=t(226),m=t(207),g=t(44),w=t(235);class f extends p.DOMView{constructor(){super(...arguments),this._offset_parent=null,this._viewport={}}get is_layout_root(){return this.is_root||!(this.parent instanceof f)}get base_font_size(){const t=getComputedStyle(this.el).fontSize,i=(0,u.parse_css_font_size)(t);if(null!=i){const{value:t,unit:e}=i;if(\"px\"==e)return t}return null}initialize(){super.initialize(),this.el.style.position=this.is_layout_root?\"relative\":\"absolute\",this._child_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this.build_child_views()}remove(){for(const t of this.child_views)t.remove();this._child_views.clear(),super.remove()}connect_signals(){super.connect_signals(),this.is_layout_root&&(this._on_resize=()=>this.resize_layout(),window.addEventListener(\"resize\",this._on_resize),this._parent_observer=setInterval((()=>{const t=this.el.offsetParent;this._offset_parent!=t&&(this._offset_parent=t,null!=t&&(this.compute_viewport(),this.invalidate_layout()))}),250));const t=this.model.properties;this.on_change([t.width,t.height,t.min_width,t.min_height,t.max_width,t.max_height,t.margin,t.width_policy,t.height_policy,t.sizing_mode,t.aspect_ratio,t.visible],(()=>this.invalidate_layout())),this.on_change([t.background,t.css_classes],(()=>this.invalidate_render()))}disconnect_signals(){null!=this._parent_observer&&clearTimeout(this._parent_observer),null!=this._on_resize&&window.removeEventListener(\"resize\",this._on_resize),super.disconnect_signals()}css_classes(){return super.css_classes().concat(this.model.css_classes)}get child_views(){return this.child_models.map((t=>this._child_views.get(t)))}async build_child_views(){await(0,d.build_views)(this._child_views,this.child_models,{parent:this})}render(){super.render(),(0,a.empty)(this.el);const{background:t}=this.model;this.el.style.backgroundColor=null!=t?(0,c.color2css)(t):\"\",(0,a.classes)(this.el).clear().add(...this.css_classes());for(const t of this.child_views)this.el.appendChild(t.el),t.render()}update_layout(){for(const t of this.child_views)t.update_layout();this._update_layout()}update_position(){this.el.style.display=this.model.visible?\"block\":\"none\";const t=this.is_layout_root?this.layout.sizing.margin:void 0;(0,a.position)(this.el,this.layout.bbox,t);for(const t of this.child_views)t.update_position()}after_layout(){for(const t of this.child_views)t.after_layout();this._has_finished=!0}compute_viewport(){this._viewport=this._viewport_size()}renderTo(t){t.appendChild(this.el),this._offset_parent=this.el.offsetParent,this.compute_viewport(),this.build(),this.notify_finished()}build(){if(!this.is_layout_root)throw new Error(`${this.toString()} is not a root layout`);return this.render(),this.update_layout(),this.compute_layout(),this}async rebuild(){await this.build_child_views(),this.invalidate_render()}compute_layout(){const t=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),r.logger.debug(`layout computed in ${Date.now()-t} ms`)}resize_layout(){this.root.compute_viewport(),this.root.compute_layout()}invalidate_layout(){this.root.update_layout(),this.root.compute_layout()}invalidate_render(){this.render(),this.invalidate_layout()}has_finished(){if(!super.has_finished())return!1;for(const t of this.child_views)if(!t.has_finished())return!1;return!0}_width_policy(){return null!=this.model.width?\"fixed\":\"fit\"}_height_policy(){return null!=this.model.height?\"fixed\":\"fit\"}box_sizing(){let{width_policy:t,height_policy:i,aspect_ratio:e}=this.model;\"auto\"==t&&(t=this._width_policy()),\"auto\"==i&&(i=this._height_policy());const{sizing_mode:s}=this.model;if(null!=s)if(\"fixed\"==s)t=i=\"fixed\";else if(\"stretch_both\"==s)t=i=\"max\";else if(\"stretch_width\"==s)t=\"max\";else if(\"stretch_height\"==s)i=\"max\";else switch(null==e&&(e=\"auto\"),s){case\"scale_width\":t=\"max\",i=\"min\";break;case\"scale_height\":t=\"min\",i=\"max\";break;case\"scale_both\":t=\"max\",i=\"max\"}const o={width_policy:t,height_policy:i},{min_width:l,min_height:n}=this.model;null!=l&&(o.min_width=l),null!=n&&(o.min_height=n);const{width:h,height:a}=this.model;null!=h&&(o.width=h),null!=a&&(o.height=a);const{max_width:r,max_height:c}=this.model;null!=r&&(o.max_width=r),null!=c&&(o.max_height=c),\"auto\"==e&&null!=h&&null!=a?o.aspect=h/a:(0,_.isNumber)(e)&&(o.aspect=e);const{margin:u}=this.model;if(null!=u)if((0,_.isNumber)(u))o.margin={top:u,right:u,bottom:u,left:u};else if(2==u.length){const[t,i]=u;o.margin={top:t,right:i,bottom:t,left:i}}else{const[t,i,e,s]=u;o.margin={top:t,right:i,bottom:e,left:s}}o.visible=this.model.visible;const{align:d}=this.model;return(0,_.isArray)(d)?[o.halign,o.valign]=d:o.halign=o.valign=d,o}_viewport_size(){return(0,a.undisplayed)(this.el,(()=>{let t=this.el;for(;t=t.parentElement;){if(t.classList.contains(g.root))continue;if(t==document.body){const{margin:{left:t,right:i,top:e,bottom:s}}=(0,a.extents)(document.body);return{width:Math.ceil(document.documentElement.clientWidth-t-i),height:Math.ceil(document.documentElement.clientHeight-e-s)}}const{padding:{left:i,right:e,top:s,bottom:o}}=(0,a.extents)(t),{width:l,height:n}=t.getBoundingClientRect(),h=Math.ceil(l-i-e),r=Math.ceil(n-s-o);if(h>0||r>0)return{width:h>0?h:void 0,height:r>0?r:void 0}}return{}}))}export(t,i=!0){const e=\"png\"==t?\"canvas\":\"svg\",s=new w.CanvasLayer(e,i),{width:o,height:l}=this.layout.bbox;s.resize(o,l);for(const e of this.child_views){const o=e.export(t,i),{x:l,y:n}=e.layout.bbox;s.ctx.drawImage(o.canvas,l,n)}return s}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box,children:this.child_views.map((t=>t.serializable_state()))})}}e.LayoutDOMView=f,f.__name__=\"LayoutDOMView\";class y extends n.Model{constructor(t){super(t)}}e.LayoutDOM=y,l=y,y.__name__=\"LayoutDOM\",l.define((t=>{const{Boolean:i,Number:e,String:s,Auto:o,Color:l,Array:n,Tuple:a,Or:r,Null:_,Nullable:c}=t,u=a(e,e),d=a(e,e,e,e);return{width:[c(e),null],height:[c(e),null],min_width:[c(e),null],min_height:[c(e),null],max_width:[c(e),null],max_height:[c(e),null],margin:[c(r(e,u,d)),[0,0,0,0]],width_policy:[r(m.SizingPolicy,o),\"auto\"],height_policy:[r(m.SizingPolicy,o),\"auto\"],aspect_ratio:[r(e,o,_),null],sizing_mode:[c(h.SizingMode),null],visible:[i,!0],disabled:[i,!1],align:[r(h.Align,a(h.Align,h.Align)),\"start\"],background:[c(l),null],css_classes:[n(s),[]]}}))},\n function _(o,s,t,i,e){var n;i();const a=o(308),l=o(209);class u extends a.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Column(o),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())}}t.ColumnView=u,u.__name__=\"ColumnView\";class _ extends a.Box{constructor(o){super(o)}}t.Column=_,n=_,_.__name__=\"Column\",n.prototype.default_view=u,n.define((({Any:o})=>({rows:[o,\"auto\"]})))},\n function _(s,o,t,i,e){var n;i();const l=s(309),a=s(209);class r extends l.LayoutDOMView{connect_signals(){super.connect_signals();const{children:s,rows:o,cols:t,spacing:i}=this.model.properties;this.on_change([s,o,t,i],(()=>this.rebuild()))}get child_models(){return this.model.children.map((([s])=>s))}_update_layout(){this.layout=new a.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(const[s,o,t,i,e]of this.model.children){const n=this._child_views.get(s);this.layout.items.push({layout:n.layout,row:o,col:t,row_span:i,col_span:e})}this.layout.set_sizing(this.box_sizing())}}t.GridBoxView=r,r.__name__=\"GridBoxView\";class c extends l.LayoutDOM{constructor(s){super(s)}}t.GridBox=c,n=c,c.__name__=\"GridBox\",n.prototype.default_view=r,n.define((({Any:s,Int:o,Number:t,Tuple:i,Array:e,Ref:n,Or:a,Opt:r})=>({children:[e(i(n(l.LayoutDOM),o,o,r(o),r(o))),[]],rows:[s,\"auto\"],cols:[s,\"auto\"],spacing:[a(t,i(t,t)),0]})))},\n function _(t,e,o,s,n){s();const _=t(309),i=t(207);class a extends _.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new i.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())}}o.HTMLBoxView=a,a.__name__=\"HTMLBoxView\";class u extends _.LayoutDOM{constructor(t){super(t)}}o.HTMLBox=u,u.__name__=\"HTMLBox\"},\n function _(e,n,l,a,o){var t;a();const s=e(53),c=e(309);class d extends s.Model{constructor(e){super(e)}}l.Panel=d,t=d,d.__name__=\"Panel\",t.define((({Boolean:e,String:n,Ref:l})=>({title:[n,\"\"],child:[l(c.LayoutDOM)],closable:[e,!1],disabled:[e,!1]})))},\n function _(o,s,t,i,e){var a;i();const n=o(308),l=o(209);class _ extends n.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Row(o),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())}}t.RowView=_,_.__name__=\"RowView\";class c extends n.Box{constructor(o){super(o)}}t.Row=c,a=c,c.__name__=\"Row\",a.prototype.default_view=_,a.define((({Any:o})=>({cols:[o,\"auto\"]})))},\n function _(e,t,a,s,_){var o;s();const i=e(309),n=e(207);class u extends i.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new n.LayoutItem,this.layout.set_sizing(this.box_sizing())}}a.SpacerView=u,u.__name__=\"SpacerView\";class c extends i.LayoutDOM{constructor(e){super(e)}}a.Spacer=c,o=c,c.__name__=\"Spacer\",o.prototype.default_view=u},\n function _(e,t,s,i,l){i();const h=e(1);var a;const o=e(207),d=e(43),r=e(9),c=e(10),n=e(20),_=e(309),p=e(313),b=(0,h.__importStar)(e(317)),m=b,u=(0,h.__importStar)(e(318)),g=u,v=(0,h.__importStar)(e(229)),w=v;class f extends _.LayoutDOMView{constructor(){super(...arguments),this._scroll_index=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tabs.change,(()=>this.rebuild())),this.connect(this.model.properties.active.change,(()=>this.on_active_change()))}styles(){return[...super.styles(),u.default,v.default,b.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 o.ContentBox{_measure(e){const l=(0,d.size)(s),h=(0,d.children)(i).slice(0,3).map((e=>(0,d.size)(e))),{width:a,height:o}=super._measure(e);if(t){const t=l.width+(0,r.sum)(h.map((e=>e.width)));return{width:e.width!=1/0?e.width:t,height:o}}{const t=l.height+(0,r.sum)(h.map((e=>e.height)));return{width:a,height:e.height!=1/0?e.height:t}}}}(this.header_el),t?this.header.set_sizing({width_policy:\"fit\",height_policy:\"fixed\"}):this.header.set_sizing({width_policy:\"fixed\",height_policy:\"fit\"});let l=1,h=1;switch(e){case\"above\":l-=1;break;case\"below\":l+=1;break;case\"left\":h-=1;break;case\"right\":h+=1}const a={layout:this.header,row:l,col:h},c=this.child_views.map((e=>({layout:e.layout,row:1,col:1})));this.layout=new o.Grid([a,...c]),this.layout.set_sizing(this.box_sizing())}update_position(){super.update_position(),this.header_el.style.position=\"absolute\",(0,d.position)(this.header_el,this.header.bbox);const e=this.model.tabs_location,t=\"above\"==e||\"below\"==e,s=(0,d.size)(this.scroll_el),i=(0,d.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\",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxWidth=\"\",(0,d.undisplay)(this.scroll_el))}else{const{height:e}=this.header.bbox;i.height>e?(this.wrapper_el.style.maxHeight=e-s.height+\"px\",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxHeight=\"\",(0,d.undisplay)(this.scroll_el))}const{child_views:l}=this;for(const e of l)(0,d.hide)(e.el);const h=l[this.model.active];null!=h&&(0,d.show)(h.el)}render(){super.render();const{active:e}=this.model,t=this.model.tabs.map(((t,s)=>{const i=(0,d.div)({class:[m.tab,s==e?m.active:null]},t.title);if(i.addEventListener(\"click\",(e=>{this.model.disabled||e.target==e.currentTarget&&this.change_active(s)})),t.closable){const 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.bk-btn-warning:hover{background-color:#eea43b;border-color:#e89014;}.bk-root .bk-btn-warning.bk-active{background-color:#ed9c28;border-color:#d58512;}.bk-root .bk-btn-warning[disabled],.bk-root .bk-btn-warning[disabled]:hover,.bk-root .bk-btn-warning[disabled]:focus,.bk-root .bk-btn-warning[disabled]:active,.bk-root .bk-btn-warning[disabled].bk-active{background-color:#c89143;border-color:#eea236;}.bk-root .bk-btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a;}.bk-root .bk-btn-danger:hover{background-color:#d5433e;border-color:#bd2d29;}.bk-root .bk-btn-danger.bk-active{background-color:#d2322d;border-color:#ac2925;}.bk-root .bk-btn-danger[disabled],.bk-root .bk-btn-danger[disabled]:hover,.bk-root .bk-btn-danger[disabled]:focus,.bk-root .bk-btn-danger[disabled]:active,.bk-root .bk-btn-danger[disabled].bk-active{background-color:#a55350;border-color:#d43f3a;}.bk-root .bk-btn-light{color:#333;background-color:#fff;border-color:#ccc;border-color:transparent;}.bk-root .bk-btn-light:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-light.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-light[disabled],.bk-root .bk-btn-light[disabled]:hover,.bk-root .bk-btn-light[disabled]:focus,.bk-root .bk-btn-light[disabled]:active,.bk-root .bk-btn-light[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-group{height:100%;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-btn-group:not(.bk-vertical),.bk-root .bk-btn-group.bk-horizontal{flex-direction:row;}.bk-root .bk-btn-group.bk-vertical{flex-direction:column;}.bk-root .bk-btn-group > .bk-btn{flex-grow:1;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn + .bk-btn{margin-left:-1px;}.bk-root .bk-btn-group.bk-vertical > .bk-btn + .bk-btn{margin-top:-1px;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:first-child:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group.bk-vertical > 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t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}for(const e of(0,d.values)(this.extra_y_ranges).concat(this.y_range)){let t=e.plots;(0,u.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=>{(0,h.remove_by)(t,(t=>t==e))};t(this.left),t(this.right),t(this.above),t(this.below),t(this.center)}get data_renderers(){return this.renderers.filter((e=>e instanceof R.DataRenderer))}add_renderers(...e){this.renderers=this.renderers.concat(e)}add_glyph(e,t=new A.ColumnDataSource,r={}){const n=new D.GlyphRenderer(Object.assign(Object.assign({},r),{data_source:t,glyph:e}));return this.add_renderers(n),n}add_tools(...e){this.toolbar.tools=this.toolbar.tools.concat(e)}get panels(){return[...this.side_panels,...this.center]}get side_panels(){const{above:e,below:t,left:r,right:n}=this;return(0,h.concat)([e,t,r,n])}}r.Plot=k,a=k,k.__name__=\"Plot\",a.prototype.default_view=P.PlotView,a.mixins([[\"outline_\",s.Line],[\"background_\",s.Fill],[\"border_\",s.Fill]]),a.define((({Boolean:e,Number:t,String:r,Array:n,Dict:i,Or:o,Ref:a,Null:s,Nullable:_})=>({toolbar:[a(m.Toolbar),()=>new m.Toolbar],toolbar_location:[_(c.Location),\"right\"],toolbar_sticky:[e,!0],plot_width:[l.Alias(\"width\")],plot_height:[l.Alias(\"height\")],frame_width:[_(t),null],frame_height:[_(t),null],title:[o(a(w.Title),r,s),\"\",{convert:e=>(0,u.isString)(e)?new w.Title({text:e}):e}],title_location:[_(c.Location),\"above\"],above:[n(o(a(b.Annotation),a(p.Axis))),[]],below:[n(o(a(b.Annotation),a(p.Axis))),[]],left:[n(o(a(b.Annotation),a(p.Axis))),[]],right:[n(o(a(b.Annotation),a(p.Axis))),[]],center:[n(o(a(b.Annotation),a(f.Grid))),[]],renderers:[n(a(S.Renderer)),[]],x_range:[a(x.Range),()=>new L.DataRange1d],y_range:[a(x.Range),()=>new L.DataRange1d],x_scale:[a(v.Scale),()=>new y.LinearScale],y_scale:[a(v.Scale),()=>new y.LinearScale],extra_x_ranges:[i(a(x.Range)),{}],extra_y_ranges:[i(a(x.Range)),{}],extra_x_scales:[i(a(v.Scale)),{}],extra_y_scales:[i(a(v.Scale)),{}],lod_factor:[t,10],lod_interval:[t,300],lod_threshold:[_(t),2e3],lod_timeout:[t,500],hidpi:[e,!0],output_backend:[c.OutputBackend,\"canvas\"],min_border:[_(t),5],min_border_top:[_(t),null],min_border_left:[_(t),null],min_border_bottom:[_(t),null],min_border_right:[_(t),null],inner_width:[t,0],inner_height:[t,0],outer_width:[t,0],outer_height:[t,0],match_aspect:[e,!1],aspect_scale:[t,1],reset_policy:[c.ResetPolicy,\"standard\"]}))),a.override({width:600,height:600,outline_line_color:\"#e5e5e5\",border_fill_color:\"#ffffff\",background_fill_color:\"#ffffff\"})},\n function _(e,t,i,s,a){s();const n=e(1),o=e(126),l=e(249),r=e(309),_=e(40),h=e(118),d=e(128),u=e(220),c=e(251),p=e(113),v=e(45),g=e(19),b=e(251),m=e(333),y=e(8),w=e(9),f=e(235),x=e(208),z=e(211),k=e(209),q=e(123),M=e(65),R=e(334),V=e(335),S=e(28);class O extends r.LayoutDOMView{constructor(){super(...arguments),this._outer_bbox=new M.BBox,this._inner_bbox=new M.BBox,this._needs_paint=!0,this._needs_layout=!1,this._invalidated_painters=new Set,this._invalidate_all=!0,this._needs_notify=!1}get canvas(){return this.canvas_view}get state(){return this._state_manager}set invalidate_dataranges(e){this._range_manager.invalidate_dataranges=e}renderer_view(e){const t=this.renderer_views.get(e);if(null==t)for(const[,t]of this.renderer_views){const i=t.renderer_view(e);if(null!=i)return i}return t}get is_paused(){return null!=this._is_paused&&0!==this._is_paused}get child_models(){return[]}pause(){null==this._is_paused?this._is_paused=1:this._is_paused+=1}unpause(e=!1){if(null==this._is_paused)throw new Error(\"wasn't paused\");this._is_paused-=1,0!=this._is_paused||e||this.request_paint(\"everything\")}notify_finished_after_paint(){this._needs_notify=!0}request_render(){this.request_paint(\"everything\")}request_paint(e){this.invalidate_painters(e),this.schedule_paint()}invalidate_painters(e){if(\"everything\"==e)this._invalidate_all=!0;else if((0,y.isArray)(e))for(const t of e)this._invalidated_painters.add(t);else this._invalidated_painters.add(e)}schedule_paint(){if(!this.is_paused){const e=this.throttled_paint();this._ready=this._ready.then((()=>e))}}request_layout(){this._needs_layout=!0,this.request_paint(\"everything\")}reset(){\"standard\"==this.model.reset_policy&&(this.state.clear(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new c.Reset)}remove(){(0,p.remove_views)(this.renderer_views),(0,p.remove_views)(this.tool_views),this.canvas_view.remove(),super.remove()}render(){super.render(),this.el.appendChild(this.canvas_view.el),this.canvas_view.render()}initialize(){this.pause(),super.initialize(),this.lod_started=!1,this.visuals=new v.Visuals(this),this._initial_state={selection:new Map,dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.renderer_views=new Map,this.tool_views=new Map,this.frame=new o.CartesianFrame(this.model.x_scale,this.model.y_scale,this.model.x_range,this.model.y_range,this.model.extra_x_ranges,this.model.extra_y_ranges,this.model.extra_x_scales,this.model.extra_y_scales),this._range_manager=new R.RangeManager(this),this._state_manager=new V.StateManager(this,this._initial_state),this.throttled_paint=(0,m.throttle)((()=>this.repaint()),1e3/60);const{title_location:e,title:t}=this.model;null!=e&&null!=t&&(this._title=t instanceof h.Title?t:new h.Title({text:t}));const{toolbar_location:i,toolbar:s}=this.model;null!=i&&null!=s&&(this._toolbar=new u.ToolbarPanel({toolbar:s}),s.toolbar_location=i)}async lazy_initialize(){await super.lazy_initialize();const{hidpi:e,output_backend:t}=this.model,i=new l.Canvas({hidpi:e,output_backend:t});this.canvas_view=await(0,p.build_view)(i,{parent:this}),this.canvas_view.plot_views=[this],await this.build_renderer_views(),await this.build_tool_views(),this._range_manager.update_dataranges(),this.unpause(!0),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(){var e,t,i,s,a;this.layout=new z.BorderLayout,this.layout.set_sizing(this.box_sizing());const n=(0,w.copy)(this.model.above),o=(0,w.copy)(this.model.below),l=(0,w.copy)(this.model.left),r=(0,w.copy)(this.model.right),d=e=>{switch(e){case\"above\":return n;case\"below\":return o;case\"left\":return l;case\"right\":return r}},{title_location:c,title:p}=this.model;null!=c&&null!=p&&d(c).push(this._title);const{toolbar_location:v,toolbar:g}=this.model;if(null!=v&&null!=g){const e=d(v);let t=!0;if(this.model.toolbar_sticky)for(let i=0;i{var i;const s=this.renderer_view(t);return s.panel=new q.Panel(e),null===(i=s.update_layout)||void 0===i||i.call(s),s.layout},m=(e,t)=>{const i=\"above\"==e||\"below\"==e,s=[];for(const a of t)if((0,y.isArray)(a)){const t=a.map((t=>{const s=b(e,t);if(t instanceof u.ToolbarPanel){const e=i?\"width_policy\":\"height_policy\";s.set_sizing(Object.assign(Object.assign({},s.sizing),{[e]:\"min\"}))}return s}));let n;i?(n=new k.Row(t),n.set_sizing({width_policy:\"max\",height_policy:\"min\"})):(n=new k.Column(t),n.set_sizing({width_policy:\"min\",height_policy:\"max\"})),n.absolute=!0,s.push(n)}else s.push(b(e,a));return s},f=null!==(e=this.model.min_border)&&void 0!==e?e:0;this.layout.min_border={left:null!==(t=this.model.min_border_left)&&void 0!==t?t:f,top:null!==(i=this.model.min_border_top)&&void 0!==i?i:f,right:null!==(s=this.model.min_border_right)&&void 0!==s?s:f,bottom:null!==(a=this.model.min_border_bottom)&&void 0!==a?a:f};const M=new x.NodeLayout,R=new x.VStack,V=new x.VStack,S=new x.HStack,O=new x.HStack;M.absolute=!0,R.absolute=!0,V.absolute=!0,S.absolute=!0,O.absolute=!0,M.children=this.model.center.filter((e=>e instanceof _.Annotation)).map((e=>{var t;const i=this.renderer_view(e);return null===(t=i.update_layout)||void 0===t||t.call(i),i.layout})).filter((e=>null!=e));const{frame_width:P,frame_height:j}=this.model;M.set_sizing(Object.assign(Object.assign({},null!=P?{width_policy:\"fixed\",width:P}:{width_policy:\"fit\"}),null!=j?{height_policy:\"fixed\",height:j}:{height_policy:\"fit\"})),M.on_resize((e=>this.frame.set_geometry(e))),R.children=(0,w.reversed)(m(\"above\",n)),V.children=m(\"below\",o),S.children=(0,w.reversed)(m(\"left\",l)),O.children=m(\"right\",r),R.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),V.set_sizing({width_policy:\"fit\",height_policy:\"min\"}),S.set_sizing({width_policy:\"min\",height_policy:\"fit\"}),O.set_sizing({width_policy:\"min\",height_policy:\"fit\"}),this.layout.center_panel=M,this.layout.top_panel=R,this.layout.bottom_panel=V,this.layout.left_panel=S,this.layout.right_panel=O}get axis_views(){const e=[];for(const[,t]of this.renderer_views)t instanceof d.AxisView&&e.push(t);return e}set_toolbar_visibility(e){for(const t of this.visibility_callbacks)t(e)}update_range(e,t){this.pause(),this._range_manager.update(e,t),this.unpause()}reset_range(){this.update_range(null),this.trigger_ranges_update_event()}trigger_ranges_update_event(){const{x_range:e,y_range:t}=this.model;this.model.trigger_event(new b.RangesUpdate(e.start,e.end,t.start,t.end))}get_selection(){const e=new Map;for(const t of this.model.data_renderers){const{selected:i}=t.selection_manager.source;e.set(t,i)}return e}update_selection(e){for(const t of this.model.data_renderers){const i=t.selection_manager.source;if(null!=e){const s=e.get(t);null!=s&&i.selected.update(s,!0)}else i.selection_manager.clear()}}reset_selection(){this.update_selection(null)}_invalidate_layout(){(()=>{var e;for(const t of this.model.side_panels){const i=this.renderer_views.get(t);if(null===(e=i.layout)||void 0===e?void 0:e.has_size_changed())return this.invalidate_painters(i),!0}return!1})()&&this.root.compute_layout()}get_renderer_views(){return this.computed_renderers.map((e=>this.renderer_views.get(e)))}*_compute_renderers(){const{above:e,below:t,left:i,right:s,center:a,renderers:n}=this.model;yield*n,yield*e,yield*t,yield*i,yield*s,yield*a,null!=this._title&&(yield this._title),null!=this._toolbar&&(yield this._toolbar);for(const e of this.model.toolbar.tools)null!=e.overlay&&(yield e.overlay),yield*e.synthetic_renderers}async build_renderer_views(){this.computed_renderers=[...this._compute_renderers()],await(0,p.build_views)(this.renderer_views,this.computed_renderers,{parent:this})}async build_tool_views(){const e=this.model.toolbar.tools;(await(0,p.build_views)(this.tool_views,e,{parent:this})).map((e=>this.canvas_view.ui_event_bus.register_tool(e)))}connect_signals(){super.connect_signals();const{x_ranges:e,y_ranges:t}=this.frame;for(const[,t]of e)this.connect(t.change,(()=>{this._needs_layout=!0,this.request_paint(\"everything\")}));for(const[,e]of t)this.connect(e.change,(()=>{this._needs_layout=!0,this.request_paint(\"everything\")}));const{above:i,below:s,left:a,right:n,center:o,renderers:l}=this.model.properties;this.on_change([i,s,a,n,o,l],(async()=>await this.build_renderer_views())),this.connect(this.model.toolbar.properties.tools.change,(async()=>{await this.build_renderer_views(),await this.build_tool_views()})),this.connect(this.model.change,(()=>this.request_paint(\"everything\"))),this.connect(this.model.reset,(()=>this.reset()))}has_finished(){if(!super.has_finished())return!1;if(this.model.visible)for(const[,e]of this.renderer_views)if(!e.has_finished())return!1;return!0}after_layout(){var e;super.after_layout();for(const[,t]of this.renderer_views)t instanceof _.AnnotationView&&(null===(e=t.after_layout)||void 0===e||e.call(t));if(this._needs_layout=!1,this.model.setv({inner_width:Math.round(this.frame.bbox.width),inner_height:Math.round(this.frame.bbox.height),outer_width:Math.round(this.layout.bbox.width),outer_height:Math.round(this.layout.bbox.height)},{no_change:!0}),!1!==this.model.match_aspect&&(this.pause(),this._range_manager.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){const{width:e,height:t}=this.layout.bbox;this.canvas_view.resize(e,t),this._outer_bbox=this.layout.bbox,this._invalidate_all=!0,this._needs_paint=!0}const{inner_bbox:t}=this.layout;this._inner_bbox.equals(t)||(this._inner_bbox=t,this._needs_paint=!0),this._needs_paint&&this.paint()}repaint(){this._needs_layout&&this._invalidate_layout(),this.paint()}paint(){this.is_paused||(this.model.visible&&(g.logger.trace(`${this.toString()}.paint()`),this._actual_paint()),this._needs_notify&&(this._needs_notify=!1,this.notify_finished()))}_actual_paint(){var e;const{document:t}=this.model;if(null!=t){const e=t.interactive_duration();e>=0&&e{t.interactive_duration()>this.model.lod_timeout&&t.interactive_stop(),this.request_paint(\"everything\")}),this.model.lod_timeout):t.interactive_stop()}this._range_manager.invalidate_dataranges&&(this._range_manager.update_dataranges(),this._invalidate_layout());let i=!1,s=!1;if(this._invalidate_all)i=!0,s=!0;else for(const e of this._invalidated_painters){const{level:t}=e.model;if(\"overlay\"!=t?i=!0:s=!0,i&&s)break}this._invalidated_painters.clear(),this._invalidate_all=!1;const a=[this.frame.bbox.left,this.frame.bbox.top,this.frame.bbox.width,this.frame.bbox.height],{primary:n,overlays:o}=this.canvas_view;i&&(n.prepare(),this.canvas_view.prepare_webgl(a),this._map_hook(n.ctx,a),this._paint_empty(n.ctx,a),this._paint_outline(n.ctx,a),this._paint_levels(n.ctx,\"image\",a,!0),this._paint_levels(n.ctx,\"underlay\",a,!0),this._paint_levels(n.ctx,\"glyph\",a,!0),this._paint_levels(n.ctx,\"guide\",a,!1),this._paint_levels(n.ctx,\"annotation\",a,!1),n.finish()),(s||S.settings.wireframe)&&(o.prepare(),this._paint_levels(o.ctx,\"overlay\",a,!1),S.settings.wireframe&&this._paint_layout(o.ctx,this.layout),o.finish()),null==this._initial_state.range&&(this._initial_state.range=null!==(e=this._range_manager.compute_initial())&&void 0!==e?e:void 0),this._needs_paint=!1}_paint_levels(e,t,i,s){for(const a of this.computed_renderers){if(a.level!=t)continue;const n=this.renderer_views.get(a);e.save(),(s||n.needs_clip)&&(e.beginPath(),e.rect(...i),e.clip()),n.render(),e.restore(),n.has_webgl&&n.needs_webgl_blit&&this.canvas_view.blit_webgl(e)}}_paint_layout(e,t){const{x:i,y:s,width:a,height:n}=t.bbox;e.strokeStyle=\"blue\",e.strokeRect(i,s,a,n);for(const a of t)e.save(),t.absolute||e.translate(i,s),this._paint_layout(e,a),e.restore()}_map_hook(e,t){}_paint_empty(e,t){const[i,s,a,n]=[0,0,this.layout.bbox.width,this.layout.bbox.height],[o,l,r,_]=t;this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(e),e.fillRect(i,s,a,n),e.clearRect(o,l,r,_)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),e.fillRect(o,l,r,_))}_paint_outline(e,t){if(this.visuals.outline_line.doit){e.save(),this.visuals.outline_line.set_value(e);let[i,s,a,n]=t;i+a==this.layout.bbox.width&&(a-=1),s+n==this.layout.bbox.height&&(n-=1),e.strokeRect(i,s,a,n),e.restore()}}to_blob(){return this.canvas_view.to_blob()}export(e,t=!0){const i=\"png\"==e?\"canvas\":\"svg\",s=new f.CanvasLayer(i,t),{width:a,height:n}=this.layout.bbox;s.resize(a,n);const{canvas:o}=this.canvas_view.compose();return s.ctx.drawImage(o,0,0),s}serializable_state(){const e=super.serializable_state(),{children:t}=e,i=(0,n.__rest)(e,[\"children\"]),s=this.get_renderer_views().map((e=>e.serializable_state())).filter((e=>null!=e.bbox));return Object.assign(Object.assign({},i),{children:[...null!=t?t:[],...s]})}}i.PlotView=O,O.__name__=\"PlotView\"},\n function _(t,n,e,o,u){o(),e.throttle=function(t,n){let e=null,o=0,u=!1;return function(){return new Promise(((r,i)=>{const l=function(){o=Date.now(),e=null,u=!1;try{t(),r()}catch(t){i(t)}},a=Date.now(),c=n-(a-o);c<=0&&!u?(null!=e&&clearTimeout(e),u=!0,requestAnimationFrame(l)):e||u?r():e=setTimeout((()=>requestAnimationFrame(l)),c)}))}}},\n function _(t,n,e,a,s){a();const o=t(63),r=t(19);class l{constructor(t){this.parent=t,this.invalidate_dataranges=!0}get frame(){return this.parent.frame}update(t,n){const{x_ranges:e,y_ranges:a}=this.frame;if(null==t){for(const[,t]of e)t.reset();for(const[,t]of a)t.reset();this.update_dataranges()}else{const s=[];for(const[n,a]of e)s.push([a,t.xrs.get(n)]);for(const[n,e]of a)s.push([e,t.yrs.get(n)]);(null==n?void 0:n.scrolling)&&this._update_ranges_together(s),this._update_ranges_individually(s,n)}}reset(){this.update(null)}_update_dataranges(t){const n=new Map,e=new Map;let a=!1;for(const[,n]of t.x_ranges)n instanceof o.DataRange1d&&\"log\"==n.scale_hint&&(a=!0);for(const[,n]of t.y_ranges)n instanceof o.DataRange1d&&\"log\"==n.scale_hint&&(a=!0);for(const t of this.parent.model.data_renderers){const s=this.parent.renderer_view(t);if(null==s)continue;const o=s.glyph_view.bounds();if(null!=o&&n.set(t,o),a){const n=s.glyph_view.log_bounds();null!=n&&e.set(t,n)}}let s=!1,l=!1;const i=t.x_target.span,d=t.y_target.span;let u;!1!==this.parent.model.match_aspect&&0!=i&&0!=d&&(u=1/this.parent.model.aspect_scale*(i/d));for(const[,a]of t.x_ranges){if(a instanceof o.DataRange1d){const t=\"log\"==a.scale_hint?e:n;a.update(t,0,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}for(const[,a]of t.y_ranges){if(a instanceof o.DataRange1d){const t=\"log\"==a.scale_hint?e:n;a.update(t,1,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}if(s&&l){r.logger.warn(\"Follow enabled so bounds are unset.\");for(const[,n]of t.x_ranges)n.bounds=null;for(const[,n]of t.y_ranges)n.bounds=null}}update_dataranges(){this._update_dataranges(this.frame);for(const t of this.parent.model.renderers){const{coordinates:n}=t;null!=n&&this._update_dataranges(n)}null!=this.compute_initial()&&(this.invalidate_dataranges=!1)}compute_initial(){let t=!0;const{x_ranges:n,y_ranges:e}=this.frame,a=new Map,s=new Map;for(const[e,s]of n){const{start:n,end:o}=s;if(null==n||null==o||isNaN(n+o)){t=!1;break}a.set(e,{start:n,end:o})}if(t)for(const[n,a]of e){const{start:e,end:o}=a;if(null==e||null==o||isNaN(e+o)){t=!1;break}s.set(n,{start:e,end:o})}return t?