{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plotting with pandas and matplotlib\n",
    "\n",
    "At this point we are familiar with some of the features of pandas and explored some very basic data visualizations at the [end of Chapter 3](../../chapter-03/nb/03-temporal-data.ipynb). Now, we will wade into visualizing our data in more detail, starting by using the built-in plotting options available directly in pandas. Much like the case of pandas being built upon numpy, plotting in pandas takes advantage of plotting features from the `matplotlib` [^matplotlib] plotting library. Plotting in pandas provides a basic framework for quickly visualizing our data, but as you'll see we will need to also use features from matplotlib for more advanced formatting and to enhance our plots. In particular, we will use features from the the `pyplot` [^pyplot] module in matplotlib, which provides MATLAB-like [^matlab] plotting. We will also briefly explore creating interactive plots using the `hvplot` [^hvplot] plotting library, which allows us to produce plots similar to those available in the `bokeh` plotting library [^bokeh] using plotting syntax very similar to that in pandas."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Creating a basic x-y plot\n",
    "\n",
    "The first step for creating a basic x-y plot is to import pandas and read in the data we want to plot from a file. We will be using a datetime index for our weather observation data as we [learned in Chapter 3](../../chapter-03/nb/03-temporal-data.ipynb). In this case, however, we'll include a few additional parameters in order to *read the data* with a datetime index. We will read in the data first, and then discuss what happened.\n",
    "\n",
    "Let's start by importing the libraries we will need (pandas and Matplotlib), and then read in the data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "fp = \"data/029740.txt\"\n",
    "\n",
    "data = pd.read_csv(\n",
    "    fp,\n",
    "    delim_whitespace=True,\n",
    "    na_values=[\"*\", \"**\", \"***\", \"****\", \"*****\", \"******\"],\n",
    "    usecols=[\"YR--MODAHRMN\", \"TEMP\", \"MAX\", \"MIN\"],\n",
    "    parse_dates=[\"YR--MODAHRMN\"],\n",
    "    index_col=\"YR--MODAHRMN\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So, let us now examing what is different here compared to files read in Chapter 3. There are two significant changes in the form of two new parameters: `parse_dates` and `index_col`.\n",
    "\n",
    "- `parse_dates` takes a Python list of column name(s) for data file columns that contain date data and pandas will parse and convert data in these column(s) to the *datetime* data type. For many common date formats pandas will automatically recognize and convert the date data.\n",
    "- `index_col` is used to state a column that should be used to index the data in the DataFrame. In this case, we end up with our date data as the DataFrame index. This is a very useful feature in pandas as we will see below.\n",
    "\n",
    "Having read in the data file, we can now have a quick look at what we have using `data.head()`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>TEMP</th>\n",
       "      <th>MAX</th>\n",
       "      <th>MIN</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YR--MODAHRMN</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1952-01-01 00:00:00</th>\n",
       "      <td>36.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1952-01-01 06:00:00</th>\n",
       "      <td>37.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>34.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1952-01-01 12:00:00</th>\n",
       "      <td>39.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1952-01-01 18:00:00</th>\n",
       "      <td>36.0</td>\n",
       "      <td>39.0</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1952-01-02 00:00:00</th>\n",
       "      <td>36.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     TEMP   MAX   MIN\n",
       "YR--MODAHRMN                         \n",
       "1952-01-01 00:00:00  36.0   NaN   NaN\n",
       "1952-01-01 06:00:00  37.0   NaN  34.0\n",
       "1952-01-01 12:00:00  39.0   NaN   NaN\n",
       "1952-01-01 18:00:00  36.0  39.0   NaN\n",
       "1952-01-02 00:00:00  36.0   NaN   NaN"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As mentioned above, you can now see that the index column for our DataFrame (the first column) contains date values related to each row in the DataFrame. With this we are already able to create our first plot using pandas. We will start by using the basic line plot in pandas to visualize at our temperature data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = data.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "_**Figure 4.3**. A basic plot of the example temperature data using Matplotlib._\n",
    "\n",
    "Now, let's break down what just happened. First, we first created the plot object using the `plot()` method of the `data` DataFrame. Without any parameters given, this makes the plot of all columns in the DataFrame as lines of different color on the y-axis with the index, time in this case, on the x-axis. Second, in case we want to be able to modify the plot or add anything to it after the basic plot has been created, we assign the plot object to the variable `ax`. Why don't we check its data type below using the `type()` function."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "matplotlib.axes._subplots.AxesSubplot"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(ax)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "OK, so this is a data type we have not seen previously, but clearly it is part of matplotlib. In case you were skeptical before, we now have evidence that pandas is using matplotlib for generating plots."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Selecting plot data based on date\n",
    "\n",
    "Now we can make a few small changes to our plot to further explore plotting with pandas. We can begin by plotting only the observed temperatures in the `data['TEMP']` column. In addition, we can restrict ourselves to observations from only the afternoon of October 1, 2019 (the last day in this dataset). We will do this by first creating a pandas series for only the desired data column and restricting the dateof interest. Once we have created the new pandas series we can plot the results."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create basic plot with subset of data\n",
    "oct1_temps = data[\"TEMP\"].loc[data.index >= \"201910011200\"]\n",
    "ax = oct1_temps.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "_**Figure 4.4**. A plot of the example temperature data for the afternoon of October 1, 2019._\n",
    "\n",
    "So, what did we change this time? First, we selected only the `'TEMP'` column from the `data` DataFrame by using `data['TEMP']` instead of `data`. Second, we added a restriction to the date range using `loc[]` to select only rows where the index value `data.index` is greater than `'201910011200'`. In that case, the number in the string is in the format `'YYYYMMDDHHMM'`, where `YYYY` is the year, `MM` is the month, `DD` is the day, `HH` is the hour, and `MM` is the minute. This will result in temperatures only from noon onwards on October 1, 2019. Finally, by saving this selection to the variable `oct1_temps` we're able to now use `oct1_temps.plot()` to plot only our selection. As you can see, we are able to easily control the values plotted in pandas, but we can do even better."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basic plot formatting\n",
    "\n",
    "We can control the appearance of our plots, making them look nicer and provide more information by using a few additional plotting options available in pandas and/or matplotlib. Let's start by changing the line format, adding some axis labels, and adding a title."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Change line and symbol format, and add axis labels/title\n",
    "ax = oct1_temps.plot(\n",
    "    style=\"ko--\",\n",
    "    title=\"Helsinki-Vantaa temperatures\",\n",
    "    xlabel=\"Date\",\n",
    "    ylabel=\"Temperature [°F]\",\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "_**Figure 4.5**. A plot of the example temperature data with additional formatting, a title, and axis labels._\n",
    "\n",
    "Now we see that our temperature data as a black dashed line with circles indicating the temperature values from the data file. This comes from the additional parameter `style='ko--'`. In this case, `k` tells the `oct1_temps.plot()` function to use black color for the lines and symbols, `o` tells it to show circles at the data points, and `--` says to use a dashed line between points. You can use `help(oct1_temps.plot)` to find out more about formatting plots. We have also added a title using the `title` parameter, and axis labels using the `xlabel` and `ylabel` parameters."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Formatting and annotating the figure\n",
    "\n",
    "In addition to labeling the plot axes and adding a title, there are several other common plot attributes one might like to utilize. We briefly present some of the most common plot features here and then demonstrate how they work in a modified example plot below.\n",
    "\n",
    "**Changing the figure size**\n",
    "\n",
    "While the default plot sizes we're working with are fine, it is often helpful to be able to control the figure size. Fortunately, there is an easy way to change the figure size in pandas and matplotlib. In order to define the figure size, we simply include the `figsize` parameter with a tuple (set of values in normal parentheses) that lists the width and height of the figure (in inches!).\n",
    "\n",
    "For example, adding the parameter\n",
    "\n",
    "```python\n",
    "figsize=(12, 6)\n",
    "```\n",
    "to the `ax.plot()` function will increase the figure size to be 12 inches wide and 6 inches tall.\n",
    "\n",
    "Note that it is also possible to change the default figure size for all figures in a Jupyter Notebook by importing the pyplot module from matplotlib (i.e., `import matplotlib.pyplot as plt`)and then defining the default figure size using `plt.rcParams['figure.figsize'] = [12, 6]`. In this case the figure size should be given as a Python list."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Adding text to the figure**\n",
    "\n",
    "It is also possible to add text that can be displayed on a plot using `ax.text()`. For example, \n",
    "\n",
    "```python\n",
    "ax.plot(...)\n",
    "x, y = \"201910011800\", 42\n",
    "ax.text(x, y, \"This is my text.\")\n",
    "```\n",
    "\n",
    "would add the text \"This is my text.\" aligned to the left starting from the date and time 6:00 pm on October 1, 2019 (`x=\"201910011800\"`) and at temperature `y=42`. Notice that the `x` coordinate is passed as a text following the formatting in the original data."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Changing the axis ranges**\n",
    "\n",
    "In some cases you may want to plot only a subset of the data you are working with. You can modify the range of values that are plotted by definiing the axis ranges. Changing the plot axes can be done using the `xlim` and `ylim` parameters of the `plot()` function, where `xmin` is the minimum bound of the x-axis, `xmax` is the maximum bound, and the same goes for the y-axis with `ymin` and `ymax`. For example, adding\n",
    "\n",
    "```python\n",
    "ax.plot(\n",
    "    ...\n",
    "    xlim=[\"201910011500\", \"201910012200\"],\n",
    "    ylim=[38, 44]\n",
    ")\n",
    "```\n",
    "\n",
    "to the parameter list for `ax.plot()` would change the x-axis range to 3:00 pm to 10:00 pm on October 1, 2019 and the y-axis range to 38 to 44 degrees.\n",
    "\n",
    "It is also possible to use the `datetime` library to make it somewhat easier to format ranges when defining axis limits. The benefit is that it can be more clear to define dates in the `datetime` format as opposed to a long text string. As an example, we could define the same date ranges as above using the format below. Note that we must first import the `datetime` library before using it.\n",
    "\n",
    "```python\n",
    "from datetime import datetime\n",
    "\n",
    "# Use datetime to define axis limits\n",
    "xmin = datetime(2019, 10, 1, 15)\n",
    "xmax = datetime(2019, 10, 1, 22)\n",
    "\n",
    "...\n",
    "ax.plot(\n",
    "    ...\n",
    "    xlim=[xmin, xmax]\n",
    ")\n",
    "```\n",
    "\n",
    "In this case, 3:00 pm on October 1, 2019 is defined by `datetime(2019, 10, 1, 15)` using the datetime library. In this format we are able to specify a set of comma-separated values for the year, month, day, hour, minute, seconds, and microseconds to define a date. If only year, month, and day are given, datetime assumes the time on that day is midnight at the start of the day.\n",
    "\n",
    "\n",
    "Defining axis ranges this way is handy becaues it will adjust the range of values shown on the plot, but not alter the source data in any way. This can be quite nice when exploring your datasets."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Adding a legend**\n",
    "\n",
    "The final example of a common plot feature we can add is a legend. The legend allows you to provide some additional information about the lines, points, or other features of a plot, and adding a legend is quite simple. To do so, we need to add two things: a `label` parameter in the plot function that lists the text that should be displayed in the legend, and a call to the `legend()` function to display the plot legend. For example, adding the following to the plot will add and display a legend.\n",
    "\n",
    "```python\n",
    "ax.plot(\n",
    "    ...\n",
    "    label=\"Observed temperature\"\n",
    ")\n",
    "ax.legend()\n",
    "```\n",
    "\n",
    "This would add the label \"Observed temperature\" to the legend for the line formatted using the `ax.plot()` function. The legend can be displayed by adding `ax.legend()` to the code.\n",
    "\n",
    "Note that by default the legend will automatically be positioned in the top right corner of a plot, or in a location where it minimizes interference with other plot elements. The location of the legend can be controlled using the `loc` parameter in the call to the `legend()` function. The [matplotlib documentation](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.legend.html) [^matplotlib-legend] contains more information about how to control the location of the plot legend."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**The modified example plot**\n",
    "\n",
    "Based on the additions above (changing the figure size, adding text to the plot, etc.), the modified plot can be generated using the code below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x1697b10f0>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from datetime import datetime\n",
    "\n",
    "# Use xlim and ylim to define the axis ranges\n",
    "xmin, xmax = datetime(2019, 10, 1, 15), datetime(2019, 10, 1, 22)\n",
    "ymin, ymax = 38, 44\n",
    "\n",
    "ax = oct1_temps.plot(\n",
    "    style=\"ko--\",\n",
    "    title=\"Helsinki-Vantaa temperatures\",\n",
    "    xlabel=\"Date\",\n",
    "    ylabel=\"Temperature [°F]\",\n",
    "    xlim=[xmin, xmax],\n",
    "    ylim=[ymin, ymax],\n",
    "    label=\"Observed temperature\",\n",
    "    figsize=(12, 6),\n",
    ")\n",
    "\n",
    "# Add text to plot\n",
    "x, y = \"201910011800\", 42\n",
    "ax.text(x, y, \"This is my text.\")\n",
    "\n",
    "# Display plot legend\n",
    "ax.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "_**Figure 4.6**. A plot of the example temperature data further modified with additional formatting and reduced axis ranges._\n",
    "\n",
    "As you can see, we now have a more informative plot with only a few changes in the plotting code."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Dealing with datetime axes\n",
    "\n",
    "One issue we will encounter both with placing text on the plot and changing the axis ranges is the datetime index for our DataFrame. In order to do either thing, we need to define x-values using a datetime object. The easiest way to do this is to use the pandas `pd.to_datetime()` function, which converts a character string date to a datetime object. For example, we can convert 13:00 on October 1, 2019 from the character string `'201910011300'` to a datetime equivalent by typing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Timestamp('2019-10-01 13:00:00')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.to_datetime(\"201910011300\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "With this datetime issue in mind, let's now create a modified version of the plot above. In this plot we can\n",
    "\n",
    "1. Limit our time range to 12:00 to 15:00 on October 1, 2019\n",
    "2. Only look at temperatures between 40-46° Fahrenheit\n",
    "3. Add text to note the coldest part of the early afternoon"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x1698479a0>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Define dates\n",
    "start_time = pd.to_datetime(\"201910011200\")\n",
    "end_time = pd.to_datetime(\"201910011500\")\n",
    "cold_time = pd.to_datetime(\"201910011205\")\n",
    "\n",
    "# Adjust axis limits\n",
    "ax = oct1_temps.plot(\n",
    "    style=\"ko--\",\n",
    "    title=\"Helsinki-Vantaa temperatures\",\n",
    "    xlabel=\"Date\",\n",
    "    ylabel=\"Temperature [°F]\",\n",
    "    xlim=[start_time, end_time],\n",
    "    ylim=[40.0, 46.0],\n",
    "    label=\"Observed temperature\",\n",
    "    figsize=(12, 6),\n",
    ")\n",
    "\n",
    "# Add plot text\n",
    "ax.text(cold_time, 42.0, \"<- Coldest temperature in early afternoon\")\n",
    "ax.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "_**Figure 4.7**. A plot of the example temperature data further modified with additional formatting and reduced axis ranges._"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Question 4.1\n",