{xrs:a,yrs:s}:(r.logger.warn(\"could not set initial ranges\"),null)}_update_ranges_together(t){let n=1;for(const[e,a]of t)n=Math.min(n,this._get_weight_to_constrain_interval(e,a));if(n<1)for(const[e,a]of t)a.start=n*a.start+(1-n)*e.start,a.end=n*a.end+(1-n)*e.end}_update_ranges_individually(t,n){const e=!!(null==n?void 0:n.panning),a=!!(null==n?void 0:n.scrolling);let s=!1;for(const[n,o]of t){if(!a){const t=this._get_weight_to_constrain_interval(n,o);t<1&&(o.start=t*o.start+(1-t)*n.start,o.end=t*o.end+(1-t)*n.end)}if(null!=n.bounds&&\"auto\"!=n.bounds){const[t,r]=n.bounds,l=Math.abs(o.end-o.start);n.is_reversed?(null!=t&&t>o.end&&(s=!0,o.end=t,(e||a)&&(o.start=t+l)),null!=r&&ro.start&&(s=!0,o.start=t,(e||a)&&(o.end=t+l)),null!=r&&r0&&r0&&r>a&&(s=(a-o)/(r-o)),s=Math.max(0,Math.min(1,s))}return s}}e.RangeManager=l,l.__name__=\"RangeManager\"},\n function _(t,i,s,e,n){e();const h=t(15);class a{constructor(t,i){this.parent=t,this.initial_state=i,this.changed=new h.Signal0(this.parent,\"state_changed\"),this.history=[],this.index=-1}_do_state_change(t){const i=null!=this.history[t]?this.history[t].state:this.initial_state;return null!=i.range&&this.parent.update_range(i.range),null!=i.selection&&this.parent.update_selection(i.selection),i}push(t,i){const{history:s,index:e}=this,n=null!=s[e]?s[e].state:{},h=Object.assign(Object.assign(Object.assign({},this.initial_state),n),i);this.history=this.history.slice(0,this.index+1),this.history.push({type:t,state:h}),this.index=this.history.length-1,this.changed.emit()}clear(){this.history=[],this.index=-1,this.changed.emit()}undo(){if(this.can_undo){this.index-=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}redo(){if(this.can_redo){this.index+=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}get can_undo(){return this.index>=0}get can_redo(){return this.indexm.emit();const s=encodeURIComponent,o=document.createElement(\"script\");o.type=\"text/javascript\",o.src=`https://maps.googleapis.com/maps/api/js?v=${s(e)}&key=${s(t)}&callback=_bokeh_gmaps_callback`,document.body.appendChild(o)}(t,e)}m.connect((()=>this.request_paint(\"everything\")))}this.unpause()}remove(){(0,p.remove)(this.map_el),super.remove()}update_range(t,e){var s,o;if(null==t)this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),super.update_range(null,e);else if(null!=t.sdx||null!=t.sdy)this.map.panBy(null!==(s=t.sdx)&&void 0!==s?s:0,null!==(o=t.sdy)&&void 0!==o?o:0),super.update_range(t,e);else if(null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),super.update_range(t,e);const s=t.factor<0?-1:1,o=this.map.getZoom();if(null!=o){const t=o+s;if(t>=2){this.map.setZoom(t);const[e,s]=this._get_projected_bounds();s-e<0&&this.map.setZoom(o)}}this.unpause()}this._set_bokeh_ranges()}_build_map(){const{maps:t}=google;this.map_types={satellite:t.MapTypeId.SATELLITE,terrain:t.MapTypeId.TERRAIN,roadmap:t.MapTypeId.ROADMAP,hybrid:t.MapTypeId.HYBRID};const e=this.model.map_options,s={center:new t.LatLng(e.lat,e.lng),zoom:e.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[e.map_type],scaleControl:e.scale_control,tilt:e.tilt};null!=e.styles&&(s.styles=JSON.parse(e.styles)),this.map_el=(0,p.div)({style:{position:\"absolute\"}}),this.canvas_view.add_underlay(this.map_el),this.map=new t.Map(this.map_el,s),t.event.addListener(this.map,\"idle\",(()=>this._set_bokeh_ranges())),t.event.addListener(this.map,\"bounds_changed\",(()=>this._set_bokeh_ranges())),t.event.addListenerOnce(this.map,\"tilesloaded\",(()=>this._render_finished())),this.connect(this.model.properties.map_options.change,(()=>this._update_options())),this.connect(this.model.map_options.properties.styles.change,(()=>this._update_styles())),this.connect(this.model.map_options.properties.lat.change,(()=>this._update_center(\"lat\"))),this.connect(this.model.map_options.properties.lng.change,(()=>this._update_center(\"lng\"))),this.connect(this.model.map_options.properties.zoom.change,(()=>this._update_zoom())),this.connect(this.model.map_options.properties.map_type.change,(()=>this._update_map_type())),this.connect(this.model.map_options.properties.scale_control.change,(()=>this._update_scale_control())),this.connect(this.model.map_options.properties.tilt.change,(()=>this._update_tilt()))}_render_finished(){this._tiles_loaded=!0,this.notify_finished()}has_finished(){return super.has_finished()&&!0===this._tiles_loaded}_get_latlon_bounds(){const t=this.map.getBounds(),e=t.getNorthEast(),s=t.getSouthWest();return[s.lng(),e.lng(),s.lat(),e.lat()]}_get_projected_bounds(){const[t,e,s,o]=this._get_latlon_bounds(),[i,a]=l.wgs84_mercator.compute(t,s),[n,p]=l.wgs84_mercator.compute(e,o);return[i,n,a,p]}_set_bokeh_ranges(){const[t,e,s,o]=this._get_projected_bounds();this.frame.x_range.setv({start:t,end:e}),this.frame.y_range.setv({start:s,end:o})}_update_center(t){var e;const s=null===(e=this.map.getCenter())||void 0===e?void 0:e.toJSON();null!=s&&(s[t]=this.model.map_options[t],this.map.setCenter(s),this._set_bokeh_ranges())}_update_map_type(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})}_update_scale_control(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})}_update_tilt(){this.map.setOptions({tilt:this.model.map_options.tilt})}_update_options(){this._update_styles(),this._update_center(\"lat\"),this._update_center(\"lng\"),this._update_zoom(),this._update_map_type()}_update_styles(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})}_update_zoom(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()}_map_hook(t,e){if(null==this.map&&\"undefined\"!=typeof google&&null!=google.maps&&this._build_map(),null!=this.map_el){const[t,s,o,i]=e;this.map_el.style.top=`${s}px`,this.map_el.style.left=`${t}px`,this.map_el.style.width=`${o}px`,this.map_el.style.height=`${i}px`}}_paint_empty(t,e){const s=this.layout.bbox.width,o=this.layout.bbox.height,[i,a,n,p]=e;t.clearRect(0,0,s,o),t.beginPath(),t.moveTo(0,0),t.lineTo(0,o),t.lineTo(s,o),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(i,a),t.lineTo(i+n,a),t.lineTo(i+n,a+p),t.lineTo(i,a+p),t.lineTo(i,a),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=(0,_.color2css)(this.model.border_fill_color),t.fill())}}s.GMapPlotView=d,d.__name__=\"GMapPlotView\"},\n function _(t,_,n,o,r){o();(0,t(1).__exportStar)(t(132),n)},\n function _(e,r,d,n,R){n(),R(\"GlyphRenderer\",e(175).GlyphRenderer),R(\"GraphRenderer\",e(339).GraphRenderer),R(\"GuideRenderer\",e(129).GuideRenderer);var G=e(41);R(\"Renderer\",G.Renderer),R(\"RendererGroup\",G.RendererGroup)},\n function _(e,r,i,n,t){var o;n();const s=e(176),d=e(175),a=e(303),p=e(302),l=e(113),_=e(178),h=e(283),y=e(286);class c extends s.DataRendererView{get glyph_view(){return this.node_view.glyph}async lazy_initialize(){await super.lazy_initialize(),this.apply_coordinates();const{parent:e}=this,{edge_renderer:r,node_renderer:i}=this.model;this.edge_view=await(0,l.build_view)(r,{parent:e}),this.node_view=await(0,l.build_view)(i,{parent:e})}connect_signals(){super.connect_signals(),this.connect(this.model.layout_provider.change,(()=>{this.apply_coordinates(),this.edge_view.set_data(),this.node_view.set_data(),this.request_render()}))}apply_coordinates(){const{edge_renderer:e,node_renderer:r}=this.model;if(!(e.glyph instanceof h.MultiLine||e.glyph instanceof y.Patches))throw new Error(`${this}.edge_renderer.glyph must be a MultiLine glyph`);if(!(r.glyph instanceof _.XYGlyph))throw new Error(`${this}.node_renderer.glyph must be a XYGlyph glyph`);const i=this.model.layout_provider.edge_coordinates,n=this.model.layout_provider.node_coordinates;e.glyph.properties.xs.internal=!0,e.glyph.properties.ys.internal=!0,r.glyph.properties.x.internal=!0,r.glyph.properties.y.internal=!0,e.glyph.xs={expr:i.x},e.glyph.ys={expr:i.y},r.glyph.x={expr:n.x},r.glyph.y={expr:n.y}}remove(){this.edge_view.remove(),this.node_view.remove(),super.remove()}_render(){this.edge_view.render(),this.node_view.render()}renderer_view(e){if(e instanceof d.GlyphRenderer){if(e==this.edge_view.model)return this.edge_view;if(e==this.node_view.model)return this.node_view}return super.renderer_view(e)}}i.GraphRendererView=c,c.__name__=\"GraphRendererView\";class g extends s.DataRenderer{constructor(e){super(e)}get_selection_manager(){return this.node_renderer.data_source.selection_manager}}i.GraphRenderer=g,o=g,g.__name__=\"GraphRenderer\",o.prototype.default_view=c,o.define((({Ref:e})=>({layout_provider:[e(a.LayoutProvider)],node_renderer:[e(d.GlyphRenderer)],edge_renderer:[e(d.GlyphRenderer)],selection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly],inspection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly]})))},\n function _(e,t,n,o,c){o();(0,e(1).__exportStar)(e(74),n),c(\"Selection\",e(72).Selection)},\n function _(a,e,S,o,r){o(),r(\"ServerSentDataSource\",a(342).ServerSentDataSource),r(\"AjaxDataSource\",a(344).AjaxDataSource),r(\"ColumnDataSource\",a(75).ColumnDataSource),r(\"ColumnarDataSource\",a(70).ColumnarDataSource),r(\"CDSView\",a(190).CDSView),r(\"DataSource\",a(71).DataSource),r(\"GeoJSONDataSource\",a(345).GeoJSONDataSource),r(\"WebDataSource\",a(343).WebDataSource)},\n function _(e,t,i,a,s){a();const n=e(343);class r extends n.WebDataSource{constructor(e){super(e),this.initialized=!1}setup(){if(!this.initialized){this.initialized=!0;new EventSource(this.data_url).onmessage=e=>{var t;this.load_data(JSON.parse(e.data),this.mode,null!==(t=this.max_size)&&void 0!==t?t:void 0)}}}}i.ServerSentDataSource=r,r.__name__=\"ServerSentDataSource\"},\n function _(e,t,a,n,r){var s;n();const l=e(75),o=e(20);class c extends l.ColumnDataSource{constructor(e){super(e)}get_column(e){const t=this.data[e];return null!=t?t:[]}get_length(){var e;return null!==(e=super.get_length())&&void 0!==e?e:0}initialize(){super.initialize(),this.setup()}load_data(e,t,a){const{adapter:n}=this;let r;switch(r=null!=n?n.execute(this,{response:e}):e,t){case\"replace\":this.data=r;break;case\"append\":{const e=this.data;for(const t of this.columns()){const n=Array.from(e[t]),s=Array.from(r[t]),l=n.concat(s);r[t]=null!=a?l.slice(-a):l}this.data=r;break}}}}a.WebDataSource=c,s=c,c.__name__=\"WebDataSource\",s.define((({Any:e,Int:t,String:a,Nullable:n})=>({max_size:[n(t),null],mode:[o.UpdateMode,\"replace\"],adapter:[n(e),null],data_url:[a]})))},\n function _(t,e,i,s,a){var n;s();const r=t(343),o=t(20),l=t(19),d=t(13);class h extends r.WebDataSource{constructor(t){super(t),this.interval=null,this.initialized=!1}destroy(){null!=this.interval&&clearInterval(this.interval),super.destroy()}setup(){if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),null!=this.polling_interval)){const t=()=>this.get_data(this.mode,this.max_size,this.if_modified);this.interval=setInterval(t,this.polling_interval)}}get_data(t,e=null,i=!1){const s=this.prepare_request();s.addEventListener(\"load\",(()=>this.do_load(s,t,null!=e?e:void 0))),s.addEventListener(\"error\",(()=>this.do_error(s))),s.send()}prepare_request(){const t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader(\"Content-Type\",this.content_type);const e=this.http_headers;for(const[i,s]of(0,d.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){l.logger.error(`Failed to fetch JSON from ${this.data_url} with code ${t.status}`)}}i.AjaxDataSource=h,n=h,h.__name__=\"AjaxDataSource\",n.define((({Boolean:t,Int:e,String:i,Dict:s,Nullable:a})=>({polling_interval:[a(e),null],content_type:[i,\"application/json\"],http_headers:[s(i),{}],method:[o.HTTPMethod,\"POST\"],if_modified:[t,!1]})))},\n function _(e,t,o,r,n){var s;r();const a=e(70),i=e(19),l=e(9),c=e(13);function _(e){return null!=e?e:NaN}const{hasOwnProperty:g}=Object.prototype;class u extends a.ColumnarDataSource{constructor(e){super(e)}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(0,l.range)(0,e).map((e=>[]))}_get_new_nan_array(e){return(0,l.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(0,c.entries)(s))g.call(t,e)||(t[e]=this._get_new_nan_array(r)),t[e][o]=_(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]=_(s);break}case\"LineString\":{const{coordinates:r}=e;for(let e=0;e1&&i.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\");const r=e.coordinates[0];for(let e=0;e1&&i.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\"),n.push(t[0]);const s=n.reduce(r);for(let e=0;e({geojson:[e]}))),s.internal((({Dict:e,Arrayable:t})=>({data:[e(t),{}]})))},\n function _(e,r,T,o,S){o(),S(\"BBoxTileSource\",e(347).BBoxTileSource),S(\"MercatorTileSource\",e(348).MercatorTileSource),S(\"QUADKEYTileSource\",e(351).QUADKEYTileSource),S(\"TileRenderer\",e(352).TileRenderer),S(\"TileSource\",e(349).TileSource),S(\"TMSTileSource\",e(355).TMSTileSource),S(\"WMTSTileSource\",e(353).WMTSTileSource)},\n function _(e,t,r,o,l){var i;o();const n=e(348);class s extends n.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars);let l,i,n,s;return this.use_latlon?[i,s,l,n]=this.get_tile_geographic_bounds(e,t,r):[i,s,l,n]=this.get_tile_meter_bounds(e,t,r),o.replace(\"{XMIN}\",i.toString()).replace(\"{YMIN}\",s.toString()).replace(\"{XMAX}\",l.toString()).replace(\"{YMAX}\",n.toString())}}r.BBoxTileSource=s,i=s,s.__name__=\"BBoxTileSource\",i.define((({Boolean:e})=>({use_latlon:[e,!1]})))},\n function _(t,e,i,_,s){var r;_();const o=t(349),n=t(9),l=t(350);class u extends o.TileSource{constructor(t){super(t)}initialize(){super.initialize(),this._resolutions=(0,n.range)(this.min_zoom,this.max_zoom+1).map((t=>this.get_resolution(t)))}_computed_initial_resolution(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size}is_valid_tile(t,e,i){return!(!this.wrap_around&&(t<0||t>=2**i))&&!(e<0||e>=2**i)}parent_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=_.substring(0,_.length-1);return this.quadkey_to_tile_xyz(s)}get_resolution(t){return this._computed_initial_resolution()/2**t}get_resolution_by_extent(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]}get_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s);let o=0;for(const t of this._resolutions){if(r>t){if(0==o)return 0;if(o>0)return o-1}o+=1}return o-1}get_closest_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s),o=this._resolutions.reduce((function(t,e){return Math.abs(e-r)e?(u=o-s,a*=t):(u*=e,a=n-r)}const h=(u-(o-s))/2,c=(a-(n-r))/2;return[s-h,r-c,o+h,n+c]}tms_to_wmts(t,e,i){return[t,2**i-1-e,i]}wmts_to_tms(t,e,i){return[t,2**i-1-e,i]}pixels_to_meters(t,e,i){const _=this.get_resolution(i);return[t*_-this.x_origin_offset,e*_-this.y_origin_offset]}meters_to_pixels(t,e,i){const _=this.get_resolution(i);return[(t+this.x_origin_offset)/_,(e+this.y_origin_offset)/_]}pixels_to_tile(t,e){let i=Math.ceil(t/this.tile_size);i=0===i?i:i-1;return[i,Math.max(Math.ceil(e/this.tile_size)-1,0)]}pixels_to_raster(t,e,i){return[t,(this.tile_size<=l;t--)for(let i=n;i<=u;i++)this.is_valid_tile(i,t,e)&&h.push([i,t,e,this.get_tile_meter_bounds(i,t,e)]);return this.sort_tiles_from_center(h,[n,l,u,a]),h}quadkey_to_tile_xyz(t){let e=0,i=0;const _=t.length;for(let s=_;s>0;s--){const r=1<0;s--){const i=1<0;)if(s=s.substring(0,s.length-1),[t,e,i]=this.quadkey_to_tile_xyz(s),[t,e,i]=this.denormalize_xyz(t,e,i,_),this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]}normalize_xyz(t,e,i){if(this.wrap_around){const _=2**i;return[(t%_+_)%_,e,i]}return[t,e,i]}denormalize_xyz(t,e,i,_){return[t+_*2**i,e,i]}denormalize_meters(t,e,i,_){return[t+2*_*Math.PI*6378137,e]}calculate_world_x_by_tile_xyz(t,e,i){return Math.floor(t/2**i)}}i.MercatorTileSource=u,r=u,u.__name__=\"MercatorTileSource\",r.define((({Boolean:t})=>({snap_to_zoom:[t,!1],wrap_around:[t,!0]}))),r.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},\n function _(e,t,r,i,n){var l;i();const a=e(53),s=e(13);class c extends a.Model{constructor(e){super(e)}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(0,s.entries)(t))r=r.replace(`{${e}}`,i);return r}_normalize_case(){const e=this.url.replace(\"{x}\",\"{X}\").replace(\"{y}\",\"{Y}\").replace(\"{z}\",\"{Z}\").replace(\"{q}\",\"{Q}\").replace(\"{xmin}\",\"{XMIN}\").replace(\"{ymin}\",\"{YMIN}\").replace(\"{xmax}\",\"{XMAX}\").replace(\"{ymax}\",\"{YMAX}\");this.url=e}_clear_cache(){this.tiles=new Map}tile_xyz_to_key(e,t,r){return`${e}:${t}:${r}`}key_to_tile_xyz(e){const[t,r,i]=e.split(\":\").map((e=>parseInt(e)));return[t,r,i]}sort_tiles_from_center(e,t){const[r,i,n,l]=t,a=(n-r)/2+r,s=(l-i)/2+i;e.sort((function(e,t){return Math.sqrt((a-e[0])**2+(s-e[1])**2)-Math.sqrt((a-t[0])**2+(s-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=c,l=c,c.__name__=\"TileSource\",l.define((({Number:e,String:t,Dict:r,Nullable:i})=>({url:[t,\"\"],tile_size:[e,256],max_zoom:[e,30],min_zoom:[e,0],extra_url_vars:[r(t),{}],attribution:[t,\"\"],x_origin_offset:[e],y_origin_offset:[e],initial_resolution:[i(e),null]})))},\n function _(t,e,r,n,o){n();const c=t(78);function _(t,e){return c.wgs84_mercator.compute(t,e)}function g(t,e){return c.wgs84_mercator.invert(t,e)}r.geographic_to_meters=_,r.meters_to_geographic=g,r.geographic_extent_to_meters=function(t){const[e,r,n,o]=t,[c,g]=_(e,r),[i,u]=_(n,o);return[c,g,i,u]},r.meters_extent_to_geographic=function(t){const[e,r,n,o]=t,[c,_]=g(e,r),[i,u]=g(n,o);return[c,_,i,u]}},\n function _(e,t,r,s,_){s();const o=e(348);class c extends o.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const s=this.string_lookup_replace(this.url,this.extra_url_vars),[_,o,c]=this.tms_to_wmts(e,t,r),i=this.tile_xyz_to_quadkey(_,o,c);return s.replace(\"{Q}\",i)}}r.QUADKEYTileSource=c,c.__name__=\"QUADKEYTileSource\"},\n function _(t,e,i,s,_){s();const n=t(1);var a;const o=t(349),r=t(353),h=t(41),l=t(58),d=t(43),m=t(136),c=t(9),u=t(8),p=(0,n.__importStar)(t(354));class g extends h.RendererView{initialize(){this._tiles=[],super.initialize()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.tile_source.change,(()=>this.request_render()))}remove(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el),super.remove()}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&&(0,d.removeElement)(this.attribution_el);const{attribution:t}=this.model.tile_source;if((0,u.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=(0,d.div)({class:p.tile_attribution,style:{position:\"absolute\",right:`${s}px`,bottom:`${_}px`,\"max-width\":n-4+\"px\",padding:\"2px\",\"background-color\":\"rgba(255,255,255,0.5)\",\"font-size\":\"9px\",\"line-height\":\"1.05\",\"white-space\":\"nowrap\",overflow:\"hidden\",\"text-overflow\":\"ellipsis\"}}),this.plot_view.canvas_view.add_event(this.attribution_el),this.attribution_el.innerHTML=t,this.attribution_el.title=this.attribution_el.textContent.replace(/\\s*\\n\\s*/g,\" \")}}_map_data(){this.initial_extent=this.get_extent();const t=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width),e=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width,t);this.x_range.start=e[0],this.y_range.start=e[1],this.x_range.end=e[2],this.y_range.end=e[3],this.x_range instanceof l.Range1d&&(this.x_range.reset_start=e[0],this.x_range.reset_end=e[2]),this.y_range instanceof l.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=this.model.tile_source.tile_xyz_to_quadkey(t,e,i),a=this.model.tile_source.tile_xyz_to_key(t,e,i);if(this.model.tile_source.tiles.has(a))return;const[o,r,h]=this.model.tile_source.normalize_xyz(t,e,i),l=this.model.tile_source.get_image_url(o,r,h),d={img:void 0,tile_coords:[t,e,i],normalized_coords:[o,r,h],quadkey:n,cache_key:a,bounds:s,loaded:!1,finished:!1,x_coord:s[0],y_coord:s[3]};this.model.tile_source.tiles.set(a,d),this._tiles.push(d),new m.ImageLoader(l,{loaded:t=>{Object.assign(d,{img:t,loaded:!0}),_?(d.finished=!0,this.notify_finished()):this.request_render()},failed(){d.finished=!0}})}_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,o=t,r=i,h=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(e.img,o,r,n,a),this.map_canvas.setImageSmoothingEnabled(h),e.finished=!0}}_set_rect(){const t=this.plot_model.outline_line_width,e=this.map_frame.bbox.left+t/2,i=this.map_frame.bbox.top+t/2,s=this.map_frame.bbox.width-t,_=this.map_frame.bbox.height-t;this.map_canvas.rect(e,i,s,_),this.map_canvas.clip()}_render_tiles(t){this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha;for(const e of t)this._draw_tile(e);this.map_canvas.restore()}_prefetch_tiles(){const{tile_source:t}=this.model,e=this.get_extent(),i=this.map_frame.bbox.height,s=this.map_frame.bbox.width,_=this.model.tile_source.get_level_by_extent(e,i,s),n=this.model.tile_source.get_tiles_by_extent(e,_);for(let e=0,i=Math.min(10,n.length);ei&&(s=this.extent,o=i,r=!0),r&&(this.x_range.setv({start:s[0],end:s[2]}),this.y_range.setv({start:s[1],end:s[3]})),this.extent=s;const h=t.get_tiles_by_extent(s,o),l=[],d=[],m=[],u=[];for(const e of h){const[i,s,n]=e,a=t.tile_xyz_to_key(i,s,n),o=t.tiles.get(a);if(null!=o&&o.loaded)d.push(a);else if(this.model.render_parents){const[e,a,o]=t.get_closest_parent_by_tile_xyz(i,s,n),r=t.tile_xyz_to_key(e,a,o),h=t.tiles.get(r);if(null!=h&&h.loaded&&!(0,c.includes)(m,r)&&m.push(r),_){const e=t.children_by_tile_xyz(i,s,n);for(const[i,s,_]of e){const e=t.tile_xyz_to_key(i,s,_);t.tiles.has(e)&&u.push(e)}}}null==o&&l.push(e)}this._render_tiles(m),this._render_tiles(u),this._render_tiles(d),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout((()=>this._fetch_tiles(l)),65)}}i.TileRendererView=g,g.__name__=\"TileRendererView\";class b extends h.Renderer{constructor(t){super(t)}}i.TileRenderer=b,a=b,b.__name__=\"TileRenderer\",a.prototype.default_view=g,a.define((({Boolean:t,Number:e,Ref:i})=>({alpha:[e,1],smoothing:[t,!0],tile_source:[i(o.TileSource),()=>new r.WMTSTileSource],render_parents:[t,!0]}))),a.override({level:\"image\"})},\n function _(t,e,r,o,s){o();const c=t(348);class i extends c.MercatorTileSource{constructor(t){super(t)}get_image_url(t,e,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars),[s,c,i]=this.tms_to_wmts(t,e,r);return o.replace(\"{X}\",s.toString()).replace(\"{Y}\",c.toString()).replace(\"{Z}\",i.toString())}}r.WMTSTileSource=i,i.__name__=\"WMTSTileSource\"},\n function _(t,o,i,b,r){b(),i.root=\"bk-root\",i.tile_attribution=\"bk-tile-attribution\",i.default=\".bk-root .bk-tile-attribution a{color:black;}\"},\n function _(e,r,t,c,o){c();const i=e(348);class l extends i.MercatorTileSource{constructor(e){super(e)}get_image_url(e,r,t){return this.string_lookup_replace(this.url,this.extra_url_vars).replace(\"{X}\",e.toString()).replace(\"{Y}\",r.toString()).replace(\"{Z}\",t.toString())}}t.TMSTileSource=l,l.__name__=\"TMSTileSource\"},\n function _(e,t,u,a,r){a(),r(\"CanvasTexture\",e(357).CanvasTexture),r(\"ImageURLTexture\",e(359).ImageURLTexture),r(\"Texture\",e(358).Texture)},\n function _(t,e,n,c,s){var r;c();const o=t(358),a=t(34);class u extends o.Texture{constructor(t){super(t)}get func(){const t=(0,a.use_strict)(this.code);return new Function(\"ctx\",\"color\",\"scale\",\"weight\",t)}get_pattern(t,e,n){const c=document.createElement(\"canvas\");c.width=e,c.height=e;const s=c.getContext(\"2d\");return this.func.call(this,s,t,e,n),c}}n.CanvasTexture=u,r=u,u.__name__=\"CanvasTexture\",r.define((({String:t})=>({code:[t]})))},\n function _(e,t,n,r,o){var i;r();const s=e(53),u=e(20);class c extends s.Model{constructor(e){super(e)}}n.Texture=c,i=c,c.__name__=\"Texture\",i.define((()=>({repetition:[u.TextureRepetition,\"repeat\"]})))},\n function _(e,t,i,r,n){var a;r();const s=e(358),o=e(136);class u extends s.Texture{constructor(e){super(e)}initialize(){super.initialize(),this._loader=new o.ImageLoader(this.url)}get_pattern(e,t,i){const{_loader:r}=this;return this._loader.finished?r.image:r.promise}}i.ImageURLTexture=u,a=u,u.__name__=\"ImageURLTexture\",a.define((({String:e})=>({url:[e]})))},\n function _(o,l,T,e,t){e(),t(\"ActionTool\",o(238).ActionTool),t(\"CustomAction\",o(361).CustomAction),t(\"HelpTool\",o(239).HelpTool),t(\"RedoTool\",o(362).RedoTool),t(\"ResetTool\",o(363).ResetTool),t(\"SaveTool\",o(364).SaveTool),t(\"UndoTool\",o(365).UndoTool),t(\"ZoomInTool\",o(366).ZoomInTool),t(\"ZoomOutTool\",o(369).ZoomOutTool),t(\"ButtonTool\",o(224).ButtonTool),t(\"EditTool\",o(370).EditTool),t(\"BoxEditTool\",o(371).BoxEditTool),t(\"FreehandDrawTool\",o(372).FreehandDrawTool),t(\"PointDrawTool\",o(373).PointDrawTool),t(\"PolyDrawTool\",o(374).PolyDrawTool),t(\"PolyTool\",o(375).PolyTool),t(\"PolyEditTool\",o(376).PolyEditTool),t(\"BoxSelectTool\",o(377).BoxSelectTool),t(\"BoxZoomTool\",o(379).BoxZoomTool),t(\"GestureTool\",o(223).GestureTool),t(\"LassoSelectTool\",o(380).LassoSelectTool),t(\"LineEditTool\",o(382).LineEditTool),t(\"PanTool\",o(384).PanTool),t(\"PolySelectTool\",o(381).PolySelectTool),t(\"RangeTool\",o(385).RangeTool),t(\"SelectTool\",o(378).SelectTool),t(\"TapTool\",o(386).TapTool),t(\"WheelPanTool\",o(387).WheelPanTool),t(\"WheelZoomTool\",o(388).WheelZoomTool),t(\"CrosshairTool\",o(389).CrosshairTool),t(\"CustomJSHover\",o(390).CustomJSHover),t(\"HoverTool\",o(391).HoverTool),t(\"InspectTool\",o(232).InspectTool),t(\"Tool\",o(222).Tool),t(\"ToolProxy\",o(394).ToolProxy),t(\"Toolbar\",o(221).Toolbar),t(\"ToolbarBase\",o(233).ToolbarBase),t(\"ProxyToolbar\",o(395).ProxyToolbar),t(\"ToolbarBox\",o(395).ToolbarBox)},\n function _(t,o,e,s,n){var c;s();const i=t(238);class u extends i.ActionToolButtonView{css_classes(){return super.css_classes().concat(\"bk-toolbar-button-custom-action\")}}e.CustomActionButtonView=u,u.__name__=\"CustomActionButtonView\";class l extends i.ActionToolView{doit(){var t;null===(t=this.model.callback)||void 0===t||t.execute(this.model)}}e.CustomActionView=l,l.__name__=\"CustomActionView\";class a extends i.ActionTool{constructor(t){super(t),this.tool_name=\"Custom Action\",this.button_view=u}}e.CustomAction=a,c=a,a.__name__=\"CustomAction\",c.prototype.default_view=l,c.define((({Any:t,String:o,Nullable:e})=>({callback:[e(t)],icon:[o]}))),c.override({description:\"Perform a Custom Action\"})},\n function _(e,o,t,i,s){var n;i();const l=e(238),_=e(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_redo))}doit(){const e=this.plot_view.state.redo();null!=(null==e?void 0:e.range)&&this.plot_view.trigger_ranges_update_event()}}t.RedoToolView=d,d.__name__=\"RedoToolView\";class a extends l.ActionTool{constructor(e){super(e),this.tool_name=\"Redo\",this.icon=_.tool_icon_redo}}t.RedoTool=a,n=a,a.__name__=\"RedoTool\",n.prototype.default_view=d,n.override({disabled:!0}),n.register_alias(\"redo\",(()=>new a))},\n function _(e,o,t,s,i){var _;s();const n=e(238),l=e(228);class c extends n.ActionToolView{doit(){this.plot_view.reset()}}t.ResetToolView=c,c.__name__=\"ResetToolView\";class r extends n.ActionTool{constructor(e){super(e),this.tool_name=\"Reset\",this.icon=l.tool_icon_reset}}t.ResetTool=r,_=r,r.__name__=\"ResetTool\",_.prototype.default_view=c,_.register_alias(\"reset\",(()=>new r))},\n function _(e,o,t,a,i){var s;a();const c=e(238),n=e(228);class l extends c.ActionToolView{async copy(){const e=await this.plot_view.to_blob(),o=new ClipboardItem({[e.type]:Promise.resolve(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=l,l.__name__=\"SaveToolView\";class r extends c.ActionTool{constructor(e){super(e),this.tool_name=\"Save\",this.icon=n.tool_icon_save}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=r,s=r,r.__name__=\"SaveTool\",s.prototype.default_view=l,s.register_alias(\"save\",(()=>new r))},\n function _(o,e,t,n,i){var s;n();const l=o(238),_=o(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_undo))}doit(){const o=this.plot_view.state.undo();null!=(null==o?void 0:o.range)&&this.plot_view.trigger_ranges_update_event()}}t.UndoToolView=d,d.__name__=\"UndoToolView\";class a extends l.ActionTool{constructor(o){super(o),this.tool_name=\"Undo\",this.icon=_.tool_icon_undo}}t.UndoTool=a,s=a,a.__name__=\"UndoTool\",s.prototype.default_view=d,s.override({disabled:!0}),s.register_alias(\"undo\",(()=>new a))},\n function _(o,n,e,i,s){var t;i();const _=o(367),m=o(228);class a extends _.ZoomBaseToolView{}e.ZoomInToolView=a,a.__name__=\"ZoomInToolView\";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=1,this.tool_name=\"Zoom In\",this.icon=m.tool_icon_zoom_in}}e.ZoomInTool=l,t=l,l.__name__=\"ZoomInTool\",t.prototype.default_view=a,t.register_alias(\"zoom_in\",(()=>new l({dimensions:\"both\"}))),t.register_alias(\"xzoom_in\",(()=>new l({dimensions:\"width\"}))),t.register_alias(\"yzoom_in\",(()=>new l({dimensions:\"height\"})))},\n function _(o,t,e,i,s){var n;i();const a=o(238),_=o(20),l=o(368);class m extends a.ActionToolView{doit(){var o;const t=this.plot_view.frame,e=this.model.dimensions,i=\"width\"==e||\"both\"==e,s=\"height\"==e||\"both\"==e,n=(0,l.scale_range)(t,this.model.sign*this.model.factor,i,s);this.plot_view.state.push(\"zoom_out\",{range:n}),this.plot_view.update_range(n,{scrolling:!0,maintain_focus:this.model.maintain_focus}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model),this.plot_view.trigger_ranges_update_event()}}e.ZoomBaseToolView=m,m.__name__=\"ZoomBaseToolView\";class h extends a.ActionTool{constructor(o){super(o),this.maintain_focus=!0}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.ZoomBaseTool=h,n=h,h.__name__=\"ZoomBaseTool\",n.define((({Percent:o})=>({factor:[o,.1],dimensions:[_.Dimensions,\"both\"]})))},\n function _(n,t,o,r,s){r();const c=n(10);function e(n,t,o){const[r,s]=[n.start,n.end],c=null!=o?o:(s+r)/2;return[r-(r-c)*t,s-(s-c)*t]}function a(n,[t,o]){const r=new Map;for(const[s,c]of n){const[n,e]=c.r_invert(t,o);r.set(s,{start:n,end:e})}return r}o.scale_highlow=e,o.get_info=a,o.scale_range=function(n,t,o=!0,r=!0,s){t=(0,c.clamp)(t,-.9,.9);const l=o?t:0,[u,i]=e(n.bbox.h_range,l,null!=s?s.x:void 0),_=a(n.x_scales,[u,i]),f=r?t:0,[g,x]=e(n.bbox.v_range,f,null!=s?s.y:void 0);return{xrs:_,yrs:a(n.y_scales,[g,x]),factor:t}}},\n function _(o,e,t,i,s){var n;i();const _=o(367),a=o(228);class m extends _.ZoomBaseToolView{}t.ZoomOutToolView=m,m.__name__=\"ZoomOutToolView\";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=-1,this.tool_name=\"Zoom Out\",this.icon=a.tool_icon_zoom_out}}t.ZoomOutTool=l,n=l,l.__name__=\"ZoomOutTool\",n.prototype.default_view=m,n.define((({Boolean:o})=>({maintain_focus:[o,!0]}))),n.register_alias(\"zoom_out\",(()=>new l({dimensions:\"both\"}))),n.register_alias(\"xzoom_out\",(()=>new l({dimensions:\"width\"}))),n.register_alias(\"yzoom_out\",(()=>new l({dimensions:\"height\"})))},\n function _(e,t,s,o,n){var r;o();const i=e(9),c=e(8),a=e(11),_=e(175),l=e(223);class d extends l.GestureToolView{constructor(){super(...arguments),this._mouse_in_frame=!0}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?\"append\":!t&&s?\"intersect\":t&&s?\"subtract\":void(0,a.unreachable)():\"replace\"}_move_enter(e){this._mouse_in_frame=!0}_move_exit(e){this._mouse_in_frame=!1}_map_drag(e,t,s){if(!this.plot_view.frame.bbox.contains(e,t))return null;const o=this.plot_view.renderer_view(s);if(null==o)return null;return[o.coordinates.x_scale.invert(e),o.coordinates.y_scale.invert(t)]}_delete_selected(e){const t=e.data_source,s=t.selected.indices;s.sort();for(const e of t.columns()){const o=t.get_array(e);for(let e=0;e({custom_icon:[n(t),null],empty_value:[e],renderers:[s(o(_.GlyphRenderer)),[]]})))},\n function _(e,t,s,i,_){var o;i();const n=e(43),a=e(20),d=e(370),l=e(228);class r extends d.EditToolView{_tap(e){null==this._draw_basepoint&&null==this._basepoint&&this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)if(e.keyCode===n.Keys.Backspace)this._delete_selected(t);else if(e.keyCode==n.Keys.Esc){t.data_source.selection_manager.clear()}}_set_extent([e,t],[s,i],_,o=!1){const n=this.model.renderers[0],a=this.plot_view.renderer_view(n);if(null==a)return;const d=n.glyph,l=n.data_source,[r,h]=a.coordinates.x_scale.r_invert(e,t),[p,u]=a.coordinates.y_scale.r_invert(s,i),[c,m]=[(r+h)/2,(p+u)/2],[f,b]=[h-r,u-p],[y,x]=[d.x.field,d.y.field],[w,v]=[d.width.field,d.height.field];if(_)this._pop_glyphs(l,this.model.num_objects),y&&l.get_array(y).push(c),x&&l.get_array(x).push(m),w&&l.get_array(w).push(f),v&&l.get_array(v).push(b),this._pad_empty_columns(l,[y,x,w,v]);else{const e=l.data[y].length-1;y&&(l.data[y][e]=c),x&&(l.data[x][e]=m),w&&(l.data[w][e]=f),v&&(l.data[v][e]=b)}this._emit_cds_changes(l,!0,!1,o)}_update_box(e,t=!1,s=!1){if(null==this._draw_basepoint)return;const i=[e.sx,e.sy],_=this.plot_view.frame,o=this.model.dimensions,n=this.model._get_dim_limits(this._draw_basepoint,i,_,o);if(null!=n){const[e,i]=n;this._set_extent(e,i,t,s)}}_doubletap(e){this.model.active&&(null!=this._draw_basepoint?(this._update_box(e,!1,!0),this._draw_basepoint=null):(this._draw_basepoint=[e.sx,e.sy],this._select_event(e,\"append\",this.model.renderers),this._update_box(e,!0,!1)))}_move(e){this._update_box(e,!1,!1)}_pan_start(e){if(e.shiftKey){if(null!=this._draw_basepoint)return;this._draw_basepoint=[e.sx,e.sy],this._update_box(e,!0,!1)}else{if(null!=this._basepoint)return;this._select_event(e,\"append\",this.model.renderers),this._basepoint=[e.sx,e.sy]}}_pan(e,t=!1,s=!1){if(e.shiftKey){if(null==this._draw_basepoint)return;this._update_box(e,t,s)}else{if(null==this._basepoint)return;this._drag_points(e,this.model.renderers)}}_pan_end(e){if(this._pan(e,!1,!0),e.shiftKey)this._draw_basepoint=null;else{this._basepoint=null;for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0)}}}s.BoxEditToolView=r,r.__name__=\"BoxEditToolView\";class h extends d.EditTool{constructor(e){super(e),this.tool_name=\"Box Edit Tool\",this.icon=l.tool_icon_box_edit,this.event_type=[\"tap\",\"pan\",\"move\"],this.default_order=1}}s.BoxEditTool=h,o=h,h.__name__=\"BoxEditTool\",o.prototype.default_view=r,o.define((({Int:e})=>({dimensions:[a.Dimensions,\"both\"],num_objects:[e,0]})))},\n function _(e,t,a,s,r){var _;s();const d=e(43),o=e(8),n=e(370),i=e(228);class l extends n.EditToolView{_draw(e,t,a=!1){if(!this.model.active)return;const s=this.model.renderers[0],r=this._map_drag(e.sx,e.sy,s);if(null==r)return;const[_,d]=r,n=s.data_source,i=s.glyph,[l,h]=[i.xs.field,i.ys.field];if(\"new\"==t)this._pop_glyphs(n,this.model.num_objects),l&&n.get_array(l).push([_]),h&&n.get_array(h).push([d]),this._pad_empty_columns(n,[l,h]);else if(\"add\"==t){if(l){const e=n.data[l].length-1;let t=n.get_array(l)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[l][e]=t),t.push(_)}if(h){const e=n.data[h].length-1;let t=n.get_array(h)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[h][e]=t),t.push(d)}}this._emit_cds_changes(n,!0,!0,a)}_pan_start(e){this._draw(e,\"new\")}_pan(e){this._draw(e,\"add\")}_pan_end(e){this._draw(e,\"add\",!0)}_tap(e){this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===d.Keys.Esc?t.data_source.selection_manager.clear():e.keyCode===d.Keys.Backspace&&this._delete_selected(t)}}a.FreehandDrawToolView=l,l.__name__=\"FreehandDrawToolView\";class h extends n.EditTool{constructor(e){super(e),this.tool_name=\"Freehand Draw Tool\",this.icon=i.tool_icon_freehand_draw,this.event_type=[\"pan\",\"tap\"],this.default_order=3}}a.FreehandDrawTool=h,_=h,h.__name__=\"FreehandDrawTool\",_.prototype.default_view=l,_.define((({Int:e})=>({num_objects:[e,0]}))),_.register_alias(\"freehand_draw\",(()=>new h))},\n function _(e,t,s,o,a){var i;o();const n=e(43),_=e(370),r=e(228);class d extends _.EditToolView{_tap(e){if(this._select_event(e,this._select_mode(e),this.model.renderers).length||!this.model.add)return;const t=this.model.renderers[0],s=this._map_drag(e.sx,e.sy,t);if(null==s)return;const o=t.glyph,a=t.data_source,[i,n]=[o.x.field,o.y.field],[_,r]=s;this._pop_glyphs(a,this.model.num_objects),i&&a.get_array(i).push(_),n&&a.get_array(n).push(r),this._pad_empty_columns(a,[i,n]),a.change.emit(),a.data=a.data,a.properties.data.change.emit()}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===n.Keys.Backspace?this._delete_selected(t):e.keyCode==n.Keys.Esc&&t.data_source.selection_manager.clear()}_pan_start(e){this.model.drag&&(this._select_event(e,\"append\",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){this.model.drag&&null!=this._basepoint&&this._drag_points(e,this.model.renderers)}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0);this._basepoint=null}}}s.PointDrawToolView=d,d.__name__=\"PointDrawToolView\";class l extends _.EditTool{constructor(e){super(e),this.tool_name=\"Point Draw Tool\",this.icon=r.tool_icon_point_draw,this.event_type=[\"tap\",\"pan\",\"move\"],this.default_order=2}}s.PointDrawTool=l,i=l,l.__name__=\"PointDrawTool\",i.prototype.default_view=d,i.define((({Boolean:e,Int:t})=>({add:[e,!0],drag:[e,!0],num_objects:[t,0]})))},\n function _(e,t,s,i,a){var r;i();const o=e(43),n=e(8),d=e(375),_=e(228);class h extends d.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._initialized=!1}_tap(e){this._drawing?this._draw(e,\"add\",!0):this._select_event(e,this._select_mode(e),this.model.renderers)}_draw(e,t,s=!1){const i=this.model.renderers[0],a=this._map_drag(e.sx,e.sy,i);if(this._initialized||this.activate(),null==a)return;const[r,o]=this._snap_to_vertex(e,...a),d=i.data_source,_=i.glyph,[h,l]=[_.xs.field,_.ys.field];if(\"new\"==t)this._pop_glyphs(d,this.model.num_objects),h&&d.get_array(h).push([r,r]),l&&d.get_array(l).push([o,o]),this._pad_empty_columns(d,[h,l]);else if(\"edit\"==t){if(h){const e=d.data[h][d.data[h].length-1];e[e.length-1]=r}if(l){const e=d.data[l][d.data[l].length-1];e[e.length-1]=o}}else if(\"add\"==t){if(h){const e=d.data[h].length-1;let t=d.get_array(h)[e];const s=t[t.length-1];t[t.length-1]=r,(0,n.isArray)(t)||(t=Array.from(t),d.data[h][e]=t),t.push(s)}if(l){const e=d.data[l].length-1;let t=d.get_array(l)[e];const s=t[t.length-1];t[t.length-1]=o,(0,n.isArray)(t)||(t=Array.from(t),d.data[l][e]=t),t.push(s)}}this._emit_cds_changes(d,!0,!1,s)}_show_vertices(){if(!this.model.active)return;const e=[],t=[];for(let s=0;sthis._show_vertices()))}this._initialized=!0}}deactivate(){this._drawing&&(this._remove(),this._drawing=!1),this.model.vertex_renderer&&this._hide_vertices()}}s.PolyDrawToolView=h,h.__name__=\"PolyDrawToolView\";class l extends d.PolyTool{constructor(e){super(e),this.tool_name=\"Polygon Draw Tool\",this.icon=_.tool_icon_poly_draw,this.event_type=[\"pan\",\"tap\",\"move\"],this.default_order=3}}s.PolyDrawTool=l,r=l,l.__name__=\"PolyDrawTool\",r.prototype.default_view=h,r.define((({Boolean:e,Int:t})=>({drag:[e,!0],num_objects:[t,0]})))},\n function _(e,r,t,s,o){var _;s();const d=e(8),i=e(370);class l extends i.EditToolView{_set_vertices(e,r){const t=this.model.vertex_renderer.glyph,s=this.model.vertex_renderer.data_source,[o,_]=[t.x.field,t.y.field];o&&((0,d.isArray)(e)?s.data[o]=e:t.x={value:e}),_&&((0,d.isArray)(r)?s.data[_]=r:t.y={value:r}),this._emit_cds_changes(s,!0,!0,!1)}_hide_vertices(){this._set_vertices([],[])}_snap_to_vertex(e,r,t){if(this.model.vertex_renderer){const s=this._select_event(e,\"replace\",[this.model.vertex_renderer]),o=this.model.vertex_renderer.data_source,_=this.model.vertex_renderer.glyph,[d,i]=[_.x.field,_.y.field];if(s.length){const e=o.selected.indices[0];d&&(r=o.data[d][e]),i&&(t=o.data[i][e]),o.selection_manager.clear()}}return[r,t]}}t.PolyToolView=l,l.__name__=\"PolyToolView\";class n extends i.EditTool{constructor(e){super(e)}}t.PolyTool=n,_=n,n.__name__=\"PolyTool\",_.define((({AnyRef:e})=>({vertex_renderer:[e()]})))},\n function _(e,t,s,r,i){var _;r();const d=e(43),n=e(8),l=e(375),a=e(228);class c extends l.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._cur_index=null}_doubletap(e){if(!this.model.active)return;const t=this._map_drag(e.sx,e.sy,this.model.vertex_renderer);if(null==t)return;const[s,r]=t,i=this._select_event(e,\"replace\",[this.model.vertex_renderer]),_=this.model.vertex_renderer.data_source,d=this.model.vertex_renderer.glyph,[n,l]=[d.x.field,d.y.field];if(i.length&&null!=this._selected_renderer){const e=_.selected.indices[0];this._drawing?(this._drawing=!1,_.selection_manager.clear()):(_.selected.indices=[e+1],n&&_.get_array(n).splice(e+1,0,s),l&&_.get_array(l).splice(e+1,0,r),this._drawing=!0),_.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}else this._show_vertices(e)}_show_vertices(e){if(!this.model.active)return;const t=this.model.renderers[0],s=()=>this._update_vertices(t),r=null==t?void 0:t.data_source,i=this._select_event(e,\"replace\",this.model.renderers);if(!i.length)return this._set_vertices([],[]),this._selected_renderer=null,this._drawing=!1,this._cur_index=null,void(null!=r&&r.disconnect(r.properties.data.change,s));null!=r&&r.connect(r.properties.data.change,s),this._cur_index=i[0].data_source.selected.indices[0],this._update_vertices(i[0])}_update_vertices(e){const t=e.glyph,s=e.data_source,r=this._cur_index,[i,_]=[t.xs.field,t.ys.field];if(this._drawing)return;if(null==r&&(i||_))return;let d,l;i&&null!=r?(d=s.data[i][r],(0,n.isArray)(d)||(s.data[i][r]=d=Array.from(d))):d=t.xs.value,_&&null!=r?(l=s.data[_][r],(0,n.isArray)(l)||(s.data[_][r]=l=Array.from(l))):l=t.ys.value,this._selected_renderer=e,this._set_vertices(d,l)}_move(e){if(this._drawing&&null!=this._selected_renderer){const t=this.model.vertex_renderer,s=t.data_source,r=t.glyph,i=this._map_drag(e.sx,e.sy,t);if(null==i)return;let[_,d]=i;const n=s.selected.indices;[_,d]=this._snap_to_vertex(e,_,d),s.selected.indices=n;const[l,a]=[r.x.field,r.y.field],c=n[0];l&&(s.data[l][c]=_),a&&(s.data[a][c]=d),s.change.emit(),this._selected_renderer.data_source.change.emit()}}_tap(e){const t=this.model.vertex_renderer,s=this._map_drag(e.sx,e.sy,t);if(null==s)return;if(this._drawing&&this._selected_renderer){let[r,i]=s;const _=t.data_source,d=t.glyph,[n,l]=[d.x.field,d.y.field],a=_.selected.indices;[r,i]=this._snap_to_vertex(e,r,i);const c=a[0];if(_.selected.indices=[c+1],n){const e=_.get_array(n),t=e[c];e[c]=r,e.splice(c+1,0,t)}if(l){const e=_.get_array(l),t=e[c];e[c]=i,e.splice(c+1,0,t)}return _.change.emit(),void this._emit_cds_changes(this._selected_renderer.data_source,!0,!1,!0)}const r=this._select_mode(e);this._select_event(e,r,[t]),this._select_event(e,r,this.model.renderers)}_remove_vertex(){if(!this._drawing||!this._selected_renderer)return;const e=this.model.vertex_renderer,t=e.data_source,s=e.glyph,r=t.selected.indices[0],[i,_]=[s.x.field,s.y.field];i&&t.get_array(i).splice(r,1),_&&t.get_array(_).splice(r,1),t.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}_pan_start(e){this._select_event(e,\"append\",[this.model.vertex_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._emit_cds_changes(this.model.vertex_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}_keyup(e){if(!this.model.active||!this._mouse_in_frame)return;let t;t=this._selected_renderer?[this.model.vertex_renderer]:this.model.renderers;for(const s of t)e.keyCode===d.Keys.Backspace?(this._delete_selected(s),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==d.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=c,c.__name__=\"PolyEditToolView\";class o extends l.PolyTool{constructor(e){super(e),this.tool_name=\"Poly Edit Tool\",this.icon=a.tool_icon_poly_edit,this.event_type=[\"tap\",\"pan\",\"move\"],this.default_order=4}}s.PolyEditTool=o,_=o,o.__name__=\"PolyEditTool\",_.prototype.default_view=c},\n function _(e,t,o,s,i){var l;s();const n=e(378),_=e(116),c=e(20),r=e(228);class a extends n.SelectToolView{_compute_limits(e){const t=this.plot_view.frame,o=this.model.dimensions;let s=this._base_point;if(\"center\"==this.model.origin){const[t,o]=s,[i,l]=e;s=[t-(i-t),o-(l-o)]}return this.model._get_dim_limits(s,e,t,o)}_pan_start(e){const{sx:t,sy:o}=e;this._base_point=[t,o]}_pan(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this.model.overlay.update({left:i[0],right:i[1],top:l[0],bottom:l[1]}),this.model.select_every_mousemove&&this._do_select(i,l,!1,this._select_mode(e))}_pan_end(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this._do_select(i,l,!0,this._select_mode(e)),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.state.push(\"box_select\",{selection:this.plot_view.get_selection()})}_do_select([e,t],[o,s],i,l=\"replace\"){const n={type:\"rect\",sx0:e,sx1:t,sy0:o,sy1:s};this._select(n,i,l)}}o.BoxSelectToolView=a,a.__name__=\"BoxSelectToolView\";const h=()=>new _.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 m extends n.SelectTool{constructor(e){super(e),this.tool_name=\"Box Select\",this.icon=r.tool_icon_box_select,this.event_type=\"pan\",this.default_order=30}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}o.BoxSelectTool=m,l=m,m.__name__=\"BoxSelectTool\",l.prototype.default_view=a,l.define((({Boolean:e,Ref:t})=>({dimensions:[c.Dimensions,\"both\"],select_every_mousemove:[e,!1],overlay:[t(_.BoxAnnotation),h],origin:[c.BoxOrigin,\"corner\"]}))),l.register_alias(\"box_select\",(()=>new m)),l.register_alias(\"xbox_select\",(()=>new m({dimensions:\"width\"}))),l.register_alias(\"ybox_select\",(()=>new m({dimensions:\"height\"})))},\n function _(e,t,s,n,r){var o;n();const c=e(223),i=e(175),a=e(339),l=e(176),d=e(66),_=e(20),h=e(43),p=e(251),u=e(15),m=e(11);class v extends c.GestureToolView{connect_signals(){super.connect_signals(),this.model.clear.connect((()=>this._clear()))}get computed_renderers(){const{renderers:e,names:t}=this.model,s=this.plot_model.data_renderers;return(0,d.compute_renderers)(e,s,t)}_computed_renderers_by_data_source(){var e;const t=new Map;for(const s of this.computed_renderers){let n;if(s instanceof i.GlyphRenderer)n=s.data_source;else{if(!(s instanceof a.GraphRenderer))continue;n=s.node_renderer.data_source}const r=null!==(e=t.get(n))&&void 0!==e?e:[];t.set(n,[...r,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(0,m.unreachable)():this.model.mode}_keyup(e){e.keyCode==h.Keys.Esc&&this._clear()}_clear(){for(const e of this.computed_renderers)e.get_selection_manager().clear();const e=this.computed_renderers.map((e=>this.plot_view.renderer_view(e)));this.plot_view.request_paint(e)}_select(e,t,s){const n=this._computed_renderers_by_data_source();for(const[,r]of n){const n=r[0].get_selection_manager(),o=[];for(const e of r){const t=this.plot_view.renderer_view(e);null!=t&&o.push(t)}n.select(o,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 r;switch(e.type){case\"point\":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case\"span\":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case\"rect\":{const{sx0:t,sx1:o,sy0:c,sy1:i}=e,[a,l]=s.r_invert(t,o),[d,_]=n.r_invert(c,i);r=Object.assign(Object.assign({},e),{x0:a,y0:d,x1:l,y1:_});break}case\"poly\":{const{sx:t,sy:o}=e,c=s.v_invert(t),i=n.v_invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}}this.plot_model.trigger_event(new p.SelectionGeometry(r,t))}}s.SelectToolView=v,v.__name__=\"SelectToolView\";class b extends c.GestureTool{constructor(e){super(e)}initialize(){super.initialize(),this.clear=new u.Signal0(this,\"clear\")}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=b,o=b,b.__name__=\"SelectTool\",o.define((({String:e,Array:t,Ref:s,Or:n,Auto:r})=>({renderers:[n(t(s(l.DataRenderer)),r),\"auto\"],names:[t(e),[]],mode:[_.SelectionMode,\"replace\"]})))},\n function _(t,o,e,s,i){var n;s();const _=t(223),a=t(116),l=t(20),r=t(228);class h extends _.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 a.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 m extends _.GestureTool{constructor(t){super(t),this.tool_name=\"Box Zoom\",this.icon=r.tool_icon_box_zoom,this.event_type=\"pan\",this.default_order=20}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.BoxZoomTool=m,n=m,m.__name__=\"BoxZoomTool\",n.prototype.default_view=h,n.define((({Boolean:t,Ref:o})=>({dimensions:[l.Dimensions,\"both\"],overlay:[o(a.BoxAnnotation),c],match_aspect:[t,!1],origin:[l.BoxOrigin,\"corner\"]}))),n.register_alias(\"box_zoom\",(()=>new m({dimensions:\"both\"}))),n.register_alias(\"xbox_zoom\",(()=>new m({dimensions:\"width\"}))),n.register_alias(\"ybox_zoom\",(()=>new m({dimensions:\"height\"})))},\n function _(s,e,t,o,_){var l;o();const i=s(378),a=s(217),c=s(381),n=s(43),h=s(228);class r extends i.SelectToolView{constructor(){super(...arguments),this.sxs=[],this.sys=[]}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_overlay()}_keyup(s){s.keyCode==n.Keys.Enter&&this._clear_overlay()}_pan_start(s){this.sxs=[],this.sys=[];const{sx:e,sy:t}=s;this._append_overlay(e,t)}_pan(s){const[e,t]=this.plot_view.frame.bbox.clip(s.sx,s.sy);this._append_overlay(e,t),this.model.select_every_mousemove&&this._do_select(this.sxs,this.sys,!1,this._select_mode(s))}_pan_end(s){const{sxs:e,sys:t}=this;this._clear_overlay(),this._do_select(e,t,!0,this._select_mode(s)),this.plot_view.state.push(\"lasso_select\",{selection:this.plot_view.get_selection()})}_append_overlay(s,e){const{sxs:t,sys:o}=this;t.push(s),o.push(e),this.model.overlay.update({xs:t,ys:o})}_clear_overlay(){this.sxs=[],this.sys=[],this.model.overlay.update({xs:this.sxs,ys:this.sys})}_do_select(s,e,t,o){const _={type:\"poly\",sx:s,sy:e};this._select(_,t,o)}}t.LassoSelectToolView=r,r.__name__=\"LassoSelectToolView\";class y extends i.SelectTool{constructor(s){super(s),this.tool_name=\"Lasso Select\",this.icon=h.tool_icon_lasso_select,this.event_type=\"pan\",this.default_order=12}}t.LassoSelectTool=y,l=y,y.__name__=\"LassoSelectTool\",l.prototype.default_view=r,l.define((({Boolean:s,Ref:e})=>({select_every_mousemove:[s,!0],overlay:[e(a.PolyAnnotation),c.DEFAULT_POLY_OVERLAY]}))),l.register_alias(\"lasso_select\",(()=>new y))},\n function _(e,t,s,l,o){var i;l();const a=e(378),_=e(217),c=e(43),n=e(9),h=e(228);class y extends a.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==c.Keys.Enter&&this._clear_data()}_doubletap(e){this._do_select(this.data.sx,this.data.sy,!0,this._select_mode(e)),this.plot_view.state.push(\"poly_select\",{selection:this.plot_view.get_selection()}),this._clear_data()}_clear_data(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})}_tap(e){const{sx:t,sy:s}=e;this.plot_view.frame.bbox.contains(t,s)&&(this.data.sx.push(t),this.data.sy.push(s),this.model.overlay.update({xs:(0,n.copy)(this.data.sx),ys:(0,n.copy)(this.data.sy)}))}_do_select(e,t,s,l){const o={type:\"poly\",sx:e,sy:t};this._select(o,s,l)}}s.PolySelectToolView=y,y.__name__=\"PolySelectToolView\";s.DEFAULT_POLY_OVERLAY=()=>new _.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 d extends a.SelectTool{constructor(e){super(e),this.tool_name=\"Poly Select\",this.icon=h.tool_icon_polygon_select,this.event_type=\"tap\",this.default_order=11}}s.PolySelectTool=d,i=d,d.__name__=\"PolySelectTool\",i.prototype.default_view=y,i.define((({Ref:e})=>({overlay:[e(_.PolyAnnotation),s.DEFAULT_POLY_OVERLAY]}))),i.register_alias(\"poly_select\",(()=>new d))},\n function _(e,t,s,i,r){var n;i();const _=e(20),d=e(383),o=e(228);class l extends d.LineToolView{constructor(){super(...arguments),this._drawing=!1}_doubletap(e){if(!this.model.active)return;const t=this.model.renderers;for(const s of t){1==this._select_event(e,\"replace\",[s]).length&&(this._selected_renderer=s)}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,[s,i]=[t.x.field,t.y.field],r=e.get_array(s),n=e.get_array(i);this._set_intersection(r,n)}_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 s=this._select_mode(e);if(0==this._select_event(e,s,[t]).length)return}const s=this._select_mode(e);this._select_event(e,s,[t]),this._select_event(e,s,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,[s,i]=[e.x.field,e.y.field];if(s&&i){const e=t.data[s],r=t.data[i];this._selected_renderer.data_source.data[s]=e,this._selected_renderer.data_source.data[i]=r}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())}}s.LineEditToolView=l,l.__name__=\"LineEditToolView\";class h extends d.LineTool{constructor(e){super(e),this.tool_name=\"Line Edit Tool\",this.icon=o.tool_icon_line_edit,this.event_type=[\"tap\",\"pan\",\"move\"],this.default_order=4}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}s.LineEditTool=h,n=h,h.__name__=\"LineEditTool\",n.prototype.default_view=l,n.define((()=>({dimensions:[_.Dimensions,\"both\"]})))},\n function _(e,i,n,t,s){var o;t();const r=e(8),_=e(370);class d extends _.EditToolView{_set_intersection(e,i){const n=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,o]=[n.x.field,n.y.field];s&&((0,r.isArray)(e)?t.data[s]=e:n.x={value:e}),o&&((0,r.isArray)(i)?t.data[o]=i:n.y={value:i}),this._emit_cds_changes(t,!0,!0,!1)}_hide_intersections(){this._set_intersection([],[])}}n.LineToolView=d,d.__name__=\"LineToolView\";class a extends _.EditTool{constructor(e){super(e)}}n.LineTool=a,o=a,a.__name__=\"LineTool\",o.define((({AnyRef:e})=>({intersection_renderer:[e()]})))},\n function _(t,s,n,e,i){e();const o=t(1);var a;const _=t(223),l=t(20),r=(0,o.__importStar)(t(228));function h(t,s,n){const e=new Map;for(const[i,o]of t){const[t,a]=o.r_invert(s,n);e.set(i,{start:t,end:a})}return e}n.update_ranges=h;class d extends _.GestureToolView{_pan_start(t){var s;this.last_dx=0,this.last_dy=0;const{sx:n,sy:e}=t,i=this.plot_view.frame.bbox;if(!i.contains(n,e)){const t=i.h_range,s=i.v_range;(nt.end)&&(this.v_axis_only=!0),(es.end)&&(this.h_axis_only=!0)}null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan(t){var s;this._update(t.deltaX,t.deltaY),null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan_end(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.state.push(\"pan\",{range:this.pan_info}),this.plot_view.trigger_ranges_update_event()}_update(t,s){const n=this.plot_view.frame,e=t-this.last_dx,i=s-this.last_dy,o=n.bbox.h_range,a=o.start-e,_=o.end-e,l=n.bbox.v_range,r=l.start-i,d=l.end-i,p=this.model.dimensions;let c,u,m,v,x,g;\"width\"!=p&&\"both\"!=p||this.v_axis_only?(c=o.start,u=o.end,m=0):(c=a,u=_,m=-e),\"height\"!=p&&\"both\"!=p||this.h_axis_only?(v=l.start,x=l.end,g=0):(v=r,x=d,g=-i),this.last_dx=t,this.last_dy=s;const{x_scales:w,y_scales:y}=n,f=h(w,c,u),b=h(y,v,x);this.pan_info={xrs:f,yrs:b,sdx:m,sdy:g},this.plot_view.update_range(this.pan_info,{panning:!0})}}n.PanToolView=d,d.__name__=\"PanToolView\";class p extends _.GestureTool{constructor(t){super(t),this.tool_name=\"Pan\",this.event_type=\"pan\",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}n.PanTool=p,a=p,p.__name__=\"PanTool\",a.prototype.default_view=d,a.define((()=>({dimensions:[l.Dimensions,\"both\",{on_update(t,s){switch(t){case\"both\":s.icon=r.tool_icon_pan;break;case\"width\":s.icon=r.tool_icon_xpan;break;case\"height\":s.icon=r.tool_icon_ypan}}}]}))),a.register_alias(\"pan\",(()=>new p({dimensions:\"both\"}))),a.register_alias(\"xpan\",(()=>new p({dimensions:\"width\"}))),a.register_alias(\"ypan\",(()=>new p({dimensions:\"height\"})))},\n function _(e,t,i,s,n){var l;s();const a=e(116),r=e(58),o=e(19),_=e(223),h=e(228);function d(e){switch(e){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return e}}function u(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 g(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 y(e,t,i,s){const n=t.compute(e),l=t.invert(n+i);return l>=s.start&&l<=s.end?l:e}function f(e,t,i){return e>t.start?(t.end=e,i):(t.end=t.start,t.start=e,d(i))}function v(e,t,i){return e=o&&(e.start=a,e.end=r)}i.flip_side=d,i.is_near=u,i.is_inside=c,i.sides_inside=g,i.compute_value=y,i.update_range_end_side=f,i.update_range_start_side=v,i.update_range=m;class p extends _.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,n=s.x_scale,l=s.y_scale,r=this.model.overlay,{left:o,right:_,top:h,bottom:d}=r,g=this.model.overlay.line_width+a.EDGE_TOLERANCE;null!=t&&this.model.x_interaction&&(u(e.sx,o,n,g)?this.side=1:u(e.sx,_,n,g)?this.side=2:c(e.sx,e.sy,n,l,r)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&u(e.sy,d,l,g)&&(this.side=4),0==this.side&&u(e.sy,h,l,g)?this.side=5:c(e.sx,e.sy,n,l,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)m(n,a,i,t.x_range);else if(1==this.side){const e=y(n.start,a,i,t.x_range);this.side=v(e,n,this.side)}else if(2==this.side){const e=y(n.end,a,i,t.x_range);this.side=f(e,n,this.side)}if(null!=l)if(6==this.side||7==this.side)m(l,r,s,t.y_range);else if(4==this.side){const e=y(l.start,r,s,t.y_range);this.side=v(e,l,this.side)}else if(5==this.side){const e=y(l.end,r,s,t.y_range);this.side=f(e,l,this.side)}this.last_dx=e.deltaX,this.last_dy=e.deltaY}_pan_end(e){this.side=0,this.plot_view.trigger_ranges_update_event()}}i.RangeToolView=p,p.__name__=\"RangeToolView\";const x=()=>new a.BoxAnnotation({level:\"overlay\",fill_color:\"lightgrey\",fill_alpha:.5,line_color:\"black\",line_alpha:1,line_width:.5,line_dash:[2,2]});class w extends _.GestureTool{constructor(e){super(e),this.tool_name=\"Range Tool\",this.icon=h.tool_icon_range,this.event_type=\"pan\",this.default_order=1}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,o.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=w,l=w,w.__name__=\"RangeTool\",l.prototype.default_view=p,l.define((({Boolean:e,Ref:t,Nullable:i})=>({x_range:[i(t(r.Range1d)),null],x_interaction:[e,!0],y_range:[i(t(r.Range1d)),null],y_interaction:[e,!0],overlay:[t(a.BoxAnnotation),x]})))},\n function _(e,t,s,o,i){var l;o();const a=e(378),n=e(20),c=e(228);class _ extends a.SelectToolView{_tap(e){\"tap\"==this.model.gesture&&this._handle_tap(e)}_doubletap(e){\"doubletap\"==this.model.gesture&&this._handle_tap(e)}_handle_tap(e){const{sx:t,sy:s}=e,o={type:\"point\",sx:t,sy:s};this._select(o,!0,this._select_mode(e))}_select(e,t,s){const{callback:o}=this.model;if(\"select\"==this.model.behavior){const i=this._computed_renderers_by_data_source();for(const[,l]of i){const i=l[0].get_selection_manager(),a=l.map((e=>this.plot_view.renderer_view(e))).filter((e=>null!=e));if(i.select(a,e,t,s)&&null!=o){const t=a[0].coordinates.x_scale.invert(e.sx),s=a[0].coordinates.y_scale.invert(e.sy),l={geometries:Object.assign(Object.assign({},e),{x:t,y:s}),source:i.source};o.execute(this.model,l)}}this._emit_selection_event(e),this.plot_view.state.push(\"tap\",{selection:this.plot_view.get_selection()})}else for(const t of this.computed_renderers){const s=this.plot_view.renderer_view(t);if(null==s)continue;const i=t.get_selection_manager();if(i.inspect(s,e)&&null!=o){const t=s.coordinates.x_scale.invert(e.sx),l=s.coordinates.y_scale.invert(e.sy),a={geometries:Object.assign(Object.assign({},e),{x:t,y:l}),source:i.source};o.execute(this.model,a)}}}}s.TapToolView=_,_.__name__=\"TapToolView\";class r extends a.SelectTool{constructor(e){super(e),this.tool_name=\"Tap\",this.icon=c.tool_icon_tap_select,this.event_type=\"tap\",this.default_order=10}}s.TapTool=r,l=r,r.__name__=\"TapTool\",l.prototype.default_view=_,l.define((({Any:e,Enum:t,Nullable:s})=>({behavior:[n.TapBehavior,\"select\"],gesture:[t(\"tap\",\"doubletap\"),\"tap\"],callback:[s(e)]}))),l.register_alias(\"click\",(()=>new r({behavior:\"inspect\"}))),l.register_alias(\"tap\",(()=>new r)),l.register_alias(\"doubletap\",(()=>new r({gesture:\"doubletap\"})))},\n function _(e,t,s,n,i){var a;n();const o=e(223),l=e(20),_=e(228),r=e(384);class h extends o.GestureToolView{_scroll(e){let t=this.model.speed*e.delta;t>.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)}_update_ranges(e){var t;const{frame:s}=this.plot_view,n=s.bbox.h_range,i=s.bbox.v_range,[a,o]=[n.start,n.end],[l,_]=[i.start,i.end];let h,d,p,c;switch(this.model.dimension){case\"height\":{const t=Math.abs(_-l);h=a,d=o,p=l-t*e,c=_-t*e;break}case\"width\":{const t=Math.abs(o-a);h=a-t*e,d=o-t*e,p=l,c=_;break}}const{x_scales:g,y_scales:u}=s,w={xrs:(0,r.update_ranges)(g,h,d),yrs:(0,r.update_ranges)(u,p,c),factor:e};this.plot_view.state.push(\"wheel_pan\",{range:w}),this.plot_view.update_range(w,{scrolling:!0}),null===(t=this.model.document)||void 0===t||t.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}s.WheelPanToolView=h,h.__name__=\"WheelPanToolView\";class d extends o.GestureTool{constructor(e){super(e),this.tool_name=\"Wheel Pan\",this.icon=_.tool_icon_wheel_pan,this.event_type=\"scroll\",this.default_order=12}get tooltip(){return this._get_dim_tooltip(this.dimension)}}s.WheelPanTool=d,a=d,d.__name__=\"WheelPanTool\",a.prototype.default_view=h,a.define((()=>({dimension:[l.Dimension,\"width\"]}))),a.internal((({Number:e})=>({speed:[e,.001]}))),a.register_alias(\"xwheel_pan\",(()=>new d({dimension:\"width\"}))),a.register_alias(\"ywheel_pan\",(()=>new d({dimension:\"height\"})))},\n function _(e,o,t,s,i){var n;s();const l=e(223),_=e(368),h=e(20),a=e(27),r=e(228);class m extends l.GestureToolView{_pinch(e){const{sx:o,sy:t,scale:s,ctrlKey:i,shiftKey:n}=e;let l;l=s>=1?20*(s-1):-20/s,this._scroll({type:\"wheel\",sx:o,sy:t,delta:l,ctrlKey:i,shiftKey:n})}_scroll(e){var o;const{frame:t}=this.plot_view,s=t.bbox.h_range,i=t.bbox.v_range,{sx:n,sy:l}=e,h=this.model.dimensions,a=(\"width\"==h||\"both\"==h)&&s.startthis.plot_view.trigger_ranges_update_event()))}}t.WheelZoomToolView=m,m.__name__=\"WheelZoomToolView\";class d extends l.GestureTool{constructor(e){super(e),this.tool_name=\"Wheel Zoom\",this.icon=r.tool_icon_wheel_zoom,this.event_type=a.is_mobile?\"pinch\":\"scroll\",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}t.WheelZoomTool=d,n=d,d.__name__=\"WheelZoomTool\",n.prototype.default_view=m,n.define((({Boolean:e,Number:o})=>({dimensions:[h.Dimensions,\"both\"],maintain_focus:[e,!0],zoom_on_axis:[e,!0],speed:[o,1/600]}))),n.register_alias(\"wheel_zoom\",(()=>new d({dimensions:\"both\"}))),n.register_alias(\"xwheel_zoom\",(()=>new d({dimensions:\"width\"}))),n.register_alias(\"ywheel_zoom\",(()=>new d({dimensions:\"height\"})))},\n function _(i,e,s,t,o){var n;t();const l=i(232),a=i(219),h=i(20),r=i(13),_=i(228);class c extends l.InspectToolView{_move(i){if(!this.model.active)return;const{sx:e,sy:s}=i;this.plot_view.frame.bbox.contains(e,s)?this._update_spans(e,s):this._update_spans(null,null)}_move_exit(i){this._update_spans(null,null)}_update_spans(i,e){const s=this.model.dimensions;\"width\"!