    "\n",
    "Create a line plot similar to the examples above with the following attributes:\n",
    "    \n",
    "- Temperature data from 18:00-24:00 on October 1, 2019\n",
    "- A dotted red line connecting the observations (do not show the data points)\n",
    "- A title that reads \"Evening temperatures at Helsinki-Vantaa on October 1, 2019\"\n",
    "- A text label indicating the warmest temperature in the evening"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "tags": [
     "remove_cell"
    ]
   },
   "outputs": [],
   "source": [
    "# Use this cell to enter your solution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "tags": [
     "hide-cell",
     "remove_book_cell"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x1698693c0>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Solution\n",
    "\n",
    "# Define dates\n",
    "start_time = pd.to_datetime(\"201910011800\")\n",
    "end_time = pd.to_datetime(\"201910020000\")\n",
    "warm_time = pd.to_datetime(\"201910012055\")\n",
    "\n",
    "# Adjust axis limits\n",
    "ax = oct1_temps.plot(\n",
    "    style=\"k--\",\n",
    "    title=\"Helsinki-Vantaa temperatures\",\n",
    "    xlabel=\"Date\",\n",
    "    ylabel=\"Temperature [°F]\",\n",
    "    xlim=[start_time, end_time],\n",
    "    ylim=[35.0, 44.0],\n",
    "    label=\"Observed temperature\",\n",
    "    figsize=(12, 6),\n",
    ")\n",
    "\n",
    "# Add plot text\n",
    "ax.text(warm_time, 43.0, \"Warmest temperature in the evening ->\")\n",
    "ax.legend(loc=4)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Bar plots in pandas\n",
    "\n",
    "In addition to line plots, there are many other options for plotting in pandas.\n",
    "Bar plots are one option, which can be used quite similarly to line plots with the addition of the `kind=bar` parameter.\n",
    "Note that it is easiest to plot our selected time range for a bar plot by selecting the dates in our data series first, rather than adjusting the plot limits. Pandas sees bar plot data as categorical, so the date range is more difficult to define for x-axis limits. For the y-axis, we can still define its range using the `ylim=[ymin, ymax]` parameter. Similarly, text placement on a bar plot is more difficult, and most easily done using the index value of the bar where the text should be placed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x169946380>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "oct1_afternoon = oct1_temps.loc[oct1_temps.index <= \"201910011500\"]\n",
    "\n",
    "# Plot temperature data as a bar plot\n",
    "ax = oct1_afternoon.plot(\n",
    "    kind=\"bar\",\n",
    "    title=\"Helsinki-Vantaa temperatures\",\n",
    "    xlabel=\"Date\",\n",
    "    ylabel=\"Temperature [°F]\",\n",
    "    ylim=[40, 46],\n",
    "    label=\"Observed temperature\",\n",
    "    figsize=(12, 6),\n",
    ")\n",
    "\n",
    "ax.text(0, 42.1, \"Coldest \\ntemp \\nv\")\n",
    "ax.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "_**Figure 4.8**. A bar plot using pandas with the example temperature data._\n",
    "\n",
    "You can find more about how to format bar charts on the [pandas documentation website](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.plot.bar.html) [^pandas-docs]."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Saving your plots as image files\n",
    "\n",
    "Saving plots created using pandas can be done in several ways.\n",
    "The recommendation for use outside of Jupyter notebooks is to use Matplotlib's `plt.savefig()` function.\n",
    "When using `plt.savefig()`, you simply give a list of commands to generate a plot and include `plt.savefig()` with some parameters as the last command in the Python cell.\n",
    "The file name is required, and the image format will be determined based on the listed file extension.\n",
    "\n",
    "Matplotlib plots can be saved in a number of useful file formats, including PNG, PDF, and EPS.\n",
    "PNG is a nice format for raster images, and EPS is probably easiest to use for vector graphics.\n",
    "Let's check out an example of how to save our lovely bar plot.\n",
    "\n",
    "```python\n",
    "oct1_afternoon = oct1_temps.loc[oct1_temps.index <= \"201910011500\"]\n",
    "\n",
    "ax = oct1_afternoon.plot(\n",
    "    kind=\"bar\",\n",
    "    title=\"Helsinki-Vantaa temperatures\",\n",
    "    xlabel=\"Date\",\n",
    "    ylabel=\"Temperature [°F]\",\n",
    "    ylim=[40, 46],\n",
    "    label=\"Observed temperature\",\n",
    "    figsize=(12, 6),\n",
    ")\n",
    "\n",
    "ax.text(0, 42.1, \"Coldest \\ntemp \\nv\")\n",
    "ax.legend()\n",
    "\n",
    "# Write figure to PNG file\n",
    "plt.savefig(\"bar-plot.png\")\n",
    "```\n",
    "\n",
    "The commands above would both plot the figure and save a copy in a raster image titled `bar-plot.png`. If working in the JupyterLab environment, you would see the new plot file in the file browser on the left side of the notebook window.\n",
    "\n",
    "Just to demonstrate once again, we can save another version of the plot at a higher resolution with a minor change to the plot commands above.\n",
    "\n",
    "```python\n",
    "oct1_afternoon = oct1_temps.loc[oct1_temps.index <= \"201910011500\"]\n",
    "\n",
    "ax = oct1_afternoon.plot(\n",
    "    kind=\"bar\",\n",
    "    title=\"Helsinki-Vantaa temperatures\",\n",
    "    xlabel=\"Date\",\n",
    "    ylabel=\"Temperature [°F]\",\n",
    "    ylim=[40, 46],\n",
    "    label=\"Observed temperature\",\n",
    "    figsize=(12, 6),\n",
    ")\n",
    "\n",
    "ax.text(0, 42.1, \"Coldest \\ntemp \\nv\")\n",
    "ax.legend()\n",
    "\n",
    "# Write figure to PDF file with 600 dpi resolution\n",
    "plt.savefig(\"bar-plot-hi-res.pdf\", dpi=600)\n",
    "```\n",
    "\n",
    "This would save the output plot as a PDF file with a resolution of 600 dots per inch."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Interactive plotting, a teaser\n",
    "\n",
    "We have seen in the previous parts of this chapter that there are many ways to configure and visualize data using Python. Up to this point, however, we have focussed on static visualizations in Jupyter notebooks or those saved as images. As you might imagine, there are numerous Python options to also create interactive visualizations that allow those viewing them to dive deeper into the data and explore. Interactive visualizations are increasingly popular online, and here we provide a brief example of how to create an interactive visualization using the data we have already plotted above. In this example, we will be using the hvPlot library [^hvplot], which we will return to using later in Part 2 of this book.\n",
    "\n",
    "hvPlot is a high-level plotting package that can accept several different common Python data types and plot them using using the bokeh visualization library [^bokeh]. The great thing with hvPlot is that it takes almost no effort to move from plotting in pandas to creating interactive plots. We can explore this in the following example.\n",
    "\n",
    "Let us start by importing the pandas submodule of hvPlot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "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 finished\");\n",
       "  }\n",
       "\n",
       "  function load_libs(css_urls, js_urls, js_modules, callback) {\n",
       "    if (css_urls == null) css_urls = [];\n",
       "    if (js_urls == null) js_urls = [];\n",
       "    if (js_modules == null) js_modules = [];\n",
       "\n",
       "    root._bokeh_onload_callbacks.push(callback);\n",
       "    if (root._bokeh_is_loading > 0) {\n",
       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "      return null;\n",
       "    }\n",
       "    if (js_urls.length === 0 && js_modules.length === 0) {\n",
       "      run_callbacks();\n",
       "      return null;\n",
       "    }\n",
       "    console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "\n",
       "    function on_load() {\n",
       "      root._bokeh_is_loading--;\n",
       "      if (root._bokeh_is_loading === 0) {\n",
       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
       "        run_callbacks()\n",
       "      }\n",
       "    }\n",
       "\n",
       "    function on_error() {\n",
       "      console.error(\"failed to load \" + url);\n",
       "    }\n",
       "\n",
       "    for (var i = 0; i < css_urls.length; i++) {\n",
       "      var url = css_urls[i];\n",
       "      const element = document.createElement(\"link\");\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.rel = \"stylesheet\";\n",
       "      element.type = \"text/css\";\n",
       "      element.href = url;\n",
       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
       "      document.body.appendChild(element);\n",
       "    }\n",
       "\n",
       "    var skip = [];\n",
       "    if (window.requirejs) {\n",
       "      window.requirejs.config({'packages': {}, 'paths': {'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@4.2.5/dist/gridstack-h5', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'gridstack': {'exports': 'GridStack'}}});\n",
       "      require([\"gridstack\"], function(GridStack) {\n",
       "\twindow.GridStack = GridStack\n",
       "\ton_load()\n",
       "      })\n",
       "      require([\"notyf\"], function() {\n",
       "\ton_load()\n",
       "      })\n",
       "      root._bokeh_is_loading = css_urls.length + 2;\n",
       "    } else {\n",
       "      root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length;\n",
       "    }    if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n",
       "      var urls = ['https://cdn.holoviz.org/panel/0.14.3/dist/bundled/gridstack/gridstack@4.2.5/dist/gridstack-h5.js'];\n",
       "      for (var i = 0; i < urls.length; i++) {\n",
       "        skip.push(urls[i])\n",
       "      }\n",
       "    }    if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n",
       "      var urls = ['https://cdn.holoviz.org/panel/0.14.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n",
       "      for (var i = 0; i < urls.length; i++) {\n",
       "        skip.push(urls[i])\n",
       "      }\n",
       "    }    for (var i = 0; i < js_urls.length; i++) {\n",
       "      var url = js_urls[i];\n",
       "      if (skip.indexOf(url) >= 0) {\n",
       "\tif (!window.requirejs) {\n",
       "\t  on_load();\n",
       "\t}\n",
       "\tcontinue;\n",
       "      }\n",
       "      var element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.src = url;\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "    for (var i = 0; i < js_modules.length; i++) {\n",
       "      var url = js_modules[i];\n",
       "      if (skip.indexOf(url) >= 0) {\n",
       "\tif (!window.requirejs) {\n",
       "\t  on_load();\n",
       "\t}\n",
       "\tcontinue;\n",
       "      }\n",
       "      var element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error;\n",
       "      element.async = false;\n",
       "      element.src = url;\n",
       "      element.type = \"module\";\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "    if (!js_urls.length && !js_modules.length) {\n",
       "      on_load()\n",
       "    }\n",
       "  };\n",
       "\n",
       "  function inject_raw_css(css) {\n",
       "    const element = document.createElement(\"style\");\n",
       "    element.appendChild(document.createTextNode(css));\n",
       "    document.body.appendChild(element);\n",
       "  }\n",
       "\n",
       "  var js_urls = [];\n",
       "  var js_modules = [];\n",
       "  var css_urls = [];\n",
       "  var inline_js = [    function(Bokeh) {\n",
       "      inject_raw_css(\".bk.debugger-card {\\n  border: 1px solid rgba(0,0,0,1);\\n  color: rgba(255,255,255,1);\\n  background-color: rgba(0,0,0,1);\\n  border-radius: 0rem;\\n}\\n.bk.debugger-card-header {\\n  align-items: center;\\n  text-align: left;\\n  background-color: rgba(0, 0, 0, 1)!important;\\n  color: rgba(255, 255, 255, 1);\\n  border-radius: 0rem;\\n  display: inline-flex;\\n  justify-content: start;\\n  width: 100%;\\n}\\n.bk.debugger-card-button {\\n  background-color: transparent;\\n  color: rgba(255, 255, 255, 1);\\n  margin-left: 0.5em;\\n}\\n.bk.debugger-card-title {\\n  align-items: center;\\n  text-align: left;\\n  color: rgba(255, 255, 255, 1);\\n  font-size: 1em;\\n  overflow-wrap: break-word;\\n}\\n\\n/* Special debugger buttons for clearing and saving */\\n.bk button.special_btn {\\n    width: 25px;\\n    height: 25px;\\n    background-color: black;\\n    color: white;\\n    display: inline-block;\\n}\\n\\n\\n.bk button.special_btn .tooltiptext {\\n  visibility: hidden;\\n  width: 100px;\\n  background-color: darkgray;\\n  color: #fff;\\n  text-align: center;\\n  border-radius: 6px;\\n  padding: 5px 0;\\n\\n  /* Position the tooltip */\\n  position: relative;\\n  z-index: 1;\\n  top: 100%;\\n  left: 100%;\\n  margin-left: -100px;\\n  display: block;\\n}\\n\\n.bk button.special_btn:hover .tooltiptext {\\n  visibility: visible;\\n}\\n\\n\\n\\n.bk button.clear_btn:hover .shown { display: none;}\\n.bk button.clear_btn:hover:before { content: \\\"\\u2611\\\"; }\\n\");\n",
       "    },    function(Bokeh) {\n",
       "      inject_raw_css(\".bk.alert {\\n    padding: 0.75rem 1.25rem;\\n    border: 1px solid transparent;\\n    border-radius: 0.25rem;\\n    /* Don't set margin because that will not render correctly! */\\n    /* margin-bottom: 1rem; */\\n    margin-top: 15px;\\n    margin-bottom: 15px;\\n}\\n.bk.alert a {\\n    color: rgb(11, 46, 19); /* #002752; */\\n    font-weight: 700;\\n    text-decoration: rgb(11, 46, 19);\\n    text-decoration-color: rgb(11, 46, 19);\\n    text-decoration-line: none;\\n    text-decoration-style: solid;\\n    text-decoration-thickness: auto;\\n  }\\n.bk.alert a:hover {\\n    color: rgb(11, 46, 19);\\n    font-weight: 700;\\n    text-decoration: underline;\\n}\\n\\n.bk.alert-primary {\\n    color: #004085;\\n    background-color: #cce5ff;\\n    border-color: #b8daff;\\n}\\n.bk.alert-primary hr {\\n    border-top-color: #9fcdff;\\n}\\n\\n.bk.alert-secondary {\\n    color: #383d41;\\n    background-color: #e2e3e5;\\n    border-color: #d6d8db;\\n  }\\n.bk.alert-secondary hr {\\n    border-top-color: #c8cbcf;\\n}\\n\\n.bk.alert-success {\\n    color: #155724;\\n    background-color: #d4edda;\\n    border-color: #c3e6cb;\\n  }\\n\\n.bk.alert-success hr {\\n    border-top-color: #b1dfbb;\\n}\\n\\n.bk.alert-info {\\n    color: #0c5460;\\n    background-color: #d1ecf1;\\n    border-color: #bee5eb;\\n  }\\n.bk.alert-info hr {\\n    border-top-color: #abdde5;\\n}\\n\\n.bk.alert-warning {\\n    color: #856404;\\n    background-color: #fff3cd;\\n    border-color: #ffeeba;\\n  }\\n\\n.bk.alert-warning hr {\\n    border-top-color: #ffe8a1;\\n}\\n\\n.bk.alert-danger {\\n    color: #721c24;\\n    background-color: #f8d7da;\\n    border-color: #f5c6cb;\\n}\\n.bk.alert-danger hr {\\n    border-top-color: #f1b0b7;\\n}\\n\\n.bk.alert-light {\\n    color: #818182;\\n    background-color: #fefefe;\\n    border-color: #fdfdfe;\\n  }\\n.bk.alert-light hr {\\n    border-top-color: #ececf6;\\n}\\n\\n.bk.alert-dark {\\n    color: #1b1e21;\\n    background-color: #d6d8d9;\\n    border-color: #c6c8ca;\\n  }\\n.bk.alert-dark hr {\\n    border-top-color: #b9bbbe;\\n}\\n\\n\\n/* adjf\\u00e6l */\\n\\n.bk.alert-primary a {\\n    color: #002752;\\n}\\n\\n.bk.alert-secondary a {\\n    color: #202326;\\n}\\n\\n\\n.bk.alert-success a {\\n    color: #0b2e13;\\n}\\n\\n\\n.bk.alert-info a {\\n    color: #062c33;\\n}\\n\\n\\n.bk.alert-warning a {\\n    color: #533f03;\\n}\\n\\n\\n.bk.alert-danger a {\\n    color: #491217;\\n}\\n\\n.bk.alert-light a {\\n    color: #686868;\\n}\\n\\n.bk.alert-dark a {\\n    color: #040505;\\n}\\n\");\n",
       "    },    function(Bokeh) {\n",