=s&&\"both\"!=s||(this.model.spans.width.location=e),\"height\"!=s&&\"both\"!=s||(this.model.spans.height.location=i)}}s.CrosshairToolView=c,c.__name__=\"CrosshairToolView\";class p extends l.InspectTool{constructor(i){super(i),this.tool_name=\"Crosshair\",this.icon=_.tool_icon_crosshair}get tooltip(){return this._get_dim_tooltip(this.dimensions)}get synthetic_renderers(){return(0,r.values)(this.spans)}}s.CrosshairTool=p,n=p,p.__name__=\"CrosshairTool\",(()=>{function i(i,e){return new a.Span({for_hover:!0,dimension:e,location_units:\"screen\",level:\"overlay\",line_color:i.line_color,line_width:i.line_width,line_alpha:i.line_alpha})}n.prototype.default_view=c,n.define((({Alpha:i,Number:e,Color:s})=>({dimensions:[h.Dimensions,\"both\"],line_color:[s,\"black\"],line_width:[e,1],line_alpha:[i,1]}))),n.internal((({Struct:e,Ref:s})=>({spans:[e({width:s(a.Span),height:s(a.Span)}),e=>({width:i(e,\"width\"),height:i(e,\"height\")})]}))),n.register_alias(\"crosshair\",(()=>new p))})()},\n function _(e,s,t,r,n){var o;r();const a=e(53),u=e(13),c=e(34);class i extends a.Model{constructor(e){super(e)}get values(){return(0,u.values)(this.args)}_make_code(e,s,t,r){return new Function(...(0,u.keys)(this.args),e,s,t,(0,c.use_strict)(r))}format(e,s,t){return this._make_code(\"value\",\"format\",\"special_vars\",this.code)(...this.values,e,s,t)}}t.CustomJSHover=i,o=i,i.__name__=\"CustomJSHover\",o.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,\"\"]})))},\n function _(e,t,n,s,i){s();const o=e(1);var r;const l=e(232),a=e(390),c=e(241),_=e(175),d=e(339),p=e(176),h=e(177),u=e(283),m=e(186),y=e(187),f=e(189),x=(0,o.__importStar)(e(185)),v=e(152),w=e(43),g=e(22),b=e(13),k=e(234),C=e(8),S=e(113),T=e(20),$=e(228),R=e(15),A=e(66),M=(0,o.__importStar)(e(242)),V=e(392);function G(e,t,n,s,i,o){const r={x:i[e],y:o[e]},l={x:i[e+1],y:o[e+1]};let a,c;if(\"span\"==t.type)\"h\"==t.direction?(a=Math.abs(r.x-n),c=Math.abs(l.x-n)):(a=Math.abs(r.y-s),c=Math.abs(l.y-s));else{const e={x:n,y:s};a=x.dist_2_pts(r,e),c=x.dist_2_pts(l,e)}return adelete this._template_el)),this.on_change([e,t,n],(async()=>await this._update_ttmodels()))}async _update_ttmodels(){const{_ttmodels:e,computed_renderers:t}=this;e.clear();const{tooltips:n}=this.model;if(null!=n)for(const t of this.computed_renderers){const s=new c.Tooltip({custom:(0,C.isString)(n)||(0,C.isFunction)(n),attachment:this.model.attachment,show_arrow:this.model.show_arrow});t instanceof _.GlyphRenderer?e.set(t,s):t instanceof d.GraphRenderer&&(e.set(t.node_renderer,s),e.set(t.edge_renderer,s))}const s=await(0,S.build_views)(this._ttviews,[...e.values()],{parent:this.plot_view});for(const e of s)e.render();const i=[...function*(){for(const e of t)e instanceof _.GlyphRenderer?yield e:e instanceof d.GraphRenderer&&(yield e.node_renderer,yield e.edge_renderer)}()],o=this._slots.get(this._update);if(null!=o){const e=new Set(i.map((e=>e.data_source)));R.Signal.disconnect_receiver(this,o,e)}for(const e of i)this.connect(e.data_source.inspect,this._update)}get computed_renderers(){const{renderers:e,names:t}=this.model,n=this.plot_model.data_renderers;return(0,A.compute_renderers)(e,n,t)}get ttmodels(){return this._ttmodels}_clear(){this._inspect(1/0,1/0);for(const[,e]of this.ttmodels)e.clear()}_move(e){if(!this.model.active)return;const{sx:t,sy:n}=e;this.plot_view.frame.bbox.contains(t,n)?this._inspect(t,n):this._clear()}_move_exit(){this._clear()}_inspect(e,t){let n;if(\"mouse\"==this.model.mode)n={type:\"point\",sx:e,sy:t};else{n={type:\"span\",direction:\"vline\"==this.model.mode?\"h\":\"v\",sx:e,sy:t}}for(const e of this.computed_renderers){const t=e.get_selection_manager(),s=this.plot_view.renderer_view(e);null!=s&&t.inspect(s,n)}this._emit_callback(n)}_update([e,{geometry:t}]){var n,s;if(!this.model.active)return;if(\"point\"!=t.type&&\"span\"!=t.type)return;if(!(e instanceof _.GlyphRenderer))return;if(\"ignore\"==this.model.muted_policy&&e.muted)return;const i=this.ttmodels.get(e);if(null==i)return;const o=e.get_selection_manager(),r=o.inspectors.get(e),l=e.view.convert_selection_to_subset(r);if(r.is_empty()&&null==r.view)return void i.clear();const a=o.source,c=this.plot_view.renderer_view(e);if(null==c)return;const{sx:d,sy:p}=t,x=c.coordinates.x_scale,v=c.coordinates.y_scale,g=x.invert(d),k=v.invert(p),{glyph:C}=c,S=[];if(C instanceof m.PatchView){const[t,n]=[d,p],s={x:g,y:k,sx:d,sy:p,rx:t,ry:n,name:e.name};S.push([t,n,this._render_tooltips(a,-1,s)])}if(C instanceof y.HAreaView)for(const t of l.line_indices){const n=C._x1,s=C._x2,i=C._y,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x1:n,data_x2:s,data_y:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof f.VAreaView)for(const t of l.line_indices){const n=C._x,s=C._y1,i=C._y2,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x:n,data_y1:s,data_y2:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof h.LineView)for(const n of l.line_indices){let s,i,o=C._x[n+1],r=C._y[n+1],c=n;switch(this.model.line_policy){case\"interp\":[o,r]=C.get_interpolation_hit(n,t),s=x.compute(o),i=v.compute(r);break;case\"prev\":[[s,i],c]=H(C.sx,C.sy,n);break;case\"next\":[[s,i],c]=H(C.sx,C.sy,n+1);break;case\"nearest\":[[s,i],c]=G(n,t,d,p,C.sx,C.sy),o=C._x[c],r=C._y[c];break;default:[s,i]=[d,p]}const _={index:c,x:g,y:k,sx:d,sy:p,data_x:o,data_y:r,rx:s,ry:i,indices:l.line_indices,name:e.name};S.push([s,i,this._render_tooltips(a,c,_)])}for(const t of r.image_indices){const n={index:t.index,x:g,y:k,sx:d,sy:p,name:e.name},s=this._render_tooltips(a,t,n);S.push([d,p,s])}for(const i of l.indices)if(C instanceof u.MultiLineView&&!(0,b.isEmpty)(l.multiline_indices))for(const n of l.multiline_indices[i.toString()]){let s,o,r,c=C._xs.get(i)[n],h=C._ys.get(i)[n],u=n;switch(this.model.line_policy){case\"interp\":[c,h]=C.get_interpolation_hit(i,n,t),s=x.compute(c),o=v.compute(h);break;case\"prev\":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n);break;case\"next\":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n+1);break;case\"nearest\":[[s,o],u]=G(n,t,d,p,C.sxs.get(i),C.sys.get(i)),c=C._xs.get(i)[u],h=C._ys.get(i)[u];break;default:throw new Error(\"shouldn't have happened\")}r=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const m={index:r,x:g,y:k,sx:d,sy:p,data_x:c,data_y:h,segment_index:u,indices:l.multiline_indices,name:e.name};S.push([s,o,this._render_tooltips(a,r,m)])}else{const t=null===(n=C._x)||void 0===n?void 0:n[i],o=null===(s=C._y)||void 0===s?void 0:s[i];let r,c,h;if(\"snap_to_data\"==this.model.point_policy){let e=C.get_anchor_point(this.model.anchor,i,[d,p]);if(null==e&&(e=C.get_anchor_point(\"center\",i,[d,p]),null==e))continue;r=e.x,c=e.y}else[r,c]=[d,p];h=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const u={index:h,x:g,y:k,sx:d,sy:p,data_x:t,data_y:o,indices:l.indices,name:e.name};S.push([r,c,this._render_tooltips(a,h,u)])}if(0==S.length)i.clear();else{const{content:e}=i;(0,w.empty)(i.content);for(const[,,t]of S)null!=t&&e.appendChild(t);const[t,n]=S[S.length-1];i.setv({position:[t,n]},{check_eq:!1})}}_emit_callback(e){const{callback:t}=this.model;if(null!=t)for(const n of this.computed_renderers){if(!(n instanceof _.GlyphRenderer))continue;const s=this.plot_view.renderer_view(n);if(null==s)continue;const{x_scale:i,y_scale:o}=s.coordinates,r=i.invert(e.sx),l=o.invert(e.sy),a=n.data_source.inspected;t.execute(this.model,{geometry:Object.assign({x:r,y:l},e),renderer:n,index:a})}}_create_template(e){const t=(0,w.div)({style:{display:\"table\",borderSpacing:\"2px\"}});for(const[n]of e){const e=(0,w.div)({style:{display:\"table-row\"}});t.appendChild(e);const s=(0,w.div)({style:{display:\"table-cell\"},class:M.tooltip_row_label},0!=n.length?`${n}: `:\"\");e.appendChild(s);const i=(0,w.span)();i.dataset.value=\"\";const o=(0,w.span)({class:M.tooltip_color_block},\" \");o.dataset.swatch=\"\",(0,w.undisplay)(o);const r=(0,w.div)({style:{display:\"table-cell\"},class:M.tooltip_row_value},i,o);e.appendChild(r)}return t}_render_template(e,t,n,s,i){const o=e.cloneNode(!0),r=o.querySelectorAll(\"[data-value]\"),l=o.querySelectorAll(\"[data-swatch]\"),a=/\\$color(\\[.*\\])?:(\\w*)/,c=/\\$swatch:(\\w*)/;for(const[[,e],o]of(0,k.enumerate)(t)){const t=e.match(c),_=e.match(a);if(null!=t||null!=_){if(null!=t){const[,e]=t,i=n.get_column(e);if(null==i)r[o].textContent=`${e} unknown`;else{const e=(0,C.isNumber)(s)?i[s]:null;null!=e&&(l[o].style.backgroundColor=(0,g.color2css)(e),(0,w.display)(l[o]))}}if(null!=_){const[,e=\"\",t]=_,i=n.get_column(t);if(null==i){r[o].textContent=`${t} unknown`;continue}const a=e.indexOf(\"hex\")>=0,c=e.indexOf(\"swatch\")>=0,d=(0,C.isNumber)(s)?i[s]:null;if(null==d){r[o].textContent=\"(null)\";continue}r[o].textContent=a?(0,g.color2hex)(d):(0,g.color2css)(d),c&&(l[o].style.backgroundColor=(0,g.color2css)(d),(0,w.display)(l[o]))}}else{const t=(0,v.replace_placeholders)(e.replace(\"$~\",\"$data_\"),n,s,this.model.formatters,i);if((0,C.isString)(t))r[o].textContent=t;else for(const e of t)r[o].appendChild(e)}}return o}_render_tooltips(e,t,n){var s;const{tooltips:i}=this.model;if((0,C.isString)(i)){const s=(0,v.replace_placeholders)({html:i},e,t,this.model.formatters,n);return(0,w.div)(s)}if((0,C.isFunction)(i))return i(e,n);if(i instanceof V.Template)return this._template_view.update(e,t,n),this._template_view.el;if(null!=i){const o=null!==(s=this._template_el)&&void 0!==s?s:this._template_el=this._create_template(i);return this._render_template(o,i,e,t,n)}return null}}n.HoverToolView=z,z.__name__=\"HoverToolView\";class P extends l.InspectTool{constructor(e){super(e),this.tool_name=\"Hover\",this.icon=$.tool_icon_hover}}n.HoverTool=P,r=P,P.__name__=\"HoverTool\",r.prototype.default_view=z,r.define((({Any:e,Boolean:t,String:n,Array:s,Tuple:i,Dict:o,Or:r,Ref:l,Function:c,Auto:_,Nullable:d})=>({tooltips:[d(r(l(V.Template),n,s(i(n,n)),c())),[[\"index\",\"$index\"],[\"data (x, y)\",\"($x, $y)\"],[\"screen (x, y)\",\"($sx, $sy)\"]]],formatters:[o(r(l(a.CustomJSHover),v.FormatterType)),{}],renderers:[r(s(l(p.DataRenderer)),_),\"auto\"],names:[s(n),[]],mode:[T.HoverMode,\"mouse\"],muted_policy:[T.MutedPolicy,\"show\"],point_policy:[T.PointPolicy,\"snap_to_data\"],line_policy:[T.LinePolicy,\"nearest\"],show_arrow:[t,!0],anchor:[T.Anchor,\"center\"],attachment:[T.TooltipAttachment,\"horizontal\"],callback:[d(e)]}))),r.register_alias(\"hover\",(()=>new P))},\n function _(e,t,s,n,a){n();const l=e(1);var i,_,o,r,c,d,p,u,m,w,f,h,x;const v=e(53),y=e(309),V=e(393);a(\"Styles\",V.Styles);const g=e(43),T=e(42),b=e(226),R=e(113),D=e(8),M=e(13),S=(0,l.__importStar)(e(242)),O=e(152);class C extends b.DOMView{}s.DOMNodeView=C,C.__name__=\"DOMNodeView\";class z extends v.Model{constructor(e){super(e)}}s.DOMNode=z,z.__name__=\"DOMNode\",z.__module__=\"bokeh.models.dom\";class P extends C{render(){super.render(),this.el.textContent=this.model.content}_createElement(){return document.createTextNode(\"\")}}s.TextView=P,P.__name__=\"TextView\";class A extends z{constructor(e){super(e)}}s.Text=A,i=A,A.__name__=\"Text\",i.prototype.default_view=P,i.define((({String:e})=>({content:[e,\"\"]})));class N extends C{}s.PlaceholderView=N,N.__name__=\"PlaceholderView\",N.tag_name=\"span\";class E extends z{constructor(e){super(e)}}s.Placeholder=E,_=E,E.__name__=\"Placeholder\",_.define((({})=>({})));class G extends N{update(e,t,s){this.el.textContent=t.toString()}}s.IndexView=G,G.__name__=\"IndexView\";class I extends E{constructor(e){super(e)}}s.Index=I,o=I,I.__name__=\"Index\",o.prototype.default_view=G,o.define((({})=>({})));class k extends N{update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?\"???\":`${n}`;this.el.textContent=a}}s.ValueRefView=k,k.__name__=\"ValueRefView\";class $ extends E{constructor(e){super(e)}}s.ValueRef=$,r=$,$.__name__=\"ValueRef\",r.prototype.default_view=k,r.define((({String:e})=>({field:[e]})));class B extends k{render(){super.render(),this.value_el=(0,g.span)(),this.swatch_el=(0,g.span)({class:S.tooltip_color_block},\" \"),this.el.appendChild(this.value_el),this.el.appendChild(this.swatch_el)}update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?\"???\":`${n}`;this.el.textContent=a}}s.ColorRefView=B,B.__name__=\"ColorRefView\";class L extends ${constructor(e){super(e)}}s.ColorRef=L,c=L,L.__name__=\"ColorRef\",c.prototype.default_view=B,c.define((({Boolean:e})=>({hex:[e,!0],swatch:[e,!0]})));class j extends C{constructor(){super(...arguments),this.child_views=new Map}async lazy_initialize(){await super.lazy_initialize();const e=this.model.children.filter((e=>e instanceof v.Model));await(0,R.build_views)(this.child_views,e,{parent:this})}render(){super.render();const{style:e}=this.model;if(null!=e)if(e instanceof V.Styles)for(const t of e){const e=t.get_value();if((0,D.isString)(e)){const s=t.attr.replace(/_/g,\"-\");this.el.style.hasOwnProperty(s)&&this.el.style.setProperty(s,e)}}else for(const[t,s]of(0,M.entries)(e)){const e=t.replace(/_/g,\"-\");this.el.style.hasOwnProperty(e)&&this.el.style.setProperty(e,s)}for(const e of this.model.children)if((0,D.isString)(e)){const t=document.createTextNode(e);this.el.appendChild(t)}else{this.child_views.get(e).renderTo(this.el)}}}s.DOMElementView=j,j.__name__=\"DOMElementView\";class q extends z{constructor(e){super(e)}}s.DOMElement=q,d=q,q.__name__=\"DOMElement\",d.define((({String:e,Array:t,Dict:s,Or:n,Nullable:a,Ref:l})=>({style:[a(n(l(V.Styles),s(e))),null],children:[t(n(e,l(z),l(y.LayoutDOM))),[]]})));class F extends T.View{}s.ActionView=F,F.__name__=\"ActionView\";class H extends v.Model{constructor(e){super(e)}}s.Action=H,p=H,H.__name__=\"Action\",H.__module__=\"bokeh.models.dom\",p.define((({})=>({})));class J extends j{constructor(){super(...arguments),this.action_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await(0,R.build_views)(this.action_views,this.model.actions,{parent:this})}remove(){(0,R.remove_views)(this.action_views),super.remove()}update(e,t,s={}){!function n(a){for(const l of a.child_views.values())l instanceof N?l.update(e,t,s):l instanceof j&&n(l)}(this);for(const n of this.action_views.values())n.update(e,t,s)}}s.TemplateView=J,J.__name__=\"TemplateView\",J.tag_name=\"div\";class K extends q{}s.Template=K,u=K,K.__name__=\"Template\",u.prototype.default_view=J,u.define((({Array:e,Ref:t})=>({actions:[e(t(H)),[]]})));class Q extends j{}s.SpanView=Q,Q.__name__=\"SpanView\",Q.tag_name=\"span\";class U extends q{}s.Span=U,m=U,U.__name__=\"Span\",m.prototype.default_view=Q;class W extends j{}s.DivView=W,W.__name__=\"DivView\",W.tag_name=\"div\";class X extends q{}s.Div=X,w=X,X.__name__=\"Div\",w.prototype.default_view=W;class Y extends j{}s.TableView=Y,Y.__name__=\"TableView\",Y.tag_name=\"table\";class Z extends q{}s.Table=Z,f=Z,Z.__name__=\"Table\",f.prototype.default_view=Y;class ee extends j{}s.TableRowView=ee,ee.__name__=\"TableRowView\",ee.tag_name=\"tr\";class te extends q{}s.TableRow=te,h=te,te.__name__=\"TableRow\",h.prototype.default_view=ee;const se=e(41),ne=e(234);class ae extends F{update(e,t,s){for(const[e,s]of(0,ne.enumerate)(this.model.groups))e.visible=t==s}}s.ToggleGroupView=ae,ae.__name__=\"ToggleGroupView\";class le extends 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function _(t,o,e,n,s){var i;n();const l=t(15),c=t(53),r=t(224),a=t(232),u=t(234);class h extends c.Model{constructor(t){super(t)}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 a.InspectTool&&t.toggleable}initialize(){super.initialize(),this.do=new l.Signal0(this,\"do\")}connect_signals(){super.connect_signals(),this.connect(this.do,(()=>this.doit())),this.connect(this.properties.active.change,(()=>this.set_active()));for(const t of this.tools)this.connect(t.properties.active.change,(()=>{this.active=t.active}))}doit(){for(const t of this.tools)t.do.emit()}set_active(){for(const t of this.tools)t.active=this.active}get menu(){const{menu:t}=this.tools[0];if(null==t)return null;const o=[];for(const[e,n]of(0,u.enumerate)(t))if(null==e)o.push(null);else{const t=()=>{var t,o,e;for(const s of this.tools)null===(e=null===(o=null===(t=s.menu)||void 0===t?void 0:t[n])||void 0===o?void 0:o.handler)||void 0===e||e.call(o)};o.push(Object.assign(Object.assign({},e),{handler:t}))}return o}}e.ToolProxy=h,i=h,h.__name__=\"ToolProxy\",i.define((({Boolean:t,Array:o,Ref:e})=>({tools:[o(e(r.ButtonTool)),[]],active:[t,!1],disabled:[t,!1]})))},\n function _(o,t,s,e,i){var n,r;e();const l=o(20),c=o(9),h=o(13),a=o(233),_=o(221),p=o(394),u=o(309),f=o(207);class y extends a.ToolbarBase{constructor(o){super(o)}initialize(){super.initialize(),this._merge_tools()}_merge_tools(){this._proxied_tools=[];const o={},t={},s={},e=[],i=[];for(const o of this.help)(0,c.includes)(i,o.redirect)||(e.push(o),i.push(o.redirect));this._proxied_tools.push(...e),this.help=e;for(const[o,t]of(0,h.entries)(this.gestures)){o in s||(s[o]={});for(const e of t.tools)e.type in 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of(0,h.values)(o))t.length>0&&this.inspectors.push(n(t,!0));for(const[o,t]of(0,h.entries)(this.gestures))0!=t.tools.length&&(t.tools=(0,c.sort_by)(t.tools,(o=>o.default_order)),\"pinch\"!=o&&\"scroll\"!=o&&\"multi\"!=o&&(t.tools[0].active=!0))}}s.ProxyToolbar=y,n=y,y.__name__=\"ProxyToolbar\",n.define((({Array:o,Ref:t})=>({toolbars:[o(t(_.Toolbar)),[]]})));class d extends u.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 f.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})}after_layout(){super.after_layout();const o=this.child_views[0];o.layout.bbox=this.layout.bbox,o.render()}}s.ToolbarBoxView=d,d.__name__=\"ToolbarBoxView\";class b extends 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t.def(e.shared.vao,\".currentVAO?\",e.shared.vao,\".currentVAO.count:-1\")}));return m}return null}(),h=l(br,!1);return{elements:s,primitive:m,count:p,instances:h,offset:d,vao:f,vaoActive:i,elementsActive:u,static:a}}(e,d),A=function(e,t){var r=e.static,n=e.dynamic,i={};return k.forEach((function(e){var o=E(e);function f(t,a){if(e in r){var f=t(r[e]);i[o]=an((function(){return f}))}else if(e in n){var u=n[e];i[o]=on(u,(function(e,t){return a(e,t,e.invoke(t,u))}))}}switch(e){case Nt:case It:case Vt:case er:case Mt:case ir:case Xt:case Kt:case Jt:case Gt:return f((function(r){return _.commandType(r,\"boolean\",e,t.commandStr),r}),(function(t,r,n){return _.optional((function(){t.assert(r,\"typeof \"+n+'===\"boolean\"',\"invalid flag \"+e,t.commandStr)})),n}));case Wt:return f((function(r){return _.commandParameter(r,$r,\"invalid \"+e,t.commandStr),$r[r]}),(function(t,r,n){var a=t.constants.compareFuncs;return _.optional((function(){t.assert(r,n+\" in \"+a,\"invalid \"+e+\", must be one of 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_.optional((function(){e.assert(t,e.shared.isArrayLike+\"(\"+r+\")&&\"+r+\".length===4\",\"blend.color must be a 4d array\")})),V(4,(function(e){return t.def(\"+\",r,\"[\",e,\"]\")}))}));case tr:return f((function(e){return _.commandType(e,\"number\",o,t.commandStr),0|e}),(function(e,t,r){return _.optional((function(){e.assert(t,\"typeof \"+r+'===\"number\"',\"invalid stencil.mask\")})),t.def(r,\"|0\")}));case rr:return f((function(r){_.commandType(r,\"object\",o,t.commandStr);var n=r.cmp||\"keep\",a=r.ref||0,i=\"mask\"in r?r.mask:-1;return _.commandParameter(n,$r,e+\".cmp\",t.commandStr),_.commandType(a,\"number\",e+\".ref\",t.commandStr),_.commandType(i,\"number\",e+\".mask\",t.commandStr),[$r[n],a,i]}),(function(e,t,r){var n=e.constants.compareFuncs;return _.optional((function(){function a(){e.assert(t,Array.prototype.join.call(arguments,\"\"),\"invalid stencil.func\")}a(r+\"&&typeof \",r,'===\"object\"'),a('!(\"cmp\" in ',r,\")||(\",r,\".cmp in \",n,\")\")})),[t.def('\"cmp\" in 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_.commandType(r,\"number\",o+\".factor\",t.commandStr),_.commandType(n,\"number\",o+\".units\",t.commandStr),[r,n]}),(function(t,r,n){return _.optional((function(){t.assert(r,n+\"&&typeof \"+n+'===\"object\"',\"invalid \"+e)})),[r.def(n,\".factor|0\"),r.def(n,\".units|0\")]}));case qt:return f((function(e){var r=0;return\"front\"===e?r=Hr:\"back\"===e&&(r=Nr),_.command(!!r,o,t.commandStr),r}),(function(e,t,r){return _.optional((function(){e.assert(t,r+'===\"front\"||'+r+'===\"back\"',\"invalid cull.face\")})),t.def(r,'===\"front\"?',Hr,\":\",Nr)}));case Yt:return f((function(e){return _.command(\"number\"==typeof e&&e>=a.lineWidthDims[0]&&e<=a.lineWidthDims[1],\"invalid line width, must be a positive number between \"+a.lineWidthDims[0]+\" and \"+a.lineWidthDims[1],t.commandStr),e}),(function(e,t,r){return _.optional((function(){e.assert(t,\"typeof \"+r+'===\"number\"&&'+r+\">=\"+a.lineWidthDims[0]+\"&&\"+r+\"<=\"+a.lineWidthDims[1],\"invalid line width\")})),r}));case Qt:return f((function(e){return _.commandParameter(e,Zr,o,t.commandStr),Zr[e]}),(function(e,t,r){return _.optional((function(){e.assert(t,r+'===\"cw\"||'+r+'===\"ccw\"',\"invalid frontFace, must be one of cw,ccw\")})),t.def(r+'===\"cw\"?2304:'+qr)}));case Ht:return f((function(e){return _.command(me(e)&&4===e.length,\"color.mask must be length 4 array\",t.commandStr),e.map((function(e){return!!e}))}),(function(e,t,r){return _.optional((function(){e.assert(t,e.shared.isArrayLike+\"(\"+r+\")&&\"+r+\".length===4\",\"invalid color.mask\")})),V(4,(function(e){return\"!!\"+r+\"[\"+e+\"]\"}))}));case Zt:return f((function(e){_.command(\"object\"==typeof e&&e,o,t.commandStr);var r=\"value\"in e?e.value:1,n=!!e.invert;return _.command(\"number\"==typeof r&&r>=0&&r<=1,\"sample.coverage.value must be a number between 0 and 1\",t.commandStr),[r,n]}),(function(e,t,r){return _.optional((function(){e.assert(t,r+\"&&typeof \"+r+'===\"object\"',\"invalid sample.coverage\")})),[t.def('\"value\" in 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t=x[e];t&&(A[e]=t)}O(fr),O(E(or));var T=Object.keys(A).length>0,D={framebuffer:y,draw:w,shader:S,state:A,dirty:T,scopeVAO:null,drawVAO:null,useVAO:!1,attributes:{}};if(D.profile=function(e){var t,r=e.static,n=e.dynamic;if(ur in r){var a=!!r[ur];(t=an((function(e,t){return a}))).enable=a}else if(ur in n){var i=n[ur];t=on(i,(function(e,t){return e.invoke(t,i)}))}return t}(e),D.uniforms=function(e,t){var r=e.static,n=e.dynamic,a={};return Object.keys(r).forEach((function(e){var n,i=r[e];if(\"number\"==typeof i||\"boolean\"==typeof i)n=an((function(){return i}));else if(\"function\"==typeof i){var o=i._reglType;\"texture2d\"===o||\"textureCube\"===o?n=an((function(e){return e.link(i)})):\"framebuffer\"===o||\"framebufferCube\"===o?(_.command(i.color.length>0,'missing color attachment for framebuffer sent to uniform \"'+e+'\"',t.commandStr),n=an((function(e){return e.link(i.color[0])}))):_.commandRaise('invalid data for uniform \"'+e+'\"',t.commandStr)}else me(i)?n=an((function(t){return 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unit vector.\\n v_segment_length = length(a_point_end - a_point_start);\\n vec2 segment_right = right_vector(segment_along); // unit vector.\\n vec2 xy;\\n\\n bool miter_too_large_start = false;\\n bool miter_too_large_end = false;\\n\\n v_coords.y = a_position.y*halfwidth; // Overwritten later for end points.\\n\\n bool has_start_cap = a_show_prev < 0.5;\\n bool has_end_cap = a_show_next < 0.5;\\n\\n vec2 point_normal_start;\\n float cos_theta_start;\\n float turn_right_start;\\n if (has_start_cap)\\n point_normal_start = segment_right;\\n else {\\n vec2 prev_right = right_vector(normalize(a_point_start - a_point_prev));\\n point_normal_start = normalize(segment_right + prev_right);\\n cos_theta_start = dot(segment_right, point_normal_start); // Always +ve\\n turn_right_start = sign_no_zero(dot(segment_right, a_point_prev - a_point_start));\\n }\\n\\n vec2 point_normal_end;\\n float cos_theta_end;\\n float turn_right_end;\\n if (has_end_cap)\\n point_normal_end = segment_right;\\n else {\\n vec2 next_right = right_vector(normalize(a_point_next - a_point_end));\\n point_normal_end = normalize(segment_right + next_right);\\n cos_theta_end = dot(segment_right, point_normal_end); // Always +ve\\n turn_right_end = sign_no_zero(dot(segment_right, a_point_next - a_point_end));\\n }\\n\\n float miter_factor_start = 1.0 / dot(segment_right, point_normal_start);\\n float miter_factor_end = 1.0 / dot(segment_right, point_normal_end);\\n if (join_type == miter_join) {\\n // If miter too large, use bevel join instead.\\n miter_too_large_start = (miter_factor_start > u_miter_limit);\\n miter_too_large_end = (miter_factor_end > u_miter_limit);\\n }\\n\\n float sign_at_start = -sign(a_position.x); // +ve at segment start, -ve end.\\n vec2 point = sign_at_start > 0.0 ? a_point_start : a_point_end;\\n vec2 adjacent_point =\\n sign_at_start > 0.0 ? (has_start_cap ? a_point_start : a_point_prev)\\n : (has_end_cap ? a_point_end : a_point_next);\\n\\n if ( (has_start_cap && sign_at_start > 0.0) ||\\n (has_end_cap && sign_at_start < 0.0) ) {\\n // Cap.\\n xy = point - segment_right*(halfwidth*a_position.y);\\n if (cap_type == butt_cap)\\n xy -= sign_at_start*0.5*u_antialias*segment_along;\\n else\\n xy -= sign_at_start*halfwidth*segment_along;\\n }\\n else { // Join.\\n // +ve if turning to right, -ve if to left.\\n float turn_sign = sign_at_start > 0.0 ? turn_right_start : turn_right_end;\\n\\n vec2 adjacent_right = sign_at_start*normalize(right_vector(point - adjacent_point));\\n vec2 point_right = normalize(segment_right + adjacent_right);\\n float miter_factor = sign_at_start > 0.0 ? miter_factor_start : miter_factor_end;\\n bool miter_too_large = sign_at_start > 0.0 ? miter_too_large_start : miter_too_large_end;\\n\\n if (abs(a_position.x) > 1.5) {\\n // Outer point, meets prev/next segment.\\n float factor; // multiplied by halfwidth...\\n\\n if (join_type == bevel_join || (join_type == miter_join && miter_too_large))\\n factor = 1.0 / miter_factor; // cos_theta.\\n else if (join_type == round_join &&\\n miter_factor > min_miter_factor_round_join_mesh)\\n factor = 1.0;\\n else // miter, or round (small angle only).\\n factor = miter_factor;\\n\\n xy = point - point_right*(halfwidth*turn_sign*factor);\\n v_coords.y = turn_sign*halfwidth*factor / miter_factor;\\n }\\n else if (turn_sign*a_position.y < 0.0) {\\n // Inner point, meets prev/next segment.\\n float len = halfwidth*miter_factor;\\n float segment_len = v_segment_length;\\n float adjacent_len = distance(point, adjacent_point);\\n\\n if (len <= min(segment_len, adjacent_len))\\n // Normal behaviour.\\n xy = point - point_right*(len*a_position.y);\\n else\\n // For short wide line segments the inner point using the above\\n // calculation can be outside of the line. Here clipping it.\\n xy = point + segment_right*(halfwidth*turn_sign);\\n }\\n else {\\n // Point along outside edge.\\n xy = point - segment_right*(halfwidth*a_position.y);\\n if (join_type == round_join &&\\n miter_factor > min_miter_factor_round_join_mesh) {\\n xy = line_intersection(xy, segment_along,\\n point - turn_sign*point_right*halfwidth,\\n right_vector(point_right));\\n }\\n }\\n }\\n\\n vec2 pos = xy + 0.5; // Bokeh's offset.\\n pos /= u_canvas_size / u_pixel_ratio; // in 0..1\\n gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\\n\\n v_coords.x = dot(xy - a_point_start, segment_along);\\n v_flags = float(int(has_start_cap) +\\n 2*int(has_end_cap) +\\n 4*int(miter_too_large_start) +\\n 8*int(miter_too_large_end));\\n v_cos_theta_turn_right_start = cos_theta_start*turn_right_start;\\n v_cos_theta_turn_right_end = cos_theta_end*turn_right_end;\\n\\n#ifdef DASHED\\n v_length_so_far = a_length_so_far;\\n#endif\\n}\\n\"},\n 416: function _(n,t,a,i,e){i();a.default=\"\\nprecision mediump float;\\n\\nconst int butt_cap = 0;\\nconst int round_cap = 1;\\nconst int square_cap = 2;\\n\\nconst int miter_join = 0;\\nconst int round_join = 1;\\nconst int bevel_join = 2;\\n\\nuniform float u_linewidth;\\nuniform float u_antialias;\\nuniform float u_line_join;\\nuniform float u_line_cap;\\nuniform vec4 u_line_color;\\n#ifdef DASHED\\nuniform sampler2D u_dash_tex;\\nuniform vec4 u_dash_tex_info;\\nuniform float u_dash_scale;\\nuniform float u_dash_offset;\\n#endif\\n\\nvarying float v_segment_length;\\nvarying vec2 v_coords;\\nvarying float v_flags;\\nvarying float v_cos_theta_turn_right_start;\\nvarying float v_cos_theta_turn_right_end;\\n#ifdef DASHED\\nvarying float v_length_so_far;\\n#endif\\n\\nfloat cross_z(in vec2 v0, in vec2 v1)\\n{\\n return v0.x*v1.y - v0.y*v1.x;\\n}\\n\\nfloat point_line_side(in vec2 point, in vec2 start, in vec2 end)\\n{\\n // +ve if point to right of line.\\n // Alternatively could do dot product with right_vector.\\n return cross_z(point - start, end - start);\\n}\\n\\nfloat point_line_distance(in vec2 point, in vec2 start, in vec2 end)\\n{\\n return point_line_side(point, start, end) / distance(start, end);\\n}\\n\\nvec2 right_vector(in vec2 v)\\n{\\n return vec2(v.y, -v.x);\\n}\\n\\nfloat bevel_join_distance(in float sign_start, in float halfwidth)\\n{\\n float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\\n : v_cos_theta_turn_right_end;\\n float cos_theta = abs(cos_theta_turn_right);\\n float turn_right = sign(cos_theta_turn_right);\\n float distance_along = sign_start > 0.0 ? 0.0 : v_segment_length;\\n\\n // In v_coords reference frame (x is along segment, y across).\\n vec2 line_start = vec2(distance_along, halfwidth*turn_right);\\n float sin_alpha = cos_theta;\\n float cos_alpha = sqrt(1.0 - sin_alpha*sin_alpha);\\n vec2 line_along = vec2(-sign_start*turn_right*sin_alpha, -cos_alpha);\\n\\n return halfwidth + sign_start*point_line_distance(\\n v_coords, line_start, line_start+line_along);\\n}\\n\\nfloat cap(in int cap_type, in float x, in float y)\\n{\\n // x is distance along segment in direction away from end of segment,\\n // y is distance across segment.\\n if (cap_type == butt_cap)\\n return max(0.5*u_linewidth - x, abs(y));\\n else if (cap_type == square_cap)\\n return max(-x, abs(y));\\n else // cap_type == round_cap\\n return distance(vec2(min(x, 0.0), y), vec2(0.0, 0.0));\\n}\\n\\nfloat distance_to_alpha(in float dist)\\n{\\n return 1.0 - smoothstep(0.5*(u_linewidth - u_antialias),\\n 0.5*(u_linewidth + u_antialias), dist);\\n}\\n\\n#ifdef DASHED\\nfloat dash_distance(in float x)\\n{\\n // x is in direction of v_coords.x, i.e. along segment.\\n float tex_length = u_dash_tex_info.x;\\n float tex_offset = u_dash_tex_info.y;\\n float tex_dist_min = u_dash_tex_info.z;\\n float tex_dist_max = u_dash_tex_info.w;\\n\\n // Apply offset.\\n x += v_length_so_far - u_dash_scale*tex_offset + u_dash_offset;\\n\\n // Interpolate within texture to obtain distance to dash.\\n float dist = texture2D(u_dash_tex,\\n vec2(x / (tex_length*u_dash_scale), 0.0)).a;\\n\\n // Scale distance within min and max limits.\\n dist = tex_dist_min + dist*(tex_dist_max - tex_dist_min);\\n\\n return u_dash_scale*dist;\\n}\\n\\nfloat clip_dash_distance(in float x, in float offset, in float sign_along)\\n{\\n // Return clipped dash distance, sign_along is +1.0 if looking forward\\n // into next segment and -1.0 if looking backward into previous segment.\\n float half_antialias = 0.5*u_antialias;\\n\\n if (sign_along*x > half_antialias) {\\n // Outside antialias region, use usual dash distance.\\n return dash_distance(offset + x);\\n }\\n else {\\n // Inside antialias region.\\n // Dash distance at edge of antialias region clipped to half_antialias.\\n float edge_dist = min(dash_distance(offset + sign_along*half_antialias), half_antialias);\\n\\n // Physical distance from dash distance at edge of antialias region.\\n return edge_dist + sign_along*x - half_antialias;\\n }\\n}\\n\\nmat2 rotation_matrix(in float sign_start)\\n{\\n // Rotation matrix for v_coords from this segment to prev or next segment.\\n float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\\n : v_cos_theta_turn_right_end;\\n float cos_theta = abs(cos_theta_turn_right);\\n float turn_right = sign(cos_theta_turn_right);\\n\\n float sin_theta = sqrt(1.0 - cos_theta*cos_theta)*sign_start*turn_right;\\n float cos_2theta = 2.0*cos_theta*cos_theta - 1.0;\\n float sin_2theta = 2.0*sin_theta*cos_theta;\\n return mat2(cos_2theta, -sin_2theta, sin_2theta, cos_2theta);\\n}\\n#endif\\n\\nvoid main()\\n{\\n int join_type = int(u_line_join + 0.5);\\n int cap_type = int(u_line_cap + 0.5);\\n float halfwidth = 0.5*(u_linewidth + u_antialias);\\n float half_antialias = 0.5*u_antialias;\\n\\n // Extract flags.\\n int flags = int(v_flags + 0.5);\\n bool miter_too_large_end = (flags / 8 > 0);\\n flags -= 8*int(miter_too_large_end);\\n bool miter_too_large_start = (flags / 4 > 0);\\n flags -= 4*int(miter_too_large_start);\\n bool has_end_cap = (flags / 2 > 0);\\n flags -= 2*int(has_end_cap);\\n bool has_start_cap = flags > 0;\\n\\n float dist = v_coords.y; // For straight segment, and miter join.\\n\\n // Along-segment coords with respect to end of segment, +ve inside segment\\n // so equivalent to v_coords.x at start of segment.\\n float end_coords_x = v_segment_length - v_coords.x;\\n\\n if (v_coords.x <= half_antialias) {\\n // At start of segment, either cap or join.\\n if (has_start_cap)\\n dist = cap(cap_type, v_coords.x, v_coords.y);\\n else if (join_type == round_join)\\n dist = distance(v_coords, vec2(0.0, 0.0));\\n else if (join_type == bevel_join ||\\n (join_type == miter_join && miter_too_large_start))\\n dist = max(abs(dist), bevel_join_distance(1.0, halfwidth));\\n // else a miter join which uses the default dist calculation.\\n }\\n else if (end_coords_x <= half_antialias) {\\n // At end of segment, either cap or join.\\n if (has_end_cap)\\n dist = cap(cap_type, end_coords_x, v_coords.y);\\n else if (join_type == round_join)\\n dist = distance(v_coords, vec2(v_segment_length, 0));\\n else if ((join_type == bevel_join ||\\n (join_type == miter_join && miter_too_large_end)))\\n dist = max(abs(dist), bevel_join_distance(-1.0, halfwidth));\\n // else a miter join which uses the default dist calculation.\\n }\\n\\n float alpha = distance_to_alpha(abs(dist));\\n\\n#ifdef DASHED\\n if (u_dash_tex_info.x >= 0.0) {\\n // Dashes in straight segments (outside of joins) are easily calculated.\\n dist = dash_distance(v_coords.x);\\n\\n if (!has_start_cap && cap_type == butt_cap) {\\n if (v_coords.x < half_antialias) {\\n // Outer of start join rendered solid color or not at all\\n // depending on whether corner point is in dash or gap, with\\n // antialiased ends.\\n if (dash_distance(0.0) > 0.0) {\\n // Corner is solid color.\\n dist = max(dist, min(half_antialias, -v_coords.x));\\n // Avoid visible antialiasing band between corner and dash.\\n dist = max(dist, dash_distance(half_antialias));\\n }\\n else {\\n // Use large negative value so corner not colored.\\n dist = -halfwidth;\\n\\n if (v_coords.x > -half_antialias) {\\n // Consider antialias region of dash after start region.\\n float edge_dist = min(dash_distance(half_antialias), half_antialias);\\n dist = max(dist, edge_dist + v_coords.x - half_antialias);\\n }\\n }\\n }\\n\\n vec2 prev_coords = rotation_matrix(1.0)*v_coords;\\n\\n if (abs(prev_coords.y) < halfwidth && prev_coords.x < half_antialias) {\\n // Extend dashes across from end of previous segment, with antialiased end.\\n float new_dist = clip_dash_distance(prev_coords.x, 0.0, -1.0);\\n new_dist = min(new_dist, 0.5*u_linewidth - abs(prev_coords.y));\\n dist = max(dist, new_dist);\\n }\\n }\\n\\n if (!has_end_cap && cap_type == butt_cap) {\\n if (end_coords_x < half_antialias) {\\n // Similar for end join.\\n if (dash_distance(v_segment_length) > 0.0) {\\n // Corner is solid color.\\n dist = max(dist, min(half_antialias, -end_coords_x));\\n // Avoid visible antialiasing band between corner and dash.\\n dist = max(dist, dash_distance(v_segment_length - half_antialias));\\n }\\n else {\\n // Use large negative value so corner not colored.\\n dist = -halfwidth;\\n\\n if (end_coords_x > -half_antialias) {\\n // Consider antialias region of dash before end region.\\n float edge_dist = min(dash_distance(v_segment_length - half_antialias),\\n half_antialias);\\n dist = max(dist, edge_dist + end_coords_x - half_antialias);\\n }\\n }\\n }\\n\\n vec2 next_coords = rotation_matrix(-1.0)*(v_coords - vec2(v_segment_length, 0.0));\\n\\n if (abs(next_coords.y) < halfwidth && next_coords.x > -half_antialias) {\\n // Extend dashes across from next segment, with antialiased end.\\n float new_dist = clip_dash_distance(next_coords.x, v_segment_length, 1.0);\\n new_dist = min(new_dist, 0.5*u_linewidth - abs(next_coords.y));\\n dist = max(dist, new_dist);\\n }\\n }\\n\\n dist = cap(cap_type, dist, v_coords.y);\\n\\n float dash_alpha = distance_to_alpha(dist);\\n alpha = min(alpha, dash_alpha);\\n }\\n#endif\\n\\n alpha = u_line_color.a*alpha;\\n gl_FragColor = vec4(u_line_color.rgb*alpha, alpha); // Premultiplied alpha.\\n}\\n\"},\n 417: function _(n,i,e,t,a){t();e.default=\"\\nprecision mediump float;\\n\\nattribute vec2 a_position;\\nattribute vec2 a_center;\\nattribute float a_width;\\nattribute float a_height;\\nattribute float a_angle; // In radians\\nattribute float a_linewidth;\\nattribute vec4 a_line_color;\\nattribute vec4 a_fill_color;\\nattribute float a_line_cap;\\nattribute float a_line_join;\\nattribute float a_show;\\n#ifdef HATCH\\nattribute float a_hatch_pattern;\\nattribute float a_hatch_scale;\\nattribute float a_hatch_weight;\\nattribute vec4 a_hatch_color;\\n#endif\\n\\nuniform float u_pixel_ratio;\\nuniform vec2 u_canvas_size;\\nuniform float u_antialias;\\nuniform float u_size_hint;\\n\\nvarying float v_linewidth;\\nvarying vec2 v_size; // 2D size for rects compared to 1D for markers.\\nvarying vec4 v_line_color;\\nvarying vec4 v_fill_color;\\nvarying float v_line_cap;\\nvarying float v_line_join;\\nvarying vec2 v_coords;\\n#ifdef HATCH\\nvarying float v_hatch_pattern;\\nvarying float v_hatch_scale;\\nvarying float v_hatch_weight;\\nvarying vec4 v_hatch_color;\\nvarying vec2 v_hatch_coords;\\n#endif\\n\\nvoid main()\\n{\\n if (a_show < 0.5) {\\n // Do not show this rect.\\n gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\\n return;\\n }\\n\\n v_size = vec2(a_width, a_height);\\n v_linewidth = a_linewidth;\\n v_line_color = a_line_color;\\n v_fill_color = a_fill_color;\\n v_line_cap = a_line_cap;\\n v_line_join = a_line_join;\\n\\n if (v_linewidth < 1.0) {\\n // Linewidth less than 1 is implemented as 1 but with reduced alpha.\\n v_line_color.a *= v_linewidth;\\n v_linewidth = 1.0;\\n }\\n\\n#ifdef HATCH\\n v_hatch_pattern = a_hatch_pattern;\\n v_hatch_scale = a_hatch_scale;\\n v_hatch_weight = a_hatch_weight;\\n v_hatch_color = a_hatch_color;\\n#endif\\n\\n vec2 enclosing_size;\\n // Need extra size of (v_linewidth+u_antialias) if edge of marker parallel to\\n // edge of bounding box. If symmetric spike towards edge then multiply by\\n // 1/cos(theta) where theta is angle between spike and bbox edges.\\n int size_hint = int(u_size_hint + 0.5);\\n if (size_hint == 1) // Dash\\n enclosing_size = vec2(v_size.x + v_linewidth + u_antialias,\\n v_linewidth + u_antialias);\\n else if (size_hint == 2) // Dot\\n enclosing_size = 0.25*v_size + u_antialias;\\n else if (size_hint == 3) // Diamond\\n enclosing_size = vec2(v_size.x*(2.0/3.0) + (v_linewidth + u_antialias)*1.20185,\\n v_size.y + (v_linewidth + u_antialias)*1.80278);\\n else if (size_hint == 4) // Hex\\n enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(2.0/sqrt(3.0), 1.0);\\n else if (size_hint == 5) // Square pin\\n enclosing_size = v_size + (v_linewidth + u_antialias)*3.1;\\n else if (size_hint == 6) // Triangle\\n enclosing_size = vec2(v_size.x + (v_linewidth + u_antialias)*sqrt(3.0),\\n v_size.y*(2.0/sqrt(3.0)) + (v_linewidth + u_antialias)*2.0);\\n else if (size_hint == 7) // Triangle pin\\n enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(4.8, 6.0);\\n else if (size_hint == 8) // Star\\n enclosing_size = vec2(v_size.x*0.95106 + (v_linewidth + u_antialias)*3.0,\\n v_size.y + (v_linewidth + u_antialias)*3.2);\\n else\\n enclosing_size = v_size + v_linewidth + u_antialias;\\n\\n // Coordinates in rotated frame with respect to center of marker, used for\\n // distance functions in fragment shader.\\n v_coords = a_position*enclosing_size;\\n\\n float c = cos(-a_angle);\\n float s = sin(-a_angle);\\n mat2 rotation = mat2(c, -s, s, c);\\n\\n vec2 pos = a_center + rotation*v_coords;\\n#ifdef HATCH\\n // Coordinates for hatching in unrotated frame of reference.\\n v_hatch_coords = pos - 0.5;\\n#endif\\n pos += 0.5; // Make up for Bokeh's offset.\\n pos /= u_canvas_size / u_pixel_ratio; // 0 to 1.\\n gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\\n}\\n\"},\n 418: function _(n,i,e,t,a){t();e.default=\"\\nprecision mediump float;\\n\\nconst float SQRT2 = sqrt(2.0);\\nconst float SQRT3 = sqrt(3.0);\\nconst float PI = 3.14159265358979323846;\\n\\nconst int butt_cap = 0;\\nconst int round_cap = 1;\\nconst int square_cap = 2;\\n\\nconst int miter_join = 0;\\nconst int round_join = 1;\\nconst int bevel_join = 2;\\n\\n#ifdef HATCH\\nconst int hatch_dot = 1;\\nconst int hatch_ring = 2;\\nconst int hatch_horizontal_line = 3;\\nconst int hatch_vertical_line = 4;\\nconst int hatch_cross = 5;\\nconst int hatch_horizontal_dash = 6;\\nconst int hatch_vertical_dash = 7;\\nconst int hatch_spiral = 8;\\nconst int hatch_right_diagonal_line = 9;\\nconst int hatch_left_diagonal_line = 10;\\nconst int hatch_diagonal_cross = 11;\\nconst int hatch_right_diagonal_dash = 12;\\nconst int hatch_left_diagonal_dash = 13;\\nconst int hatch_horizontal_wave = 14;\\nconst int hatch_vertical_wave = 15;\\nconst int hatch_criss_cross = 16;\\n#endif\\n\\nuniform float u_antialias;\\n\\nvarying float v_linewidth;\\nvarying vec2 v_size;\\nvarying vec4 v_line_color;\\nvarying vec4 v_fill_color;\\nvarying float v_line_cap;\\nvarying float v_line_join;\\nvarying vec2 v_coords;\\n#ifdef HATCH\\nvarying float v_hatch_pattern;\\nvarying float v_hatch_scale;\\nvarying float v_hatch_weight;\\nvarying vec4 v_hatch_color;\\nvarying vec2 v_hatch_coords;\\n#endif\\n\\n// Lines within the marker (dot, cross, x and y) are added at the end as they are\\n// on top of the fill rather than astride it.\\n#if defined(USE_CIRCLE_DOT) || defined(USE_DIAMOND_DOT) || defined(USE_DOT) || defined(USE_HEX_DOT) || defined(USE_SQUARE_DOT) || defined(USE_STAR_DOT) || defined(USE_TRIANGLE_DOT)\\n #define APPEND_DOT\\n#endif\\n\\n#if defined(USE_CIRCLE_CROSS) || defined(USE_SQUARE_CROSS)\\n #define APPEND_CROSS\\n#endif\\n\\n#ifdef USE_DIAMOND_CROSS\\n #define APPEND_CROSS_2\\n#endif\\n\\n#ifdef USE_CIRCLE_X\\n #define APPEND_X\\n #define APPEND_X_LEN (0.5*v_size.x)\\n#endif\\n\\n#ifdef USE_SQUARE_X\\n #define APPEND_X\\n #define APPEND_X_LEN (v_size.x/SQRT2)\\n#endif\\n\\n#ifdef USE_CIRCLE_Y\\n #define APPEND_Y\\n#endif\\n\\n#if defined(USE_ASTERISK) || defined(USE_CROSS) || defined(USE_DASH) || defined(USE_DOT) || defined(USE_X) || defined(USE_Y)\\n // No fill.\\n #define LINE_ONLY\\n#endif\\n\\n#if defined(LINE_ONLY) || defined(APPEND_CROSS) || defined(APPEND_CROSS_2) || defined(APPEND_X) || defined(APPEND_Y)\\nfloat end_cap_distance(in vec2 p, in vec2 end_point, in vec2 unit_direction, in int line_cap)\\n{\\n vec2 offset = p - end_point;\\n if (line_cap == butt_cap)\\n return dot(offset, unit_direction) + 0.5*v_linewidth;\\n else if (line_cap == square_cap)\\n return dot(offset, unit_direction);\\n else if (line_cap == round_cap && dot(offset, unit_direction) > 0.0)\\n return length(offset);\\n else\\n // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\\n // so here avoid the multiplication.\\n return -v_linewidth-u_antialias;\\n}\\n#endif\\n\\n#if !(defined(LINE_ONLY) || defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN))\\n// For line join at a vec2 corner where 2 line segments meet, consider bevel points which are the 2\\n// points obtained by moving half a linewidth away from the corner point in the directions normal to\\n// the line segments. The line through these points is the bevel line, characterised by a vec2\\n// unit_normal and offset distance from the corner point. Edge of bevel join straddles this line,\\n// round join occurs outside of this line centred on the corner point. In general\\n// offset = (linewidth/2)*sin(alpha/2)\\n// where alpha is the angle between the 2 line segments at the corner.\\nfloat line_join_distance_no_miter(\\n in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join)\\n{\\n // Simplified version of line_join_distance ignoring miter which most markers do implicitly\\n // as they are composed of straight line segments.\\n float dist_outside = dot((p - corner), unit_normal) - offset;\\n\\n if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\\n return dist_outside + 0.5*v_linewidth;\\n else if (dist_outside > 0.0) // round_join\\n return distance(p, corner);\\n else\\n // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\\n // so here avoid the multiplication.\\n return -v_linewidth-u_antialias;\\n}\\n#endif\\n\\n#if defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN)\\n// Line join distance including miter but only one-sided check as assuming use of symmetry in\\n// calling function.\\nfloat line_join_distance_incl_miter(\\n in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join,\\n vec2 miter_unit_normal)\\n{\\n float dist_outside = dot((p - corner), unit_normal) - offset;\\n\\n if (line_join == miter_join && dist_outside > 0.0)\\n return dot((p - corner), miter_unit_normal);\\n else if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\\n return dist_outside + 0.5*v_linewidth;\\n else if (dist_outside > 0.0) // round_join\\n return distance(p, corner);\\n else\\n return -v_linewidth-u_antialias;\\n}\\n#endif\\n\\n#if defined(APPEND_CROSS) || defined(APPEND_X) || defined(USE_ASTERISK) || defined(USE_CROSS) || defined(USE_X)\\nfloat one_cross(in vec2 p, in int line_cap, in float len)\\n{\\n p = abs(p);\\n p = (p.y > p.x) ? p.yx : p.xy;\\n float dist = p.y;\\n float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\\n return max(dist, end_dist);\\n}\\n#endif\\n\\n#ifdef APPEND_CROSS_2\\nfloat one_cross_2(in vec2 p, in int line_cap, in vec2 lengths)\\n{\\n // Cross with different length in x and y directions.\\n p = abs(p);\\n bool switch_xy = (p.y > p.x);\\n p = switch_xy ? p.yx : p.xy;\\n float len = switch_xy ? lengths.y : lengths.x;\\n float dist = p.y;\\n float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\\n return max(dist, end_dist);\\n}\\n#endif\\n\\n#if defined(APPEND_Y) || defined(USE_Y)\\nfloat one_y(in vec2 p, in int line_cap, in float len)\\n{\\n p = vec2(abs(p.x), -p.y);\\n\\n // End point of line to right is (1/2, 1/3)*len*SQRT3.\\n // Unit vector along line is (1/2, 1/3)*k where k = 6/SQRT13.\\n const float k = 6.0/sqrt(13.0);\\n vec2 unit_along = vec2(0.5*k, k/3.0);\\n vec2 end_point = vec2(0.5*len*SQRT3, len*SQRT3/3.0);\\n float dist = max(abs(dot(p, vec2(-unit_along.y, unit_along.x))),\\n end_cap_distance(p, end_point, unit_along, line_cap));\\n\\n if (p.y < 0.0) {\\n // Vertical line.\\n float vert_dist = max(p.x,\\n end_cap_distance(p, vec2(0.0, -len), vec2(0.0, -1.0), line_cap));\\n dist = min(dist, vert_dist);\\n }\\n return dist;\\n}\\n#endif\\n\\n// One marker_distance function per marker type.\\n// Distance is zero on edge of marker, +ve outside and -ve inside.\\n\\n#ifdef USE_ASTERISK\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // Assuming v_size.x == v.size_y\\n vec2 p_diag = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\\n float len = 0.5*v_size.x;\\n return min(one_cross(p, line_cap, len), // cross\\n one_cross(p_diag, line_cap, len)); // x\\n}\\n#endif\\n\\n#if defined(USE_CIRCLE) || defined(USE_CIRCLE_CROSS) || defined(USE_CIRCLE_DOT) || defined(USE_CIRCLE_X) || defined(USE_CIRCLE_Y)\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // Assuming v_size.x == v.size_y\\n return length(p) - 0.5*v_size.x;\\n}\\n#endif\\n\\n#ifdef USE_CROSS\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // Assuming v_size.x == v.size_y\\n return one_cross(p, line_cap, 0.5*v_size.x);\\n}\\n#endif\\n\\n#ifdef USE_DASH\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n p = abs(p);\\n float dist = p.y;\\n float end_dist = end_cap_distance(p, vec2(0.5*v_size.x, 0.0), vec2(1.0, 0.0), line_cap);\\n return max(dist, end_dist);\\n}\\n#endif\\n\\n#if defined(USE_DIAMOND) || defined(USE_DIAMOND_CROSS) || defined(USE_DIAMOND_DOT)\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // Assuming v_size.x == v.size_y\\n // Only need to consider +ve quadrant, the 2 end points are (2r/3, 0) and (0, r)\\n // where r = radius = v_size.x/2.\\n // Line has outward-facing unit normal vec2(1, 2/3)/k where k = SQRT13/3\\n // hence vec2(3, 2)/SQRT13, and distance from origin of 2r/(3k) = 2r/SQRT13.\\n p = abs(p);\\n float r = 0.5*v_size.x;\\n const float SQRT13 = sqrt(13.0);\\n float dist = dot(p, vec2(3.0, 2.0))/SQRT13 - 2.0*r/SQRT13;\\n\\n if (line_join != miter_join) {\\n dist = max(dist, line_join_distance_no_miter(\\n p, vec2(0.0, r), vec2(0.0, 1.0), v_linewidth/SQRT13, line_join));\\n\\n dist = max(dist, line_join_distance_no_miter(\\n p, vec2(r*2.0/3.0, 0.0), vec2(1.0, 0.0), v_linewidth*(1.5/SQRT13), line_join));\\n }\\n\\n return dist;\\n}\\n#endif\\n\\n#ifdef USE_DOT\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // Dot is always appended.\\n return v_linewidth+u_antialias;\\n}\\n#endif\\n\\n#if defined(USE_HEX) || defined(USE_HEX_DOT)\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // A regular hexagon has v_size.x == v.size_y = r where r is the length of\\n // each of the 3 sides of the 6 equilateral triangles that comprise the hex.\\n // Only consider +ve quadrant, the 3 corners are at (0, h), (rx/2, h), (rx, 0)\\n // where rx = 0.5*v_size.x, ry = 0.5*v_size.y and h = ry*SQRT3/2.\\n // Sloping line has outward normal vec2(h, rx/2). Length of this is\\n // len = sqrt(h**2 + rx**2/4) to give unit normal (h, rx/2)/len and distance\\n // from origin of this line is rx*h/len.\\n p = abs(p);\\n float rx = v_size.x/2.0;\\n float h = v_size.y*(SQRT3/4.0);\\n float len_normal = sqrt(h*h + 0.25*rx*rx);\\n vec2 unit_normal = vec2(h, 0.5*rx) / len_normal;\\n float dist = max(dot(p, unit_normal) - rx*h/len_normal, // Distance from sloping line.\\n p.y - h); // Distance from horizontal line.\\n\\n if (line_join != miter_join) {\\n dist = max(dist, line_join_distance_no_miter(\\n p, vec2(rx, 0.0), vec2(1.0, 0.0), 0.5*v_linewidth*unit_normal.x, line_join));\\n\\n unit_normal = normalize(unit_normal + vec2(0.0, 1.0)); // At (rx/2, h) corner.\\n dist = max(dist, line_join_distance_no_miter(\\n p, vec2(0.5*rx, h), unit_normal, 0.5*v_linewidth*unit_normal.y, line_join));\\n }\\n return dist;\\n}\\n#endif\\n\\n#ifdef USE_PLUS\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // Assuming v_size.x == v.size_y\\n // Only need to consider one octant, the +ve quadrant with x >= y.\\n p = abs(p);\\n p = (p.y > p.x) ? p.yx : p.xy;\\n\\n // 3 corners are (r, 0), (r, 3r/8) and (3r/8, 3r/8).\\n float r = 0.5*v_size.x;\\n p = p - vec2(r, 0.375*r); // Distance with respect to outside corner\\n float dist = max(p.x, p.y);\\n\\n if (line_join != miter_join) {\\n // Outside corner\\n dist = max(dist, line_join_distance_no_miter(\\n p, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\\n\\n // Inside corner\\n dist = min(dist, -line_join_distance_no_miter(\\n p, vec2(-5.0*r/8.0, 0.0), vec2(-1.0/SQRT2, -1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\\n }\\n\\n return dist;\\n}\\n#endif\\n\\n#if defined(USE_SQUARE) || defined(USE_SQUARE_CROSS) || defined(USE_SQUARE_DOT) || defined(USE_SQUARE_X)\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n vec2 p2 = abs(p) - v_size/2.0; // Offset from corner\\n float dist = max(p2.x, p2.y);\\n\\n if (line_join != miter_join)\\n dist = max(dist, line_join_distance_no_miter(\\n p2, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\\n\\n return dist;\\n}\\n#endif\\n\\n#ifdef USE_SQUARE_PIN\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // Assuming v_size.x == v.size_y\\n p = abs(p);\\n p = (p.y > p.x) ? p.yx : p.xy;\\n // p is in octant between y=0 and y=x.\\n // Quadratic bezier curve passes through (r, r), (11r/16, 0) and (r, -r).\\n // Circular arc that passes through the same points has center at\\n // x = r + 231r/160 = 2.44275r and y = 0 and hence radius is\\n // x - 11r/16 = 1.75626 precisely.\\n float r = 0.5*v_size.x;\\n float center_x = r*2.44375;\\n float radius = r*1.75626;\\n float dist = radius - distance(p, vec2(center_x, 0.0));\\n\\n // Magic number is 0.5*sin(atan(8/5) - pi/4)\\n dist = max(dist, line_join_distance_incl_miter(\\n p, vec2(r, r), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth*0.1124297533493792, line_join,\\n vec2(8.0/sqrt(89.0), -5.0/sqrt(89.0))));\\n\\n return dist;\\n}\\n#endif\\n\\n#if defined(USE_STAR) || defined(USE_STAR_DOT)\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // Assuming v_size.x == v.size_y\\n const float SQRT5 = sqrt(5.0);\\n const float COS72 = 0.25*(SQRT5 - 1.0);\\n const float SIN72 = sqrt((5.0+SQRT5) / 8.0);\\n\\n float angle = atan(p.x, p.y); // In range -pi to +pi clockwise from +y direction.\\n angle = mod(angle, 0.4*PI) - 0.2*PI; // In range -pi/5 to +pi/5 clockwise from +y direction.\\n p = length(p)*vec2(cos(angle), abs(sin(angle))); // (x,y) in pi/10 (36 degree) sector.\\n\\n // 2 corners are at (r, 0) and (r-a*SIN72, a*COS72) where a = r sqrt(5-2*sqrt(5)).\\n // Line has outward-facing unit normal vec2(COS72, SIN72) and distance from\\n // origin of dot(vec2(r, 0), vec2(COS72, SIN72)) = r*COS72\\n float r = 0.5*v_size.x;\\n float a = r*sqrt(5.0 - 2.0*SQRT5);\\n float dist = dot(p, vec2(COS72, SIN72)) - r*COS72;\\n\\n if (line_join != miter_join) {\\n // Outside corner\\n dist = max(dist, line_join_distance_no_miter(\\n p, vec2(r, 0.0), vec2(1.0, 0.0), v_linewidth*(0.5*COS72), line_join));\\n\\n // Inside corner\\n const float COS36 = sqrt(0.5 + COS72/2.0);\\n const float SIN36 = sqrt(0.5 - COS72/2.0);\\n dist = min(dist, -line_join_distance_no_miter(\\n p, vec2(r-a*SIN72, a*COS72), vec2(-COS36, -SIN36), v_linewidth*(0.5*COS36), line_join));\\n }\\n\\n return dist;\\n}\\n#endif\\n\\n#if defined(USE_TRIANGLE) || defined(USE_TRIANGLE_DOT) || defined(USE_INVERTED_TRIANGLE)\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // Assuming v_size.x == v.size_y\\n // For normal triangle 3 corners are at (-r, a), (r, a), (0, a-h)=(0, -2h/3)\\n // given r = radius = v_size.x/2, h = SQRT3*r, a = h/3.\\n // Sloping line has outward-facing unit normal vec2(h, -r)/2r = vec2(SQRT3, -1)/2\\n // and distance from origin of a. Horizontal line has outward-facing unit normal\\n // vec2(0, 1) and distance from origin of a.\\n float r = 0.5*v_size.x;\\n float a = r*SQRT3/3.0;\\n\\n // Only need to consider +ve x.\\n#ifdef USE_INVERTED_TRIANGLE\\n p = vec2(abs(p.x), -p.y);\\n#else\\n p = vec2(abs(p.x), p.y);\\n#endif\\n\\n float dist = max(0.5*dot(p, vec2(SQRT3, -1.0)) - a, // Distance from sloping line.\\n p.y - a); // Distance from horizontal line.\\n\\n if (line_join != miter_join) {\\n dist = max(dist, line_join_distance_no_miter(\\n p, vec2(0.0, -(2.0/SQRT3)*r), vec2(0.0, -1.0), v_linewidth*0.25, line_join));\\n\\n dist = max(dist, line_join_distance_no_miter(\\n p, vec2(r, a), vec2(SQRT3/2.0, 0.5), v_linewidth*0.25, line_join));\\n }\\n\\n return dist;\\n}\\n#endif\\n\\n#ifdef USE_TRIANGLE_PIN\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // Assuming v_size.x == v.size_y\\n float angle = atan(p.x, -p.y); // In range -pi to +pi.\\n angle = mod(angle, PI*2.0/3.0) - PI/3.0; // In range -pi/3 to pi/3.\\n p = length(p)*vec2(cos(angle), abs(sin(angle))); // (x,y) in range 0 to pi/3.\\n // Quadratic bezier curve passes through (a, r), ((a+b)/2, 0) and (a, -r) where\\n // a = r/SQRT3, b = 3a/8 = r SQRT3/8. Circular arc that passes through the same points has\\n // center at (a+x, 0) and radius x+c where c = (a-b)/2 and x = (r**2 - c**2) / (2c).\\n // Ignore r factor until the end so can use const.\\n const float a = 1.0/SQRT3;\\n const float b = SQRT3/8.0;\\n const float c = (a-b)/2.0;\\n const float x = (1.0 - c*c) / (2.0*c);\\n const float center_x = x + a;\\n const float radius = x + c;\\n float r = 0.5*v_size.x;\\n float dist = r*radius - distance(p, vec2(r*center_x, 0.0));\\n\\n // Magic number is 0.5*sin(atan(8*sqrt(3)/5) - pi/3)\\n dist = max(dist, line_join_distance_incl_miter(\\n p, vec2(a*r, r), vec2(0.5, 0.5*SQRT3), v_linewidth*0.0881844526878324, line_join,\\n vec2(8.0*SQRT3, -5.0)/sqrt(217.0)));\\n\\n return dist;\\n}\\n#endif\\n\\n#ifdef USE_X\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // Assuming v_size.x == v.size_y\\n p = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\\n return one_cross(p, line_cap, 0.5*v_size.x);\\n}\\n#endif\\n\\n#ifdef USE_Y\\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\\n{\\n // Assuming v_size.x == v.size_y\\n return one_y(p, line_cap, 0.5*v_size.x);\\n}\\n#endif\\n\\n// Convert distance from edge of marker to fraction in range 0 to 1, depending\\n// on antialiasing width.\\nfloat distance_to_fraction(in float dist)\\n{\\n return 1.0 - smoothstep(-0.5*u_antialias, 0.5*u_antialias, dist);\\n}\\n\\n// Return fraction from 0 (no fill color) to 1 (full fill color).\\nfloat fill_fraction(in float dist)\\n{\\n return distance_to_fraction(dist);\\n}\\n\\n// Return fraction in range 0 (no line color) to 1 (full line color).\\nfloat line_fraction(in float dist)\\n{\\n return distance_to_fraction(abs(dist) - 0.5*v_linewidth);\\n}\\n\\n// Return fraction (in range 0 to 1) of a color, with premultiplied alpha.\\nvec4 fractional_color(in vec4 color, in float fraction)\\n{\\n color.a *= fraction;\\n color.rgb *= color.a;\\n return color;\\n}\\n\\n// Blend colors that have premultiplied alpha.\\nvec4 blend_colors(in vec4 src, in vec4 dest)\\n{\\n return (1.0 - src.a)*dest + src;\\n}\\n\\n#ifdef APPEND_DOT\\nfloat dot_fraction(in vec2 p)\\n{\\n // Assuming v_size.x == v_size.y\\n float radius = 0.125*v_size.x;\\n float dot_distance = max(length(p) - radius, -0.5*u_antialias);\\n return fill_fraction(dot_distance);\\n}\\n#endif\\n\\n#ifdef HATCH\\n// Wrap coordinate(s) by removing integer part to give distance from center of\\n// repeat, in the range -0.5 to +0.5.\\nfloat wrap(in float x)\\n{\\n return fract(x) - 0.5;\\n}\\n\\nvec2 wrap(in vec2 xy)\\n{\\n return fract(xy) - 0.5;\\n}\\n\\n// Return fraction from 0 (no hatch color) to 1 (full hatch color).\\nfloat hatch_fraction(in vec2 coords, in int hatch_pattern)\\n{\\n float scale = v_hatch_scale; // Hatch repeat distance.\\n\\n // Coordinates and linewidth/halfwidth are scaled to hatch repeat distance.\\n coords = coords / scale;\\n float halfwidth = 0.5*v_hatch_weight / scale; // Half the hatch linewidth.\\n\\n // Default is to return fraction of zero, i.e. no pattern.\\n float dist = u_antialias;\\n\\n if (hatch_pattern == hatch_dot) {\\n const float dot_radius = 0.25;\\n dist = length(wrap(coords)) - dot_radius;\\n }\\n else if (hatch_pattern == hatch_ring) {\\n const float ring_radius = 0.25;\\n dist = abs(length(wrap(coords)) - ring_radius) - halfwidth;\\n }\\n else if (hatch_pattern == hatch_horizontal_line) {\\n dist = abs(wrap(coords.y)) - halfwidth;\\n }\\n else if (hatch_pattern == hatch_vertical_line) {\\n dist = abs(wrap(coords.x)) - halfwidth;\\n }\\n else if (hatch_pattern == hatch_cross) {\\n dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) - halfwidth;\\n }\\n else if (hatch_pattern == hatch_horizontal_dash) {\\n // Dashes have square caps.\\n const float halflength = 0.25;\\n dist = max(abs(wrap(coords.y)),\\n abs(wrap(coords.x) + 0.25) - halflength) - halfwidth;\\n }\\n else if (hatch_pattern == hatch_vertical_dash) {\\n const float halflength = 0.25;\\n dist = max(abs(wrap(coords.x)),\\n abs(wrap(coords.y) + 0.25) - halflength) - halfwidth;\\n }\\n else if (hatch_pattern == hatch_spiral) {\\n vec2 wrap2 = wrap(coords);\\n float angle = wrap(atan(wrap2.y, wrap2.x) / (2.0*PI));\\n // Canvas spiral radius increases by scale*pi/15 each rotation.\\n const float dr = PI/15.0;\\n float radius = length(wrap2);\\n // At any angle, spiral lines are equally spaced dr apart.\\n // Find distance to nearest of these lines.\\n float frac = fract((radius - dr*angle) / dr); // 0 to 1.\\n dist = dr*(abs(frac - 0.5));\\n dist = min(dist, radius) - halfwidth; // Consider center point also.\\n }\\n else if (hatch_pattern == hatch_right_diagonal_line) {\\n dist = abs(wrap(2.0*coords.x + coords.y))/sqrt(5.0) - halfwidth;\\n }\\n else if (hatch_pattern == hatch_left_diagonal_line) {\\n dist = abs(wrap(2.0*coords.x - coords.y))/sqrt(5.0) - halfwidth;\\n }\\n else if (hatch_pattern == hatch_diagonal_cross) {\\n coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\\n dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2 - halfwidth;\\n }\\n else if (hatch_pattern == hatch_right_diagonal_dash) {\\n float across = coords.x + coords.y + 0.5;\\n dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\\n\\n across = floor(across); // Offset for dash.\\n float along = wrap(0.5*(coords.x - coords.y + across));\\n const float halflength = 0.25;\\n along = abs(along) - halflength; // Distance along line.