       "      inject_raw_css(\".bk.card {\\n  border: 1px solid rgba(0,0,0,.125);\\n  border-radius: 0.25rem;\\n}\\n.bk.accordion {\\n  border: 1px solid rgba(0,0,0,.125);\\n}\\n.bk.card-header {\\n  align-items: center;\\n  background-color: rgba(0, 0, 0, 0.03);\\n  border-radius: 0.25rem;\\n  display: inline-flex;\\n  justify-content: start;\\n  width: 100%;\\n}\\n.bk.accordion-header {\\n  align-items: center;\\n  background-color: rgba(0, 0, 0, 0.03);\\n  border-radius: 0;\\n  display: flex;\\n  justify-content: start;\\n  width: 100%;\\n}\\n.bk.card-button {\\n  background-color: transparent;\\n  margin-left: 0.5em;\\n}\\n.bk.card-header-row {\\n  position: relative !important;\\n}\\n.bk.card-title {\\n  align-items: center;\\n  font-size: 1.4em;\\n  font-weight: bold;\\n  overflow-wrap: break-word;\\n}\\n.bk.card-header-row > .bk {\\n  overflow-wrap: break-word;\\n  text-align: center;\\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(\".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(\".json-formatter-row {\\n  font-family: monospace;\\n}\\n.json-formatter-row,\\n.json-formatter-row a,\\n.json-formatter-row a:hover {\\n  color: black;\\n  text-decoration: none;\\n}\\n.json-formatter-row .json-formatter-row {\\n  margin-left: 1rem;\\n}\\n.json-formatter-row .json-formatter-children.json-formatter-empty {\\n  opacity: 0.5;\\n  margin-left: 1rem;\\n}\\n.json-formatter-row .json-formatter-children.json-formatter-empty:after {\\n  display: none;\\n}\\n.json-formatter-row .json-formatter-children.json-formatter-empty.json-formatter-object:after {\\n  content: \\\"No properties\\\";\\n}\\n.json-formatter-row .json-formatter-children.json-formatter-empty.json-formatter-array:after {\\n  content: \\\"[]\\\";\\n}\\n.json-formatter-row .json-formatter-string,\\n.json-formatter-row .json-formatter-stringifiable {\\n  color: green;\\n  white-space: pre;\\n  word-wrap: break-word;\\n}\\n.json-formatter-row .json-formatter-number {\\n  color: blue;\\n}\\n.json-formatter-row .json-formatter-boolean {\\n  color: red;\\n}\\n.json-formatter-row .json-formatter-null {\\n  color: #855A00;\\n}\\n.json-formatter-row .json-formatter-undefined {\\n  color: #ca0b69;\\n}\\n.json-formatter-row .json-formatter-function {\\n  color: #FF20ED;\\n}\\n.json-formatter-row .json-formatter-date {\\n  background-color: rgba(0, 0, 0, 0.05);\\n}\\n.json-formatter-row .json-formatter-url {\\n  text-decoration: underline;\\n  color: blue;\\n  cursor: pointer;\\n}\\n.json-formatter-row .json-formatter-bracket {\\n  color: blue;\\n}\\n.json-formatter-row .json-formatter-key {\\n  color: #00008B;\\n  padding-right: 0.2rem;\\n}\\n.json-formatter-row .json-formatter-toggler-link {\\n  cursor: pointer;\\n}\\n.json-formatter-row .json-formatter-toggler {\\n  line-height: 1.2rem;\\n  font-size: 0.7rem;\\n  vertical-align: middle;\\n  opacity: 0.6;\\n  cursor: pointer;\\n  padding-right: 0.2rem;\\n}\\n.json-formatter-row .json-formatter-toggler:after {\\n  display: inline-block;\\n  transition: transform 100ms ease-in;\\n  content: \\\"\\\\25BA\\\";\\n}\\n.json-formatter-row > a > .json-formatter-preview-text {\\n  opacity: 0;\\n  transition: opacity 0.15s ease-in;\\n  font-style: italic;\\n}\\n.json-formatter-row:hover > a > .json-formatter-preview-text {\\n  opacity: 0.6;\\n}\\n.json-formatter-row.json-formatter-open > .json-formatter-toggler-link .json-formatter-toggler:after {\\n  transform: rotate(90deg);\\n}\\n.json-formatter-row.json-formatter-open > .json-formatter-children:after {\\n  display: inline-block;\\n}\\n.json-formatter-row.json-formatter-open > a > .json-formatter-preview-text {\\n  display: none;\\n}\\n.json-formatter-row.json-formatter-open.json-formatter-empty:after {\\n  display: block;\\n}\\n.json-formatter-dark.json-formatter-row {\\n  font-family: monospace;\\n}\\n.json-formatter-dark.json-formatter-row,\\n.json-formatter-dark.json-formatter-row a,\\n.json-formatter-dark.json-formatter-row a:hover {\\n  color: white;\\n  text-decoration: none;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-row {\\n  margin-left: 1rem;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-children.json-formatter-empty {\\n  opacity: 0.5;\\n  margin-left: 1rem;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-children.json-formatter-empty:after {\\n  display: none;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-children.json-formatter-empty.json-formatter-object:after {\\n  content: \\\"No properties\\\";\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-children.json-formatter-empty.json-formatter-array:after {\\n  content: \\\"[]\\\";\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-string,\\n.json-formatter-dark.json-formatter-row .json-formatter-stringifiable {\\n  color: #31F031;\\n  white-space: pre;\\n  word-wrap: break-word;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-number {\\n  color: #66C2FF;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-boolean {\\n  color: #EC4242;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-null {\\n  color: #EEC97D;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-undefined {\\n  color: #ef8fbe;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-function {\\n  color: #FD48CB;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-date {\\n  background-color: rgba(255, 255, 255, 0.05);\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-url {\\n  text-decoration: underline;\\n  color: #027BFF;\\n  cursor: pointer;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-bracket {\\n  color: #9494FF;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-key {\\n  color: #23A0DB;\\n  padding-right: 0.2rem;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-toggler-link {\\n  cursor: pointer;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-toggler {\\n  line-height: 1.2rem;\\n  font-size: 0.7rem;\\n  vertical-align: middle;\\n  opacity: 0.6;\\n  cursor: pointer;\\n  padding-right: 0.2rem;\\n}\\n.json-formatter-dark.json-formatter-row .json-formatter-toggler:after {\\n  display: inline-block;\\n  transition: transform 100ms ease-in;\\n  content: \\\"\\\\25BA\\\";\\n}\\n.json-formatter-dark.json-formatter-row > a > .json-formatter-preview-text {\\n  opacity: 0;\\n  transition: opacity 0.15s ease-in;\\n  font-style: italic;\\n}\\n.json-formatter-dark.json-formatter-row:hover > a > .json-formatter-preview-text {\\n  opacity: 0.6;\\n}\\n.json-formatter-dark.json-formatter-row.json-formatter-open > .json-formatter-toggler-link .json-formatter-toggler:after {\\n  transform: rotate(90deg);\\n}\\n.json-formatter-dark.json-formatter-row.json-formatter-open > .json-formatter-children:after {\\n  display: inline-block;\\n}\\n.json-formatter-dark.json-formatter-row.json-formatter-open > a > .json-formatter-preview-text {\\n  display: none;\\n}\\n.json-formatter-dark.json-formatter-row.json-formatter-open.json-formatter-empty:after {\\n  display: block;\\n}\\n\");\n",
       "    },    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(\"table.panel-df {\\n    margin-left: auto;\\n    margin-right: auto;\\n    border: none;\\n    border-collapse: collapse;\\n    border-spacing: 0;\\n    color: black;\\n    font-size: 12px;\\n    table-layout: fixed;\\n    width: 100%;\\n}\\n\\n.panel-df tr, .panel-df th, .panel-df td {\\n    text-align: right;\\n    vertical-align: middle;\\n    padding: 0.5em 0.5em !important;\\n    line-height: normal;\\n    white-space: normal;\\n    max-width: none;\\n    border: none;\\n}\\n\\n.panel-df tbody {\\n    display: table-row-group;\\n    vertical-align: middle;\\n    border-color: inherit;\\n}\\n\\n.panel-df tbody tr:nth-child(odd) {\\n    background: #f5f5f5;\\n}\\n\\n.panel-df thead {\\n    border-bottom: 1px solid black;\\n    vertical-align: bottom;\\n}\\n\\n.panel-df tr:hover {\\n    background: lightblue !important;\\n    cursor: pointer;\\n}\\n\");\n",
       "    },    function(Bokeh) {\n",
       "      inject_raw_css(\"\\n    .bk.pn-loading.arc:before {\\n      background-image: url(\\\"data:image/svg+xml;base64,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\\\");\\n      background-size: auto calc(min(50%, 400px));\\n    }\\n    \");\n",
       "    },    function(Bokeh) {\n",
       "      /* BEGIN bokeh.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",
       "        const bokeh = factory();\n",
       "        bokeh.__bokeh__ = true;\n",
       "        if (typeof root.Bokeh === \"undefined\" || typeof root.Bokeh.__bokeh__ === \"undefined\") {\n",
       "          root.Bokeh = bokeh;\n",
       "        }\n",
       "        const Bokeh = root.Bokeh;\n",
       "        Bokeh[bokeh.version] = bokeh;\n",
       "      })(this, function() {\n",
       "        let define;\n",
       "        const parent_require = typeof require === \"function\" && require\n",
       "        return (function(modules, entry, aliases, externals) {\n",
       "        if (aliases === undefined) aliases = {};\n",
       "        if (externals === undefined) externals = {};\n",
       "\n",
       "        const cache = {};\n",
       "\n",
       "        const normalize = function(name) {\n",
       "          if (typeof name === \"number\")\n",
       "            return name;\n",
       "\n",
       "          if (name === \"bokehjs\")\n",
       "            return entry;\n",
       "\n",
       "          if (!externals[name]) {\n",
       "            const prefix = \"@bokehjs/\"\n",
       "            if (name.slice(0, prefix.length) === prefix)\n",
       "              name = name.slice(prefix.length)\n",
       "          }\n",
       "\n",
       "          const alias = aliases[name]\n",
       "          if (alias != null)\n",
       "            return alias;\n",
       "\n",
       "          const trailing = name.length > 0 && name[name.lenght-1] === \"/\";\n",
       "          const index = aliases[name + (trailing ? \"\" : \"/\") + \"index\"];\n",
       "          if (index != null)\n",
       "            return index;\n",
       "\n",
       "          return name;\n",
       "        }\n",
       "\n",
       "        const require = function(name) {\n",
       "          let mod = cache[name];\n",
       "          if (!mod) {\n",
       "            const id = normalize(name);\n",
       "\n",
       "            mod = cache[id];\n",
       "            if (!mod) {\n",
       "              if (!modules[id]) {\n",
       "                if (externals[id] === false || (externals[id] == true && parent_require)) {\n",
       "                  try {\n",
       "                    mod = {exports: externals[id] ? parent_require(id) : {}};\n",
       "                    cache[id] = cache[name] = mod;\n",
       "                    return mod.exports;\n",
       "                  } catch (e) {}\n",
       "                }\n",
       "\n",
       "                const err = new Error(\"Cannot find module '\" + name + \"'\");\n",
       "                err.code = 'MODULE_NOT_FOUND';\n",
       "                throw err;\n",
       "              }\n",
       "\n",
       "              mod = {exports: {}};\n",
       "              cache[id] = cache[name] = mod;\n",
       "\n",
       "              function __esModule() {\n",
       "                Object.defineProperty(mod.exports, \"__esModule\", {value: true});\n",
       "              }\n",
       "\n",
       "              function __esExport(name, value) {\n",
       "                Object.defineProperty(mod.exports, name, {\n",
       "                  enumerable: true, get: function () { return value; }\n",
       "                });\n",
       "              }\n",
       "\n",
       "              modules[id].call(mod.exports, require, mod, mod.exports, __esModule, __esExport);\n",
       "            } else {\n",
       "              cache[name] = mod;\n",
       "            }\n",
       "          }\n",
       "\n",
       "          return mod.exports;\n",
       "        }\n",
       "        require.resolve = function(name) {\n",
       "          return \"\"\n",
       "        }\n",
       "\n",
       "        const main = require(entry);\n",
       "        main.require = require;\n",
       "\n",
       "        if (typeof Proxy !== \"undefined\") {\n",
       "          // allow Bokeh.loader[\"@bokehjs/module/name\"] syntax\n",
       "          main.loader = new Proxy({}, {\n",
       "            get: function(_obj, module) {\n",
       "              return require(module);\n",
       "            }\n",
       "          });\n",
       "        }\n",
       "\n",
       "        main.register_plugin = function(plugin_modules, plugin_entry, plugin_aliases, plugin_externals) {\n",
       "          if (plugin_aliases === undefined) plugin_aliases = {};\n",
       "          if (plugin_externals === undefined) plugin_externals = {};\n",
       "\n",
       "          for (let name in plugin_modules) {\n",
       "            modules[name] = plugin_modules[name];\n",
       "          }\n",
       "\n",
       "          for (let name in plugin_aliases) {\n",
       "            aliases[name] = plugin_aliases[name];\n",
       "          }\n",
       "\n",
       "          for (let name in plugin_externals) {\n",
       "            externals[name] = plugin_externals[name];\n",
       "          }\n",
       "\n",
       "          const plugin = require(plugin_entry);\n",
       "\n",
       "          for (let name in plugin) {\n",
       "            main[name] = plugin[name];\n",
       "          }\n",
       "\n",
       "          return plugin;\n",
       "        }\n",
       "\n",
       "        return main;\n",
       "      })\n",
       "      ([\n",
       "      function _(t,_,n,o,r){o();(0,t(1).__exportStar)(t(2),n)},\n",
       "      function _(t,e,r,n,o){n();var a=function(t,e){return a=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(t,e){t.__proto__=e}||function(t,e){for(var r in e)Object.prototype.hasOwnProperty.call(e,r)&&(t[r]=e[r])},a(t,e)};r.__extends=function(t,e){if(\"function\"!=typeof e&&null!==e)throw new TypeError(\"Class extends value \"+String(e)+\" is not a constructor or null\");function r(){this.constructor=t}a(t,e),t.prototype=null===e?Object.create(e):(r.prototype=e.prototype,new r)};function i(t){var e=\"function\"==typeof Symbol&&Symbol.iterator,r=e&&t[e],n=0;if(r)return r.call(t);if(t&&\"number\"==typeof t.length)return{next:function(){return t&&n>=t.length&&(t=void 0),{value:t&&t[n++],done:!t}}};throw new TypeError(e?\"Object is not iterable.\":\"Symbol.iterator is not defined.\")}function c(t,e){var r=\"function\"==typeof Symbol&&t[Symbol.iterator];if(!r)return t;var n,o,a=r.call(t),i=[];try{for(;(void 0===e||e-- 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       "      function _(e,o,t,n,s){n();const d=e(5),r=e(19),_=e(34),c=e(13),i=e(8),a=e(16),u=e(397),l=e(399),m=e(398);var f=e(397);s(\"add_document_standalone\",f.add_document_standalone),s(\"index\",f.index),s(\"add_document_from_session\",e(399).add_document_from_session);var g=e(404);async function w(e,o,t,n){(0,i.isString)(e)&&(e=JSON.parse((0,_.unescape)(e)));const s={};for(const[o,t]of(0,c.entries)(e))s[o]=d.Document.from_json(t);const a=[];for(const e of o){const o=(0,m._resolve_element)(e),d=(0,m._resolve_root_elements)(e);if(null!=e.docid)a.push(await(0,u.add_document_standalone)(s[e.docid],o,d,e.use_for_title));else{if(null==e.token)throw new Error(\"Error rendering Bokeh items: either 'docid' or 'token' was expected.\");{const s=(0,l._get_ws_url)(t,n);r.logger.debug(`embed: computed ws url: ${s}`);try{a.push(await(0,l.add_document_from_session)(s,e.token,o,d,e.use_for_title)),console.log(\"Bokeh items were rendered successfully\")}catch(e){console.log(\"Error rendering Bokeh items:\",e)}}}}return a}s(\"embed_items_notebook\",g.embed_items_notebook),s(\"kernels\",g.kernels),s(\"BOKEH_ROOT\",e(398).BOKEH_ROOT),t.embed_item=async function(e,o){const t={},n=(0,_.uuid4)();t[n]=e.doc,null==o&&(o=e.target_id);const s=document.getElementById(o);null!=s&&s.classList.add(m.BOKEH_ROOT);const d={roots:{[e.root_id]:o},root_ids:[e.root_id],docid:n};await(0,a.defer)();const[r]=await w(t,[d]);return r},t.embed_items=async function(e,o,t,n){return await(0,a.defer)(),w(e,o,t,n)}},\n",
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       "      function _(e,t,s,o,n){o();const i=e(1),r=e(7),l=e(3),_=e(19),a=e(251),c=e(14),d=e(30),h=e(15),f=e(17),u=e(31),m=e(29),g=e(9),v=e(13),p=(0,i.__importStar)(e(77)),w=e(26),b=e(8),y=e(309),k=e(75),M=e(53),j=e(396),z=e(35);class S{constructor(e){this.document=e,this.session=null,this.subscribed_models=new Set}send_event(e){const t=new z.MessageSentEvent(this.document,\"bokeh_event\",e.to_json());this.document._trigger_on_change(t)}trigger(e){for(const t of this.subscribed_models)null!=e.origin&&e.origin!=t||t._process_event(e)}}s.EventManager=S,S.__name__=\"EventManager\",s.documents=[],s.DEFAULT_TITLE=\"Bokeh Application\";class E{constructor(e){var t;s.documents.push(this),this._init_timestamp=Date.now(),this._resolver=null!==(t=null==e?void 0:e.resolver)&&void 0!==t?t:new r.ModelResolver,this._title=s.DEFAULT_TITLE,this._roots=[],this._all_models=new Map,this._all_models_freeze_count=0,this._callbacks=new Map,this._message_callbacks=new Map,this.event_manager=new S(this),this.idle=new h.Signal0(this,\"idle\"),this._idle_roots=new WeakMap,this._interactive_timestamp=null,this._interactive_plot=null}get layoutables(){return this._roots.filter((e=>e instanceof y.LayoutDOM))}get is_idle(){for(const e of this.layoutables)if(!this._idle_roots.has(e))return!1;return!0}notify_idle(e){this._idle_roots.set(e,!0),this.is_idle&&(_.logger.info(`document idle at ${Date.now()-this._init_timestamp} ms`),this.event_manager.send_event(new a.DocumentReady),this.idle.emit())}clear(){this._push_all_models_freeze();try{for(;this._roots.length>0;)this.remove_root(this._roots[0])}finally{this._pop_all_models_freeze()}}interactive_start(e,t=null){null==this._interactive_plot&&(this._interactive_plot=e,this._interactive_plot.trigger_event(new a.LODStart)),this._interactive_finalize=t,this._interactive_timestamp=Date.now()}interactive_stop(){null!=this._interactive_plot&&(this._interactive_plot.trigger_event(new a.LODEnd),null!=this._interactive_finalize&&this._interactive_finalize()),this._interactive_plot=null,this._interactive_timestamp=null,this._interactive_finalize=null}interactive_duration(){return null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp}destructively_move(e){if(e===this)throw new Error(\"Attempted to overwrite a document with itself\");e.clear();const t=(0,g.copy)(this._roots);this.clear();for(const e of t)if(null!=e.document)throw new Error(`Somehow we didn't detach ${e}`);if(0!=this._all_models.size)throw new Error(`this._all_models still had stuff in it: ${this._all_models}`);for(const s of t)e.add_root(s);e.set_title(this._title)}_push_all_models_freeze(){this._all_models_freeze_count+=1}_pop_all_models_freeze(){this._all_models_freeze_count-=1,0===this._all_models_freeze_count&&this._recompute_all_models()}_invalidate_all_models(){_.logger.debug(\"invalidating document models\"),0===this._all_models_freeze_count&&this._recompute_all_models()}_recompute_all_models(){let e=new Set;for(const t of this._roots)e=p.union(e,t.references());const t=new Set(this._all_models.values()),s=p.difference(t,e),o=p.difference(e,t),n=new Map;for(const t of e)n.set(t.id,t);for(const e of s)e.detach_document();for(const e of o)e.attach_document(this);this._all_models=n}roots(){return this._roots}add_root(e,t){if(_.logger.debug(`Adding root: ${e}`),!(0,g.includes)(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootAddedEvent(this,e,t))}}remove_root(e,t){const s=this._roots.indexOf(e);if(!(s<0)){this._push_all_models_freeze();try{this._roots.splice(s,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootRemovedEvent(this,e,t))}}title(){return this._title}set_title(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new z.TitleChangedEvent(this,e,t)))}get_model_by_id(e){var t;return null!==(t=this._all_models.get(e))&&void 0!==t?t:null}get_model_by_name(e){const t=[];for(const s of this._all_models.values())s instanceof M.Model&&s.name==e&&t.push(s);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error(`Multiple models are named '${e}'`)}}on_message(e,t){const s=this._message_callbacks.get(e);null==s?this._message_callbacks.set(e,new Set([t])):s.add(t)}remove_on_message(e,t){var s;null===(s=this._message_callbacks.get(e))||void 0===s||s.delete(t)}_trigger_on_message(e,t){const s=this._message_callbacks.get(e);if(null!=s)for(const e of s)e(t)}on_change(e,t=!1){this._callbacks.has(e)||this._callbacks.set(e,t)}remove_on_change(e){this._callbacks.delete(e)}_trigger_on_change(e){for(const[t,s]of this._callbacks)if(!s&&e instanceof 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 0!==o?o:{};let _=t.get(e);null==_&&(_=E._instantiate_object(e,r,l,s),null!=i.subtype&&_.set_subtype(i.subtype)),n.set(_.id,_)}return n}static _resolve_refs(e,t,s,o){function n(e){var i;if((0,f.is_ref)(e)){const o=null!==(i=t.get(e.id))&&void 0!==i?i:s.get(e.id);if(null!=o)return o;throw new Error(`reference ${JSON.stringify(e)} isn't known (not in Document?)`)}if((0,u.is_NDArray_ref)(e)){const{buffer:t,dtype:s,shape:n}=(0,u.decode_NDArray)(e,o);return(0,m.ndarray)(t,{dtype:s,shape:n})}return(0,b.isArray)(e)?function(e){const t=[];for(const s of e)t.push(n(s));return t}(e):(0,b.isPlainObject)(e)?function(e){const t={};for(const[s,o]of(0,v.entries)(e))t[s]=n(o);return t}(e):e}return n(e)}static _initialize_references_json(e,t,s,o){const n=new Map;for(const{id:i,attributes:r}of e){const e=!t.has(i),l=e?s.get(i):t.get(i),_=E._resolve_refs(r,t,s,o);l.setv(_,{silent:!0}),n.set(i,{instance:l,is_new:e})}const i=[],r=new Set;function l(e){if(e instanceof c.HasProps){if(n.has(e.id)&&!r.has(e.id)){r.add(e.id);const{instance:t,is_new:s}=n.get(e.id),{attributes:o}=t;for(const e of(0,v.values)(o))l(e);s&&(t.finalize(),i.push(t))}}else if((0,b.isArray)(e))for(const t of e)l(t);else if((0,b.isPlainObject)(e))for(const t of(0,v.values)(e))l(t)}for(const e of n.values())l(e.instance);for(const e of i)e.connect_signals()}static _event_for_attribute_change(e,t,s,o,n){if(o.get_model_by_id(e.id).property(t).syncable){const i={kind:\"ModelChanged\",model:{id:e.id},attr:t,new:s};return c.HasProps._json_record_references(o,s,n,{recursive:!0}),i}return null}static _events_to_sync_objects(e,t,s,o){const n=Object.keys(e.attributes),i=Object.keys(t.attributes),r=(0,g.difference)(n,i),l=(0,g.difference)(i,n),a=(0,g.intersection)(n,i),c=[];for(const e of r)_.logger.warn(`Server sent key ${e} but we don't seem to have it in our JSON`);for(const n of l){const i=t.attributes[n];c.push(E._event_for_attribute_change(e,n,i,s,o))}for(const n of a){const i=e.attributes[n],r=t.attributes[n];null==i&&null==r||(null==i||null==r?c.push(E._event_for_attribute_change(e,n,r,s,o)):\"data\"==n||(0,w.is_equal)(i,r)||c.push(E._event_for_attribute_change(e,n,r,s,o)))}return c.filter((e=>null!=e))}static _compute_patch_since_json(e,t){const s=t.to_json(!1);function o(e){const t=new Map;for(const s of e.roots.references)t.set(s.id,s);return t}const n=o(e),i=new Map,r=[];for(const t of e.roots.root_ids)i.set(t,n.get(t)),r.push(t);const l=o(s),_=new Map,a=[];for(const e of s.roots.root_ids)_.set(e,l.get(e)),a.push(e);if(r.sort(),a.sort(),(0,g.difference)(r,a).length>0||(0,g.difference)(a,r).length>0)throw new Error(\"Not implemented: computing add/remove of document roots\");const c=new Set;let h=[];for(const e of t._all_models.keys())if(n.has(e)){const s=E._events_to_sync_objects(n.get(e),l.get(e),t,c);h=h.concat(s)}const f=new d.Serializer({include_defaults:!1});return f.to_serializable([...c]),{references:[...f.definitions],events:h}}to_json_string(e=!0){return JSON.stringify(this.to_json(e))}to_json(e=!0){const t=new d.Serializer({include_defaults:e}),s=t.to_serializable(this._roots);return{version:l.version,title:this._title,roots:{root_ids:s.map((e=>e.id)),references:[...t.definitions]}}}static from_json_string(e){const t=JSON.parse(e);return E.from_json(t)}static from_json(e){_.logger.debug(\"Creating Document from JSON\");const t=e.version,s=-1!==t.indexOf(\"+\")||-1!==t.indexOf(\"-\"),o=`Library versions: JS (${l.version}) / Python (${t})`;s||l.version.replace(/-(dev|rc)\\./,\"$1\")==t?_.logger.debug(o):(_.logger.warn(\"JS/Python version mismatch\"),_.logger.warn(o));const n=new 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 Map(this._all_models),l=new Map;for(const[e,t]of i)r.has(e)||l.set(e,t);E._initialize_references_json(o,r,l,t);for(const e of n)switch(e.kind){case\"MessageSent\":{const{msg_type:s,msg_data:o}=e;let n;if(void 0===o){if(1!=t.size)throw new Error(\"expected exactly one buffer\");{const[[,e]]=t;n=e}}else n=E._resolve_refs(o,r,l,t);this._trigger_on_message(s,n);break}case\"ModelChanged\":{const o=e.model.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot apply patch to ${o} which is not in the document`);const i=e.attr,_=E._resolve_refs(e.new,r,l,t);n.setv({[i]:_},{setter_id:s});break}case\"ColumnDataChanged\":{const o=e.column_source.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot stream to ${o} which is not in the document`);const i=E._resolve_refs(e.new,new Map,new Map,t);if(null!=e.cols)for(const e in n.data)e in i||(i[e]=n.data[e]);n.setv({data:i},{setter_id:s,check_eq:!1});break}case\"ColumnsStreamed\":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot stream to ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error(\"Cannot stream to non-ColumnDataSource\");const n=e.data,i=e.rollover;o.stream(n,i,s);break}case\"ColumnsPatched\":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot patch ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error(\"Cannot patch non-ColumnDataSource\");const n=e.patches;o.patch(n,s);break}case\"RootAdded\":{const t=e.model.id,o=i.get(t);this.add_root(o,s);break}case\"RootRemoved\":{const t=e.model.id,o=i.get(t);this.remove_root(o,s);break}case\"TitleChanged\":this.set_title(e.title,s);break;default:throw new Error(`Unknown patch event ${JSON.stringify(e)}`)}}}s.Document=E,E.__name__=\"Document\"},\n",
       "      function _(e,o,s,r,t){r();const l=e(1),i=e(8),d=e(13),n=e(14);s.overrides={};const a=new Map;s.Models=e=>{const o=s.Models.get(e);if(null!=o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)},s.Models.get=e=>{var o;return null!==(o=s.overrides[e])&&void 0!==o?o:a.get(e)},s.Models.register=(e,o)=>{s.overrides[e]=o},s.Models.unregister=e=>{delete s.overrides[e]},s.Models.register_models=(e,o=!1,s)=>{var r;if(null!=e)for(const t of(0,i.isArray)(e)?e:(0,d.values)(e))if(r=t,(0,i.isObject)(r)&&r.prototype instanceof n.HasProps){const e=t.__qualified__;o||!a.has(e)?a.set(e,t):null!=s?s(e):console.warn(`Model '${e}' was already registered`)}},s.register_models=s.Models.register_models,s.Models.registered_names=()=>[...a.keys()];class _{constructor(){this._known_models=new Map}get(e,o){var r;const t=null!==(r=s.Models.get(e))&&void 0!==r?r:this._known_models.get(e);if(null!=t)return t;if(void 0!==o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)}register(e){const o=e.__qualified__;null==this.get(o,null)?this._known_models.set(o,e):console.warn(`Model '${o}' was already registered with this resolver`)}}s.ModelResolver=_,_.__name__=\"ModelResolver\";const g=(0,l.__importStar)(e(38));(0,s.register_models)(g);const u=(0,l.__importStar)(e(392));(0,s.register_models)(u)},\n",
       "      function _(n,t,r,e,i){e();\n",
       "      //     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors\n",
       "      //     Underscore may be freely distributed under the MIT license.\n",
       "      const o=n(9),u=Object.prototype.toString;function c(n){return!0===n||!1===n||\"[object Boolean]\"===u.call(n)}function f(n){return\"[object Number]\"===u.call(n)}function l(n){return\"[object String]\"===u.call(n)}function s(n){return\"symbol\"==typeof n}function a(n){const t=typeof n;return\"function\"===t||\"object\"===t&&!!n}function b(n){return a(n)&&void 0!==n[Symbol.iterator]}r.isBoolean=c,r.isNumber=f,r.isInteger=function(n){return f(n)&&Number.isInteger(n)},r.isString=l,r.isSymbol=s,r.isPrimitive=function(n){return null===n||c(n)||f(n)||l(n)||s(n)},r.isFunction=function(n){return\"[object Function]\"===u.call(n)},r.isArray=function(n){return Array.isArray(n)},r.isArrayOf=function(n,t){return(0,o.every)(n,t)},r.isArrayableOf=function(n,t){for(let r=0,e=n.length;r<e;r++)if(!t(n[r]))return!1;return!0},r.isTypedArray=function(n){return ArrayBuffer.isView(n)&&!(n instanceof DataView)},r.isObject=a,r.isPlainObject=function(n){return a(n)&&(null==n.constructor||n.constructor===Object)},r.isIterable=b,r.isArrayable=function(n){return b(n)&&\"length\"in n}},\n",
       "      function _(n,t,e,r,o){r();\n",
       "      //     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors\n",
       "      //     Underscore may be freely distributed under the MIT license.\n",
       "      const i=n(10),u=n(11),c=n(12);o(\"map\",c.map),o(\"reduce\",c.reduce),o(\"min\",c.min),o(\"min_by\",c.min_by),o(\"max\",c.max),o(\"max_by\",c.max_by),o(\"sum\",c.sum),o(\"cumsum\",c.cumsum),o(\"every\",c.every),o(\"some\",c.some),o(\"find\",c.find),o(\"find_last\",c.find_last),o(\"find_index\",c.find_index),o(\"find_last_index\",c.find_last_index),o(\"sorted_index\",c.sorted_index),o(\"is_empty\",c.is_empty);const f=Array.prototype.slice;function s(n){return f.call(n)}function a(n){return[].concat(...n)}function l(n,t){return-1!==n.indexOf(t)}function m(n,t,e=1){(0,u.assert)(e>0,\"'step' must be a positive number\"),null==t&&(t=n,n=0);const{max:r,ceil:o,abs:i}=Math,c=n<=t?e:-e,f=r(o(i(t-n)/e),0),s=new Array(f);for(let t=0;t<f;t++,n+=c)s[t]=n;return s}e.head=function(n){return n[0]},e.tail=function(n){return n[n.length-1]},e.last=function(n){return n[n.length-1]},e.copy=s,e.concat=a,e.includes=l,e.contains=l,e.nth=function(n,t){return n[t>=0?t:n.length+t]},e.zip=function(...n){if(0==n.length)return[];const t=(0,c.min)(n.map((n=>n.length))),e=n.length,r=new Array(t);for(let o=0;o<t;o++){r[o]=new Array(e);for(let t=0;t<e;t++)r[o][t]=n[t][o]}return r},e.unzip=function(n){const t=n.length,e=(0,c.min)(n.map((n=>n.length))),r=Array(e);for(let n=0;n<e;n++)r[n]=new Array(t);for(let o=0;o<t;o++)for(let t=0;t<e;t++)r[t][o]=n[o][t];return r},e.range=m,e.linspace=function(n,t,e=100){const r=(t-n)/(e-1),o=new Array(e);for(let t=0;t<e;t++)o[t]=n+r*t;return o},e.transpose=function(n){const t=n.length,e=n[0].length,r=[];for(let o=0;o<e;o++){r[o]=[];for(let e=0;e<t;e++)r[o][e]=n[e][o]}return r},e.argmin=function(n){return(0,c.min_by)(m(n.length),(t=>n[t]))},e.argmax=function(n){return(0,c.max_by)(m(n.length),(t=>n[t]))},e.sort_by=function(n,t){const e=n.map(((n,e)=>({value:n,index:e,key:t(n)})));return e.sort(((n,t)=>{const e=n.key,r=t.key;if(e!==r){if(e>r||void 0===e)return 1;if(e<r||void 0===r)return-1}return n.index-t.index})),e.map((n=>n.value))},e.uniq=function(n){const t=new Set;for(const e of n)t.add(e);return[...t]},e.uniq_by=function(n,t){const e=[],r=[];for(const o of n){const n=t(o);l(r,n)||(r.push(n),e.push(o))}return e},e.union=function(...n){const t=new Set;for(const e of n)for(const n of e)t.add(n);return[...t]},e.intersection=function(n,...t){const e=[];n:for(const r of n)if(!l(e,r)){for(const n of t)if(!l(n,r))continue n;e.push(r)}return e},e.difference=function(n,...t){const e=a(t);return n.filter((n=>!l(e,n)))},e.remove_at=function(n,t){const e=s(n);return e.splice(t,1),e},e.remove_by=function(n,t){for(let e=0;e<n.length;)t(n[e])?n.splice(e,1):e++},e.shuffle=function(n){const t=n.length,e=new Array(t);for(let r=0;r<t;r++){const t=(0,i.randomIn)(0,r);t!==r&&(e[r]=e[t]),e[t]=n[r]}return e},e.pairwise=function(n,t){const e=n.length,r=new Array(e-1);for(let o=0;o<e-1;o++)r[o]=t(n[o],n[o+1]);return r},e.reversed=function(n){const t=n.length,e=new Array(t);for(let r=0;r<t;r++)e[t-r-1]=n[r];return e},e.repeat=function(n,t){const e=new Array(t);for(let r=0;r<t;r++)e[r]=n;return e}},\n",
       "      function _(n,t,r,e,o){e();const{PI:a}=Math;function u(n){if(0==n)return 0;for(;n<=0;)n+=2*a;for(;n>2*a;)n-=2*a;return n}function c(n,t){return u(n-t)}function f(){return Math.random()}function i(n){switch(n){case\"deg\":return a/180;case\"rad\":return 1;case\"grad\":return a/200;case\"turn\":return 2*a}}r.angle_norm=u,r.angle_dist=c,r.angle_between=function(n,t,r,e=!1){const o=c(t,r);if(0==o)return!1;if(o==2*a)return!0;const f=u(n),i=c(t,f)<=o&&c(f,r)<=o;return e?!i:i},r.random=f,r.randomIn=function(n,t){return null==t&&(t=n,n=0),n+Math.floor(Math.random()*(t-n+1))},r.atan2=function(n,t){return Math.atan2(t[1]-n[1],t[0]-n[0])},r.radians=function(n){return n*(a/180)},r.degrees=function(n){return n/(a/180)},r.resolve_angle=function(n,t){return-i(t)*n},r.to_radians_coeff=i,r.rnorm=function(n,t){let r,e;for(;r=f(),e=f(),e=(2*e-1)*Math.sqrt(1/Math.E*2),!(-4*r*r*Math.log(r)>=e*e););let o=e/r;return o=n+t*o,o},r.clamp=function(n,t,r){return n<t?t:n>r?r:n},r.log=function(n,t=Math.E){return Math.log(n)/Math.log(t)},r.float32_epsilon=1.1920928955078125e-7},\n",
       "      function _(r,n,e,o,s){o();class t extends Error{}e.AssertionError=t,t.__name__=\"AssertionError\",e.assert=function(r,n){if(!(!0===r||!1!==r&&r()))throw new t(null!=n?n:\"Assertion failed\")},e.unreachable=function(){throw new Error(\"unreachable code\")}},\n",
       "      function _(n,t,e,r,o){r();const i=n(10);function l(n,t,e,...r){const o=n.length;t<0&&(t+=o),t<0?t=0:t>o&&(t=o),null==e||e>o-t?e=o-t:e<0&&(e=0);const i=o-e+r.length,l=new n.constructor(i);let u=0;for(;u<t;u++)l[u]=n[u];for(const n of r)l[u++]=n;for(let r=t+e;r<o;r++)l[u++]=n[r];return l}function u(n,t){return l(n,t,n.length-t)}function c(n,t){const e=n.length,r=new n.constructor(e);for(let o=0;o<e;o++)r[o]=t(n[o],o,n);return r}function f(n,t,e){const r=n.length;if(void 0===e&&0==r)throw new Error(\"can't reduce an empty array without an initial value\");let o,i;for(void 0===e?(o=n[0],i=1):(o=e,i=0);i<r;i++)o=t(o,n[i],i,n);return o}function s(n){return function(t,e){const r=t.length;let o=n>0?0:r-1;for(;o>=0&&o<r;o+=n)if(e(t[o]))return o;return-1}}function h(n,t){let e=0,r=n.length;for(;e<r;){const o=Math.floor((e+r)/2);n[o]<t?e=o+1:r=o}return e}function a(n,t,e,r,o){const i=(o-e)/(r-t);let l=i*(n-t)+e;return isFinite(l)||(l=i*(n-r)+o,isFinite(l)||e!=o||(l=e)),l}function g(n,t){if(n<t[0])return-1;if(n>t[t.length-1])return t.length;let e=0,r=t.length-1;for(;r-e!=1;){const o=e+Math.floor((r-e)/2);n>=t[o]?e=o:r=o}return e}e.is_empty=function(n){return 0==n.length},e.copy=function(n){return Array.isArray(n)?n.slice():new n.constructor(n)},e.splice=l,e.head=u,e.insert=function(n,t,e){return l(n,e,0,t)},e.append=function(n,t){return l(n,n.length,0,t)},e.prepend=function(n,t){return l(n,0,0,t)},e.indexOf=function(n,t){for(let e=0,r=n.length;e<r;e++)if(n[e]===t)return e;return-1},e.subselect=function(n,t){const e=t.length,r=new n.constructor(e);for(let o=0;o<e;o++)r[o]=n[t[o]];return r},e.mul=function(n,t,e){const r=n.length,o=null!=e?e:new n.constructor(r);for(let e=0;e<r;e++)o[e]=n[e]*t;return o},e.map=c,e.inplace_map=function(n,t,e){const r=n.length,o=null!=e?e:n;for(let e=0;e<r;e++)o[e]=t(n[e],e)},e.filter=function(n,t){const e=n.length,r=new n.constructor(e);let o=0;for(let i=0;i<e;i++){const e=n[i];t(e,i,n)&&(r[o++]=e)}return u(r,o)},e.reduce=f,e.min=function(n){let t,e=1/0;for(let r=0,o=n.length;r<o;r++)t=n[r],!isNaN(t)&&t<e&&(e=t);return e},e.max=function(n){let t,e=-1/0;for(let r=0,o=n.length;r<o;r++)t=n[r],!isNaN(t)&&t>e&&(e=t);return e},e.minmax=function(n){let t,e=1/0,r=-1/0;for(let o=0,i=n.length;o<i;o++)t=n[o],isNaN(t)||(t<e&&(e=t),t>r&&(r=t));return[e,r]},e.minmax2=function(n,t){let e,r,o=1/0,i=-1/0,l=1/0,u=-1/0;const c=Math.min(n.length,t.length);for(let f=0;f<c;f++)e=n[f],r=t[f],isNaN(e)||isNaN(r)||(e<o&&(o=e),e>i&&(i=e),r<l&&(l=r),r>u&&(u=r));return[o,i,l,u]},e.min_by=function(n,t){if(0==n.length)throw new Error(\"min_by() called with an empty array\");let e=n[0],r=t(e);for(let o=1,i=n.length;o<i;o++){const i=n[o],l=t(i);l<r&&(e=i,r=l)}return e},e.max_by=function(n,t){if(0==n.length)throw new Error(\"max_by() called with an empty array\");let e=n[0],r=t(e);for(let o=1,i=n.length;o<i;o++){const i=n[o],l=t(i);l>r&&(e=i,r=l)}return e},e.sum=function(n){let t=0;for(let e=0,r=n.length;e<r;e++)t+=n[e];return t},e.cumsum=function(n){const t=new n.constructor(n.length);return f(n,((n,e,r)=>t[r]=n+e),0),t},e.every=function(n,t){for(let e=0,r=n.length;e<r;e++)if(!t(n[e]))return!1;return!0},e.some=function(n,t){for(let e=0,r=n.length;e<r;e++)if(t(n[e]))return!0;return!1},e.index_of=function(n,t){for(let e=0,r=n.length;e<r;e++)if(n[e]===t)return e;return-1},e.find_index=s(1),e.find_last_index=s(-1),e.find=function(n,t){const r=(0,e.find_index)(n,t);return-1==r?void 0:n[r]},e.find_last=function(n,t){const r=(0,e.find_last_index)(n,t);return-1==r?void 0:n[r]},e.sorted_index=h,e.bin_counts=function(n,t){const e=t.length-1,r=Array(e).fill(0);for(let o=0;o<n.length;o++){const l=h(t,n[o]);r[(0,i.clamp)(l-1,0,e-1)]+=1}return r},e.interpolate=function(n,t,e){const r=n.length,o=new Array(r);for(let i=0;i<r;i++){const r=n[i];if(isNaN(r)){o[i]=r;continue}const l=g(r,t);if(-1==l)o[i]=e[0];else if(l==t.length)o[i]=e[e.length-1];else if(l==t.length-1||t[l]==r)o[i]=e[l];else{const n=t[l],u=e[l],c=t[l+1],f=e[l+1];o[i]=a(r,n,u,c,f)}}return o},e.left_edge_index=g,e.norm=function(n,t,e){const r=e-t;return c(n,(n=>(n-t)/r))}},\n",
       "      function _(t,e,n,c,o){c();const s=t(9),{hasOwnProperty:r}=Object.prototype;function i(t){return Object.keys(t).length}function u(t){return 0==i(t)}n.keys=Object.keys,n.values=Object.values,n.entries=Object.entries,n.extend=Object.assign,n.clone=function(t){return Object.assign({},t)},n.merge=function(t,e){const n=Object.create(Object.prototype),c=(0,s.concat)([Object.keys(t),Object.keys(e)]);for(const o of c){const c=r.call(t,o)?t[o]:[],i=r.call(e,o)?e[o]:[];n[o]=(0,s.union)(c,i)}return n},n.size=i,n.is_empty=u,n.isEmpty=u,n.to_object=function(t){const e={};for(const[n,c]of t)e[n]=c;return e}},\n",