\\n\\n dist = max(dist, along) - halfwidth;\\n }\\n else if (hatch_pattern == hatch_left_diagonal_dash) {\\n float across = coords.x - coords.y + 0.5;\\n dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\\n\\n across = floor(across); // Offset for dash.\\n float along = wrap(0.5*(coords.x + coords.y + across));\\n const float halflength = 0.25;\\n along = abs(along) - halflength; // Distance along line.\\n\\n dist = max(dist, along) - halfwidth;\\n }\\n else if (hatch_pattern == hatch_horizontal_wave) {\\n float wrapx = wrap(coords.x);\\n float wrapy = wrap(coords.y - 0.25 + abs(wrapx));\\n dist = abs(wrapy) / SQRT2 - halfwidth;\\n }\\n else if (hatch_pattern == hatch_vertical_wave) {\\n float wrapy = wrap(coords.y);\\n float wrapx = wrap(coords.x - 0.25 + abs(wrapy));\\n dist = abs(wrapx) / SQRT2 - halfwidth;\\n }\\n else if (hatch_pattern == hatch_criss_cross) {\\n float plus = min(abs(wrap(coords.x)), abs(wrap(coords.y)));\\n\\n coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\\n float X = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2;\\n\\n dist = min(plus, X) - halfwidth;\\n }\\n\\n return distance_to_fraction(dist*scale);\\n}\\n#endif\\n\\nvoid main()\\n{\\n int line_cap = int(v_line_cap + 0.5);\\n int line_join = int(v_line_join + 0.5);\\n#ifdef HATCH\\n int hatch_pattern = int(v_hatch_pattern + 0.5);\\n#endif\\n\\n float dist = marker_distance(v_coords, line_cap, line_join);\\n\\n#ifdef LINE_ONLY\\n vec4 color = vec4(0.0, 0.0, 0.0, 0.0);\\n#else\\n float fill_frac = fill_fraction(dist);\\n vec4 color = fractional_color(v_fill_color, fill_frac);\\n#endif\\n\\n#if defined(HATCH) && !defined(LINE_ONLY)\\n if (hatch_pattern > 0 && fill_frac > 0.0) {\\n float hatch_frac = hatch_fraction(v_hatch_coords, hatch_pattern);\\n vec4 hatch_color = fractional_color(v_hatch_color, hatch_frac*fill_frac);\\n color = blend_colors(hatch_color, color);\\n }\\n#endif\\n\\n float line_frac = line_fraction(dist);\\n\\n#ifdef APPEND_DOT\\n line_frac = max(line_frac, dot_fraction(v_coords));\\n#endif\\n#ifdef APPEND_CROSS\\n line_frac = max(line_frac, line_fraction(one_cross(v_coords, line_cap, 0.5*v_size.x)));\\n#endif\\n#ifdef APPEND_CROSS_2\\n vec2 lengths = vec2(v_size.x/3.0, v_size.x/2.0);\\n line_frac = max(line_frac, line_fraction(one_cross_2(v_coords, line_cap, lengths)));\\n#endif\\n#ifdef APPEND_X\\n vec2 p = vec2((v_coords.x + v_coords.y)/SQRT2, (v_coords.x - v_coords.y)/SQRT2);\\n line_frac = max(line_frac, line_fraction(one_cross(p, line_cap, APPEND_X_LEN)));\\n#endif\\n#ifdef APPEND_Y\\n line_frac = max(line_frac, line_fraction(one_y(v_coords, line_cap, 0.5*v_size.x)));\\n#endif\\n\\n if (line_frac > 0.0) {\\n vec4 line_color = fractional_color(v_line_color, line_frac);\\n color = blend_colors(line_color, color);\\n }\\n\\n gl_FragColor = color;\\n}\\n\"},\n 419: function _(t,_,i,h,e){h();const s=t(420),a=t(421),r=t(422);class l extends s.BaseGLGlyph{constructor(t,_){super(t,_),this.glyph=_,this._antialias=1.5,this._show_all=!1}_draw_one_marker_type(t,_,i){const h={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[_.width,_.height],pixel_ratio:_.pixel_ratio,center:i._centers,width:i._widths,height:i._heights,angle:i._angles,size_hint:(0,r.marker_type_to_size_hint)(t),nmarkers:i.nvertices,antialias:this._antialias,linewidth:this._linewidths,line_color:this._line_rgba,fill_color:this._fill_rgba,line_cap:this._line_caps,line_join:this._line_joins,show:this._show};if(this._have_hatch){const _=Object.assign(Object.assign({},h),{hatch_pattern:this._hatch_patterns,hatch_scale:this._hatch_scales,hatch_weight:this._hatch_weights,hatch_color:this._hatch_rgba});this.regl_wrapper.marker_hatch(t)(_)}else this.regl_wrapper.marker_no_hatch(t)(h)}_set_visuals(){const t=this._get_visuals(),_=t.fill,i=t.line;if(null==this._linewidths&&(this._linewidths=new a.Float32Buffer(this.regl_wrapper),this._line_caps=new a.Uint8Buffer(this.regl_wrapper),this._line_joins=new a.Uint8Buffer(this.regl_wrapper),this._line_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper),this._fill_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._linewidths.set_from_prop(i.line_width),this._line_caps.set_from_line_cap(i.line_cap),this._line_joins.set_from_line_join(i.line_join),this._line_rgba.set_from_color(i.line_color,i.line_alpha),this._fill_rgba.set_from_color(_.fill_color,_.fill_alpha),this._have_hatch=t.hatch.doit,this._have_hatch){const _=t.hatch;null==this._hatch_patterns&&(this._hatch_patterns=new a.Uint8Buffer(this.regl_wrapper),this._hatch_scales=new a.Float32Buffer(this.regl_wrapper),this._hatch_weights=new a.Float32Buffer(this.regl_wrapper),this._hatch_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._hatch_patterns.set_from_hatch_pattern(_.hatch_pattern),this._hatch_scales.set_from_prop(_.hatch_scale),this._hatch_weights.set_from_prop(_.hatch_weight),this._hatch_rgba.set_from_color(_.hatch_color,_.hatch_alpha)}}}i.BaseMarkerGL=l,l.__name__=\"BaseMarkerGL\",l.missing_point=-1e4},\n 420: function _(e,t,s,i,h){i();class a{constructor(e,t){this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.regl_wrapper=e}set_data_changed(){const{data_size:e}=this.glyph;e!=this.nvertices&&(this.nvertices=e,this.size_changed=!0),this.data_changed=!0}set_visuals_changed(){this.visuals_changed=!0}render(e,t,s){if(0==t.length)return!0;const{width:i,height:h}=this.glyph.renderer.plot_view.canvas_view.webgl.canvas,a={pixel_ratio:this.glyph.renderer.plot_view.canvas_view.pixel_ratio,width:i,height:h};return this.draw(t,s,a),!0}}s.BaseGLGlyph=a,a.__name__=\"BaseGLGlyph\"},\n 421: function _(r,t,a,e,s){e();const i=r(422),_=r(22);class n{constructor(r){this.regl_wrapper=r,this.is_scalar=!0}get_sized_array(r){return null!=this.array&&this.array.length==r||(this.array=this.new_array(r)),this.array}is_normalized(){return!1}get length(){return null!=this.array?this.array.length:0}set_from_array(r){const t=r.length,a=this.get_sized_array(t);for(let e=0;e0}_set_data(){const s=this.glyph.sx.length,i=s-1;this._is_closed=s>2&&this.glyph.sx[0]==this.glyph.sx[s-1]&&this.glyph.sy[0]==this.glyph.sy[s-1]&&isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]),null==this._points&&(this._points=new o.Float32Buffer(this.regl_wrapper));const t=this._points.get_sized_array(2*(s+2));for(let i=1;is/255)),this._linewidth=s.line_width.value,this._linewidth<1&&(this._color[3]*=this._linewidth,this._linewidth=1),this._line_dash=(0,a.resolve_line_dash)(s.line_dash.value),this._is_dashed()&&([this._dash_tex_info,this._dash_tex,this._dash_scale]=this.regl_wrapper.get_dash(this._line_dash),this._dash_offset=s.line_dash_offset.value)}}t.LineGL=r,r.__name__=\"LineGL\"},\n 427: function _(s,t,i,e,r){e();const h=s(421),a=s(424);class n extends a.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,\"square\")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=new h.Float32Buffer(this.regl_wrapper),this._angles=new h.Float32Buffer(this.regl_wrapper),this._angles.set_from_scalar(0));const t=this._centers.get_sized_array(2*s),i=this._heights.get_sized_array(s),e=this._widths.get_sized_array(s);for(let r=0;r1||s.length<_){this._show_all=!1,n.fill(0),r=0;for(const e of s)1!=h&&i._marker_types.get(e)!=t||(n[e]=255,r++)}else this._show_all&&a==_||(this._show_all=!0,n.fill(255));this._show.update(),0!=r&&this._draw_one_marker_type(t,e,i)}}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;ethis.render()))}remove(){null!=this.icon_view&&this.icon_view.remove(),super.remove()}styles(){return[...super.styles(),d.default]}_render_button(...t){return(0,c.button)({type:\"button\",disabled:this.model.disabled,class:[h.btn,h[`btn_${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&&(\"\"!=this.model.label?(0,c.prepend)(this.button_el,this.icon_view.el,(0,c.nbsp)()):(0,c.prepend)(this.button_el,this.icon_view.el),this.icon_view.render()),this.group_el=(0,c.div)({class:h.btn_group},this.button_el),this.el.appendChild(this.group_el)}click(){}}n.AbstractButtonView=b,b.__name__=\"AbstractButtonView\";class p extends _.Control{constructor(t){super(t)}}n.AbstractButton=p,o=p,p.__name__=\"AbstractButton\",o.define((({String:t,Ref:e,Nullable:n})=>({label:[t,\"Button\"],icon:[n(e(a.AbstractIcon)),null],button_type:[r.ButtonType,\"default\"]})))},\n 442: function _(t,e,o,s,n){s();const i=t(512),l=t(43);class c extends i.WidgetView{connect_signals(){super.connect_signals();const t=this.model.properties;this.on_change(t.disabled,(()=>{for(const t of this.controls())(0,l.toggle_attribute)(t,\"disabled\",this.model.disabled)}))}}o.ControlView=c,c.__name__=\"ControlView\";class r extends i.Widget{constructor(t){super(t)}}o.Control=r,r.__name__=\"Control\"},\n 512: function _(i,e,t,n,o){var r;n();const s=i(312);class _ extends s.HTMLBoxView{get orientation(){return\"horizontal\"}get default_size(){return this.model.default_size}_width_policy(){return\"horizontal\"==this.orientation?super._width_policy():\"fixed\"}_height_policy(){return\"horizontal\"==this.orientation?\"fixed\":super._height_policy()}box_sizing(){const i=super.box_sizing();return\"horizontal\"==this.orientation?null==i.width&&(i.width=this.default_size):null==i.height&&(i.height=this.default_size),i}}t.WidgetView=_,_.__name__=\"WidgetView\";class h extends s.HTMLBox{constructor(i){super(i)}}t.Widget=h,r=h,h.__name__=\"Widget\",r.define((({Number:i})=>({default_size:[i,300]}))),r.override({margin:[5,5,5,5]})},\n 444: function _(c,t,s,n,e){n();const o=c(53),_=c(226);class a extends _.DOMView{}s.AbstractIconView=a,a.__name__=\"AbstractIconView\";class r extends o.Model{constructor(c){super(c)}}s.AbstractIcon=r,r.__name__=\"AbstractIcon\"},\n 445: function _(e,t,n,s,i){s();const h=e(1);var o;const _=e(446),u=e(43),r=e(10),c=(0,h.__importStar)(e(229)),a=c;class l extends _.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=(0,u.div)({class:[a.menu,a.below]}),this.menu.addEventListener(\"click\",(e=>this._menu_click(e))),this.menu.addEventListener(\"mouseover\",(e=>this._menu_hover(e))),this.el.appendChild(this.menu),(0,u.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()):this.model.restrict||super.change_input()}_update_completions(e){(0,u.empty)(this.menu);for(const t of e){const e=(0,u.div)(t);this.menu.appendChild(e)}e.length>0&&this.menu.children[0].classList.add(a.active)}_show_menu(){if(!this._open){this._open=!0,this._hover_index=0,this._last_value=this.model.value,(0,u.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,(0,u.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(a.active),this._hover_index=(0,r.clamp)(e,0,t-1),this.menu.children[this._hover_index].classList.add(a.active))}_keydown(e){}_keyup(e){switch(e.keyCode){case u.Keys.Enter:this.change_input();break;case u.Keys.Esc:this._hide_menu();break;case u.Keys.Up:this._bump_hover(this._hover_index-1);break;case u.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)s(n).startsWith(s(e))&&t.push(n);this._update_completions(t),0==t.length?this._hide_menu():this._show_menu()}}}}n.AutocompleteInputView=l,l.__name__=\"AutocompleteInputView\";class d extends _.TextInput{constructor(e){super(e)}}n.AutocompleteInput=d,o=d,d.__name__=\"AutocompleteInput\",o.prototype.default_view=l,o.define((({Boolean:e,Int:t,String:n,Array:s})=>({completions:[s(n),[]],min_characters:[t,2],case_sensitive:[e,!0],restrict:[e,!0]})))},\n 446: function _(t,e,n,p,_){p();const u=t(1);var i;const s=t(447),r=t(43),x=(0,u.__importStar)(t(449));class a extends s.TextLikeInputView{_render_input(){this.input_el=(0,r.input)({type:\"text\",class:x.input})}}n.TextInputView=a,a.__name__=\"TextInputView\";class c extends s.TextLikeInput{constructor(t){super(t)}}n.TextInput=c,i=c,c.__name__=\"TextInput\",i.prototype.default_view=a},\n 447: function _(e,t,n,i,l){var s;i();const h=e(448);class a extends h.InputWidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.name.change,(()=>{var e;return this.input_el.name=null!==(e=this.model.name)&&void 0!==e?e:\"\"})),this.connect(this.model.properties.value.change,(()=>this.input_el.value=this.model.value)),this.connect(this.model.properties.value_input.change,(()=>this.input_el.value=this.model.value_input)),this.connect(this.model.properties.disabled.change,(()=>this.input_el.disabled=this.model.disabled)),this.connect(this.model.properties.placeholder.change,(()=>this.input_el.placeholder=this.model.placeholder)),this.connect(this.model.properties.max_length.change,(()=>{const{max_length:e}=this.model;null!=e?this.input_el.maxLength=e:this.input_el.removeAttribute(\"maxLength\")}))}render(){var e;super.render(),this._render_input();const{input_el:t}=this;t.name=null!==(e=this.model.name)&&void 0!==e?e:\"\",t.value=this.model.value,t.disabled=this.model.disabled,t.placeholder=this.model.placeholder,null!=this.model.max_length&&(t.maxLength=this.model.max_length),t.addEventListener(\"change\",(()=>this.change_input())),t.addEventListener(\"input\",(()=>this.change_input_value())),this.group_el.appendChild(t)}change_input(){this.model.value=this.input_el.value,super.change_input()}change_input_value(){this.model.value_input=this.input_el.value,super.change_input()}}n.TextLikeInputView=a,a.__name__=\"TextLikeInputView\";class u extends h.InputWidget{constructor(e){super(e)}}n.TextLikeInput=u,s=u,u.__name__=\"TextLikeInput\",s.define((({Int:e,String:t,Nullable:n})=>({value:[t,\"\"],value_input:[t,\"\"],placeholder:[t,\"\"],max_length:[n(e),null]})))},\n 448: function _(e,t,n,s,l){s();const i=e(1);var o;const r=e(442),_=e(43),p=(0,i.__importStar)(e(449)),a=p;class c extends r.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(),p.default]}render(){super.render();const{title:e}=this.model;this.label_el=(0,_.label)({style:{display:0==e.length?\"none\":\"\"}},e),this.group_el=(0,_.div)({class:a.input_group},this.label_el),this.el.appendChild(this.group_el)}change_input(){}}n.InputWidgetView=c,c.__name__=\"InputWidgetView\";class d extends r.Control{constructor(e){super(e)}}n.InputWidget=d,o=d,d.__name__=\"InputWidget\",o.define((({String:e})=>({title:[e,\"\"]})))},\n 449: function _(o,p,t,n,i){n(),t.root=\"bk-root\",t.input=\"bk-input\",t.input_group=\"bk-input-group\",t.inline=\"bk-inline\",t.spin_wrapper=\"bk-spin-wrapper\",t.spin_btn=\"bk-spin-btn\",t.spin_btn_up=\"bk-spin-btn-up\",t.spin_btn_down=\"bk-spin-btn-down\",t.default='.bk-root .bk-input{display:inline-block;width:100%;flex-grow:1;min-height:31px;padding:0 12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;}.bk-root .bk-input:focus{border-color:#66afe9;outline:0;box-shadow:inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 8px rgba(102, 175, 233, 0.6);}.bk-root .bk-input::placeholder,.bk-root .bk-input:-ms-input-placeholder,.bk-root .bk-input::-moz-placeholder,.bk-root .bk-input::-webkit-input-placeholder{color:#999;opacity:1;}.bk-root .bk-input[disabled]{cursor:not-allowed;background-color:#eee;opacity:1;}.bk-root select:not([multiple]).bk-input,.bk-root select:not([size]).bk-input{height:auto;appearance:none;-webkit-appearance:none;background-image:url(\\'data:image/svg+xml;utf8,\\');background-position:right 0.5em center;background-size:8px 6px;background-repeat:no-repeat;}.bk-root select[multiple].bk-input,.bk-root select[size].bk-input,.bk-root textarea.bk-input{height:auto;}.bk-root .bk-input-group{width:100%;height:100%;display:inline-flex;flex-wrap:nowrap;align-items:start;flex-direction:column;white-space:nowrap;}.bk-root .bk-input-group.bk-inline{flex-direction:row;}.bk-root .bk-input-group.bk-inline > *:not(:first-child){margin-left:5px;}.bk-root .bk-input-group input[type=\"checkbox\"] + span,.bk-root .bk-input-group input[type=\"radio\"] + span{position:relative;top:-2px;margin-left:3px;}.bk-root .bk-input-group > .bk-spin-wrapper{display:inherit;width:inherit;height:inherit;position:relative;overflow:hidden;padding:0;vertical-align:middle;}.bk-root .bk-input-group > .bk-spin-wrapper input{padding-right:20px;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn{position:absolute;display:block;height:50%;min-height:0;min-width:0;width:30px;padding:0;margin:0;right:0;border:none;background:none;cursor:pointer;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn:before{content:\"\";display:inline-block;transform:translateY(-50%);border-left:5px solid transparent;border-right:5px solid transparent;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-up{top:0;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-up:before{border-bottom:5px solid black;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-up:disabled:before{border-bottom-color:grey;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-down{bottom:0;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-down:before{border-top:5px solid black;}.bk-root .bk-input-group > .bk-spin-wrapper > .bk-spin-btn.bk-spin-btn-down:disabled:before{border-top-color:grey;}'},\n 450: function _(t,e,n,o,c){var s;o();const u=t(441),r=t(251);class i extends u.AbstractButtonView{click(){this.model.trigger_event(new r.ButtonClick),super.click()}}n.ButtonView=i,i.__name__=\"ButtonView\";class _ extends u.AbstractButton{constructor(t){super(t)}}n.Button=_,s=_,_.__name__=\"Button\",s.prototype.default_view=i,s.override({label:\"Button\"})},\n 451: function _(t,e,o,c,a){c();const s=t(1);var n;const i=t(452),r=t(43),u=(0,s.__importStar)(t(318));class _ extends i.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)=>{(0,r.classes)(e).toggle(u.active,t.has(o))}))}}o.CheckboxButtonGroupView=_,_.__name__=\"CheckboxButtonGroupView\";class h extends i.ButtonGroup{constructor(t){super(t)}}o.CheckboxButtonGroup=h,n=h,h.__name__=\"CheckboxButtonGroup\",n.prototype.default_view=_,n.define((({Int:t,Array:e})=>({active:[e(t),[]]})))},\n 452: function _(t,e,n,s,i){s();const o=t(1);var r;const a=t(453),l=t(20),d=t(43),u=(0,o.__importStar)(t(318)),_=u;class c extends a.OrientedControlView{get default_size(){return\"horizontal\"==this.orientation?this.model.default_size:void 0}*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 n=(0,d.div)({class:[_.btn,_[`btn_${this.model.button_type}`]],disabled:this.model.disabled},t);return n.addEventListener(\"click\",(()=>this.change_active(e))),n})),this._update_active();const t=\"horizontal\"==this.model.orientation?_.horizontal:_.vertical,e=(0,d.div)({class:[_.btn_group,t]},this._buttons);this.el.appendChild(e)}}n.ButtonGroupView=c,c.__name__=\"ButtonGroupView\";class h extends a.OrientedControl{constructor(t){super(t)}}n.ButtonGroup=h,r=h,h.__name__=\"ButtonGroup\",r.define((({String:t,Array:e})=>({labels:[e(t),[]],button_type:[l.ButtonType,\"default\"]})))},\n 453: function _(n,t,e,o,r){var i;o();const a=n(442),l=n(20);class s extends a.ControlView{get orientation(){return this.model.orientation}}e.OrientedControlView=s,s.__name__=\"OrientedControlView\";class _ extends a.Control{constructor(n){super(n)}}e.OrientedControl=_,i=_,_.__name__=\"OrientedControl\",i.define((()=>({orientation:[l.Orientation,\"horizontal\"]})))},\n 454: function _(e,t,n,i,s){i();const o=e(1);var a;const c=e(455),l=e(43),d=e(9),p=(0,o.__importStar)(e(449));class r extends c.InputGroupView{render(){super.render();const e=(0,l.div)({class:[p.input_group,this.model.inline?p.inline:null]});this.el.appendChild(e);const{active:t,labels:n}=this.model;this._inputs=[];for(let i=0;ithis.change_active(i))),this._inputs.push(s),this.model.disabled&&(s.disabled=!0),(0,d.includes)(t,i)&&(s.checked=!0);const o=(0,l.label)(s,(0,l.span)(n[i]));e.appendChild(o)}}change_active(e){const t=new Set(this.model.active);t.has(e)?t.delete(e):t.add(e),this.model.active=[...t].sort()}}n.CheckboxGroupView=r,r.__name__=\"CheckboxGroupView\";class h extends c.InputGroup{constructor(e){super(e)}}n.CheckboxGroup=h,a=h,h.__name__=\"CheckboxGroup\",a.prototype.default_view=r,a.define((({Boolean:e,Int:t,String:n,Array:i})=>({active:[i(t),[]],labels:[i(n),[]],inline:[e,!1]})))},\n 455: function _(n,t,e,s,o){s();const r=n(1),u=n(442),c=(0,r.__importDefault)(n(449));class _ extends u.ControlView{*controls(){yield*this._inputs}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.render()))}styles(){return[...super.styles(),c.default]}}e.InputGroupView=_,_.__name__=\"InputGroupView\";class i extends u.Control{constructor(n){super(n)}}e.InputGroup=i,i.__name__=\"InputGroup\"},\n 456: function _(e,t,i,n,o){n();const s=e(1);var l;const r=e(448),c=e(43),a=e(22),d=(0,s.__importStar)(e(449));class h extends r.InputWidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.name.change,(()=>{var e;return this.input_el.name=null!==(e=this.model.name)&&void 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n=g(e),t=V(n),a=n===w.input||n===w.altInput||w.element.contains(n)||e.path&&e.path.indexOf&&(~e.path.indexOf(w.input)||~e.path.indexOf(w.altInput)),i=\"blur\"===e.type?a&&e.relatedTarget&&!V(e.relatedTarget):!a&&!t&&!V(e.relatedTarget),o=!w.config.ignoredFocusElements.some((function(e){return e.contains(n)}));i&&o&&(void 0!==w.timeContainer&&void 0!==w.minuteElement&&void 0!==w.hourElement&&\"\"!==w.input.value&&void 0!==w.input.value&&T(),w.close(),w.config&&\"range\"===w.config.mode&&1===w.selectedDates.length&&(w.clear(!1),w.redraw()))}}function Q(e){if(!(!e||w.config.minDate&&ew.config.maxDate.getFullYear())){var n=e,t=w.currentYear!==n;w.currentYear=n||w.currentYear,w.config.maxDate&&w.currentYear===w.config.maxDate.getFullYear()?w.currentMonth=Math.min(w.config.maxDate.getMonth(),w.currentMonth):w.config.minDate&&w.currentYear===w.config.minDate.getFullYear()&&(w.currentMonth=Math.max(w.config.minDate.getMonth(),w.currentMonth)),t&&(w.redraw(),pe(\"onYearChange\"),K())}}function X(e,n){void 0===n&&(n=!0);var t=w.parseDate(e,void 0,n);if(w.config.minDate&&t&&M(t,w.config.minDate,void 0!==n?n:!w.minDateHasTime)<0||w.config.maxDate&&t&&M(t,w.config.maxDate,void 0!==n?n:!w.maxDateHasTime)>0)return!1;if(0===w.config.enable.length&&0===w.config.disable.length)return!0;if(void 0===t)return!1;for(var a=w.config.enable.length>0,i=a?w.config.enable:w.config.disable,o=0,r=void 0;o=r.from.getTime()&&t.getTime()<=r.to.getTime())return a}return!a}function ee(e){return void 0!==w.daysContainer&&-1===e.className.indexOf(\"hidden\")&&-1===e.className.indexOf(\"flatpickr-disabled\")&&w.daysContainer.contains(e)}function ne(e){e.target!==w._input||e.relatedTarget&&V(e.relatedTarget)||w.setDate(w._input.value,!0,e.target===w.altInput?w.config.altFormat:w.config.dateFormat)}function te(e){var n=g(e),t=w.config.wrap?p.contains(n):n===w._input,a=w.config.allowInput,i=w.isOpen&&(!a||!t),o=w.config.inline&&t&&!a;if(13===e.keyCode&&t){if(a)return w.setDate(w._input.value,!0,n===w.altInput?w.config.altFormat:w.config.dateFormat),n.blur();w.open()}else if(V(n)||i||o){var r=!!w.timeContainer&&w.timeContainer.contains(n);switch(e.keyCode){case 13:r?(e.preventDefault(),T(),se()):ue(e);break;case 27:e.preventDefault(),se();break;case 8:case 46:t&&!w.config.allowInput&&(e.preventDefault(),w.clear());break;case 37:case 39:if(r||t)w.hourElement&&w.hourElement.focus();else if(e.preventDefault(),void 0!==w.daysContainer&&(!1===a||document.activeElement&&ee(document.activeElement))){var l=39===e.keyCode?1:-1;e.ctrlKey?(e.stopPropagation(),G(l),R(W(1),0)):R(void 0,l)}break;case 38:case 40:e.preventDefault();var c=40===e.keyCode?1:-1;w.daysContainer&&void 0!==n.$i||n===w.input||n===w.altInput?e.ctrlKey?(e.stopPropagation(),Q(w.currentYear-c),R(W(1),0)):r||R(void 0,7*c):n===w.currentYearElement?Q(w.currentYear-c):w.config.enableTime&&(!r&&w.hourElement&&w.hourElement.focus(),T(e),w._debouncedChange());break;case 9:if(r){var 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re(){return w.config.wrap?p.querySelector(\"[data-input]\"):p}function le(){\"object\"!=typeof w.config.locale&&void 0===k.l10ns[w.config.locale]&&w.config.errorHandler(new Error(\"flatpickr: invalid locale \"+w.config.locale)),w.l10n=e(e({},k.l10ns.default),\"object\"==typeof w.config.locale?w.config.locale:\"default\"!==w.config.locale?k.l10ns[w.config.locale]:void 0),D.K=\"(\"+w.l10n.amPM[0]+\"|\"+w.l10n.amPM[1]+\"|\"+w.l10n.amPM[0].toLowerCase()+\"|\"+w.l10n.amPM[1].toLowerCase()+\")\",void 0===e(e({},v),JSON.parse(JSON.stringify(p.dataset||{}))).time_24hr&&void 0===k.defaultConfig.time_24hr&&(w.config.time_24hr=w.l10n.time_24hr),w.formatDate=b(w),w.parseDate=C({config:w.config,l10n:w.l10n})}function ce(e){if(void 0!==w.calendarContainer){pe(\"onPreCalendarPosition\");var n=e||w._positionElement,t=Array.prototype.reduce.call(w.calendarContainer.children,(function(e,n){return e+n.offsetHeight}),0),a=w.calendarContainer.offsetWidth,i=w.config.position.split(\" 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o=ve(a);o?w.selectedDates.splice(parseInt(o),1):w.selectedDates.push(a)}else\"range\"===w.config.mode&&(2===w.selectedDates.length&&w.clear(!1,!1),w.latestSelectedDateObj=a,w.selectedDates.push(a),0!==M(a,w.selectedDates[0],!0)&&w.selectedDates.sort((function(e,n){return e.getTime()-n.getTime()})));if(I(),i){var r=w.currentYear!==a.getFullYear();w.currentYear=a.getFullYear(),w.currentMonth=a.getMonth(),r&&(pe(\"onYearChange\"),K()),pe(\"onMonthChange\")}if(De(),J(),be(),i||\"range\"===w.config.mode||1!==w.config.showMonths?void 0!==w.selectedDateElem&&void 0===w.hourElement&&w.selectedDateElem&&w.selectedDateElem.focus():L(t),void 0!==w.hourElement&&void 0!==w.hourElement&&w.hourElement.focus(),w.config.closeOnSelect){var l=\"single\"===w.config.mode&&!w.config.enableTime,c=\"range\"===w.config.mode&&2===w.selectedDates.length&&!w.config.enableTime;(l||c)&&se()}A()}}w.parseDate=C({config:w.config,l10n:w.l10n}),w._handlers=[],w.pluginElements=[],w.loadedPlugins=[],w._bind=N,w._setHoursFromDate=S,w._positionCalendar=ce,w.changeMonth=G,w.changeYear=Q,w.clear=function(e,n){if(void 0===e&&(e=!0),void 0===n&&(n=!0),w.input.value=\"\",void 0!==w.altInput&&(w.altInput.value=\"\"),void 0!==w.mobileInput&&(w.mobileInput.value=\"\"),w.selectedDates=[],w.latestSelectedDateObj=void 0,!0===n&&(w.currentYear=w._initialDate.getFullYear(),w.currentMonth=w._initialDate.getMonth()),!0===w.config.enableTime){var t=_(),a=t.hours,i=t.minutes,o=t.seconds;O(a,i,o)}w.redraw(),e&&pe(\"onChange\")},w.close=function(){w.isOpen=!1,w.isMobile||(void 0!==w.calendarContainer&&w.calendarContainer.classList.remove(\"open\"),void 0!==w._input&&w._input.classList.remove(\"active\")),pe(\"onClose\")},w._createElement=s,w.destroy=function(){void 0!==w.config&&pe(\"onDestroy\");for(var e=w._handlers.length;e--;){var n=w._handlers[e];n.element.removeEventListener(n.event,n.handler,n.options)}if(w._handlers=[],w.mobileInput)w.mobileInput.parentNode&&w.mobileInput.parentNode.removeChild(w.mobileInput),w.mobileInput=void 0;else if(w.calendarContainer&&w.calendarContainer.parentNode)if(w.config.static&&w.calendarContainer.parentNode){var t=w.calendarContainer.parentNode;if(t.lastChild&&t.removeChild(t.lastChild),t.parentNode){for(;t.firstChild;)t.parentNode.insertBefore(t.firstChild,t);t.parentNode.removeChild(t)}}else w.calendarContainer.parentNode.removeChild(w.calendarContainer);w.altInput&&(w.input.type=\"text\",w.altInput.parentNode&&w.altInput.parentNode.removeChild(w.altInput),delete 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0,n),S(),0===w.selectedDates.length&&w.clear(!1),be(n),n&&pe(\"onChange\")},w.toggle=function(e){if(!0===w.isOpen)return w.close();w.open(e)};var fe={locale:[le,z],showMonths:[q,E,$],minDate:[P],maxDate:[P]};function me(e,n){var t=[];if(e instanceof Array)t=e.map((function(e){return w.parseDate(e,n)}));else if(e instanceof Date||\"number\"==typeof e)t=[w.parseDate(e,n)];else if(\"string\"==typeof e)switch(w.config.mode){case\"single\":case\"time\":t=[w.parseDate(e,n)];break;case\"multiple\":t=e.split(w.config.conjunction).map((function(e){return w.parseDate(e,n)}));break;case\"range\":t=e.split(w.l10n.rangeSeparator).map((function(e){return w.parseDate(e,n)}))}else w.config.errorHandler(new Error(\"Invalid date supplied: \"+JSON.stringify(e)));w.selectedDates=w.config.allowInvalidPreload?t:t.filter((function(e){return e instanceof Date&&X(e,!1)})),\"range\"===w.config.mode&&w.selectedDates.sort((function(e,n){return e.getTime()-n.getTime()}))}function ge(e){return e.slice().map((function(e){return\"string\"==typeof e||\"number\"==typeof e||e instanceof Date?w.parseDate(e,void 0,!0):e&&\"object\"==typeof e&&e.from&&e.to?{from:w.parseDate(e.from,void 0),to:w.parseDate(e.to,void 0)}:e})).filter((function(e){return e}))}function pe(e,n){if(void 0!==w.config){var t=w.config[e];if(void 0!==t&&t.length>0)for(var a=0;t[a]&&a1||\"static\"===w.config.monthSelectorType?w.monthElements[n].textContent=h(t.getMonth(),w.config.shorthandCurrentMonth,w.l10n)+\" \":w.monthsDropdownContainer.value=t.getMonth().toString(),e.value=t.getFullYear().toString()})),w._hidePrevMonthArrow=void 0!==w.config.minDate&&(w.currentYear===w.config.minDate.getFullYear()?w.currentMonth<=w.config.minDate.getMonth():w.currentYearw.config.maxDate.getMonth():w.currentYear>w.config.maxDate.getFullYear()))}function we(e){return w.selectedDates.map((function(n){return w.formatDate(n,e)})).filter((function(e,n,t){return\"range\"!==w.config.mode||w.config.enableTime||t.indexOf(e)===n})).join(\"range\"!==w.config.mode?w.config.conjunction:w.l10n.rangeSeparator)}function be(e){void 0===e&&(e=!0),void 0!==w.mobileInput&&w.mobileFormatStr&&(w.mobileInput.value=void 0!==w.latestSelectedDateObj?w.formatDate(w.latestSelectedDateObj,w.mobileFormatStr):\"\"),w.input.value=we(w.config.dateFormat),void 0!==w.altInput&&(w.altInput.value=we(w.config.altFormat)),!1!==e&&pe(\"onValueUpdate\")}function Ce(e){var n=g(e),t=w.prevMonthNav.contains(n),a=w.nextMonthNav.contains(n);t||a?G(t?-1:1):w.yearElements.indexOf(n)>=0?n.select():n.classList.contains(\"arrowUp\")?w.changeYear(w.currentYear+1):n.classList.contains(\"arrowDown\")&&w.changeYear(w.currentYear-1)}return function(){w.element=w.input=p,w.isOpen=!1,function(){var n=[\"wrap\",\"weekNumbers\",\"allowInput\",\"allowInvalidPreload\",\"clickOpens\",\"time_24hr\",\"enableTime\",\"noCalendar\",\"altInput\",\"shorthandCurrentMonth\",\"inline\",\"static\",\"enableSeconds\",\"disableMobile\"],i=e(e({},JSON.parse(JSON.stringify(p.dataset||{}))),v),o={};w.config.parseDate=i.parseDate,w.config.formatDate=i.formatDate,Object.defineProperty(w.config,\"enable\",{get:function(){return w.config._enable},set:function(e){w.config._enable=ge(e)}}),Object.defineProperty(w.config,\"disable\",{get:function(){return w.config._disable},set:function(e){w.config._disable=ge(e)}});var r=\"time\"===i.mode;if(!i.dateFormat&&(i.enableTime||r)){var l=k.defaultConfig.dateFormat||a.dateFormat;o.dateFormat=i.noCalendar||r?\"H:i\"+(i.enableSeconds?\":S\":\"\"):l+\" H:i\"+(i.enableSeconds?\":S\":\"\")}if(i.altInput&&(i.enableTime||r)&&!i.altFormat){var d=k.defaultConfig.altFormat||a.altFormat;o.altFormat=i.noCalendar||r?