       "      function _(e,t,s,n,r){n();const i=e(1);var o;const c=e(15),a=e(17),_=(0,i.__importStar)(e(18)),h=(0,i.__importStar)(e(21)),u=e(34),l=e(13),f=e(8),p=e(26),d=e(30),g=e(35),y=e(26),v=e(36),m=e(37),b=(0,i.__importStar)(e(21));class w extends((0,c.Signalable)()){constructor(e={}){var t,s;super(),this._subtype=void 0,this.document=null,this.destroyed=new c.Signal0(this,\"destroyed\"),this.change=new c.Signal0(this,\"change\"),this.transformchange=new c.Signal0(this,\"transformchange\"),this.exprchange=new c.Signal0(this,\"exprchange\"),this.properties={},this._watchers=new WeakMap,this._pending=!1,this._changing=!1;const n=e instanceof Map?e.get.bind(e):t=>e[t];this.id=null!==(t=n(\"id\"))&&void 0!==t?t:(0,u.uniqueId)();for(const[e,{type:t,default_value:s,options:r}]of(0,l.entries)(this._props)){let i;t instanceof _.PropertyAlias?Object.defineProperty(this.properties,e,{get:()=>this.properties[t.attr],configurable:!1,enumerable:!1}):(i=t instanceof h.Kind?new _.PrimitiveProperty(this,e,t,s,n(e),r):new t(this,e,h.Any,s,n(e),r),this.properties[e]=i)}null!==(s=n(\"__deferred__\"))&&void 0!==s&&s||(this.finalize(),this.connect_signals())}get is_syncable(){return!0}set type(e){console.warn(\"prototype.type = 'ModelName' is deprecated, use static __name__ instead\"),this.constructor.__name__=e}get type(){return this.constructor.__qualified__}static get __qualified__(){const{__module__:e,__name__:t}=this;return null!=e?`${e}.${t}`:t}static get[Symbol.toStringTag](){return this.__name__}static _fix_default(e,t){if(void 0===e||(0,f.isFunction)(e))return e;if((0,f.isPrimitive)(e))return()=>e;{const t=new m.Cloner;return()=>t.clone(e)}}static define(e){for(const[t,s]of(0,l.entries)((0,f.isFunction)(e)?e(b):e)){if(null!=this.prototype._props[t])throw new Error(`attempted to redefine property '${this.prototype.type}.${t}'`);if(null!=this.prototype[t])throw new Error(`attempted to redefine attribute '${this.prototype.type}.${t}'`);Object.defineProperty(this.prototype,t,{get(){return this.properties[t].get_value()},set(e){return this.setv({[t]:e}),this},configurable:!1,enumerable:!0});const[e,n,r={}]=s,i={type:e,default_value:this._fix_default(n,t),options:r},o=Object.assign({},this.prototype._props);o[t]=i,this.prototype._props=o}}static internal(e){const t={};for(const[s,n]of(0,l.entries)((0,f.isFunction)(e)?e(b):e)){const[e,r,i={}]=n;t[s]=[e,r,Object.assign(Object.assign({},i),{internal:!0})]}this.define(t)}static mixins(e){function t(e,t){const s={};for(const[n,r]of(0,l.entries)(t))s[e+n]=r;return s}const s={},n=[];for(const r of(0,f.isArray)(e)?e:[e])if((0,f.isArray)(r)){const[e,i]=r;(0,l.extend)(s,t(e,i)),n.push([e,i])}else{const e=r;(0,l.extend)(s,e),n.push([\"\",e])}this.define(s),this.prototype._mixins=[...this.prototype._mixins,...n]}static override(e){for(const[t,s]of(0,l.entries)(e)){const e=this._fix_default(s,t),n=this.prototype._props[t];if(null==n)throw new Error(`attempted to override nonexistent '${this.prototype.type}.${t}'`);const r=Object.assign({},this.prototype._props);r[t]=Object.assign(Object.assign({},n),{default_value:e}),this.prototype._props=r}}toString(){return`${this.type}(${this.id})`}property(e){const t=this.properties[e];if(null!=t)return t;throw new Error(`unknown property ${this.type}.${e}`)}get attributes(){const e={};for(const t of this)e[t.attr]=t.get_value();return e}[m.clone](e){const t=new Map;for(const s of this)s.dirty&&t.set(s.attr,e.clone(s.get_value()));return new this.constructor(t)}[y.equals](e,t){for(const s of this){const n=e.property(s.attr);if(!t.eq(s.get_value(),n.get_value()))return!1}return!0}[v.pretty](e){const t=e.token,s=[];for(const n of this)if(n.dirty){const r=n.get_value();s.push(`${n.attr}${t(\":\")} ${e.to_string(r)}`)}return`${this.constructor.__qualified__}${t(\"(\")}${t(\"{\")}${s.join(`${t(\",\")} `)}${t(\"}\")}${t(\")\")}`}[d.serialize](e){const t=this.ref();e.add_ref(this,t);const s=this.struct();for(const t of this)t.syncable&&(e.include_defaults||t.dirty)&&(s.attributes[t.attr]=e.to_serializable(t.get_value()));return e.add_def(this,s),t}finalize(){for(const e of this){if(!(e instanceof _.VectorSpec||e instanceof _.ScalarSpec))continue;const t=e.get_value();if(null!=t){const{transform:e,expr:s}=t;null!=e&&this.connect(e.change,(()=>this.transformchange.emit())),null!=s&&this.connect(s.change,(()=>this.exprchange.emit()))}}this.initialize()}initialize(){}connect_signals(){}disconnect_signals(){c.Signal.disconnectReceiver(this)}destroy(){this.disconnect_signals(),this.destroyed.emit()}clone(){return(new m.Cloner).clone(this)}changed_for(e){const t=this._watchers.get(e);return this._watchers.set(e,!1),null==t||t}_setv(e,t){const s=t.check_eq,n=[],r=this._changing;this._changing=!0;for(const[t,r]of e)!1!==s&&(0,p.is_equal)(t.get_value(),r)||(t.set_value(r),n.push(t));n.length>0&&(this._watchers=new WeakMap,this._pending=!0);for(const e of n)e.change.emit();if(!r){if(!t.no_change)for(;this._pending;)this._pending=!1,this.change.emit();this._pending=!1,this._changing=!1}}setv(e,t={}){const s=(0,l.entries)(e);if(0==s.length)return;if(!0===t.silent){this._watchers=new WeakMap;for(const[e,t]of s)this.properties[e].set_value(t);return}const n=new Map,r=new Map;for(const[e,t]of s){const s=this.properties[e];n.set(s,t),r.set(s,s.get_value())}this._setv(n,t);const{document:i}=this;if(null!=i){const e=[];for(const[t,s]of r)e.push([t,s,t.get_value()]);for(const[,t,s]of e)if(this._needs_invalidate(t,s)){i._invalidate_all_models();break}this._push_changes(e,t)}}getv(e){return this.property(e).get_value()}ref(){return{id:this.id}}struct(){const e={type:this.type,id:this.id,attributes:{}};return null!=this._subtype&&(e.subtype=this._subtype),e}set_subtype(e){this._subtype=e}*[Symbol.iterator](){yield*(0,l.values)(this.properties)}*syncable_properties(){for(const e of this)e.syncable&&(yield e)}serializable_attributes(){const e={};for(const t of this.syncable_properties())e[t.attr]=t.get_value();return e}static _json_record_references(e,t,s,n){const{recursive:r}=n;if((0,a.is_ref)(t)){const n=e.get_model_by_id(t.id);null==n||s.has(n)||w._value_record_references(n,s,{recursive:r})}else if((0,f.isArray)(t))for(const n of t)w._json_record_references(e,n,s,{recursive:r});else if((0,f.isPlainObject)(t))for(const n of(0,l.values)(t))w._json_record_references(e,n,s,{recursive:r})}static _value_record_references(e,t,s){const{recursive:n}=s;if(e instanceof w){if(!t.has(e)&&(t.add(e),n))for(const s of e.syncable_properties()){const e=s.get_value();w._value_record_references(e,t,{recursive:n})}}else if((0,f.isArray)(e))for(const s of e)w._value_record_references(s,t,{recursive:n});else if((0,f.isPlainObject)(e))for(const s of(0,l.values)(e))w._value_record_references(s,t,{recursive:n})}references(){const e=new Set;return w._value_record_references(this,e,{recursive:!0}),e}_doc_attached(){}_doc_detached(){}attach_document(e){if(null!=this.document&&this.document!=e)throw new Error(\"models must be owned by only a single document\");this.document=e,this._doc_attached()}detach_document(){this._doc_detached(),this.document=null}_needs_invalidate(e,t){const s=new Set;w._value_record_references(t,s,{recursive:!1});const n=new Set;w._value_record_references(e,n,{recursive:!1});for(const e of s)if(!n.has(e))return!0;for(const e of n)if(!s.has(e))return!0;return!1}_push_changes(e,t={}){if(!this.is_syncable)return;const{document:s}=this;if(null==s)return;const{setter_id:n}=t,r=[];for(const[t,i,o]of e)t.syncable&&r.push(new g.ModelChangedEvent(s,this,t.attr,i,o,n));if(0!=r.length){let e;1==r.length?[e]=r:e=new g.DocumentEventBatch(s,r,n),s._trigger_on_change(e)}}on_change(e,t){for(const s of(0,f.isArray)(e)?e:[e])this.connect(s.change,t)}}s.HasProps=w,(o=w).prototype._props={},o.prototype._mixins=[]},\n",
       "      function _(n,t,e,l,s){l();const i=n(16),o=n(9);class c{constructor(n,t){this.sender=n,this.name=t}connect(n,t=null){u.has(this.sender)||u.set(this.sender,[]);const e=u.get(this.sender);if(null!=g(e,this,n,t))return!1;const l=null!=t?t:n;a.has(l)||a.set(l,[]);const s=a.get(l),i={signal:this,slot:n,context:t};return e.push(i),s.push(i),!0}disconnect(n,t=null){const e=u.get(this.sender);if(null==e||0===e.length)return!1;const l=g(e,this,n,t);if(null==l)return!1;const s=null!=t?t:n,i=a.get(s);return l.signal=null,d(e),d(i),!0}emit(n){var t;const e=null!==(t=u.get(this.sender))&&void 0!==t?t:[];for(const{signal:t,slot:l,context:s}of e)t===this&&l.call(s,n,this.sender)}}e.Signal=c,c.__name__=\"Signal\";class r extends c{emit(){super.emit(void 0)}}e.Signal0=r,r.__name__=\"Signal0\",function(n){function t(n,t){const e=u.get(n);if(null==e||0===e.length)return;const l=a.get(t);if(null!=l&&0!==l.length){for(const t of l){if(null==t.signal)return;t.signal.sender===n&&(t.signal=null)}d(e),d(l)}}function e(n){var t;const e=u.get(n);if(null!=e&&0!==e.length){for(const n of e){if(null==n.signal)return;const e=null!==(t=n.context)&&void 0!==t?t:n.slot;n.signal=null,d(a.get(e))}d(e)}}function l(n,t,e){const l=a.get(n);if(null!=l&&0!==l.length){for(const n of l){if(null==n.signal)return;if(null!=t&&n.slot!=t)continue;const l=n.signal.sender;null!=e&&e.has(l)||(n.signal=null,d(u.get(l)))}d(l)}}function s(n){const t=u.get(n);if(null!=t&&0!==t.length){for(const n of t)n.signal=null;d(t)}const e=a.get(n);if(null!=e&&0!==e.length){for(const n of e)n.signal=null;d(e)}}n.disconnect_between=t,n.disconnect_sender=e,n.disconnect_receiver=l,n.disconnect_all=s,n.disconnectBetween=t,n.disconnectSender=e,n.disconnectReceiver=l,n.disconnectAll=s}(c||(e.Signal=c={})),e.Signalable=function(){return class{connect(n,t){return n.connect(t,this)}disconnect(n,t){return n.disconnect(t,this)}}};const u=new WeakMap,a=new WeakMap;function g(n,t,e,l){return(0,o.find)(n,(n=>n.signal===t&&n.slot===e&&n.context===l))}const f=new Set;function d(n){0===f.size&&(async()=>{await(0,i.defer)(),function(){for(const n of f)(0,o.remove_by)(n,(n=>null==n.signal));f.clear()}()})(),f.add(n)}},\n",
       "      function _(e,n,t,s,o){s();const r=new MessageChannel,a=new Map;r.port1.onmessage=e=>{const n=e.data,t=a.get(n);if(null!=t)try{t()}finally{a.delete(n)}};let i=1;t.defer=function(){return new Promise((e=>{const n=i++;a.set(n,e),r.port2.postMessage(n)}))},t.wait=function(e){return new Promise((n=>setTimeout(n,e)))}},\n",
       "      function _(n,t,i,e,c){e();const r=n(8),s=n(13);i.is_ref=function(n){if((0,r.isPlainObject)(n)){const t=(0,s.keys)(n);return 1==t.length&&\"id\"==t[0]}return!1}},\n",
       "      function _(e,t,n,r,a){r(),n.YCoordinateSeqSeqSeqSpec=n.XCoordinateSeqSeqSeqSpec=n.YCoordinateSeqSpec=n.XCoordinateSeqSpec=n.YCoordinateSpec=n.XCoordinateSpec=n.CoordinateSeqSeqSeqSpec=n.CoordinateSeqSpec=n.CoordinateSpec=n.BaseCoordinateSpec=n.NumberUnitsSpec=n.UnitsSpec=n.DataSpec=n.VectorSpec=n.TextBaselineScalar=n.TextAlignScalar=n.FontStyleScalar=n.FontSizeScalar=n.FontScalar=n.LineDashScalar=n.LineCapScalar=n.LineJoinScalar=n.ArrayScalar=n.NullStringScalar=n.StringScalar=n.NumberScalar=n.ColorScalar=n.AnyScalar=n.ScalarSpec=n.VerticalAlign=n.UpdateMode=n.TooltipAttachment=n.TickLabelOrientation=n.TextureRepetition=n.TextBaseline=n.TextAlign=n.TapBehavior=n.StepMode=n.StartEnd=n.SpatialUnits=n.Sort=n.SizingMode=n.Side=n.RoundingFunction=n.ResetPolicy=n.RenderMode=n.RenderLevel=n.RadiusDimension=n.PointPolicy=n.Place=void 0,n.TextBaselineSpec=n.TextAlignSpec=n.FontStyleSpec=n.FontSizeSpec=n.FontSpec=n.LineDashSpec=n.LineCapSpec=n.LineJoinSpec=n.MarkerSpec=n.ArraySpec=n.NullStringSpec=n.StringSpec=n.AnySpec=n.NDArraySpec=n.ColorSpec=n.ScreenSizeSpec=n.NumberSpec=n.IntSpec=n.BooleanSpec=n.NullDistanceSpec=n.DistanceSpec=n.AngleSpec=void 0;const i=e(1),s=e(15),l=e(19),o=(0,i.__importStar)(e(20)),c=e(24),_=e(9),u=e(12),d=e(10),S=e(22),p=e(27),m=e(8),h=e(28),v=e(29),y=e(33);function x(e){try{return JSON.stringify(e)}catch(t){return e.toString()}}function g(e){return(0,m.isPlainObject)(e)&&(void 0===e.value?0:1)+(void 0===e.field?0:1)+(void 0===e.expr?0:1)==1}a(\"Uniform\",y.Uniform),a(\"UniformScalar\",y.UniformScalar),a(\"UniformVector\",y.UniformVector),n.isSpec=g;class f{constructor(e,t,n,r,a,i={}){var l;let o;if(this.obj=e,this.attr=t,this.kind=n,this.default_value=r,this._dirty=!1,this.change=new s.Signal0(this.obj,\"change\"),this.internal=null!==(l=i.internal)&&void 0!==l&&l,this.convert=i.convert,this.on_update=i.on_update,void 0!==a)o=a,this._dirty=!0;else{const t=this._default_override();if(void 0!==t)o=t;else{if(void 0===r)return void(this.spec={value:null});o=r(e)}}this._update(o)}get is_value(){return void 0!==this.spec.value}get syncable(){return!this.internal}get_value(){return this.spec.value}set_value(e){this._update(e),this._dirty=!0}_default_override(){}get dirty(){return this._dirty}_update(e){var t;if(this.validate(e),null!=this.convert){const t=this.convert(e);void 0!==t&&(e=t)}this.spec={value:e},null===(t=this.on_update)||void 0===t||t.call(this,e,this.obj)}toString(){return`Prop(${this.obj}.${this.attr}, spec: ${x(this.spec)})`}normalize(e){return e}validate(e){if(!this.valid(e))throw new Error(`${this.obj}.${this.attr} given invalid value: ${x(e)}`)}valid(e){return this.kind.valid(e)}_value(e=!0){if(!this.is_value)throw new Error(\"attempted to retrieve property value for property without value specification\");let t=this.normalize([this.spec.value])[0];return null!=this.spec.transform&&e&&(t=this.spec.transform.compute(t)),t}}n.Property=f,f.__name__=\"Property\";class A{constructor(e){this.attr=e}}n.PropertyAlias=A,A.__name__=\"PropertyAlias\",n.Alias=function(e){return new A(e)};class C extends f{}n.PrimitiveProperty=C,C.__name__=\"PrimitiveProperty\";class T extends f{}n.Any=T,T.__name__=\"Any\";class L extends f{valid(e){return(0,m.isArray)(e)||(0,m.isTypedArray)(e)}}n.Array=L,L.__name__=\"Array\";class w extends f{valid(e){return(0,m.isBoolean)(e)}}n.Boolean=w,w.__name__=\"Boolean\";class P extends f{valid(e){return(0,S.is_Color)(e)}}n.Color=P,P.__name__=\"Color\";class b extends f{}n.Instance=b,b.__name__=\"Instance\";class q extends f{valid(e){return(0,m.isNumber)(e)}}n.Number=q,q.__name__=\"Number\";class N extends q{valid(e){return(0,m.isNumber)(e)&&(0|e)==e}}n.Int=N,N.__name__=\"Int\";class z extends q{}n.Angle=z,z.__name__=\"Angle\";class B extends q{valid(e){return(0,m.isNumber)(e)&&0<=e&&e<=1}}n.Percent=B,B.__name__=\"Percent\";class F extends f{valid(e){return(0,m.isString)(e)}}n.String=F,F.__name__=\"String\";class D extends f{valid(e){return null===e||(0,m.isString)(e)}}n.NullString=D,D.__name__=\"NullString\";class U extends F{}n.FontSize=U,U.__name__=\"FontSize\";class M extends F{_default_override(){return h.settings.dev?\"Bokeh\":void 0}}n.Font=M,M.__name__=\"Font\";class R extends f{valid(e){return(0,m.isString)(e)&&(0,_.includes)(this.enum_values,e)}}function k(e){return class extends R{get enum_values(){return[...e]}}}n.EnumProperty=R,R.__name__=\"EnumProperty\",n.Enum=k;class O extends R{get enum_values(){return[...o.Direction]}normalize(e){const t=new Uint8Array(e.length);for(let n=0;n<e.length;n++)switch(e[n]){case\"clock\":t[n]=0;break;case\"anticlock\":t[n]=1}return t}}n.Direction=O,O.__name__=\"Direction\",n.Anchor=k(o.Anchor),n.AngleUnits=k(o.AngleUnits),n.BoxOrigin=k(o.BoxOrigin),n.ButtonType=k(o.ButtonType),n.CalendarPosition=k(o.CalendarPosition),n.Dimension=k(o.Dimension),n.Dimensions=k(o.Dimensions),n.Distribution=k(o.Distribution),n.FontStyle=k(o.FontStyle),n.HatchPatternType=k(o.HatchPatternType),n.HTTPMethod=k(o.HTTPMethod),n.HexTileOrientation=k(o.HexTileOrientation),n.HoverMode=k(o.HoverMode),n.LatLon=k(o.LatLon),n.LegendClickPolicy=k(o.LegendClickPolicy),n.LegendLocation=k(o.LegendLocation),n.LineCap=k(o.LineCap),n.LineJoin=k(o.LineJoin),n.LinePolicy=k(o.LinePolicy),n.Location=k(o.Location),n.Logo=k(o.Logo),n.MarkerType=k(o.MarkerType),n.MutedPolicy=k(o.MutedPolicy),n.Orientation=k(o.Orientation),n.OutputBackend=k(o.OutputBackend),n.PaddingUnits=k(o.PaddingUnits),n.Place=k(o.Place),n.PointPolicy=k(o.PointPolicy),n.RadiusDimension=k(o.RadiusDimension),n.RenderLevel=k(o.RenderLevel),n.RenderMode=k(o.RenderMode),n.ResetPolicy=k(o.ResetPolicy),n.RoundingFunction=k(o.RoundingFunction),n.Side=k(o.Side),n.SizingMode=k(o.SizingMode),n.Sort=k(o.Sort),n.SpatialUnits=k(o.SpatialUnits),n.StartEnd=k(o.StartEnd),n.StepMode=k(o.StepMode),n.TapBehavior=k(o.TapBehavior),n.TextAlign=k(o.TextAlign),n.TextBaseline=k(o.TextBaseline),n.TextureRepetition=k(o.TextureRepetition),n.TickLabelOrientation=k(o.TickLabelOrientation),n.TooltipAttachment=k(o.TooltipAttachment),n.UpdateMode=k(o.UpdateMode),n.VerticalAlign=k(o.VerticalAlign);class E extends f{get_value(){const{value:e,expr:t,transform:n}=this.spec;return null!=t||null!=n?this.spec:e}_update(e){g(e)?this.spec=e:this.spec={value:e},null!=this.spec.value&&this.validate(this.spec.value)}materialize(e){return e}scalar(e,t){return new y.UniformScalar(e,t)}uniform(e){var t;const{expr:n,value:r,transform:a}=this.spec,i=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=n){let t=n.compute(e);return null!=a&&(t=a.compute(t)),t=this.materialize(t),this.scalar(t,i)}{let e=r;return null!=a&&(e=a.compute(e)),e=this.materialize(e),this.scalar(e,i)}}}n.ScalarSpec=E,E.__name__=\"ScalarSpec\";class V extends E{}n.AnyScalar=V,V.__name__=\"AnyScalar\";class $ extends E{}n.ColorScalar=$,$.__name__=\"ColorScalar\";class I extends E{}n.NumberScalar=I,I.__name__=\"NumberScalar\";class J extends E{}n.StringScalar=J,J.__name__=\"StringScalar\";class X extends E{}n.NullStringScalar=X,X.__name__=\"NullStringScalar\";class Y extends E{}n.ArrayScalar=Y,Y.__name__=\"ArrayScalar\";class H extends E{}n.LineJoinScalar=H,H.__name__=\"LineJoinScalar\";class j extends E{}n.LineCapScalar=j,j.__name__=\"LineCapScalar\";class G extends E{}n.LineDashScalar=G,G.__name__=\"LineDashScalar\";class K extends E{_default_override(){return h.settings.dev?\"Bokeh\":void 0}}n.FontScalar=K,K.__name__=\"FontScalar\";class Q extends E{}n.FontSizeScalar=Q,Q.__name__=\"FontSizeScalar\";class W extends E{}n.FontStyleScalar=W,W.__name__=\"FontStyleScalar\";class Z extends E{}n.TextAlignScalar=Z,Z.__name__=\"TextAlignScalar\";class ee extends E{}n.TextBaselineScalar=ee,ee.__name__=\"TextBaselineScalar\";class te extends f{get_value(){return null===this.spec.value?null:this.spec}_update(e){g(e)?this.spec=e:this.spec={value:e},null!=this.spec.value&&this.validate(this.spec.value)}materialize(e){return e}v_materialize(e){return e}scalar(e,t){return new y.UniformScalar(e,t)}vector(e){return new y.UniformVector(e)}uniform(e){var 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if((\"float32\"==e.dtype||\"float64\"==e.dtype)&&2==e.dimension){const[t,n]=e.shape;if(3==n||4==n){const r=new c.RGBAArray(4*t);for(let a=0,i=0;a<n*t;)r[i++]=255*e[a++],r[i++]=255*e[a++],r[i++]=255*e[a++],r[i++]=255*(3==n?1:e[a++]);return new c.ColorArray(r.buffer)}}throw new Error(\"invalid color array\")}vector(e){return new y.ColorUniformVector(e)}}n.ColorSpec=Ae,Ae.__name__=\"ColorSpec\";class Ce extends ne{}n.NDArraySpec=Ce,Ce.__name__=\"NDArraySpec\";class Te extends ne{}n.AnySpec=Te,Te.__name__=\"AnySpec\";class Le extends ne{}n.StringSpec=Le,Le.__name__=\"StringSpec\";class we extends ne{}n.NullStringSpec=we,we.__name__=\"NullStringSpec\";class Pe extends ne{}n.ArraySpec=Pe,Pe.__name__=\"ArraySpec\";class be extends ne{}n.MarkerSpec=be,be.__name__=\"MarkerSpec\";class qe extends ne{}n.LineJoinSpec=qe,qe.__name__=\"LineJoinSpec\";class Ne extends ne{}n.LineCapSpec=Ne,Ne.__name__=\"LineCapSpec\";class ze extends ne{}n.LineDashSpec=ze,ze.__name__=\"LineDashSpec\";class Be extends ne{_default_override(){return h.settings.dev?\"Bokeh\":void 0}}n.FontSpec=Be,Be.__name__=\"FontSpec\";class Fe extends ne{}n.FontSizeSpec=Fe,Fe.__name__=\"FontSizeSpec\";class De extends ne{}n.FontStyleSpec=De,De.__name__=\"FontStyleSpec\";class Ue extends ne{}n.TextAlignSpec=Ue,Ue.__name__=\"TextAlignSpec\";class Me extends ne{}n.TextBaselineSpec=Me,Me.__name__=\"TextBaselineSpec\"},\n",
       "      function _(e,l,o,n,t){n();const s=e(8),g=e(13),r={};class i{constructor(e,l){this.name=e,this.level=l}}o.LogLevel=i,i.__name__=\"LogLevel\";class v{constructor(e,l=v.INFO){this._name=e,this.set_level(l)}static get levels(){return Object.keys(v.log_levels)}static get(e,l=v.INFO){if(e.length>0){let o=r[e];return null==o&&(r[e]=o=new v(e,l)),o}throw new TypeError(\"Logger.get() expects a non-empty string name and an optional log-level\")}get level(){return this.get_level()}get_level(){return this._log_level}set_level(e){if(e instanceof i)this._log_level=e;else{if(!(0,s.isString)(e)||null==v.log_levels[e])throw new Error(\"Logger.set_level() expects a log-level object or a string name of a log-level\");this._log_level=v.log_levels[e]}const l=`[${this._name}]`;for(const[e,o]of(0,g.entries)(v.log_levels))o.level<this._log_level.level||this._log_level.level===v.OFF.level?this[e]=function(){}:this[e]=_(e,l)}trace(...e){}debug(...e){}info(...e){}warn(...e){}error(...e){}}function _(e,l){return null!=console[e]?console[e].bind(console,l):null!=console.log?console.log.bind(console,l):function(){}}function c(e){const l=o.logger.level;return(0,s.isString)(e)&&null==v.log_levels[e]?(console.log(`[bokeh] unrecognized logging level '${e}' passed to Bokeh.set_log_level(), ignoring`),console.log(`[bokeh] valid log levels are: ${v.levels.join(\", \")}`)):(console.log(`[bokeh] setting log level to: '${(0,s.isString)(e)?e:e.level}'`),o.logger.set_level(e)),l}o.Logger=v,v.__name__=\"Logger\",v.TRACE=new i(\"trace\",0),v.DEBUG=new i(\"debug\",1),v.INFO=new i(\"info\",2),v.WARN=new i(\"warn\",6),v.ERROR=new i(\"error\",7),v.FATAL=new i(\"fatal\",8),v.OFF=new i(\"off\",9),v.log_levels={trace:v.TRACE,debug:v.DEBUG,info:v.INFO,warn:v.WARN,error:v.ERROR,fatal:v.FATAL,off:v.OFF},o.logger=v.get(\"bokeh\"),o.set_log_level=c,o.with_log_level=function(e,l){const o=c(e);try{l()}finally{c(o)}}},\n",
       "      function _(e,n,t,o,i){o(),t.VerticalAlign=void 0;const a=e(21);t.Align=(0,a.Enum)(\"start\",\"center\",\"end\"),t.Anchor=(0,a.Enum)(\"top_left\",\"top_center\",\"top_right\",\"center_left\",\"center_center\",\"center_right\",\"bottom_left\",\"bottom_center\",\"bottom_right\",\"top\",\"left\",\"center\",\"right\",\"bottom\"),t.AngleUnits=(0,a.Enum)(\"deg\",\"rad\",\"grad\",\"turn\"),t.BoxOrigin=(0,a.Enum)(\"corner\",\"center\"),t.ButtonType=(0,a.Enum)(\"default\",\"primary\",\"success\",\"warning\",\"danger\",\"light\"),t.CalendarPosition=(0,a.Enum)(\"auto\",\"above\",\"below\"),t.Dimension=(0,a.Enum)(\"width\",\"height\"),t.Dimensions=(0,a.Enum)(\"width\",\"height\",\"both\"),t.Direction=(0,a.Enum)(\"clock\",\"anticlock\"),t.Distribution=(0,a.Enum)(\"uniform\",\"normal\"),t.FontStyle=(0,a.Enum)(\"normal\",\"italic\",\"bold\",\"bold italic\"),t.HatchPatternType=(0,a.Enum)(\"blank\",\"dot\",\"ring\",\"horizontal_line\",\"vertical_line\",\"cross\",\"horizontal_dash\",\"vertical_dash\",\"spiral\",\"right_diagonal_line\",\"left_diagonal_line\",\"diagonal_cross\",\"right_diagonal_dash\",\"left_diagonal_dash\",\"horizontal_wave\",\"vertical_wave\",\"criss_cross\",\" \",\".\",\"o\",\"-\",\"|\",\"+\",'\"',\":\",\"@\",\"/\",\"\\\\\",\"x\",\",\",\"`\",\"v\",\">\",\"*\"),t.HTTPMethod=(0,a.Enum)(\"POST\",\"GET\"),t.HexTileOrientation=(0,a.Enum)(\"pointytop\",\"flattop\"),t.HoverMode=(0,a.Enum)(\"mouse\",\"hline\",\"vline\"),t.LatLon=(0,a.Enum)(\"lat\",\"lon\"),t.LegendClickPolicy=(0,a.Enum)(\"none\",\"hide\",\"mute\"),t.LegendLocation=t.Anchor,t.LineCap=(0,a.Enum)(\"butt\",\"round\",\"square\"),t.LineJoin=(0,a.Enum)(\"miter\",\"round\",\"bevel\"),t.LineDash=(0,a.Enum)(\"solid\",\"dashed\",\"dotted\",\"dotdash\",\"dashdot\"),t.LinePolicy=(0,a.Enum)(\"prev\",\"next\",\"nearest\",\"interp\",\"none\"),t.Location=(0,a.Enum)(\"above\",\"below\",\"left\",\"right\"),t.Logo=(0,a.Enum)(\"normal\",\"grey\"),t.MarkerType=(0,a.Enum)(\"asterisk\",\"circle\",\"circle_cross\",\"circle_dot\",\"circle_x\",\"circle_y\",\"cross\",\"dash\",\"diamond\",\"diamond_cross\",\"diamond_dot\",\"dot\",\"hex\",\"hex_dot\",\"inverted_triangle\",\"plus\",\"square\",\"square_cross\",\"square_dot\",\"square_pin\",\"square_x\",\"star\",\"star_dot\",\"triangle\",\"triangle_dot\",\"triangle_pin\",\"x\",\"y\"),t.MutedPolicy=(0,a.Enum)(\"show\",\"ignore\"),t.Orientation=(0,a.Enum)(\"vertical\",\"horizontal\"),t.OutputBackend=(0,a.Enum)(\"canvas\",\"svg\",\"webgl\"),t.PaddingUnits=(0,a.Enum)(\"percent\",\"absolute\"),t.Place=(0,a.Enum)(\"above\",\"below\",\"left\",\"right\",\"center\"),t.PointPolicy=(0,a.Enum)(\"snap_to_data\",\"follow_mouse\",\"none\"),t.RadiusDimension=(0,a.Enum)(\"x\",\"y\",\"max\",\"min\"),t.RenderLevel=(0,a.Enum)(\"image\",\"underlay\",\"glyph\",\"guide\",\"annotation\",\"overlay\"),t.RenderMode=(0,a.Enum)(\"canvas\",\"css\"),t.ResetPolicy=(0,a.Enum)(\"standard\",\"event_only\"),t.RoundingFunction=(0,a.Enum)(\"round\",\"nearest\",\"floor\",\"rounddown\",\"ceil\",\"roundup\"),t.SelectionMode=(0,a.Enum)(\"replace\",\"append\",\"intersect\",\"subtract\"),t.Side=(0,a.Enum)(\"above\",\"below\",\"left\",\"right\"),t.SizingMode=(0,a.Enum)(\"stretch_width\",\"stretch_height\",\"stretch_both\",\"scale_width\",\"scale_height\",\"scale_both\",\"fixed\"),t.Sort=(0,a.Enum)(\"ascending\",\"descending\"),t.SpatialUnits=(0,a.Enum)(\"screen\",\"data\"),t.StartEnd=(0,a.Enum)(\"start\",\"end\"),t.StepMode=(0,a.Enum)(\"after\",\"before\",\"center\"),t.TapBehavior=(0,a.Enum)(\"select\",\"inspect\"),t.TextAlign=(0,a.Enum)(\"left\",\"right\",\"center\"),t.TextBaseline=(0,a.Enum)(\"top\",\"middle\",\"bottom\",\"alphabetic\",\"hanging\",\"ideographic\"),t.TextureRepetition=(0,a.Enum)(\"repeat\",\"repeat_x\",\"repeat_y\",\"no_repeat\"),t.TickLabelOrientation=(0,a.Enum)(\"vertical\",\"horizontal\",\"parallel\",\"normal\"),t.TooltipAttachment=(0,a.Enum)(\"horizontal\",\"vertical\",\"left\",\"right\",\"above\",\"below\"),t.UpdateMode=(0,a.Enum)(\"replace\",\"append\"),t.VerticalAlign=(0,a.Enum)(\"top\",\"middle\",\"bottom\")},\n",
       "      function _(e,n,t,s,r){s();const i=(0,e(1).__importStar)(e(8)),a=e(22),l=e(13),_=window.Map,{hasOwnProperty:u}=Object.prototype;class d{}t.Kind=d,d.__name__=\"Kind\",function(e){class n extends d{valid(e){return!0}}n.__name__=\"Any\",e.Any=n;class t extends d{valid(e){return!0}}t.__name__=\"Unknown\",e.Unknown=t;class s extends d{valid(e){return i.isBoolean(e)}}s.__name__=\"Boolean\",e.Boolean=s;class r extends d{constructor(e){super(),this.obj_type=e}valid(e){return!0}}r.__name__=\"Ref\",e.Ref=r;class c extends d{valid(e){return!0}}c.__name__=\"AnyRef\",e.AnyRef=c;class o extends d{valid(e){return i.isNumber(e)}}o.__name__=\"Number\",e.Number=o;class p extends o{valid(e){return super.valid(e)&&i.isInteger(e)}}p.__name__=\"Int\",e.Int=p;class y extends o{valid(e){return super.valid(e)&&0<=e&&e<=1}}y.__name__=\"Percent\",e.Percent=y;class m extends d{constructor(e){super(),this.types=e,this.types=e}valid(e){return this.types.some((n=>n.valid(e)))}}m.__name__=\"Or\",e.Or=m;class v extends d{constructor(e){super(),this.types=e,this.types=e}valid(e){if(!i.isArray(e))return!1;for(let n=0;n<this.types.length;n++){const t=this.types[n],s=e[n];if(!t.valid(s))return!1}return!0}}v.__name__=\"Tuple\",e.Tuple=v;class w extends d{constructor(e){super(),this.struct_type=e}valid(e){if(!i.isPlainObject(e))return!1;const{struct_type:n}=this;if((0,l.size)(n)!=(0,l.size)(e))return!1;for(const t in n)if(u.call(n,t)){if(!u.call(e,t))return!1;const s=n[t],r=e[t];if(!s.valid(r))return!1}return!0}}w.__name__=\"Struct\",e.Struct=w;class h extends d{valid(e){return i.isArray(e)||i.isTypedArray(e)}}h.__name__=\"Arrayable\",e.Arrayable=h;class f extends d{constructor(e){super(),this.item_type=e}valid(e){return i.isArray(e)&&e.every((e=>this.item_type.valid(e)))}}f.__name__=\"Array\",e.Array=f;class K extends d{valid(e){return null===e}}K.__name__=\"Null\",e.Null=K;class b extends d{constructor(e){super(),this.base_type=e}valid(e){return null===e||this.base_type.valid(e)}}b.__name__=\"Nullable\",e.Nullable=b;class A extends d{constructor(e){super(),this.base_type=e}valid(e){return void 0===e||this.base_type.valid(e)}}A.__name__=\"Opt\",e.Opt=A;class x extends d{valid(e){return i.isString(e)}}x.__name__=\"String\",e.String=x;class S extends d{constructor(e){super(),this.values=new Set(e)}valid(e){return this.values.has(e)}*[Symbol.iterator](){yield*this.values}}S.__name__=\"Enum\",e.Enum=S;class N extends d{constructor(e){super(),this.item_type=e}valid(e){if(!i.isPlainObject(e))return!1;for(const n in e)if(u.call(e,n)){const t=e[n];if(!this.item_type.valid(t))return!1}return!0}}N.__name__=\"Dict\",e.Dict=N;class O extends d{constructor(e,n){super(),this.key_type=e,this.item_type=n}valid(e){if(!(e instanceof _))return!1;for(const[n,t]of e.entries())if(!this.key_type.valid(n)||!this.item_type.valid(t))return!1;return!0}}O.__name__=\"Map\",e.Map=O;class g extends d{valid(e){return(0,a.is_Color)(e)}}g.__name__=\"Color\",e.Color=g;class P extends d{valid(e){return i.isFunction(e)}}P.__name__=\"Function\",e.Function=P}(t.Kinds||(t.Kinds={})),t.Any=new t.Kinds.Any,t.Unknown=new t.Kinds.Unknown,t.Boolean=new t.Kinds.Boolean,t.Number=new t.Kinds.Number,t.Int=new t.Kinds.Int,t.String=new t.Kinds.String,t.Null=new t.Kinds.Null;t.Nullable=e=>new t.Kinds.Nullable(e);t.Opt=e=>new t.Kinds.Opt(e);t.Or=(...e)=>new t.Kinds.Or(e);t.Tuple=(...e)=>new t.Kinds.Tuple(e);t.Struct=e=>new t.Kinds.Struct(e),t.Arrayable=new t.Kinds.Arrayable;t.Array=e=>new t.Kinds.Array(e);t.Dict=e=>new t.Kinds.Dict(e);t.Map=(e,n)=>new t.Kinds.Map(e,n);t.Enum=(...e)=>new t.Kinds.Enum(e);t.Ref=e=>new t.Kinds.Ref(e);t.AnyRef=()=>new t.Kinds.AnyRef;t.Function=()=>new t.Kinds.Function,t.Percent=new t.Kinds.Percent,t.Alpha=t.Percent,t.Color=new t.Kinds.Color,t.Auto=(0,t.Enum)(\"auto\"),t.FontSize=t.String,t.Font=t.String,t.Angle=t.Number},\n",
       "      function _(n,t,r,e,s){e();const u=n(23),c=n(10),l=n(8),{round:i}=Math;function o(n){return(0,c.clamp)(i(n),0,255)}function a(){return[0,0,0,0]}function f(n){return[n>>24&255,n>>16&255,n>>8&255,255&n]}function d(n,t){var r;let e,s,u,c;return null==n?[e,s,u,c]=[0,0,0,0]:(0,l.isInteger)(n)?[e,s,u,c]=f(n):(0,l.isString)(n)?[e,s,u,c]=null!==(r=_(n))&&void 0!==r?r:[0,0,0,0]:([e,s,u,c=1]=n,c=o(255*c)),255==c&&null!=t&&(c=o(255*t)),[e,s,u,c]}r.transparent=a,r.encode_rgba=function([n,t,r,e]){return n<<24|t<<16|r<<8|e},r.decode_rgba=f,r.compose_alpha=function(n,t){return 255==(255&n)?4294967040&n|o(255*t):n},r.color2rgba=d;const h={0:\"0\",1:\"1\",2:\"2\",3:\"3\",4:\"4\",5:\"5\",6:\"6\",7:\"7\",8:\"8\",9:\"9\",10:\"a\",11:\"b\",12:\"c\",13:\"d\",14:\"e\",15:\"f\"};function g(n){return h[n>>4]+h[15&n]}r.color2css=function(n,t){const[r,e,s,u]=d(n,t);return`rgba(${r}, ${e}, ${s}, ${u/255})`},r.color2hex=function(n,t){const[r,e,s,u]=d(n,t),c=`#${g(r)}${g(e)}${g(s)}`;return 255==u?c:`${c}${g(u)}`},r.color2hexrgb=function(n){const[t,r,e]=d(n);return`#${g(t)}${g(r)}${g(e)}`};const b=/^rgba?\\(\\s*([^\\s,]+?)\\s+([^\\s,]+?)\\s+([^\\s,]+?)(?:\\s*\\/\\s*([^\\s,]+?))?\\s*\\)$/,$=/^rgba?\\(\\s*([^\\s,]+?)\\s*,\\s*([^\\s,]+?)\\s*,\\s*([^\\s,]+?)(?:\\s*,\\s*([^\\s,]+?))?\\s*\\)$/,m=(()=>{const n=document.createElement(\"canvas\");n.width=1,n.height=1;const t=n.getContext(\"2d\"),r=t.createLinearGradient(0,0,1,1);return n=>{t.fillStyle=r,t.fillStyle=n;const e=t.fillStyle;return e!=r?e:null}})();function _(n){var t;if(!(n=n.trim().toLowerCase()))return null;if(\"transparent\"==n)return[0,0,0,0];if((0,u.is_named_color)(n))return f(u.named_colors[n]);if(\"#\"==n[0]){const t=Number(`0x${n.substr(1)}`);if(isNaN(t))return null;switch(n.length-1){case 3:{const n=t>>8&15,r=t>>4&15,e=t>>0&15;return[n<<4|n,r<<4|r,e<<4|e,255]}case 4:{const n=t>>12&15,r=t>>8&15,e=t>>4&15,s=t>>0&15;return[n<<4|n,r<<4|r,e<<4|e,s<<4|s]}case 6:return[t>>16&255,t>>8&255,t>>0&255,255];case 8:return[t>>24&255,t>>16&255,t>>8&255,t>>0&255]}}else if(n.startsWith(\"rgb\")){const r=null!==(t=n.match(b))&&void 0!==t?t:n.match($);if(null!=r){let[,n,t,e,s=\"1\"]=r;const u=n.endsWith(\"%\"),c=t.endsWith(\"%\"),l=e.endsWith(\"%\"),i=s.endsWith(\"%\");if(!(u&&c&&l)&&(u||c||l))return null;u&&(n=n.slice(0,-1)),c&&(t=t.slice(0,-1)),l&&(e=e.slice(0,-1)),i&&(s=s.slice(0,-1));let a=Number(n),f=Number(t),d=Number(e),h=Number(s);return isNaN(a+f+d+h)?null:(u&&(a=a/100*255),c&&(f=f/100*255),l&&(d=d/100*255),h=255*(i?h/100:h),a=o(a),f=o(f),d=o(d),h=o(h),[a,f,d,h])}}else{const t=m(n);if(null!=t)return _(t)}return null}r.css4_parse=_,r.is_Color=function(n){return!!(0,l.isInteger)(n)||(!(!(0,l.isString)(n)||null==_(n))||!(!(0,l.isArray)(n)||3!=n.length&&4!=n.length))},r.is_dark=function([n,t,r]){return 1-(.299*n+.587*t+.114*r)/255>=.6}},\n",
       "      function _(e,r,l,a,i){a();l.named_colors={aliceblue:4042850303,antiquewhite:4209760255,aqua:16777215,aquamarine:2147472639,azure:4043309055,beige:4126530815,bisque:4293182719,black:255,blanchedalmond:4293643775,blue:65535,blueviolet:2318131967,brown:2771004159,burlywood:3736635391,cadetblue:1604231423,chartreuse:2147418367,chocolate:3530104575,coral:4286533887,cornflowerblue:1687547391,cornsilk:4294499583,crimson:3692313855,cyan:16777215,darkblue:35839,darkcyan:9145343,darkgoldenrod:3095792639,darkgray:2846468607,darkgreen:6553855,darkgrey:2846468607,darkkhaki:3182914559,darkmagenta:2332068863,darkolivegreen:1433087999,darkorange:4287365375,darkorchid:2570243327,darkred:2332033279,darksalmon:3918953215,darkseagreen:2411499519,darkslateblue:1211993087,darkslategray:793726975,darkslategrey:793726975,darkturquoise:13554175,darkviolet:2483082239,deeppink:4279538687,deepskyblue:12582911,dimgray:1768516095,dimgrey:1768516095,dodgerblue:512819199,firebrick:2988581631,floralwhite:4294635775,forestgreen:579543807,fuchsia:4278255615,gainsboro:3705462015,ghostwhite:4177068031,gold:4292280575,goldenrod:3668254975,gray:2155905279,green:8388863,greenyellow:2919182335,grey:2155905279,honeydew:4043305215,hotpink:4285117695,indianred:3445382399,indigo:1258324735,ivory:4294963455,khaki:4041641215,lavender:3873897215,lavenderblush:4293981695,lawngreen:2096890111,lemonchiffon:4294626815,lightblue:2916673279,lightcoral:4034953471,lightcyan:3774873599,lightgoldenrodyellow:4210742015,lightgray:3553874943,lightgreen:2431553791,lightgrey:3553874943,lightpink:4290167295,lightsalmon:4288707327,lightseagreen:548580095,lightskyblue:2278488831,lightslategray:2005441023,lightslategrey:2005441023,lightsteelblue:2965692159,lightyellow:4294959359,lime:16711935,limegreen:852308735,linen:4210091775,magenta:4278255615,maroon:2147483903,mediumaquamarine:1724754687,mediumblue:52735,mediumorchid:3126187007,mediumpurple:2473647103,mediumseagreen:1018393087,mediumslateblue:2070474495,mediumspringgreen:16423679,mediumturquoise:1221709055,mediumvioletred:3340076543,midnightblue:421097727,mintcream:4127193855,mistyrose:4293190143,moccasin:4293178879,navajowhite:4292783615,navy:33023,oldlace:4260751103,olive:2155872511,olivedrab:1804477439,orange:4289003775,orangered:4282712319,orchid:3664828159,palegoldenrod:4008225535,palegreen:2566625535,paleturquoise:2951671551,palevioletred:3681588223,papayawhip:4293907967,peachpuff:4292524543,peru:3448061951,pink:4290825215,plum:3718307327,powderblue:2967529215,purple:2147516671,rebeccapurple:1714657791,red:4278190335,rosybrown:3163525119,royalblue:1097458175,saddlebrown:2336560127,salmon:4202722047,sandybrown:4104413439,seagreen:780883967,seashell:4294307583,sienna:2689740287,silver:3233857791,skyblue:2278484991,slateblue:1784335871,slategray:1887473919,slategrey:1887473919,snow:4294638335,springgreen:16744447,steelblue:1182971135,tan:3535047935,teal:8421631,thistle:3636451583,tomato:4284696575,turquoise:1088475391,violet:4001558271,wheat:4125012991,white:4294967295,whitesmoke:4126537215,yellow:4294902015,yellowgreen:2597139199},l.is_named_color=function(e){return e in l.named_colors}},\n",
       "      function _(r,t,n,a,o){a(),n.GeneratorFunction=Object.getPrototypeOf((function*(){})).constructor,n.ColorArray=Uint32Array,n.RGBAArray=Uint8ClampedArray,n.infer_type=function(r,t){return r instanceof Float64Array||r instanceof Array||t instanceof Float64Array||t instanceof Array?Float64Array:Float32Array},n.ScreenArray=Float32Array,n.to_screen=function(r){return r instanceof Float32Array?r:Float32Array.from(r)},o(\"Indices\",r(25).BitSet)},\n",