\"h:i\"+(i.enableSeconds?\":S K\":\" K\"):d+\" h:i\"+(i.enableSeconds?\":S\":\"\")+\" K\"}Object.defineProperty(w.config,\"minDate\",{get:function(){return w.config._minDate},set:oe(\"min\")}),Object.defineProperty(w.config,\"maxDate\",{get:function(){return w.config._maxDate},set:oe(\"max\")});var s=function(e){return function(n){w.config[\"min\"===e?\"_minTime\":\"_maxTime\"]=w.parseDate(n,\"H:i:S\")}};Object.defineProperty(w.config,\"minTime\",{get:function(){return w.config._minTime},set:s(\"min\")}),Object.defineProperty(w.config,\"maxTime\",{get:function(){return w.config._maxTime},set:s(\"max\")}),\"time\"===i.mode&&(w.config.noCalendar=!0,w.config.enableTime=!0),Object.assign(w.config,o,i);for(var u=0;u-1?w.config[m]=c(f[m]).map(x).concat(w.config[m]):void 0===i[m]&&(w.config[m]=f[m])}i.altInputClass||(w.config.altInputClass=re().className+\" \"+w.config.altInputClass),pe(\"onParseConfig\")}(),le(),w.input=re(),w.input?(w.input._type=w.input.type,w.input.type=\"text\",w.input.classList.add(\"flatpickr-input\"),w._input=w.input,w.config.altInput&&(w.altInput=s(w.input.nodeName,w.config.altInputClass),w._input=w.altInput,w.altInput.placeholder=w.input.placeholder,w.altInput.disabled=w.input.disabled,w.altInput.required=w.input.required,w.altInput.tabIndex=w.input.tabIndex,w.altInput.type=\"text\",w.input.setAttribute(\"type\",\"hidden\"),!w.config.static&&w.input.parentNode&&w.input.parentNode.insertBefore(w.altInput,w.input.nextSibling)),w.config.allowInput||w._input.setAttribute(\"readonly\",\"readonly\"),w._positionElement=w.config.positionElement||w._input):w.config.errorHandler(new Error(\"Invalid input element specified\")),function(){w.selectedDates=[],w.now=w.parseDate(w.config.now)||new Date;var e=w.config.defaultDate||(\"INPUT\"!==w.input.nodeName&&\"TEXTAREA\"!==w.input.nodeName||!w.input.placeholder||w.input.value!==w.input.placeholder?w.input.value:null);e&&me(e,w.config.dateFormat),w._initialDate=w.selectedDates.length>0?w.selectedDates[0]:w.config.minDate&&w.config.minDate.getTime()>w.now.getTime()?w.config.minDate:w.config.maxDate&&w.config.maxDate.getTime()0&&(w.latestSelectedDateObj=w.selectedDates[0]),void 0!==w.config.minTime&&(w.config.minTime=w.parseDate(w.config.minTime,\"H:i\")),void 0!==w.config.maxTime&&(w.config.maxTime=w.parseDate(w.config.maxTime,\"H:i\")),w.minDateHasTime=!!w.config.minDate&&(w.config.minDate.getHours()>0||w.config.minDate.getMinutes()>0||w.config.minDate.getSeconds()>0),w.maxDateHasTime=!!w.config.maxDate&&(w.config.maxDate.getHours()>0||w.config.maxDate.getMinutes()>0||w.config.maxDate.getSeconds()>0)}(),w.utils={getDaysInMonth:function(e,n){return void 0===e&&(e=w.currentMonth),void 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n=0===t.type.indexOf(\"touch\"),i=0===t.type.indexOf(\"mouse\"),o=0===t.type.indexOf(\"pointer\"),s=0,a=0;if(0===t.type.indexOf(\"MSPointer\")&&(o=!0),\"mousedown\"===t.type&&!t.buttons&&!t.touches)return!1;if(n){var l=function(e){var n=e.target;return n===r||r.contains(n)||t.composed&&t.composedPath().shift()===r};if(\"touchstart\"===t.type){var u=Array.prototype.filter.call(t.touches,l);if(u.length>1)return!1;s=u[0].pageX,a=u[0].pageY}else{var c=Array.prototype.find.call(t.changedTouches,l);if(!c)return!1;s=c.pageX,a=c.pageY}}return e=e||h(U),(i||o)&&(s=t.clientX+e.x,a=t.clientY+e.y),t.pageOffset=e,t.points=[s,a],t.cursor=i||o,t}(o,i.pageOffset,i.target||e);return!!l&&!(F()&&!i.doNotReject)&&(s=w,a=r.cssClasses.tap,!((s.classList?s.classList.contains(a):new RegExp(\"\\\\b\"+a+\"\\\\b\").test(s.className))&&!i.doNotReject)&&!(t===x.start&&void 0!==l.buttons&&l.buttons>1)&&(!i.hover||!l.buttons)&&(y||l.preventDefault(),l.calcPoint=l.points[r.ort],void n(l,i)))},s=[];return t.split(\" 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tt(t,e){e.handle&&(d(e.handle,r.cssClasses.active),M-=1),e.listeners.forEach((function(t){D.removeEventListener(t[0],t[1])})),0===M&&(d(w,r.cssClasses.drag),pt(),t.cursor&&(O.style.cursor=\"\",O.removeEventListener(\"selectstart\",s))),e.handleNumbers.forEach((function(t){st(\"change\",t),st(\"set\",t),st(\"end\",t)}))}function et(t,e){if(!e.handleNumbers.some(R)){var n;1===e.handleNumbers.length&&(n=p[e.handleNumbers[0]].children[0],M+=1,f(n,r.cssClasses.active)),t.stopPropagation();var i=[],o=J(x.move,D,Z,{target:t.target,handle:n,connect:e.connect,listeners:i,startCalcPoint:t.calcPoint,baseSize:$(),pageOffset:t.pageOffset,handleNumbers:e.handleNumbers,buttonsProperty:t.buttons,locations:V.slice()}),a=J(x.end,D,tt,{target:t.target,handle:n,listeners:i,doNotReject:!0,handleNumbers:e.handleNumbers}),l=J(\"mouseout\",D,Q,{target:t.target,handle:n,listeners:i,doNotReject:!0,handleNumbers:e.handleNumbers});i.push.apply(i,o.concat(a,l)),t.cursor&&(O.style.cursor=getComputedStyle(t.target).cursor,p.length>1&&f(w,r.cssClasses.drag),O.addEventListener(\"selectstart\",s,!1)),e.handleNumbers.forEach((function(t){st(\"start\",t)}))}}function rt(t){t.stopPropagation();var e=K(t.calcPoint),n=function(t){var e=100,r=!1;return p.forEach((function(n,i){if(!R(i)){var o=V[i],s=Math.abs(o-t);(so||100===s&&100===e)&&(r=i,e=s)}})),r}(e);!1!==n&&(r.events.snap||l(w,r.cssClasses.tap,r.animationDuration),ft(n,e,!0,!0),pt(),st(\"slide\",n,!0),st(\"update\",n,!0),r.events.snap?et(t,{handleNumbers:[n]}):(st(\"change\",n,!0),st(\"set\",n,!0)))}function nt(t){var e=K(t.calcPoint),r=C.getStep(e),n=C.fromStepping(r);Object.keys(A).forEach((function(t){\"hover\"===t.split(\".\")[0]&&A[t].forEach((function(t){t.call(bt,n)}))}))}function it(t,e){A[t]=A[t]||[],A[t].push(e),\"update\"===t.split(\".\")[0]&&p.forEach((function(t,e){st(\"update\",e)}))}function ot(t){var e=t&&t.split(\".\")[0],r=e?t.substring(e.length):t;Object.keys(A).forEach((function(t){var n=t.split(\".\")[0],i=t.substring(n.length);e&&e!==n||r&&r!==i||function(t){return t===P||t===E}(i)&&r!==i||delete A[t]}))}function st(t,e,n){Object.keys(A).forEach((function(i){var o=i.split(\".\")[0];t===o&&A[i].forEach((function(t){t.call(bt,N.map(r.format.to),e,N.slice(),n||!1,V.slice(),bt)}))}))}function at(t,e,n,i,o,s){var a;return p.length>1&&!r.events.unconstrained&&(i&&e>0&&(a=C.getAbsoluteDistance(t[e-1],r.margin,!1),n=Math.max(n,a)),o&&e1&&r.limit&&(i&&e>0&&(a=C.getAbsoluteDistance(t[e-1],r.limit,!1),n=Math.min(n,a)),o&&e1?n.forEach((function(t,r){var n=at(o,t,o[t]+e,a[r],l[r],!1);!1===n?e=0:(e=n-o[t],o[t]=n)})):a=l=[!0];var u=!1;n.forEach((function(t,n){u=ft(t,r[t]+e,a[n],l[n])||u})),u&&(n.forEach((function(t){st(\"update\",t),st(\"slide\",t)})),null!=i&&st(\"drag\",s))}function ct(t,e){return r.dir?100-t-e:t}function pt(){k.forEach((function(t){var e=V[t]>50?-1:1,r=3+(p.length+e*t);p[t].style.zIndex=String(r)}))}function ft(t,e,n,i,o){return o||(e=at(V,t,e,n,i,!1)),!1!==e&&(function(t,e){V[t]=e,N[t]=C.fromStepping(e);var n=\"translate(\"+lt(10*(ct(e,0)-L)+\"%\",\"0\")+\")\";p[t].style[r.transformRule]=n,dt(t),dt(t+1)}(t,e),!0)}function dt(t){if(m[t]){var e=0,n=100;0!==t&&(e=V[t-1]),t!==m.length-1&&(n=V[t]);var 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null!==o&&!1!==o&&(o=Number(o.toFixed(a))),null!==s&&!1!==s&&(s=Number(s.toFixed(a))),[s,o]}f(b=w,r.cssClasses.target),0===r.dir?f(b,r.cssClasses.ltr):f(b,r.cssClasses.rtl),0===r.ort?f(b,r.cssClasses.horizontal):f(b,r.cssClasses.vertical),f(b,\"rtl\"===getComputedStyle(b).direction?r.cssClasses.textDirectionRtl:r.cssClasses.textDirectionLtr),a=T(b,r.cssClasses.base),function(t,e){var n=T(e,r.cssClasses.connects);p=[],(m=[]).push(z(n,t[0]));for(var i=0;i=0&&t .noUi-tooltip{-webkit-transform:translate(50%, 0);transform:translate(50%, 0);left:auto;bottom:10px;}.bk-root .noUi-vertical .noUi-origin > .noUi-tooltip{-webkit-transform:translate(0, -18px);transform:translate(0, -18px);top:auto;right:28px;}.bk-root .noUi-handle{cursor:grab;cursor:-webkit-grab;}.bk-root .noUi-handle.noUi-active{cursor:grabbing;cursor:-webkit-grabbing;}.bk-root .noUi-handle:after,.bk-root .noUi-handle:before{display:none;}.bk-root .noUi-tooltip{display:none;white-space:nowrap;}.bk-root .noUi-handle:hover 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d.AbstractRangeSliderView{}r.DatetimeRangeSliderView=_,_.__name__=\"DatetimeRangeSliderView\";class c extends d.AbstractSlider{constructor(e){super(e),this.behaviour=\"drag\",this.connected=[!1,!0,!1]}_formatter(e,t){return(0,o.isString)(t)?(0,s.default)(e,t):t.compute(e)}}r.DatetimeRangeSlider=c,n=c,c.__name__=\"DatetimeRangeSlider\",n.prototype.default_view=_,n.override({format:\"%d %b %Y %H:%M:%S\",step:36e5})},\n 467: function _(e,t,s,r,i){var _;r();const n=e(468);class a extends n.MarkupView{render(){super.render(),this.model.render_as_text?this.markup_el.textContent=this.model.text:this.markup_el.innerHTML=this.has_math_disabled()?this.model.text:this.process_tex()}}s.DivView=a,a.__name__=\"DivView\";class d extends n.Markup{constructor(e){super(e)}}s.Div=d,_=d,d.__name__=\"Div\",_.prototype.default_view=a,_.define((({Boolean:e})=>({render_as_text:[e,!1]})))},\n 468: function _(t,e,s,i,r){i();const a=t(1);var n;const o=t(210),d=t(43),h=t(137),l=t(512),_=(0,a.__importStar)(t(469));class u extends l.WidgetView{get provider(){return h.default_provider}async lazy_initialize(){await super.lazy_initialize(),\"not_started\"==this.provider.status&&await this.provider.fetch(),\"not_started\"!=this.provider.status&&\"loading\"!=this.provider.status||this.provider.ready.connect((()=>{this.contains_tex_string()&&this.rerender()}))}after_layout(){super.after_layout(),\"loading\"===this.provider.status&&(this._has_finished=!1)}rerender(){this.layout.invalidate_cache(),this.render(),this.root.compute_layout()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>{this.rerender()}))}styles(){return[...super.styles(),_.default]}_update_layout(){this.layout=new o.CachedVariadicBox(this.el),this.layout.set_sizing(this.box_sizing())}render(){super.render();const t=Object.assign(Object.assign({},this.model.style),{display:\"inline-block\"});this.markup_el=(0,d.div)({class:_.clearfix,style:t}),this.el.appendChild(this.markup_el),\"failed\"!=this.provider.status&&\"loaded\"!=this.provider.status||(this._has_finished=!0)}has_math_disabled(){return this.model.disable_math||!this.contains_tex_string()}process_tex(){if(!this.provider.MathJax)return this.model.text;const{text:t}=this.model,e=this.provider.MathJax.find_tex(t),s=[];let i=0;for(const r of e)s.push(t.slice(i,r.start.n)),s.push(this.provider.MathJax.tex2svg(r.math,{display:r.display}).outerHTML),i=r.end.n;return i0}}s.MarkupView=u,u.__name__=\"MarkupView\";class p extends l.Widget{constructor(t){super(t)}}s.Markup=p,n=p,p.__name__=\"Markup\",n.define((({Boolean:t,String:e,Dict:s})=>({text:[e,\"\"],style:[s(e),{}],disable_math:[t,!1]})))},\n 469: function _(o,r,e,t,a){t(),e.root=\"bk-root\",e.clearfix=\"bk-clearfix\",e.default='.bk-root .bk-clearfix:before,.bk-root 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n.addEventListener(\"click\",(()=>this._item_click(t))),n}}));this.menu=(0,_.div)({class:[m.menu,m.below]},t),this.el.appendChild(this.menu),(0,_.undisplay)(this.menu)}_show_menu(){if(!this._open){this._open=!0,(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,(0,_.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 d.ButtonClick),super.click()):this._toggle_menu()}_item_click(e){this._hide_menu();const t=this.model.menu[e];if(null!=t){const i=(0,u.isString)(t)?t:t[1];(0,u.isString)(i)?this.model.trigger_event(new d.MenuItemClick(i)):i.execute(this.model,{index:e})}}}i.DropdownView=p,p.__name__=\"DropdownView\";class a extends r.AbstractButton{constructor(e){super(e)}get is_split(){return this.split}}i.Dropdown=a,l=a,a.__name__=\"Dropdown\",l.prototype.default_view=p,l.define((({Null:e,Boolean:t,String:i,Array:n,Tuple:s,Or:o})=>({split:[t,!1],menu:[n(o(i,s(i,o(i)),e)),[]]}))),l.override({label:\"Dropdown\"})},\n 471: function _(e,l,i,t,s){var n;t();const a=e(43),o=e(512);class d extends o.WidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.render()))}render(){const{multiple:e,accept:l,disabled:i,width:t}=this.model;null==this.dialog_el&&(this.dialog_el=(0,a.input)({type:\"file\",multiple:e}),this.dialog_el.onchange=()=>{const{files:e}=this.dialog_el;null!=e&&this.load_files(e)},this.el.appendChild(this.dialog_el)),null!=l&&\"\"!=l&&(this.dialog_el.accept=l),this.dialog_el.style.width=`${t}px`,this.dialog_el.disabled=i}async load_files(e){const l=[],i=[],t=[];for(const s of e){const e=await this._read_file(s),[,n=\"\",,a=\"\"]=e.split(/[:;,]/,4);l.push(a),i.push(s.name),t.push(n)}this.model.multiple?this.model.setv({value:l,filename:i,mime_type:t}):this.model.setv({value:l[0],filename:i[0],mime_type:t[0]})}_read_file(e){return new Promise(((l,i)=>{const t=new FileReader;t.onload=()=>{var s;const{result:n}=t;null!=n?l(n):i(null!==(s=t.error)&&void 0!==s?s:new Error(`unable to read '${e.name}'`))},t.readAsDataURL(e)}))}}i.FileInputView=d,d.__name__=\"FileInputView\";class r extends o.Widget{constructor(e){super(e)}}i.FileInput=r,n=r,r.__name__=\"FileInput\",n.prototype.default_view=d,n.define((({Boolean:e,String:l,Array:i,Or:t})=>({value:[t(l,i(l)),\"\"],mime_type:[t(l,i(l)),\"\"],filename:[t(l,i(l)),\"\"],accept:[l,\"\"],multiple:[e,!1]})))},\n 472: function _(e,t,i,s,n){s();const l=e(1);var o;const r=e(43),c=e(8),h=e(448),p=(0,l.__importStar)(e(449));class d extends h.InputWidgetView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.value.change,(()=>this.render_selection())),this.connect(this.model.properties.options.change,(()=>this.render())),this.connect(this.model.properties.name.change,(()=>this.render())),this.connect(this.model.properties.title.change,(()=>this.render())),this.connect(this.model.properties.size.change,(()=>this.render())),this.connect(this.model.properties.disabled.change,(()=>this.render()))}render(){super.render();const e=this.model.options.map((e=>{let t,i;return(0,c.isString)(e)?t=i=e:[t,i]=e,(0,r.option)({value:t},i)}));this.input_el=(0,r.select)({multiple:!0,class:p.input,name:this.model.name,disabled:this.model.disabled},e),this.input_el.addEventListener(\"change\",(()=>this.change_input())),this.group_el.appendChild(this.input_el),this.render_selection()}render_selection(){const e=new Set(this.model.value);for(const t of this.el.querySelectorAll(\"option\"))t.selected=e.has(t.value);this.input_el.size=this.model.size}change_input(){const e=null!=this.el.querySelector(\"select:focus\"),t=[];for(const e of this.el.querySelectorAll(\"option\"))e.selected&&t.push(e.value);this.model.value=t,super.change_input(),e&&this.input_el.focus()}}i.MultiSelectView=d,d.__name__=\"MultiSelectView\";class u extends h.InputWidget{constructor(e){super(e)}}i.MultiSelect=u,o=u,u.__name__=\"MultiSelect\",o.prototype.default_view=d,o.define((({Int:e,String:t,Array:i,Tuple:s,Or:n})=>({value:[i(t),[]],options:[i(n(t,s(t,t))),[]],size:[e,4]})))},\n 473: function _(e,a,r,t,s){var n;t();const p=e(468),_=e(43);class i extends p.MarkupView{render(){super.render();const e=(0,_.p)({style:{margin:0}});this.has_math_disabled()?e.textContent=this.model.text:e.innerHTML=this.process_tex(),this.markup_el.appendChild(e)}}r.ParagraphView=i,i.__name__=\"ParagraphView\";class h extends p.Markup{constructor(e){super(e)}}r.Paragraph=h,n=h,h.__name__=\"Paragraph\",n.prototype.default_view=i},\n 474: function _(e,s,t,n,r){var p;n();const u=e(446);class a extends u.TextInputView{render(){super.render(),this.input_el.type=\"password\"}}t.PasswordInputView=a,a.__name__=\"PasswordInputView\";class o extends u.TextInput{constructor(e){super(e)}}t.PasswordInput=o,p=o,o.__name__=\"PasswordInput\",p.prototype.default_view=a},\n 475: function _(e,t,i,l,s){l();const o=e(1);var n;const h=(0,o.__importDefault)(e(476)),a=e(43),u=e(8),c=e(210),_=(0,o.__importStar)(e(449)),d=(0,o.__importDefault)(e(477)),r=e(448);class m extends r.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,search_option_limit:l,delete_button:s,placeholder:o,options:n,name:h,title:a}=this.model.properties;this.on_change([e,t,i,l,s,o,n,h,a],(()=>this.render()))}styles(){return[...super.styles(),d.default]}_update_layout(){this.layout=new c.CachedVariadicBox(this.el),this.layout.set_sizing(this.box_sizing())}render(){super.render(),this.input_el=(0,a.select)({multiple:!0,class:_.input,name:this.model.name,disabled:this.model.disabled}),this.group_el.appendChild(this.input_el);const e=new Set(this.model.value),t=this.model.options.map((t=>{let i,l;return(0,u.isString)(t)?i=l=t:[i,l]=t,{value:i,label:l,selected:e.has(i)}})),i=this.model.solid?\"solid\":\"light\",l=`choices__item ${i}`,s=`choices__button 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this.el.querySelectorAll(\"option\"))e.selected&&t.push(e.value);this.model.value=t,super.change_input(),e&&this.input_el.focus()}}i.MultiChoiceView=m,m.__name__=\"MultiChoiceView\";class p extends r.InputWidget{constructor(e){super(e)}}i.MultiChoice=p,n=p,p.__name__=\"MultiChoice\",n.prototype.default_view=m,n.define((({Boolean:e,Int:t,String:i,Array:l,Tuple:s,Or:o,Nullable:n})=>({value:[l(i),[]],options:[l(o(i,s(i,i))),[]],max_items:[n(t),null],delete_button:[e,!0],placeholder:[n(i),null],option_limit:[n(t),null],search_option_limit:[n(t),null],solid:[e,!0]})))},\n 476: function _(e,t,i,n,s){\n /*! choices.js v9.0.1 | © 2019 Josh Johnson | https://github.com/jshjohnson/Choices#readme */\n var r,o;r=window,o=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 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 Object.prototype.hasOwnProperty.call(e,t)},i.p=\"/public/assets/scripts/\",i(i.s=4)}([function(e,t,i){\"use strict\";var n=function(e){return function(e){return!!e&&\"object\"==typeof e}(e)&&!function(e){var t=Object.prototype.toString.call(e);return\"[object RegExp]\"===t||\"[object 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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 Object.prototype.hasOwnProperty.call(e,t)},i.p=\"\",i(i.s=1)}([function(e,t){e.exports=function(e){return Array.isArray?Array.isArray(e):\"[object Array]\"===Object.prototype.toString.call(e)}},function(e,t,i){function n(e){return(n=\"function\"==typeof Symbol&&\"symbol\"==typeof Symbol.iterator?function(e){return typeof e}:function(e){return e&&\"function\"==typeof Symbol&&e.constructor===Symbol&&e!==Symbol.prototype?\"symbol\":typeof e})(e)}function s(e,t){for(var i=0;i1&&void 0!==arguments[1]?arguments[1]:{limit:!1};this._log('---------\\nSearch pattern: \"'.concat(e,'\"'));var i=this._prepareSearchers(e),n=i.tokenSearchers,s=i.fullSearcher,r=this._search(n,s),o=r.weights,a=r.results;return this._computeScore(o,a),this.options.shouldSort&&this._sort(a),t.limit&&\"number\"==typeof t.limit&&(a=a.slice(0,t.limit)),this._format(a)}},{key:\"_prepareSearchers\",value:function(){var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:\"\",t=[];if(this.options.tokenize)for(var i=e.split(this.options.tokenSeparator),n=0,s=i.length;n0&&void 0!==arguments[0]?arguments[0]:[],t=arguments.length>1?arguments[1]:void 0,i=this.list,n={},s=[];if(\"string\"==typeof i[0]){for(var r=0,o=i.length;r1)throw new Error(\"Key weight has to be > 0 and <= 1\");p=p.name}else a[p]={weight:1};this._analyze({key:p,value:this.options.getFn(h,p),record:h,index:c},{resultMap:n,results:s,tokenSearchers:e,fullSearcher:t})}return{weights:a,results:s}}},{key:\"_analyze\",value:function(e,t){var i=e.key,n=e.arrayIndex,s=void 0===n?-1:n,r=e.value,o=e.record,c=e.index,l=t.tokenSearchers,h=void 0===l?[]:l,u=t.fullSearcher,d=void 0===u?[]:u,p=t.resultMap,m=void 0===p?{}:p,f=t.results,v=void 0===f?[]:f;if(null!=r){var g=!1,_=-1,b=0;if(\"string\"==typeof r){this._log(\"\\nKey: \".concat(\"\"===i?\"-\":i));var y=d.search(r);if(this._log('Full text: \"'.concat(r,'\", score: ').concat(y.score)),this.options.tokenize){for(var E=r.split(this.options.tokenSeparator),I=[],S=0;S-1&&(P=(P+_)/2),this._log(\"Score average:\",P);var D=!this.options.tokenize||!this.options.matchAllTokens||b>=h.length;if(this._log(\"\\nCheck Matches: \".concat(D)),(g||y.isMatch)&&D){var M=m[c];M?M.output.push({key:i,arrayIndex:s,value:r,score:P,matchedIndices:y.matchedIndices}):(m[c]={item:o,output:[{key:i,arrayIndex:s,value:r,score:P,matchedIndices:y.matchedIndices}]},v.push(m[c]))}}else if(a(r))for(var N=0,F=r.length;N-1&&(o.arrayIndex=r.arrayIndex),t.matches.push(o)}}})),this.options.includeScore&&s.push((function(e,t){t.score=e.score}));for(var r=0,o=e.length;ri)return s(e,this.pattern,n);var o=this.options,a=o.location,c=o.distance,l=o.threshold,h=o.findAllMatches,u=o.minMatchCharLength;return r(e,this.pattern,this.patternAlphabet,{location:a,distance:c,threshold:l,findAllMatches:h,minMatchCharLength:u})}}])&&n(t.prototype,i),a&&n(t,a),e}();e.exports=a},function(e,t){var i=/[\\-\\[\\]\\/\\{\\}\\(\\)\\*\\+\\?\\.\\\\\\^\\$\\|]/g;e.exports=function(e,t){var n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:/ +/g,s=new RegExp(t.replace(i,\"\\\\$&\").replace(n,\"|\")),r=e.match(s),o=!!r,a=[];if(o)for(var c=0,l=r.length;c=P;N-=1){var F=N-1,j=i[e.charAt(F)];if(j&&(E[F]=1),M[N]=(M[N+1]<<1|1)&j,0!==T&&(M[N]|=(O[N+1]|O[N])<<1|1|O[N+1]),M[N]&L&&(C=n(t,{errors:T,currentLocation:F,expectedLocation:v,distance:l}))<=_){if(_=C,(b=F)<=v)break;P=Math.max(1,2*v-b)}}if(n(t,{errors:T+1,currentLocation:v,expectedLocation:v,distance:l})>_)break;O=M}return{isMatch:b>=0,score:0===C?.001:C,matchedIndices:s(E,f)}}},function(e,t){e.exports=function(e,t){var i=t.errors,n=void 0===i?0:i,s=t.currentLocation,r=void 0===s?0:s,o=t.expectedLocation,a=void 0===o?0:o,c=t.distance,l=void 0===c?100:c,h=n/e.length,u=Math.abs(a-r);return l?h+u/l:u?1:h}},function(e,t){e.exports=function(){for(var e=arguments.length>0&&void 0!==arguments[0]?arguments[0]:[],t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:1,i=[],n=-1,s=-1,r=0,o=e.length;r=t&&i.push([n,s]),n=-1)}return e[r-1]&&r-n>=t&&i.push([n,r-1]),i}},function(e,t){e.exports=function(e){for(var t={},i=e.length,n=0;n/g,\"&rt;\").replace(/-1?e.map((function(e){var i=e;return i.id===parseInt(t.choiceId,10)&&(i.selected=!0),i})):e;case\"REMOVE_ITEM\":return t.choiceId>-1?e.map((function(e){var i=e;return i.id===parseInt(t.choiceId,10)&&(i.selected=!1),i})):e;case\"FILTER_CHOICES\":return e.map((function(e){var i=e;return i.active=t.results.some((function(e){var t=e.item,n=e.score;return t.id===i.id&&(i.score=n,!0)})),i}));case\"ACTIVATE_CHOICES\":return e.map((function(e){var i=e;return i.active=t.active,i}));case\"CLEAR_CHOICES\":return v;default:return e}},general:_}),A=function(e,t){var i=e;if(\"CLEAR_ALL\"===t.type)i=void 0;else if(\"RESET_TO\"===t.type)return O(t.state);return C(i,t)};function L(e,t){for(var i=0;i\"'+I(e)+'\"'},maxItemText:function(e){return\"Only \"+e+\" values can be added\"},valueComparer:function(e,t){return e===t},fuseOptions:{includeScore:!0},callbackOnInit:null,callbackOnCreateTemplates:null,classNames:{containerOuter:\"choices\",containerInner:\"choices__inner\",input:\"choices__input\",inputCloned:\"choices__input--cloned\",list:\"choices__list\",listItems:\"choices__list--multiple\",listSingle:\"choices__list--single\",listDropdown:\"choices__list--dropdown\",item:\"choices__item\",itemSelectable:\"choices__item--selectable\",itemDisabled:\"choices__item--disabled\",itemChoice:\"choices__item--choice\",placeholder:\"choices__placeholder\",group:\"choices__group\",groupHeading:\"choices__heading\",button:\"choices__button\",activeState:\"is-active\",focusState:\"is-focused\",openState:\"is-open\",disabledState:\"is-disabled\",highlightedState:\"is-highlighted\",selectedState:\"is-selected\",flippedState:\"is-flipped\",loadingState:\"is-loading\",noResults:\"has-no-results\",noChoices:\"has-no-choices\"}},D=\"showDropdown\",M=\"hideDropdown\",N=\"change\",F=\"choice\",j=\"search\",K=\"addItem\",R=\"removeItem\",H=\"highlightItem\",B=\"highlightChoice\",V=\"ADD_CHOICE\",G=\"FILTER_CHOICES\",q=\"ACTIVATE_CHOICES\",U=\"CLEAR_CHOICES\",z=\"ADD_GROUP\",W=\"ADD_ITEM\",X=\"REMOVE_ITEM\",$=\"HIGHLIGHT_ITEM\",J=46,Y=8,Z=13,Q=65,ee=27,te=38,ie=40,ne=33,se=34,re=\"text\",oe=\"select-one\",ae=\"select-multiple\",ce=function(){function e(e){var t=e.element,i=e.type,n=e.classNames,s=e.position;this.element=t,this.classNames=n,this.type=i,this.position=s,this.isOpen=!1,this.isFlipped=!1,this.isFocussed=!1,this.isDisabled=!1,this.isLoading=!1,this._onFocus=this._onFocus.bind(this),this._onBlur=this._onBlur.bind(this)}var t=e.prototype;return t.addEventListeners=function(){this.element.addEventListener(\"focus\",this._onFocus),this.element.addEventListener(\"blur\",this._onBlur)},t.removeEventListeners=function(){this.element.removeEventListener(\"focus\",this._onFocus),this.element.removeEventListener(\"blur\",this._onBlur)},t.shouldFlip=function(e){if(\"number\"!=typeof e)return!1;var t=!1;return\"auto\"===this.position?t=!window.matchMedia(\"(min-height: 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0===t&&(t=document.createElement(\"div\")),e.nextSibling?e.parentNode.insertBefore(t,e.nextSibling):e.parentNode.appendChild(t),t.appendChild(e)}(e,this.element)},t.unwrap=function(e){this.element.parentNode.insertBefore(e,this.element),this.element.parentNode.removeChild(this.element)},t.addLoadingState=function(){this.element.classList.add(this.classNames.loadingState),this.element.setAttribute(\"aria-busy\",\"true\"),this.isLoading=!0},t.removeLoadingState=function(){this.element.classList.remove(this.classNames.loadingState),this.element.removeAttribute(\"aria-busy\"),this.isLoading=!1},t._onFocus=function(){this.isFocussed=!0},t._onBlur=function(){this.isFocussed=!1},e}();function le(e,t){for(var i=0;i0?this.element.scrollTop+o-s:e.offsetTop;requestAnimationFrame((function(){i._animateScroll(a,t)}))}},t._scrollDown=function(e,t,i){var n=(i-e)/t,s=n>1?n:1;this.element.scrollTop=e+s},t._scrollUp=function(e,t,i){var n=(e-i)/t,s=n>1?n:1;this.element.scrollTop=e-s},t._animateScroll=function(e,t){var i=this,n=this.element.scrollTop,s=!1;t>0?(this._scrollDown(n,4,e),ne&&(s=!0)),s&&requestAnimationFrame((function(){i._animateScroll(e,t)}))},e}();function de(e,t){for(var i=0;i0?\"treeitem\":\"option\"),Object.assign(g.dataset,{choice:\"\",id:l,value:h,selectText:i}),m?(g.classList.add(a),g.dataset.choiceDisabled=\"\",g.setAttribute(\"aria-disabled\",\"true\")):(g.classList.add(r),g.dataset.choiceSelectable=\"\"),g},input:function(e,t){var i=e.input,n=e.inputCloned,s=Object.assign(document.createElement(\"input\"),{type:\"text\",className:i+\" \"+n,autocomplete:\"off\",autocapitalize:\"off\",spellcheck:!1});return s.setAttribute(\"role\",\"textbox\"),s.setAttribute(\"aria-autocomplete\",\"list\"),s.setAttribute(\"aria-label\",t),s},dropdown:function(e){var t=e.list,i=e.listDropdown,n=document.createElement(\"div\");return n.classList.add(t,i),n.setAttribute(\"aria-expanded\",\"false\"),n},notice:function(e,t,i){var n=e.item,s=e.itemChoice,r=e.noResults,o=e.noChoices;void 0===i&&(i=\"\");var a=[n,s];return\"no-choices\"===i?a.push(o):\"no-results\"===i&&a.push(r),Object.assign(document.createElement(\"div\"),{innerHTML:t,className:a.join(\" \")})},option:function(e){var t=e.label,i=e.value,n=e.customProperties,s=e.active,r=e.disabled,o=new Option(t,i,!1,s);return n&&(o.dataset.customProperties=n),o.disabled=r,o}},be=function(e){return void 0===e&&(e=!0),{type:q,active:e}},ye=function(e,t){return{type:$,id:e,highlighted:t}},Ee=function(e){var t=e.value,i=e.id,n=e.active,s=e.disabled;return{type:z,value:t,id:i,active:n,disabled:s}},Ie=function(e){return{type:\"SET_IS_LOADING\",isLoading:e}};function Se(e,t){for(var i=0;i=0?this._store.getGroupById(s):null;return this._store.dispatch(ye(i,!0)),t&&this.passedElement.triggerEvent(H,{id:i,value:o,label:c,groupValue:l&&l.value?l.value:null}),this},r.unhighlightItem=function(e){if(!e)return this;var t=e.id,i=e.groupId,n=void 0===i?-1:i,s=e.value,r=void 0===s?\"\":s,o=e.label,a=void 0===o?\"\":o,c=n>=0?this._store.getGroupById(n):null;return this._store.dispatch(ye(t,!1)),this.passedElement.triggerEvent(H,{id:t,value:r,label:a,groupValue:c&&c.value?c.value:null}),this},r.highlightAll=function(){var e=this;return this._store.items.forEach((function(t){return e.highlightItem(t)})),this},r.unhighlightAll=function(){var e=this;return this._store.items.forEach((function(t){return e.unhighlightItem(t)})),this},r.removeActiveItemsByValue=function(e){var t=this;return this._store.activeItems.filter((function(t){return t.value===e})).forEach((function(e){return t._removeItem(e)})),this},r.removeActiveItems=function(e){var t=this;return this._store.activeItems.filter((function(t){return t.id!==e})).forEach((function(e){return t._removeItem(e)})),this},r.removeHighlightedItems=function(e){var t=this;return void 0===e&&(e=!1),this._store.highlightedActiveItems.forEach((function(i){t._removeItem(i),e&&t._triggerChange(i.value)})),this},r.showDropdown=function(e){var t=this;return this.dropdown.isActive||requestAnimationFrame((function(){t.dropdown.show(),t.containerOuter.open(t.dropdown.distanceFromTopWindow),!e&&t._canSearch&&t.input.focus(),t.passedElement.triggerEvent(D,{})})),this},r.hideDropdown=function(e){var t=this;return this.dropdown.isActive?(requestAnimationFrame((function(){t.dropdown.hide(),t.containerOuter.close(),!e&&t._canSearch&&(t.input.removeActiveDescendant(),t.input.blur()),t.passedElement.triggerEvent(M,{})})),this):this},r.getValue=function(e){void 0===e&&(e=!1);var t=this._store.activeItems.reduce((function(t,i){var n=e?i.value:i;return t.push(n),t}),[]);return this._isSelectOneElement?t[0]:t},r.setValue=function(e){var t=this;return this.initialised?(e.forEach((function(e){return t._setChoiceOrItem(e)})),this):this},r.setChoiceByValue=function(e){var t=this;return!this.initialised||this._isTextElement||(Array.isArray(e)?e:[e]).forEach((function(e){return t._findAndSelectChoiceByValue(e)})),this},r.setChoices=function(e,t,i,n){var s=this;if(void 0===e&&(e=[]),void 0===t&&(t=\"value\"),void 0===i&&(i=\"label\"),void 0===n&&(n=!1),!this.initialised)throw new ReferenceError(\"setChoices was called on a non-initialized instance of Choices\");if(!this._isSelectElement)throw new TypeError(\"setChoices can't be used with INPUT based Choices\");if(\"string\"!