       "      function _(t,s,r,e,i){var n;e();const o=t(26),a=t(11);class _{constructor(t,s=0){this.size=t,this[n]=\"BitSet\",this._count=null,this._nwords=Math.ceil(t/32),0==s||1==s?(this._array=new Uint32Array(this._nwords),1==s&&this._array.fill(4294967295)):((0,a.assert)(s.length==this._nwords,\"Initializer size mismatch\"),this._array=s)}clone(){return new _(this.size,new Uint32Array(this._array))}[(n=Symbol.toStringTag,o.equals)](t,s){if(!s.eq(this.size,t.size))return!1;const{_nwords:r}=this,e=this.size%r,i=0==e?r:r-1;for(let s=0;s<i;s++)if(this._array[s]!=t._array[s])return!1;if(0==e)return!0;{const s=1<<e-1,r=s-1^s;return(this._array[i]&r)==(t._array[i]&r)}}static all_set(t){return new _(t,1)}static all_unset(t){return new _(t,0)}static from_indices(t,s){const r=new _(t);for(const t of s)r.set(t);return r}static from_booleans(t,s){const r=new _(t),e=Math.min(t,s.length);for(let t=0;t<e;t++)s[t]&&r.set(t);return r}_check_bounds(t){(0,a.assert)(0<=t&&t<this.size,`Out of bounds: 0 <= ${t} < ${this.size}`)}get(t){this._check_bounds(t);const s=t>>>5,r=31&t;return!!(this._array[s]>>r&1)}set(t,s=!0){this._check_bounds(t),this._count=null;const r=t>>>5,e=31&t;s?this._array[r]|=1<<e:this._array[r]&=~(1<<e)}unset(t){this.set(t,!1)}*[Symbol.iterator](){yield*this.ones()}get count(){let t=this._count;return null==t&&(this._count=t=this._get_count()),t}_get_count(){const{_array:t,_nwords:s,size:r}=this;let e=0;for(let i=0,n=0;n<s;n++){const s=t[n];if(0==s)i+=32;else for(let t=0;t<32&&i<r;t++,i++)s>>>t&1&&(e+=1)}return e}*ones(){const{_array:t,_nwords:s,size:r}=this;for(let e=0,i=0;i<s;i++){const s=t[i];if(0!=s)for(let t=0;t<32&&e<r;t++,e++)s>>>t&1&&(yield e);else e+=32}}*zeros(){const{_array:t,_nwords:s,size:r}=this;for(let e=0,i=0;i<s;i++){const s=t[i];if(4294967295!=s)for(let t=0;t<32&&e<r;t++,e++)s>>>t&1||(yield e);else e+=32}}_check_size(t){(0,a.assert)(this.size==t.size,\"Size mismatch\")}add(t){this._check_size(t);for(let s=0;s<this._nwords;s++)this._array[s]|=t._array[s]}intersect(t){this._check_size(t);for(let s=0;s<this._nwords;s++)this._array[s]&=t._array[s]}subtract(t){this._check_size(t);for(let s=0;s<this._nwords;s++){const r=this._array[s],e=t._array[s];this._array[s]=(r^e)&r}}union(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++)s._array[r]|=t._array[r];return s}intersection(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++)s._array[r]&=t._array[r];return s}difference(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++){const e=this._array[r],i=t._array[r];s._array[r]=(e^i)&e}return s}select(t){(0,a.assert)(this.size<=t.length,\"Size mismatch\");const s=this.count,r=new t.constructor(s);let e=0;for(const s of this)r[e++]=t[s];return r}}r.BitSet=_,_.__name__=\"BitSet\"},\n",
       "      function _(t,e,r,n,s){n();const o=t(8),{hasOwnProperty:c}=Object.prototype;function a(t){return(0,o.isObject)(t)&&void 0!==t[r.equals]}r.equals=Symbol(\"equals\"),r.wildcard=Symbol(\"wildcard\");const i=Object.prototype.toString;class u{constructor(){this.a_stack=[],this.b_stack=[]}eq(t,e){if(Object.is(t,e))return!0;if(t===r.wildcard||e===r.wildcard)return!0;if(null==t||null==e)return t===e;const n=i.call(t);if(n!=i.call(e))return!1;switch(n){case\"[object Number]\":return this.numbers(t,e);case\"[object RegExp]\":case\"[object String]\":return`${t}`==`${e}`;case\"[object Date]\":case\"[object Boolean]\":return+t==+e}const{a_stack:s,b_stack:o}=this;let c=s.length;for(;c--;)if(s[c]===t)return o[c]===e;s.push(t),o.push(e);const u=(()=>{if(a(t)&&a(e))return t[r.equals](e,this);switch(n){case\"[object Array]\":case\"[object Uint8Array]\":case\"[object Int8Array]\":case\"[object Uint16Array]\":case\"[object Int16Array]\":case\"[object Uint32Array]\":case\"[object Int32Array]\":case\"[object Float32Array]\":case\"[object Float64Array]\":return this.arrays(t,e);case\"[object Map]\":return this.maps(t,e);case\"[object Set]\":return this.sets(t,e);case\"[object Object]\":if(t.constructor==e.constructor&&(null==t.constructor||t.constructor===Object))return this.objects(t,e);case\"[object Function]\":if(t.constructor==e.constructor&&t.constructor===Function)return this.eq(`${t}`,`${e}`)}if(t instanceof Node)return this.nodes(t,e);throw Error(`can't compare objects of type ${n}`)})();return s.pop(),o.pop(),u}numbers(t,e){return Object.is(t,e)}arrays(t,e){const{length:r}=t;if(r!=e.length)return!1;for(let n=0;n<r;n++)if(!this.eq(t[n],e[n]))return!1;return!0}iterables(t,e){const r=t[Symbol.iterator](),n=e[Symbol.iterator]();for(;;){const t=r.next(),e=n.next();if(t.done&&e.done)return!0;if(t.done||e.done)return!1;if(!this.eq(t.value,e.value))return!1}}maps(t,e){if(t.size!=e.size)return!1;for(const[r,n]of t)if(!e.has(r)||!this.eq(n,e.get(r)))return!1;return!0}sets(t,e){if(t.size!=e.size)return!1;for(const r of t)if(!e.has(r))return!1;return!0}objects(t,e){const r=Object.keys(t);if(r.length!=Object.keys(e).length)return!1;for(const n of r)if(!c.call(e,n)||!this.eq(t[n],e[n]))return!1;return!0}nodes(t,e){return t.nodeType==e.nodeType&&(t.textContent==e.textContent&&!!this.iterables(t.childNodes,e.childNodes))}}r.Comparator=u,u.__name__=\"Comparator\";const{abs:l}=Math;class b extends u{constructor(t=1e-4){super(),this.tolerance=t}numbers(t,e){return super.numbers(t,e)||l(t-e)<this.tolerance}}function f(t,e){return(new u).eq(t,e)}r.SimilarComparator=b,b.__name__=\"SimilarComparator\",r.is_equal=f,r.is_similar=function(t,e,r){return new b(r).eq(t,e)},r.isEqual=f},\n",
       "      function _(n,i,e,t,r){t(),e.is_windows=navigator.appVersion.includes(\"Windows\"),e.is_ie=(()=>{const n=navigator.userAgent;return n.includes(\"MSIE\")||n.includes(\"Trident\")||n.includes(\"Edge\")})(),e.is_mobile=\"undefined\"!=typeof window&&(\"ontouchstart\"in window||navigator.maxTouchPoints>0),e.is_little_endian=(()=>{const n=new ArrayBuffer(4),i=new Uint8Array(n);new Uint32Array(n)[1]=168496141;let e=!0;return 10==i[4]&&11==i[5]&&12==i[6]&&13==i[7]&&(e=!1),e})(),e.BYTE_ORDER=e.is_little_endian?\"little\":\"big\",e.to_big_endian=function(n){if(e.is_little_endian){const i=new Uint32Array(n.length),e=new DataView(i.buffer);let t=0;for(const i of n)e.setUint32(t,i),t+=4;return i}return n}},\n",
       "      function _(e,t,r,s,_){s();class i{constructor(){this._dev=!1,this._wireframe=!1,this._force_webgl=!1}set dev(e){this._dev=e}get dev(){return this._dev}set wireframe(e){this._wireframe=e}get wireframe(){return this._wireframe}set force_webgl(e){this._force_webgl=e}get force_webgl(){return this._force_webgl}}r.Settings=i,i.__name__=\"Settings\",r.settings=new i},\n",
       "      function _(e,s,t,i,r){var a,n,l,h,u,o,p,c;i();const y=e(8),_=e(11),A=e(26),q=e(30),d=e(31),z=Symbol(\"__ndarray__\");class D extends Uint8Array{constructor(e,s){super(e),this[a]=!0,this.dtype=\"uint8\",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>D.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>D.prototype[q.serialize].call(this,e))}[(a=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint8NDArray=D,D.__name__=\"Uint8NDArray\";class N extends Int8Array{constructor(e,s){super(e),this[n]=!0,this.dtype=\"int8\",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>N.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>N.prototype[q.serialize].call(this,e))}[(n=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int8NDArray=N,N.__name__=\"Int8NDArray\";class f extends Uint16Array{constructor(e,s){super(e),this[l]=!0,this.dtype=\"uint16\",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>f.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>f.prototype[q.serialize].call(this,e))}[(l=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint16NDArray=f,f.__name__=\"Uint16NDArray\";class m extends Int16Array{constructor(e,s){super(e),this[h]=!0,this.dtype=\"int16\",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>m.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>m.prototype[q.serialize].call(this,e))}[(h=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int16NDArray=m,m.__name__=\"Int16NDArray\";class g extends Uint32Array{constructor(e,s){super(e),this[u]=!0,this.dtype=\"uint32\",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>g.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>g.prototype[q.serialize].call(this,e))}[(u=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint32NDArray=g,g.__name__=\"Uint32NDArray\";class I extends Int32Array{constructor(e,s){super(e),this[o]=!0,this.dtype=\"int32\",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>I.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>I.prototype[q.serialize].call(this,e))}[(o=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int32NDArray=I,I.__name__=\"Int32NDArray\";class U extends Float32Array{constructor(e,s){super(e),this[p]=!0,this.dtype=\"float32\",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>U.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>U.prototype[q.serialize].call(this,e))}[(p=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Float32NDArray=U,U.__name__=\"Float32NDArray\";class w extends Float64Array{constructor(e,s){super(e),this[c]=!0,this.dtype=\"float64\",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>w.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>w.prototype[q.serialize].call(this,e))}[(c=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}function x(e){return(0,y.isObject)(e)&&void 0!==e[z]}t.Float64NDArray=w,w.__name__=\"Float64NDArray\",t.is_NDArray=x,t.ndarray=function(e,s={}){let{dtype:t}=s;null==t&&(t=e instanceof ArrayBuffer||(0,y.isArray)(e)?\"float64\":(()=>{switch(!0){case e instanceof Uint8Array:return\"uint8\";case e instanceof Int8Array:return\"int8\";case e instanceof Uint16Array:return\"uint16\";case e instanceof Int16Array:return\"int16\";case e instanceof Uint32Array:return\"uint32\";case e instanceof Int32Array:return\"int32\";case e instanceof Float32Array:return\"float32\";case e instanceof Float64Array:return\"float64\";default:(0,_.unreachable)()}})());const{shape:i}=s;switch(t){case\"uint8\":return new D(e,i);case\"int8\":return new N(e,i);case\"uint16\":return new f(e,i);case\"int16\":return new m(e,i);case\"uint32\":return new g(e,i);case\"int32\":return new I(e,i);case\"float32\":return new U(e,i);case\"float64\":return new w(e,i)}}},\n",
       "      function _(e,r,t,i,s){i();const n=e(11),a=e(13),l=e(8);t.serialize=Symbol(\"serialize\");class o extends Error{}t.SerializationError=o,o.__name__=\"SerializationError\";class f{constructor(e){var r;this._references=new Map,this._definitions=new Map,this._refmap=new Map,this.include_defaults=null===(r=null==e?void 0:e.include_defaults)||void 0===r||r}get_ref(e){return this._references.get(e)}add_ref(e,r){(0,n.assert)(!this._references.has(e)),this._references.set(e,r)}add_def(e,r){const t=this.get_ref(e);(0,n.assert)(null!=t),this._definitions.set(e,r),this._refmap.set(t,r)}get objects(){return new Set(this._references.keys())}get references(){return new Set(this._references.values())}get definitions(){return new Set(this._definitions.values())}resolve_ref(e){return this._refmap.get(e)}remove_ref(e){return this._references.delete(e)}remove_def(e){return this._definitions.delete(e)}to_serializable(e){const r=this.get_ref(e);if(null!=r)return r;if(function(e){return(0,l.isObject)(e)&&void 0!==e[t.serialize]}(e))return e[t.serialize](this);if((0,l.isArray)(e)||(0,l.isTypedArray)(e)){const r=e.length,t=new Array(r);for(let i=0;i<r;i++){const r=e[i];t[i]=this.to_serializable(r)}return t}if((0,l.isPlainObject)(e)){const r={};for(const[t,i]of(0,a.entries)(e))r[t]=this.to_serializable(i);return r}if(null===e||(0,l.isBoolean)(e)||(0,l.isNumber)(e)||(0,l.isString)(e))return e;throw new o(`${Object.prototype.toString.call(e)} is not serializable`)}}t.Serializer=f,f.__name__=\"Serializer\"},\n",
       "      function _(_,e,r,n,f){n();const t=_(8),o=_(27),s=_(32);r.is_NDArray_ref=function(_){return(0,t.isPlainObject)(_)&&(\"__buffer__\"in _||\"__ndarray__\"in _)},r.decode_NDArray=function(_,e){const{shape:r,dtype:n,order:f}=_;let t;if(\"__buffer__\"in _){const r=e.get(_.__buffer__);if(null==r)throw new Error(`buffer for ${_.__buffer__} not found`);t=r}else t=(0,s.base64_to_buffer)(_.__ndarray__);return f!==o.BYTE_ORDER&&(0,s.swap)(t,n),{buffer:t,dtype:n,shape:r}},r.encode_NDArray=function(_,e){const r={order:o.BYTE_ORDER,dtype:_.dtype,shape:_.shape};if(null!=e){const n=`${e.size}`;return e.set(n,_.buffer),Object.assign({__buffer__:n},r)}{const e={toJSON:()=>(0,s.buffer_to_base64)(_.buffer)};return Object.assign({__ndarray__:e},r)}}},\n",
       "      function _(t,n,e,r,o){r(),e.buffer_to_base64=function(t){const n=new Uint8Array(t),e=Array.from(n).map((t=>String.fromCharCode(t)));return btoa(e.join(\"\"))},e.base64_to_buffer=function(t){const n=atob(t),e=n.length,r=new Uint8Array(e);for(let t=0,o=e;t<o;t++)r[t]=n.charCodeAt(t);return r.buffer},e.swap=function(t,n){switch(n){case\"uint16\":case\"int16\":!function(t){const n=new Uint8Array(t);for(let t=0,e=n.length;t<e;t+=2){const e=n[t];n[t]=n[t+1],n[t+1]=e}}(t);break;case\"uint32\":case\"int32\":case\"float32\":!function(t){const n=new Uint8Array(t);for(let t=0,e=n.length;t<e;t+=4){let e=n[t];n[t]=n[t+3],n[t+3]=e,e=n[t+1],n[t+1]=n[t+2],n[t+2]=e}}(t);break;case\"float64\":!function(t){const n=new Uint8Array(t);for(let t=0,e=n.length;t<e;t+=8){let e=n[t];n[t]=n[t+7],n[t+7]=e,e=n[t+1],n[t+1]=n[t+6],n[t+6]=e,e=n[t+2],n[t+2]=n[t+5],n[t+5]=e,e=n[t+3],n[t+3]=n[t+4],n[t+4]=e}}(t)}}},\n",
       "      function _(t,r,e,s,a){s();const i=t(26);class n{is_Scalar(){return this.is_scalar}is_Vector(){return!this.is_scalar}}e.Uniform=n,n.__name__=\"Uniform\";class l extends n{constructor(t,r){super(),this.value=t,this.length=r,this.is_scalar=!0}get(t){return this.value}*[Symbol.iterator](){const{length:t,value:r}=this;for(let e=0;e<t;e++)yield r}select(t){return new l(this.value,t.count)}[i.equals](t,r){return r.eq(this.length,t.length)&&r.eq(this.value,t.value)}}e.UniformScalar=l,l.__name__=\"UniformScalar\";class o extends n{constructor(t){super(),this.array=t,this.is_scalar=!1,this.length=this.array.length}get(t){return this.array[t]}*[Symbol.iterator](){yield*this.array}select(t){const r=t.select(this.array);return new this.constructor(r)}[i.equals](t,r){return r.eq(this.length,t.length)&&r.eq(this.array,t.array)}}e.UniformVector=o,o.__name__=\"UniformVector\";class h extends o{constructor(t){super(t),this.array=t,this._view=new DataView(t.buffer)}get(t){return this._view.getUint32(4*t)}*[Symbol.iterator](){const t=this.length;for(let r=0;r<t;r++)yield this.get(r)}}e.ColorUniformVector=h,h.__name__=\"ColorUniformVector\"},\n",
       "      function _(t,e,r,n,u){n();const c=t(28);function s(){const t=new Array(32),e=\"0123456789ABCDEF\";for(let r=0;r<32;r++)t[r]=e.substr(Math.floor(16*Math.random()),1);return t[12]=\"4\",t[16]=e.substr(3&t[16].charCodeAt(0)|8,1),t.join(\"\")}r.startsWith=function(t,e,r=0){return t.substr(r,e.length)==e},r.uuid4=s;let a=1e3;r.uniqueId=function(t){const e=c.settings.dev?\"j\"+a++:s();return null!=t?`${t}-${e}`:e},r.escape=function(t){return t.replace(/(?:[&<>\"'`])/g,(t=>{switch(t){case\"&\":return\"&amp;\";case\"<\":return\"&lt;\";case\">\":return\"&gt;\";case'\"':return\"&quot;\";case\"'\":return\"&#x27;\";case\"`\":return\"&#x60;\";default:return t}}))},r.unescape=function(t){return t.replace(/&(amp|lt|gt|quot|#x27|#x60);/g,((t,e)=>{switch(e){case\"amp\":return\"&\";case\"lt\":return\"<\";case\"gt\":return\">\";case\"quot\":return'\"';case\"#x27\":return\"'\";case\"#x60\":return\"`\";default:return e}}))},r.use_strict=function(t){return`'use strict';\\n${t}`},r.to_fixed=function(t,e){return t.toFixed(e).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\")}},\n",
       "      function _(e,t,s,n,o){n();const i=e(30);class r{constructor(e){this.document=e}}s.DocumentEvent=r,r.__name__=\"DocumentEvent\";class a extends r{constructor(e,t,s){super(e),this.events=t,this.setter_id=s}}s.DocumentEventBatch=a,a.__name__=\"DocumentEventBatch\";class d extends r{}s.DocumentChangedEvent=d,d.__name__=\"DocumentChangedEvent\";class l extends d{constructor(e,t,s){super(e),this.msg_type=t,this.msg_data=s}[i.serialize](e){const t=this.msg_data,s=e.to_serializable(t);return{kind:\"MessageSent\",msg_type:this.msg_type,msg_data:s}}}s.MessageSentEvent=l,l.__name__=\"MessageSentEvent\";class _ extends d{constructor(e,t,s,n,o,i,r){super(e),this.model=t,this.attr=s,this.old=n,this.new_=o,this.setter_id=i,this.hint=r}[i.serialize](e){if(null!=this.hint)return e.to_serializable(this.hint);const t=this.new_,s=e.to_serializable(t);return this.model!=t&&e.remove_def(this.model),{kind:\"ModelChanged\",model:this.model.ref(),attr:this.attr,new:s}}}s.ModelChangedEvent=_,_.__name__=\"ModelChangedEvent\";class c extends d{constructor(e,t,s){super(e),this.column_source=t,this.patches=s}[i.serialize](e){return{kind:\"ColumnsPatched\",column_source:this.column_source,patches:this.patches}}}s.ColumnsPatchedEvent=c,c.__name__=\"ColumnsPatchedEvent\";class h extends d{constructor(e,t,s,n){super(e),this.column_source=t,this.data=s,this.rollover=n}[i.serialize](e){return{kind:\"ColumnsStreamed\",column_source:this.column_source,data:this.data,rollover:this.rollover}}}s.ColumnsStreamedEvent=h,h.__name__=\"ColumnsStreamedEvent\";class m extends d{constructor(e,t,s){super(e),this.title=t,this.setter_id=s}[i.serialize](e){return{kind:\"TitleChanged\",title:this.title}}}s.TitleChangedEvent=m,m.__name__=\"TitleChangedEvent\";class u extends d{constructor(e,t,s){super(e),this.model=t,this.setter_id=s}[i.serialize](e){return{kind:\"RootAdded\",model:e.to_serializable(this.model)}}}s.RootAddedEvent=u,u.__name__=\"RootAddedEvent\";class v extends d{constructor(e,t,s){super(e),this.model=t,this.setter_id=s}[i.serialize](e){return{kind:\"RootRemoved\",model:this.model.ref()}}}s.RootRemovedEvent=v,v.__name__=\"RootRemovedEvent\"},\n",
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       "      function _(t,_,r,o,a){o();const e=t(1);(0,e.__exportStar)(t(39),r),(0,e.__exportStar)(t(127),r),(0,e.__exportStar)(t(244),r),(0,e.__exportStar)(t(248),r),(0,e.__exportStar)(t(253),r),(0,e.__exportStar)(t(262),r),(0,e.__exportStar)(t(192),r),(0,e.__exportStar)(t(267),r),(0,e.__exportStar)(t(301),r),(0,e.__exportStar)(t(305),r),(0,e.__exportStar)(t(307),r),(0,e.__exportStar)(t(196),r),(0,e.__exportStar)(t(320),r),(0,e.__exportStar)(t(321),r),(0,e.__exportStar)(t(329),r),(0,e.__exportStar)(t(337),r),(0,e.__exportStar)(t(206),r),(0,e.__exportStar)(t(338),r),(0,e.__exportStar)(t(204),r),(0,e.__exportStar)(t(340),r),(0,e.__exportStar)(t(341),r),(0,e.__exportStar)(t(168),r),(0,e.__exportStar)(t(346),r),(0,e.__exportStar)(t(356),r),(0,e.__exportStar)(t(360),r)},\n",