=typeof t||!t)throw new TypeError(\"value parameter must be a name of 'value' field in passed objects\");if(n&&this.clearChoices(),\"function\"==typeof e){var r=e(this);if(\"function\"==typeof Promise&&r instanceof Promise)return new Promise((function(e){return requestAnimationFrame(e)})).then((function(){return s._handleLoadingState(!0)})).then((function(){return r})).then((function(e){return s.setChoices(e,t,i,n)})).catch((function(e){s.config.silent||console.error(e)})).then((function(){return s._handleLoadingState(!1)})).then((function(){return s}));if(!Array.isArray(r))throw new TypeError(\".setChoices first argument function must return either array of choices or Promise, got: \"+typeof r);return this.setChoices(r,t,i,!1)}if(!Array.isArray(e))throw new TypeError(\".setChoices must be called either with array of choices with a function resulting into Promise of array of choices\");return this.containerOuter.removeLoadingState(),this._startLoading(),e.forEach((function(e){e.choices?s._addGroup({id:parseInt(e.id,10)||null,group:e,valueKey:t,labelKey:i}):s._addChoice({value:e[t],label:e[i],isSelected:e.selected,isDisabled:e.disabled,customProperties:e.customProperties,placeholder:e.placeholder})})),this._stopLoading(),this},r.clearChoices=function(){return this._store.dispatch({type:U}),this},r.clearStore=function(){return this._store.dispatch({type:\"CLEAR_ALL\"}),this},r.clearInput=function(){var e=!this._isSelectOneElement;return this.input.clear(e),!this._isTextElement&&this._canSearch&&(this._isSearching=!1,this._store.dispatch(be(!0))),this},r._render=function(){if(!this._store.isLoading()){this._currentState=this._store.state;var e=this._currentState.choices!==this._prevState.choices||this._currentState.groups!==this._prevState.groups||this._currentState.items!==this._prevState.items,t=this._isSelectElement,i=this._currentState.items!==this._prevState.items;e&&(t&&this._renderChoices(),i&&this._renderItems(),this._prevState=this._currentState)}},r._renderChoices=function(){var e=this,t=this._store,i=t.activeGroups,n=t.activeChoices,s=document.createDocumentFragment();if(this.choiceList.clear(),this.config.resetScrollPosition&&requestAnimationFrame((function(){return e.choiceList.scrollToTop()})),i.length>=1&&!this._isSearching){var r=n.filter((function(e){return!0===e.placeholder&&-1===e.groupId}));r.length>=1&&(s=this._createChoicesFragment(r,s)),s=this._createGroupsFragment(i,n,s)}else n.length>=1&&(s=this._createChoicesFragment(n,s));if(s.childNodes&&s.childNodes.length>0){var o=this._store.activeItems,a=this._canAddItem(o,this.input.value);a.response?(this.choiceList.append(s),this._highlightChoice()):this.choiceList.append(this._getTemplate(\"notice\",a.notice))}else{var c,l;this._isSearching?(l=\"function\"==typeof this.config.noResultsText?this.config.noResultsText():this.config.noResultsText,c=this._getTemplate(\"notice\",l,\"no-results\")):(l=\"function\"==typeof this.config.noChoicesText?this.config.noChoicesText():this.config.noChoicesText,c=this._getTemplate(\"notice\",l,\"no-choices\")),this.choiceList.append(c)}},r._renderItems=function(){var e=this._store.activeItems||[];this.itemList.clear();var t=this._createItemsFragment(e);t.childNodes&&this.itemList.append(t)},r._createGroupsFragment=function(e,t,i){var n=this;return void 0===i&&(i=document.createDocumentFragment()),this.config.shouldSort&&e.sort(this.config.sorter),e.forEach((function(e){var s=function(e){return t.filter((function(t){return n._isSelectOneElement?t.groupId===e.id:t.groupId===e.id&&(\"always\"===n.config.renderSelectedChoices||!t.selected)}))}(e);if(s.length>=1){var r=n._getTemplate(\"choiceGroup\",e);i.appendChild(r),n._createChoicesFragment(s,i,!0)}})),i},r._createChoicesFragment=function(e,t,i){var n=this;void 0===t&&(t=document.createDocumentFragment()),void 0===i&&(i=!1);var s=this.config,r=s.renderSelectedChoices,o=s.searchResultLimit,a=s.renderChoiceLimit,c=this._isSearching?w:this.config.sorter,l=function(e){if(\"auto\"!==r||n._isSelectOneElement||!e.selected){var i=n._getTemplate(\"choice\",e,n.config.itemSelectText);t.appendChild(i)}},h=e;\"auto\"!==r||this._isSelectOneElement||(h=e.filter((function(e){return!e.selected})));var u=h.reduce((function(e,t){return t.placeholder?e.placeholderChoices.push(t):e.normalChoices.push(t),e}),{placeholderChoices:[],normalChoices:[]}),d=u.placeholderChoices,p=u.normalChoices;(this.config.shouldSort||this._isSearching)&&p.sort(c);var m=h.length,f=this._isSelectOneElement?[].concat(d,p):p;this._isSearching?m=o:a&&a>0&&!i&&(m=a);for(var v=0;v=n){var o=s?this._searchChoices(e):0;this.passedElement.triggerEvent(j,{value:e,resultCount:o})}else r&&(this._isSearching=!1,this._store.dispatch(be(!0)))}},r._canAddItem=function(e,t){var i=!0,n=\"function\"==typeof this.config.addItemText?this.config.addItemText(t):this.config.addItemText;if(!this._isSelectOneElement){var s=function(e,t,i){return void 0===i&&(i=\"value\"),e.some((function(e){return\"string\"==typeof t?e[i]===t.trim():e[i]===t}))}(e,t);this.config.maxItemCount>0&&this.config.maxItemCount<=e.length&&(i=!1,n=\"function\"==typeof this.config.maxItemText?this.config.maxItemText(this.config.maxItemCount):this.config.maxItemText),!this.config.duplicateItemsAllowed&&s&&i&&(i=!1,n=\"function\"==typeof this.config.uniqueItemText?this.config.uniqueItemText(t):this.config.uniqueItemText),this._isTextElement&&this.config.addItems&&i&&\"function\"==typeof this.config.addItemFilter&&!this.config.addItemFilter(t)&&(i=!1,n=\"function\"==typeof this.config.customAddItemText?this.config.customAddItemText(t):this.config.customAddItemText)}return{response:i,notice:n}},r._searchChoices=function(e){var t=\"string\"==typeof e?e.trim():e,i=\"string\"==typeof this._currentValue?this._currentValue.trim():this._currentValue;if(t.length<1&&t===i+\" \")return 0;var n=this._store.searchableChoices,r=t,o=[].concat(this.config.searchFields),a=Object.assign(this.config.fuseOptions,{keys:o}),c=new s.a(n,a).search(r);return this._currentValue=t,this._highlightPosition=0,this._isSearching=!0,this._store.dispatch(function(e){return{type:G,results:e}}(c)),c.length},r._addEventListeners=function(){var e=document.documentElement;e.addEventListener(\"touchend\",this._onTouchEnd,!0),this.containerOuter.element.addEventListener(\"keydown\",this._onKeyDown,!0),this.containerOuter.element.addEventListener(\"mousedown\",this._onMouseDown,!0),e.addEventListener(\"click\",this._onClick,{passive:!0}),e.addEventListener(\"touchmove\",this._onTouchMove,{passive:!0}),this.dropdown.element.addEventListener(\"mouseover\",this._onMouseOver,{passive:!0}),this._isSelectOneElement&&(this.containerOuter.element.addEventListener(\"focus\",this._onFocus,{passive:!0}),this.containerOuter.element.addEventListener(\"blur\",this._onBlur,{passive:!0})),this.input.element.addEventListener(\"keyup\",this._onKeyUp,{passive:!0}),this.input.element.addEventListener(\"focus\",this._onFocus,{passive:!0}),this.input.element.addEventListener(\"blur\",this._onBlur,{passive:!0}),this.input.element.form&&this.input.element.form.addEventListener(\"reset\",this._onFormReset,{passive:!0}),this.input.addEventListeners()},r._removeEventListeners=function(){var e=document.documentElement;e.removeEventListener(\"touchend\",this._onTouchEnd,!0),this.containerOuter.element.removeEventListener(\"keydown\",this._onKeyDown,!0),this.containerOuter.element.removeEventListener(\"mousedown\",this._onMouseDown,!0),e.removeEventListener(\"click\",this._onClick),e.removeEventListener(\"touchmove\",this._onTouchMove),this.dropdown.element.removeEventListener(\"mouseover\",this._onMouseOver),this._isSelectOneElement&&(this.containerOuter.element.removeEventListener(\"focus\",this._onFocus),this.containerOuter.element.removeEventListener(\"blur\",this._onBlur)),this.input.element.removeEventListener(\"keyup\",this._onKeyUp),this.input.element.removeEventListener(\"focus\",this._onFocus),this.input.element.removeEventListener(\"blur\",this._onBlur),this.input.element.form&&this.input.element.form.removeEventListener(\"reset\",this._onFormReset),this.input.removeEventListeners()},r._onKeyDown=function(e){var t,i=e.target,n=e.keyCode,s=e.ctrlKey,r=e.metaKey,o=this._store.activeItems,a=this.input.isFocussed,c=this.dropdown.isActive,l=this.itemList.hasChildren(),h=String.fromCharCode(n),u=J,d=Y,p=Z,m=Q,f=ee,v=te,g=ie,_=ne,b=se,y=s||r;!this._isTextElement&&/[a-zA-Z0-9-_ ]/.test(h)&&this.showDropdown();var E=((t={})[m]=this._onAKey,t[p]=this._onEnterKey,t[f]=this._onEscapeKey,t[v]=this._onDirectionKey,t[_]=this._onDirectionKey,t[g]=this._onDirectionKey,t[b]=this._onDirectionKey,t[d]=this._onDeleteKey,t[u]=this._onDeleteKey,t);E[n]&&E[n]({event:e,target:i,keyCode:n,metaKey:r,activeItems:o,hasFocusedInput:a,hasActiveDropdown:c,hasItems:l,hasCtrlDownKeyPressed:y})},r._onKeyUp=function(e){var t=e.target,i=e.keyCode,n=this.input.value,s=this._store.activeItems,r=this._canAddItem(s,n),o=J,a=Y;if(this._isTextElement)if(r.notice&&n){var c=this._getTemplate(\"notice\",r.notice);this.dropdown.element.innerHTML=c.outerHTML,this.showDropdown(!0)}else this.hideDropdown(!0);else{var l=(i===o||i===a)&&!t.value,h=!this._isTextElement&&this._isSearching,u=this._canSearch&&r.response;l&&h?(this._isSearching=!1,this._store.dispatch(be(!0))):u&&this._handleSearch(this.input.value)}this._canSearch=this.config.searchEnabled},r._onAKey=function(e){var t=e.hasItems;e.hasCtrlDownKeyPressed&&t&&(this._canSearch=!1,this.config.removeItems&&!this.input.value&&this.input.element===document.activeElement&&this.highlightAll())},r._onEnterKey=function(e){var t=e.event,i=e.target,n=e.activeItems,s=e.hasActiveDropdown,r=Z,o=i.hasAttribute(\"data-button\");if(this._isTextElement&&i.value){var a=this.input.value;this._canAddItem(n,a).response&&(this.hideDropdown(!0),this._addItem({value:a}),this._triggerChange(a),this.clearInput())}if(o&&(this._handleButtonAction(n,i),t.preventDefault()),s){var c=this.dropdown.getChild(\".\"+this.config.classNames.highlightedState);c&&(n[0]&&(n[0].keyCode=r),this._handleChoiceAction(n,c)),t.preventDefault()}else this._isSelectOneElement&&(this.showDropdown(),t.preventDefault())},r._onEscapeKey=function(e){e.hasActiveDropdown&&(this.hideDropdown(!0),this.containerOuter.focus())},r._onDirectionKey=function(e){var t,i,n,s=e.event,r=e.hasActiveDropdown,o=e.keyCode,a=e.metaKey,c=ie,l=ne,h=se;if(r||this._isSelectOneElement){this.showDropdown(),this._canSearch=!1;var u,d=o===c||o===h?1:-1,p=\"[data-choice-selectable]\";if(a||o===h||o===l)u=d>0?this.dropdown.element.querySelector(\"[data-choice-selectable]:last-of-type\"):this.dropdown.element.querySelector(p);else{var m=this.dropdown.element.querySelector(\".\"+this.config.classNames.highlightedState);u=m?function(e,t,i){if(void 0===i&&(i=1),e instanceof Element&&\"string\"==typeof t){for(var n=(i>0?\"next\":\"previous\")+\"ElementSibling\",s=e[n];s;){if(s.matches(t))return s;s=s[n]}return s}}(m,p,d):this.dropdown.element.querySelector(p)}u&&(t=u,i=this.choiceList.element,void 0===(n=d)&&(n=1),t&&(n>0?i.scrollTop+i.offsetHeight>=t.offsetTop+t.offsetHeight:t.offsetTop>=i.scrollTop)||this.choiceList.scrollToChildElement(u,d),this._highlightChoice(u)),s.preventDefault()}},r._onDeleteKey=function(e){var t=e.event,i=e.target,n=e.hasFocusedInput,s=e.activeItems;!n||i.value||this._isSelectOneElement||(this._handleBackspace(s),t.preventDefault())},r._onTouchMove=function(){this._wasTap&&(this._wasTap=!1)},r._onTouchEnd=function(e){var t=(e||e.touches[0]).target;this._wasTap&&this.containerOuter.element.contains(t)&&((t===this.containerOuter.element||t===this.containerInner.element)&&(this._isTextElement?this.input.focus():this._isSelectMultipleElement&&this.showDropdown()),e.stopPropagation()),this._wasTap=!0},r._onMouseDown=function(e){var t=e.target;if(t instanceof HTMLElement){if(we&&this.choiceList.element.contains(t)){var i=this.choiceList.element.firstElementChild,n=\"ltr\"===this._direction?e.offsetX>=i.offsetWidth:e.offsetX0&&this.unhighlightAll(),this.containerOuter.removeFocusState(),this.hideDropdown(!0))},r._onFocus=function(e){var t,i=this,n=e.target;this.containerOuter.element.contains(n)&&((t={}).text=function(){n===i.input.element&&i.containerOuter.addFocusState()},t[\"select-one\"]=function(){i.containerOuter.addFocusState(),n===i.input.element&&i.showDropdown(!0)},t[\"select-multiple\"]=function(){n===i.input.element&&(i.showDropdown(!0),i.containerOuter.addFocusState())},t)[this.passedElement.element.type]()},r._onBlur=function(e){var t=this,i=e.target;if(this.containerOuter.element.contains(i)&&!this._isScrollingOnIe){var n,s=this._store.activeItems.some((function(e){return e.highlighted}));((n={}).text=function(){i===t.input.element&&(t.containerOuter.removeFocusState(),s&&t.unhighlightAll(),t.hideDropdown(!0))},n[\"select-one\"]=function(){t.containerOuter.removeFocusState(),(i===t.input.element||i===t.containerOuter.element&&!t._canSearch)&&t.hideDropdown(!0)},n[\"select-multiple\"]=function(){i===t.input.element&&(t.containerOuter.removeFocusState(),t.hideDropdown(!0),s&&t.unhighlightAll())},n)[this.passedElement.element.type]()}else this._isScrollingOnIe=!1,this.input.element.focus()},r._onFormReset=function(){this._store.dispatch({type:\"RESET_TO\",state:this._initialState})},r._highlightChoice=function(e){var t=this;void 0===e&&(e=null);var i=Array.from(this.dropdown.element.querySelectorAll(\"[data-choice-selectable]\"));if(i.length){var n=e;Array.from(this.dropdown.element.querySelectorAll(\".\"+this.config.classNames.highlightedState)).forEach((function(e){e.classList.remove(t.config.classNames.highlightedState),e.setAttribute(\"aria-selected\",\"false\")})),n?this._highlightPosition=i.indexOf(n):(n=i.length>this._highlightPosition?i[this._highlightPosition]:i[i.length-1])||(n=i[0]),n.classList.add(this.config.classNames.highlightedState),n.setAttribute(\"aria-selected\",\"true\"),this.passedElement.triggerEvent(B,{el:n}),this.dropdown.isActive&&(this.input.setActiveDescendant(n.id),this.containerOuter.setActiveDescendant(n.id))}},r._addItem=function(e){var t=e.value,i=e.label,n=void 0===i?null:i,s=e.choiceId,r=void 0===s?-1:s,o=e.groupId,a=void 0===o?-1:o,c=e.customProperties,l=void 0===c?null:c,h=e.placeholder,u=void 0!==h&&h,d=e.keyCode,p=void 0===d?null:d,m=\"string\"==typeof t?t.trim():t,f=p,v=l,g=this._store.items,_=n||m,b=r||-1,y=a>=0?this._store.getGroupById(a):null,E=g?g.length+1:1;return this.config.prependValue&&(m=this.config.prependValue+m.toString()),this.config.appendValue&&(m+=this.config.appendValue.toString()),this._store.dispatch(function(e){var t=e.value,i=e.label,n=e.id,s=e.choiceId,r=e.groupId,o=e.customProperties,a=e.placeholder,c=e.keyCode;return{type:W,value:t,label:i,id:n,choiceId:s,groupId:r,customProperties:o,placeholder:a,keyCode:c}}({value:m,label:_,id:E,choiceId:b,groupId:a,customProperties:l,placeholder:u,keyCode:f})),this._isSelectOneElement&&this.removeActiveItems(E),this.passedElement.triggerEvent(K,{id:E,value:m,label:_,customProperties:v,groupValue:y&&y.value?y.value:void 0,keyCode:f}),this},r._removeItem=function(e){if(!e||!E(\"Object\",e))return this;var t=e.id,i=e.value,n=e.label,s=e.choiceId,r=e.groupId,o=r>=0?this._store.getGroupById(r):null;return this._store.dispatch(function(e,t){return{type:X,id:e,choiceId:t}}(t,s)),o&&o.value?this.passedElement.triggerEvent(R,{id:t,value:i,label:n,groupValue:o.value}):this.passedElement.triggerEvent(R,{id:t,value:i,label:n}),this},r._addChoice=function(e){var t=e.value,i=e.label,n=void 0===i?null:i,s=e.isSelected,r=void 0!==s&&s,o=e.isDisabled,a=void 0!==o&&o,c=e.groupId,l=void 0===c?-1:c,h=e.customProperties,u=void 0===h?null:h,d=e.placeholder,p=void 0!==d&&d,m=e.keyCode,f=void 0===m?null:m;if(null!=t){var v=this._store.choices,g=n||t,_=v?v.length+1:1,b=this._baseId+\"-\"+this._idNames.itemChoice+\"-\"+_;this._store.dispatch(function(e){var t=e.value,i=e.label,n=e.id,s=e.groupId,r=e.disabled,o=e.elementId,a=e.customProperties,c=e.placeholder,l=e.keyCode;return{type:V,value:t,label:i,id:n,groupId:s,disabled:r,elementId:o,customProperties:a,placeholder:c,keyCode:l}}({id:_,groupId:l,elementId:b,value:t,label:g,disabled:a,customProperties:u,placeholder:p,keyCode:f})),r&&this._addItem({value:t,label:g,choiceId:_,customProperties:u,placeholder:p,keyCode:f})}},r._addGroup=function(e){var t=this,i=e.group,n=e.id,s=e.valueKey,r=void 0===s?\"value\":s,o=e.labelKey,a=void 0===o?\"label\":o,c=E(\"Object\",i)?i.choices:Array.from(i.getElementsByTagName(\"OPTION\")),l=n||Math.floor((new Date).valueOf()*Math.random()),h=!!i.disabled&&i.disabled;c?(this._store.dispatch(Ee({value:i.label,id:l,active:!0,disabled:h})),c.forEach((function(e){var i=e.disabled||e.parentNode&&e.parentNode.disabled;t._addChoice({value:e[r],label:E(\"Object\",e)?e[a]:e.innerHTML,isSelected:e.selected,isDisabled:i,groupId:l,customProperties:e.customProperties,placeholder:e.placeholder})}))):this._store.dispatch(Ee({value:i.label,id:i.id,active:!1,disabled:i.disabled}))},r._getTemplate=function(e){var t;if(!e)return null;for(var i=this.config.classNames,n=arguments.length,s=new Array(n>1?n-1:0),r=1;r{var e;return this.input_el.name=null!==(e=this.model.name)&&void 0!==e?e:\"\"})),this.connect(this.model.properties.value.change,(()=>{this.input_el.value=this.format_value,this.old_value=this.input_el.value})),this.connect(this.model.properties.low.change,(()=>{const{value:e,low:t,high:l}=this.model;null!=t&&null!=l&&(0,p.assert)(t<=l,\"Invalid bounds, low must be inferior to high\"),null!=e&&null!=t&&e{const{value:e,low:t,high:l}=this.model;null!=t&&null!=l&&(0,p.assert)(l>=t,\"Invalid bounds, high must be superior to low\"),null!=e&&null!=l&&e>l&&(this.model.value=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=(0,r.input)({type:\"text\",class:_.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=>m.test(e))):\"float\"==this.model.mode&&this._set_input_filter((e=>c.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=v,v.__name__=\"NumericInputView\";class g extends o.InputWidget{constructor(e){super(e)}_formatter(e,t){return(0,d.isString)(t)?h.format(e,t):t.doFormat([e],{loc:0})[0]}pretty(e){return null!=this.format?this._formatter(e,this.format):`${e}`}}l.NumericInput=g,u=g,g.__name__=\"NumericInput\",u.prototype.default_view=v,u.define((({Number:e,String:t,Enum:l,Ref:i,Or:n,Nullable:s})=>({value:[s(e),null],placeholder:[t,\"\"],mode:[l(\"int\",\"float\"),\"int\"],format:[s(n(t,i(a.TickFormatter))),null],low:[s(e),null],high:[s(e),null]})))},\n 479: function _(e,t,r,s,n){var a;s();const o=e(468),_=e(43);class p extends o.MarkupView{render(){super.render();const e=(0,_.pre)({style:{overflow:\"auto\"}},this.model.text);this.markup_el.appendChild(e)}}r.PreTextView=p,p.__name__=\"PreTextView\";class u extends o.Markup{constructor(e){super(e)}}r.PreText=u,a=u,u.__name__=\"PreText\",a.prototype.default_view=p},\n 480: function _(t,o,e,a,i){a();const n=t(1);var u;const s=t(452),c=t(43),_=(0,n.__importStar)(t(318));class r extends s.ButtonGroupView{change_active(t){this.model.active!==t&&(this.model.active=t)}_update_active(){const{active:t}=this.model;this._buttons.forEach(((o,e)=>{(0,c.classes)(o).toggle(_.active,t===e)}))}}e.RadioButtonGroupView=r,r.__name__=\"RadioButtonGroupView\";class l extends s.ButtonGroup{constructor(t){super(t)}}e.RadioButtonGroup=l,u=l,l.__name__=\"RadioButtonGroup\",u.prototype.default_view=r,u.define((({Int:t,Nullable:o})=>({active:[o(t),null]})))},\n 481: function _(e,n,i,t,a){t();const s=e(1);var l;const o=e(43),d=e(34),p=e(455),r=(0,s.__importStar)(e(449));class u extends p.InputGroupView{render(){super.render();const e=(0,o.div)({class:[r.input_group,this.model.inline?r.inline:null]});this.el.appendChild(e);const n=(0,d.uniqueId)(),{active:i,labels:t}=this.model;this._inputs=[];for(let a=0;athis.change_active(a))),this._inputs.push(s),this.model.disabled&&(s.disabled=!0),a==i&&(s.checked=!0);const l=(0,o.label)(s,(0,o.span)(t[a]));e.appendChild(l)}}change_active(e){this.model.active=e}}i.RadioGroupView=u,u.__name__=\"RadioGroupView\";class c extends p.InputGroup{constructor(e){super(e)}}i.RadioGroup=c,l=c,c.__name__=\"RadioGroup\",l.prototype.default_view=u,l.define((({Boolean:e,Int:n,String:i,Array:t,Nullable:a})=>({active:[a(n),null],labels:[t(i),[]],inline:[e,!1]})))},\n 482: function _(e,r,t,a,i){a();var n;const o=(0,e(1).__importStar)(e(153)),s=e(461),_=e(8);class d extends s.AbstractRangeSliderView{}t.RangeSliderView=d,d.__name__=\"RangeSliderView\";class c extends s.AbstractSlider{constructor(e){super(e),this.behaviour=\"drag\",this.connected=[!1,!0,!1]}_formatter(e,r){return(0,_.isString)(r)?o.format(e,r):r.compute(e)}}t.RangeSlider=c,n=c,c.__name__=\"RangeSlider\",n.prototype.default_view=d,n.override({format:\"0[.]00\"})},\n 483: function _(e,t,n,s,i){s();const l=e(1);var u;const a=e(43),o=e(8),p=e(13),_=e(448),r=(0,l.__importStar)(e(449));class c extends _.InputWidgetView{constructor(){super(...arguments),this._known_values=new Set}connect_signals(){super.connect_signals();const{value:e,options:t}=this.model.properties;this.on_change(e,(()=>{this._update_value()})),this.on_change(t,(()=>{(0,a.empty)(this.input_el),(0,a.append)(this.input_el,...this.options_el()),this._update_value()}))}options_el(){const{_known_values:e}=this;function t(t){return t.map((t=>{let n,s;return(0,o.isString)(t)?n=s=t:[n,s]=t,e.add(n),(0,a.option)({value:n},s)}))}e.clear();const{options:n}=this.model;return(0,o.isArray)(n)?t(n):(0,p.entries)(n).map((([e,n])=>(0,a.optgroup)({label:e},t(n))))}render(){super.render(),this.input_el=(0,a.select)({class:r.input,name:this.model.name,disabled:this.model.disabled},this.options_el()),this._update_value(),this.input_el.addEventListener(\"change\",(()=>this.change_input())),this.group_el.appendChild(this.input_el)}change_input(){const e=this.input_el.value;this.model.value=e,super.change_input()}_update_value(){const{value:e}=this.model;this._known_values.has(e)?this.input_el.value=e:this.input_el.removeAttribute(\"value\")}}n.SelectView=c,c.__name__=\"SelectView\";class h extends _.InputWidget{constructor(e){super(e)}}n.Select=h,u=h,h.__name__=\"Select\",u.prototype.default_view=c,u.define((({String:e,Array:t,Tuple:n,Dict:s,Or:i})=>{const l=t(i(e,n(e,e)));return{value:[e,\"\"],options:[i(l,s(l)),[]]}}))},\n 484: function _(e,t,r,i,a){i();var o;const s=(0,e(1).__importStar)(e(153)),_=e(461),n=e(8);class c extends _.AbstractSliderView{}r.SliderView=c,c.__name__=\"SliderView\";class d extends _.AbstractSlider{constructor(e){super(e),this.behaviour=\"tap\",this.connected=[!0,!1]}_formatter(e,t){return(0,n.isString)(t)?s.format(e,t):t.compute(e)}}r.Slider=d,o=d,d.__name__=\"Slider\",o.prototype.default_view=c,o.override({format:\"0[.]00\"})},\n 485: function _(e,t,i,n,s){var l;n();const o=e(478),r=e(43),{min:a,max:h,floor:_,abs:u}=Math;function d(e){return _(e)!==e?e.toFixed(16).replace(/0+$/,\"\").split(\".\")[1].length:0}class p extends o.NumericInputView{*buttons(){yield this.btn_up_el,yield this.btn_down_el}initialize(){super.initialize(),this._handles={interval:void 0,timeout:void 0},this._interval=200}connect_signals(){super.connect_signals();const e=this.model.properties;this.on_change(e.disabled,(()=>{for(const e of this.buttons())(0,r.toggle_attribute)(e,\"disabled\",this.model.disabled)}))}render(){super.render(),this.wrapper_el=(0,r.div)({class:\"bk-spin-wrapper\"}),this.group_el.replaceChild(this.wrapper_el,this.input_el),this.btn_up_el=(0,r.button)({class:\"bk-spin-btn bk-spin-btn-up\"}),this.btn_down_el=(0,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())(0,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,o=i&&void 0===n;void 0!==n&&clearTimeout(n),n=setTimeout((function(){n=void 0,i||e.apply(l,s)}),t),o&&e.apply(l,s)}}((()=>{this.model.value_throttled=this.model.value}),this.model.wheel_wait,!1))}get precision(){const{low:e,high:t,step:i}=this.model,n=d;return h(n(u(null!=e?e:0)),n(u(null!=t?t:0)),n(u(i)))}remove(){this._stop_incrementation(),super.remove()}_start_incrementation(e){clearInterval(this._handles.interval),this._counter=0;const{step:t}=this.model,i=e=>{if(this._counter+=1,this._counter%5==0){const t=Math.floor(this._counter/5);t<10?(clearInterval(this._handles.interval),this._handles.interval=setInterval((()=>i(e)),this._interval/(t+1))):t>=10&&t<=13&&(clearInterval(this._handles.interval),this._handles.interval=setInterval((()=>i(2*e)),this._interval/10))}this.increment(e)};this._handles.interval=setInterval((()=>i(e*t)),this._interval)}_stop_incrementation(){clearTimeout(this._handles.timeout),this._handles.timeout=void 0,clearInterval(this._handles.interval),this._handles.interval=void 0,this.model.value_throttled=this.model.value}_btn_mouse_down(e){e.preventDefault();const t=e.currentTarget===this.btn_up_el?1:-1;this.increment(t*this.model.step),this.input_el.focus(),this._handles.timeout=setTimeout((()=>this._start_incrementation(t)),this._interval)}_btn_mouse_up(){this._stop_incrementation()}_btn_mouse_leave(){this._stop_incrementation()}_input_mouse_wheel(e){if(document.activeElement===this.input_el){e.preventDefault();const t=e.deltaY>0?-1:1;this.increment(t*this.model.step)}}_input_key_down(e){switch(e.keyCode){case 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?a(0,i):0:e<0&&(this.model.value=null!=i?i:null!=t?h(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 m extends o.NumericInput{constructor(e){super(e)}}i.Spinner=m,l=m,m.__name__=\"Spinner\",l.prototype.default_view=p,l.define((({Number:e,Nullable:t})=>({value_throttled:[t(e),null],step:[e,1],page_step_multiplier:[e,10],wheel_wait:[e,100]}))),l.override({mode:\"float\"})},\n 486: function _(e,t,s,n,i){n();const o=e(1);var r;const c=e(447),l=e(43),p=(0,o.__importStar)(e(449));class _ extends c.TextLikeInputView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.rows.change,(()=>this.input_el.rows=this.model.rows)),this.connect(this.model.properties.cols.change,(()=>this.input_el.cols=this.model.cols))}_render_input(){this.input_el=(0,l.textarea)({class:p.input})}render(){super.render(),this.input_el.cols=this.model.cols,this.input_el.rows=this.model.rows}}s.TextAreaInputView=_,_.__name__=\"TextAreaInputView\";class a extends c.TextLikeInput{constructor(e){super(e)}}s.TextAreaInput=a,r=a,a.__name__=\"TextAreaInput\",r.prototype.default_view=_,r.define((({Int:e})=>({cols:[e,20],rows:[e,2]}))),r.override({max_length:500})},\n 487: function _(e,t,s,c,i){c();const o=e(1);var a;const n=e(441),l=e(43),_=(0,o.__importStar)(e(318));class r extends n.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(){(0,l.classes)(this.button_el).toggle(_.active,this.model.active)}}s.ToggleView=r,r.__name__=\"ToggleView\";class g extends n.AbstractButton{constructor(e){super(e)}}s.Toggle=g,a=g,g.__name__=\"Toggle\",a.prototype.default_view=r,a.define((({Boolean:e})=>({active:[e,!1]}))),a.override({label:\"Toggle\"})},\n }, 439, {\"models/widgets/main\":439,\"models/widgets/index\":440,\"models/widgets/abstract_button\":441,\"models/widgets/control\":442,\"models/widgets/widget\":512,\"models/widgets/abstract_icon\":444,\"models/widgets/autocomplete_input\":445,\"models/widgets/text_input\":446,\"models/widgets/text_like_input\":447,\"models/widgets/input_widget\":448,\"styles/widgets/inputs.css\":449,\"models/widgets/button\":450,\"models/widgets/checkbox_button_group\":451,\"models/widgets/button_group\":452,\"models/widgets/oriented_control\":453,\"models/widgets/checkbox_group\":454,\"models/widgets/input_group\":455,\"models/widgets/color_picker\":456,\"models/widgets/date_picker\":457,\"styles/widgets/flatpickr.css\":459,\"models/widgets/date_range_slider\":460,\"models/widgets/abstract_slider\":461,\"styles/widgets/sliders.css\":463,\"styles/widgets/nouislider.css\":464,\"models/widgets/date_slider\":465,\"models/widgets/datetime_range_slider\":466,\"models/widgets/div\":467,\"models/widgets/markup\":468,\"styles/clearfix.css\":469,\"models/widgets/dropdown\":470,\"models/widgets/file_input\":471,\"models/widgets/multiselect\":472,\"models/widgets/paragraph\":473,\"models/widgets/password_input\":474,\"models/widgets/multichoice\":475,\"styles/widgets/choices.css\":477,\"models/widgets/numeric_input\":478,\"models/widgets/pretext\":479,\"models/widgets/radio_button_group\":480,\"models/widgets/radio_group\":481,\"models/widgets/range_slider\":482,\"models/widgets/selectbox\":483,\"models/widgets/slider\":484,\"models/widgets/spinner\":485,\"models/widgets/textarea_input\":486,\"models/widgets/toggle\":487}, {});});\n\n /* END bokeh-widgets.min.js */\n },\n function(Bokeh) {\n /* BEGIN bokeh-tables.min.js */\n /*!\n * Copyright (c) 2012 - 2022, 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\"], \"2.4.3\");\n })(this, function(Bokeh, version) {\n let 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 488: function _(t,e,o,r,s){r();const _=(0,t(1).__importStar)(t(489));o.Tables=_;(0,t(7).register_models)(_)},\n 489: function _(g,a,r,e,t){e();const o=g(1);(0,o.__exportStar)(g(490),r),(0,o.__exportStar)(g(493),r),t(\"DataTable\",g(496).DataTable),t(\"TableColumn\",g(514).TableColumn),t(\"TableWidget\",g(513).TableWidget);var n=g(516);t(\"AvgAggregator\",n.AvgAggregator),t(\"MinAggregator\",n.MinAggregator),t(\"MaxAggregator\",n.MaxAggregator),t(\"SumAggregator\",n.SumAggregator);var A=g(517);t(\"GroupingInfo\",A.GroupingInfo),t(\"DataCube\",A.DataCube)},\n 490: function _(e,t,i,s,a){s();const r=e(1);var l,n,u,d,o,p,_,c,h;const E=e(43),V=e(226),m=e(53),f=e(491),v=(0,r.__importStar)(e(492));class w extends V.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(v.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 E.Keys.Left:case E.Keys.Right:case E.Keys.Up:case E.Keys.Down:case E.Keys.PageUp:case E.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[f.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=w,w.__name__=\"CellEditorView\";class g extends m.Model{}i.CellEditor=g,g.__name__=\"CellEditor\";class x extends w{get emptyValue(){return\"\"}_createInput(){return(0,E.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=x,x.__name__=\"StringEditorView\";class y extends g{}i.StringEditor=y,l=y,y.__name__=\"StringEditor\",l.prototype.default_view=x,l.define((({String:e,Array:t})=>({completions:[t(e),[]]})));class I extends w{_createInput(){return(0,E.textarea)()}renderEditor(){this.inputEl.focus(),this.inputEl.select()}}i.TextEditorView=I,I.__name__=\"TextEditorView\";class b extends g{}i.TextEditor=b,n=b,b.__name__=\"TextEditor\",n.prototype.default_view=I;class N extends w{_createInput(){return(0,E.select)()}renderEditor(){for(const e of this.model.options)this.inputEl.appendChild((0,E.option)({value:e},e));this.focus()}}i.SelectEditorView=N,N.__name__=\"SelectEditorView\";class C extends g{}i.SelectEditor=C,u=C,C.__name__=\"SelectEditor\",u.prototype.default_view=N,u.define((({String:e,Array:t})=>({options:[t(e),[]]})));class D extends w{_createInput(){return(0,E.input)({type:\"text\"})}}i.PercentEditorView=D,D.__name__=\"PercentEditorView\";class S extends g{}i.PercentEditor=S,d=S,S.__name__=\"PercentEditor\",d.prototype.default_view=D;class k extends 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