       "      function _(e,o,n,a,t){a(),t(\"Annotation\",e(40).Annotation),t(\"Arrow\",e(68).Arrow),t(\"ArrowHead\",e(112).ArrowHead),t(\"OpenHead\",e(112).OpenHead),t(\"NormalHead\",e(112).NormalHead),t(\"TeeHead\",e(112).TeeHead),t(\"VeeHead\",e(112).VeeHead),t(\"Band\",e(114).Band),t(\"BoxAnnotation\",e(116).BoxAnnotation),t(\"ColorBar\",e(117).ColorBar),t(\"Label\",e(212).Label),t(\"LabelSet\",e(213).LabelSet),t(\"Legend\",e(214).Legend),t(\"LegendItem\",e(215).LegendItem),t(\"PolyAnnotation\",e(217).PolyAnnotation),t(\"Slope\",e(218).Slope),t(\"Span\",e(219).Span),t(\"TextAnnotation\",e(119).TextAnnotation),t(\"Title\",e(118).Title),t(\"ToolbarPanel\",e(220).ToolbarPanel),t(\"Tooltip\",e(241).Tooltip),t(\"Whisker\",e(243).Whisker)},\n",
       "      function _(t,e,i,n,s){var o;n();const l=t(41);class r extends l.RendererView{get_size(){if(this.model.visible){const{width:t,height:e}=this._get_size();return{width:Math.round(t),height:Math.round(e)}}return{width:0,height:0}}_get_size(){throw new Error(\"not implemented\")}connect_signals(){super.connect_signals();const t=this.model.properties;this.on_change(t.visible,(()=>{null!=this.layout&&(this.layout.visible=this.model.visible,this.plot_view.request_layout())}))}get needs_clip(){return null==this.layout}serializable_state(){const t=super.serializable_state();return null==this.layout?t:Object.assign(Object.assign({},t),{bbox:this.layout.bbox.box})}}i.AnnotationView=r,r.__name__=\"AnnotationView\";class a extends l.Renderer{constructor(t){super(t)}}i.Annotation=a,o=a,a.__name__=\"Annotation\",o.override({level:\"annotation\"})},\n",
       "      function _(e,i,t,n,s){n();const r=e(1);var o,a;const _=e(42),l=(0,r.__importStar)(e(45)),d=e(20),h=e(53),u=e(54);class c extends h.Model{constructor(e){super(e)}}t.RendererGroup=c,o=c,c.__name__=\"RendererGroup\",o.define((({Boolean:e})=>({visible:[e,!0]})));class p extends _.View{get coordinates(){const{_coordinates:e}=this;return null!=e?e:this._coordinates=this._initialize_coordinates()}initialize(){super.initialize(),this.visuals=new l.Visuals(this),this.needs_webgl_blit=!1}connect_signals(){super.connect_signals();const{x_range_name:e,y_range_name:i}=this.model.properties;this.on_change([e,i],(()=>this._initialize_coordinates()));const{group:t}=this.model;null!=t&&this.on_change(t.properties.visible,(()=>{this.model.visible=t.visible}))}_initialize_coordinates(){const{coordinates:e}=this.model,{frame:i}=this.plot_view;if(null!=e)return e.get_transform(i);{const{x_range_name:e,y_range_name:t}=this.model,n=i.x_scales.get(e),s=i.y_scales.get(t);return new u.CoordinateTransform(n,s)}}get plot_view(){return this.parent}get plot_model(){return this.parent.model}get layer(){const{overlays:e,primary:i}=this.canvas;return\"overlay\"==this.model.level?e:i}get canvas(){return this.plot_view.canvas_view}request_render(){this.request_paint()}request_paint(){this.plot_view.request_paint(this)}request_layout(){this.plot_view.request_layout()}notify_finished(){this.plot_view.notify_finished()}notify_finished_after_paint(){this.plot_view.notify_finished_after_paint()}get needs_clip(){return!1}get has_webgl(){return!1}render(){this.model.visible&&this._render(),this._has_finished=!0}renderer_view(e){}}t.RendererView=p,p.__name__=\"RendererView\";class g extends h.Model{constructor(e){super(e)}}t.Renderer=g,a=g,g.__name__=\"Renderer\",a.define((({Boolean:e,String:i,Ref:t,Nullable:n})=>({group:[n(t(c)),null],level:[d.RenderLevel,\"image\"],visible:[e,!0],x_range_name:[i,\"default\"],y_range_name:[i,\"default\"],coordinates:[n(t(u.CoordinateMapping)),null]})))},\n",
       "      function _(t,e,s,i,n){i();const o=t(1),h=t(15),r=t(43),l=t(8),_=(0,o.__importDefault)(t(44));class d{constructor(t){this.removed=new h.Signal0(this,\"removed\"),this._ready=Promise.resolve(void 0),this._slots=new WeakMap,this._idle_notified=!1;const{model:e,parent:s}=t;this.model=e,this.parent=s,this.root=null==s?this:s.root,this.removed.emit()}get ready(){return this._ready}connect(t,e){let s=this._slots.get(e);return null==s&&(s=(t,s)=>{const i=Promise.resolve(e.call(this,t,s));this._ready=this._ready.then((()=>i))},this._slots.set(e,s)),t.connect(s,this)}disconnect(t,e){return t.disconnect(e,this)}initialize(){this._has_finished=!1,this.is_root&&(this._stylesheet=r.stylesheet);for(const t of this.styles())this.stylesheet.append(t)}async lazy_initialize(){}remove(){this.disconnect_signals(),this.removed.emit()}toString(){return`${this.model.type}View(${this.model.id})`}serializable_state(){return{type:this.model.type}}get is_root(){return null==this.parent}has_finished(){return this._has_finished}get is_idle(){return this.has_finished()}connect_signals(){}disconnect_signals(){h.Signal.disconnect_receiver(this)}on_change(t,e){for(const s of(0,l.isArray)(t)?t:[t])this.connect(s.change,e)}cursor(t,e){return null}get stylesheet(){return this.is_root?this._stylesheet:this.root.stylesheet}styles(){return[_.default]}notify_finished(){this.is_root?!this._idle_notified&&this.has_finished()&&null!=this.model.document&&(this._idle_notified=!0,this.model.document.notify_idle(this.model)):this.root.notify_finished()}}s.View=d,d.__name__=\"View\"},\n",
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Promise(((t,e)=>{document.addEventListener(\"DOMContentLoaded\",(()=>t()),{once:!0})}))}},\n",
       "      function _(o,i,t,e,r){e(),t.root=\"bk-root\",t.default=\".bk-root{position:relative;width:auto;height:auto;box-sizing:border-box;font-family:Helvetica, Arial, sans-serif;font-size:13px;}.bk-root .bk,.bk-root .bk:before,.bk-root .bk:after{box-sizing:inherit;margin:0;border:0;padding:0;background-image:none;font-family:inherit;font-size:100%;line-height:1.42857143;}.bk-root pre.bk{font-family:Courier, monospace;}\"},\n",
       "      function _(e,t,r,a,c){a();const n=e(1),l=e(46);c(\"Line\",l.Line),c(\"LineScalar\",l.LineScalar),c(\"LineVector\",l.LineVector);const i=e(49);c(\"Fill\",i.Fill),c(\"FillScalar\",i.FillScalar),c(\"FillVector\",i.FillVector);const s=e(50);c(\"Text\",s.Text),c(\"TextScalar\",s.TextScalar),c(\"TextVector\",s.TextVector);const o=e(51);c(\"Hatch\",o.Hatch),c(\"HatchScalar\",o.HatchScalar),c(\"HatchVector\",o.HatchVector);const u=(0,n.__importStar)(e(48)),V=e(47);c(\"VisualProperties\",V.VisualProperties),c(\"VisualUniforms\",V.VisualUniforms);class h{constructor(e){this._visuals=[];for(const[t,r]of e.model._mixins){const a=(()=>{switch(r){case u.Line:return new l.Line(e,t);case u.LineScalar:return new l.LineScalar(e,t);case u.LineVector:return new l.LineVector(e,t);case u.Fill:return new i.Fill(e,t);case u.FillScalar:return new i.FillScalar(e,t);case u.FillVector:return new i.FillVector(e,t);case u.Text:return new s.Text(e,t);case u.TextScalar:return new s.TextScalar(e,t);case u.TextVector:return new s.TextVector(e,t);case u.Hatch:return new o.Hatch(e,t);case u.HatchScalar:return new o.HatchScalar(e,t);case u.HatchVector:return new o.HatchVector(e,t);default:throw new Error(\"unknown visual\")}})();a instanceof V.VisualProperties&&a.update(),this._visuals.push(a),Object.defineProperty(this,t+a.type,{get:()=>a,configurable:!1,enumerable:!0})}}*[Symbol.iterator](){yield*this._visuals}}r.Visuals=h,h.__name__=\"Visuals\"},\n",
       "      function _(e,t,i,l,s){l();const a=e(1),n=e(47),h=(0,a.__importStar)(e(48)),o=e(22),_=e(8);function r(e){if((0,_.isArray)(e))return e;switch(e){case\"solid\":return[];case\"dashed\":return[6];case\"dotted\":return[2,4];case\"dotdash\":return[2,4,6,4];case\"dashdot\":return[6,4,2,4];default:return e.split(\" \").map(Number).filter(_.isInteger)}}i.resolve_line_dash=r;class u extends n.VisualProperties{get doit(){const e=this.line_color.get_value(),t=this.line_alpha.get_value(),i=this.line_width.get_value();return!(null==e||0==t||0==i)}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<t;r++){const t=this.hatch_color.get(r),i=this.hatch_alpha.get(r),h=this.hatch_scale.get(r);e(this.hatch_pattern.get(r),t,i,h,this.hatch_weight.get(r),(t=>{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<e.length;n++)t[n]=r(e[n]);return t}invert(e){return this.s_invert(e)}v_invert(e){const t=new Float64Array(e.length),{s_invert:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}r_compute(e,t){const{s_compute:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}r_invert(e,t){const{s_invert:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}}r.Scale=u,_=u,u.__name__=\"Scale\",_.internal((({Ref:e})=>({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 e<i*a?e=i*a:a=e/i,n.x1=s+.5*e,n.x0=s-.5*e,n.y1=l+.5*a,n.y0=l-.5*a,n}_compute_min_max(t,i){let n,e,a=d.empty();for(const[i,n]of t)i.visible&&(a=d.union(a,n));return[n,e]=0==i?[a.x0,a.x1]:[a.y0,a.y1],[n,e]}_compute_range(t,i){const n=this.range_padding;let e,a;if(null!=this._initial_start&&(t=this._initial_start),null!=this._initial_end&&(i=this._initial_end),\"log\"==this.scale_hint){let s,l;if((isNaN(t)||!isFinite(t)||t<=0)&&(t=isNaN(i)||!isFinite(i)||i<=0?.1:i/100,h.logger.warn(`could not determine minimum data value for log axis, DataRange1d using value ${t}`)),(isNaN(i)||!isFinite(i)||i<=0)&&(i=isNaN(t)||!isFinite(t)||t<=0?10:100*t,h.logger.warn(`could not determine maximum data value for log axis, DataRange1d using value ${i}`)),i==t)l=this.default_span+.001,s=Math.log(t)/Math.log(10);else{let e,a;\"percent\"==this.range_padding_units?(e=Math.log(t)/Math.log(10),a=Math.log(i)/Math.log(10),l=(a-e)*(1+n)):(e=Math.log(t-n)/Math.log(10),a=Math.log(i+n)/Math.log(10),l=a-e),s=(e+a)/2}e=10**(s-l/2),a=10**(s+l/2)}else{let s;s=i==t?this.default_span:\"percent\"==this.range_padding_units?(i-t)*(1+n):i-t+2*n;const l=(i+t)/2;e=l-s/2,a=l+s/2}let s=1;this.flipped&&([e,a]=[a,e],s=-1);const l=this.follow_interval;return null!=l&&Math.abs(e-a)>l&&(\"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 t<this.x0?t=this.x0:t>this.x1&&(t=this.x1),i<this.y0?i=this.y0:i>this.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.x1<this.x0||t.x0>this.x1||t.y1<this.y0||t.y0>this.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;h<t.length;h++)i[h]=e+t[h];return i}}}get yview(){return{compute:t=>this.bottom-t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.bottom;for(let h=0;h<t.length;h++)i[h]=e-t[h];return i}}}}e.BBox=o,o.__name__=\"BBox\"},\n",
       "      function _(n,e,t,r,u){r();const l=n(9);t.compute_renderers=function(n,e,t){if(null==n)return[];let r=\"auto\"==n?e:n;return t.length>0&&(r=r.filter((n=>(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;s<t.length;s++){const r=t[s];if(i.has(r))throw new Error(`duplicate factor or subfactor: ${r}`);i.set(r,{value:.5+s*(1+n)+e})}return[i,(t.length-1)*n]}function d(t,n,e,i=0){var s;const r=new Map,a=new Map;for(const[n,e]of t){const t=null!==(s=a.get(n))&&void 0!==s?s:[];a.set(n,[...t,e])}let o=i,g=0;for(const[t,i]of a){const s=i.length,[a,p]=h(i,e,o);g+=p;const l=(0,c.sum)(i.map((t=>a.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<n;i++)e[i]=this.synthetic(t[i]);return e}_init(t){const{levels:n,mapping:e,tops:i,mids:s,inside_padding:r}=(()=>{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 lazy_initialize(){await super.lazy_initialize();const{start:t,end:e}=this.model;null!=t&&(this.start=await(0,c.build_view)(t,{parent:this})),null!=e&&(this.end=await(0,c.build_view)(e,{parent:this}))}set_data(t){var e,s;super.set_data(t),null===(e=this.start)||void 0===e||e.set_data(t),null===(s=this.end)||void 0===s||s.set_data(t)}remove(){var t,e;null===(t=this.start)||void 0===t||t.remove(),null===(e=this.end)||void 0===e||e.remove(),super.remove()}map_data(){const{frame:t}=this.plot_view;\"data\"==this.model.start_units?(this._sx_start=this.coordinates.x_scale.v_compute(this._x_start),this._sy_start=this.coordinates.y_scale.v_compute(this._y_start)):(this._sx_start=t.bbox.xview.v_compute(this._x_start),this._sy_start=t.bbox.yview.v_compute(this._y_start)),\"data\"==this.model.end_units?(this._sx_end=this.coordinates.x_scale.v_compute(this._x_end),this._sy_end=this.coordinates.y_scale.v_compute(this._y_end)):(this._sx_end=t.bbox.xview.v_compute(this._x_end),this._sy_end=t.bbox.yview.v_compute(this._y_end));const{_sx_start:e,_sy_start:s,_sx_end:a,_sy_end:i}=this,n=e.length,_=this._angles=new h.ScreenArray(n);for(let t=0;t<n;t++)_[t]=Math.PI/2+(0,v.atan2)([e[t],s[t]],[a[t],i[t]])}paint(t){const{start:e,end:s}=this,{_sx_start:a,_sy_start:i,_sx_end:n,_sy_end:_,_angles:r}=this,{x:o,y:l,width:d,height:h}=this.plot_view.frame.bbox;for(let c=0,u=a.length;c<u;c++)null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.render(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.render(t,c),t.restore()),this.visuals.line.doit&&(t.save(),null==e&&null==s||(t.beginPath(),t.rect(o,l,d,h),null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.clip(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.clip(t,c),t.restore()),t.closePath(),t.clip()),this.visuals.line.set_vectorize(t,c),t.beginPath(),t.moveTo(a[c],i[c]),t.lineTo(n[c],_[c]),t.stroke(),t.restore())}}s.ArrowView=p,p.__name__=\"ArrowView\";class x extends r.DataAnnotation{constructor(t){super(t)}}s.Arrow=x,_=x,x.__name__=\"Arrow\",_.prototype.default_view=p,_.mixins(l.LineVector),_.define((({Ref:t,Nullable:e})=>({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<e?(l=new t.constructor(e),l.set(t,0)):l=t;for(let t=o,n=r;t<n;t++)l[t-o]=l[t];for(let t=0,e=n.length;t<e;t++)l[t+(r-o)]=n[t];return l}{const e=new t.constructor(n);return u.concat(t,e)}}throw new Error(\"unsupported array types\")}function m(t,n){let e,s,o;return(0,i.isNumber)(t)?(e=t,o=t+1,s=1):(e=null!=t.start?t.start:0,o=null!=t.stop?t.stop:n,s=null!=t.step?t.step:1),[e,o,s]}function _(t,n){const e=new Set;let s=!1;for(const[o,r]of n){let n,l,c,a;if((0,i.isArray)(o)){const[s]=o;e.add(s),n=t[s].shape,l=t[s],a=r,2===o.length?(n=[1,n[0]],c=[o[0],0,o[1]]):c=o}else(0,i.isNumber)(o)?(a=[r],e.add(o)):(a=r,s=!0),c=[0,0,o],n=[1,t.length],l=t;let u=0;const[h,d,f]=m(c[1],n[0]),[_,p,g]=m(c[2],n[1]);for(let t=h;t<d;t+=f)for(let o=_;o<p;o+=g)s&&e.add(o),l[t*n[1]+o]=a[u],u++}return e}e.stream_to_column=f,e.slice=m,e.patch_to_column=_;class p extends c.ColumnarDataSource{constructor(t){super(t)}stream(t,n,e){const{data:s}=this;for(const[e,o]of(0,a.entries)(t))s[e]=f(s[e],o,n);if(this.setv({data:s},{silent:!0}),this.streaming.emit(),null!=this.document){const s=new d.ColumnsStreamedEvent(this.document,this.ref(),t,n);this.document._notify_change(this,\"data\",null,null,{setter_id:e,hint:s})}}patch(t,n){const{data:e}=this;let s=new Set;for(const[n,o]of(0,a.entries)(t))s=(0,h.union)(s,_(e[n],o));if(this.setv({data:e},{silent:!0}),this.patching.emit([...s]),null!=this.document){const e=new d.ColumnsPatchedEvent(this.document,this.ref(),t);this.document._notify_change(this,\"data\",null,null,{setter_id:n,hint:e})}}}e.ColumnDataSource=p,l=p,p.__name__=\"ColumnDataSource\",l.define((({Dict:t,Any:n})=>({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 e<n&&n<o},function(n){function t(n,t,o,r){const c=g(n.length,t.length);o=null!=o?o:n,r=null!=r?r:t;for(let l=0;l<c;l++){const c=n[l],i=t[l],[u,a]=e.wgs84_mercator.compute(c,i);o[l]=u,r[l]=a}}n.project_xy=t,n.project_xsys=function(n,e,o,r){const c=g(n.length,e.length);o=null!=o?o:n,r=null!=r?r:e;for(let l=0;l<c;l++)t(n[l],e[l],o[l],r[l])}}(e.inplace||(e.inplace={})),e.project_xy=m,e.project_xsys=function(n,t){const e=g(n.length,t.length),o=new Array(e),r=new Array(e);for(let c=0;c<e;c++){const[e,l]=m(n[c],t[c]);o[c]=e,r[c]=l}return[o,r]}},\n",
       "      function _(e,n,t,r,o){r();const a=e(1),i=(0,a.__importDefault)(e(80)),c=(0,a.__importDefault)(e(106));var u=(0,i.default)(\"WGS84\");function f(e,n,t,r){var o,a,i;return Array.isArray(t)?(o=(0,c.default)(e,n,t,r)||{x:NaN,y:NaN},t.length>2?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 0!==e.name&&\"geocent\"===e.name||void 0!==n.name&&\"geocent\"===n.name){if(\"x\"===r||\"y\"===r||\"z\"===r)return}else if(\"x\"===r||\"y\"===r)return;a[r]=t[r]})),a)}function l(e){return e instanceof i.default?e:e.oProj?e.oProj:(0,i.default)(e)}t.default=function(e,n,t){e=l(e);var r,o=!1;return void 0===n?(n=e,e=u,o=!0):(void 0!==n.x||Array.isArray(n))&&(t=n,n=e,e=u,o=!0),n=l(n),t?f(e,n,t):(r={forward:function(t,r){return f(e,n,t,r)},inverse:function(t,r){return f(n,e,t,r)}},o&&(r.oProj=n),r)}},\n",
       "      function _(t,e,a,s,i){s();const l=t(1),u=(0,l.__importDefault)(t(81)),r=(0,l.__importDefault)(t(92)),d=(0,l.__importDefault)(t(93)),o=t(101),f=(0,l.__importDefault)(t(103)),p=(0,l.__importDefault)(t(104)),m=(0,l.__importDefault)(t(88)),n=t(105);function h(t,e){if(!(this instanceof h))return new h(t);e=e||function(t){if(t)throw t};var a=(0,u.default)(t);if(\"object\"==typeof a){var s=h.projections.get(a.projName);if(s){if(a.datumCode&&\"none\"!==a.datumCode){var 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 +no_defs\"),t.WGS84=t[\"EPSG:4326\"],t[\"EPSG:3785\"]=t[\"EPSG:3857\"],t.GOOGLE=t[\"EPSG:3857\"],t[\"EPSG:900913\"]=t[\"EPSG:3857\"],t[\"EPSG:102113\"]=t[\"EPSG:3857\"]}},\n",
       "      function _(t,n,o,a,u){a();const e=t(1),r=t(85),i=(0,e.__importDefault)(t(86)),f=(0,e.__importDefault)(t(87)),l=(0,e.__importDefault)(t(88));o.default=function(t){var n,o,a,u={},e=t.split(\"+\").map((function(t){return t.trim()})).filter((function(t){return t})).reduce((function(t,n){var o=n.split(\"=\");return o.push(!0),t[o[0].toLowerCase()]=o[1],t}),{}),c={proj:\"projName\",datum:\"datumCode\",rf:function(t){u.rf=parseFloat(t)},lat_0:function(t){u.lat0=t*r.D2R},lat_1:function(t){u.lat1=t*r.D2R},lat_2:function(t){u.lat2=t*r.D2R},lat_ts:function(t){u.lat_ts=t*r.D2R},lon_0:function(t){u.long0=t*r.D2R},lon_1:function(t){u.long1=t*r.D2R},lon_2:function(t){u.long2=t*r.D2R},alpha:function(t){u.alpha=parseFloat(t)*r.D2R},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;++f<a.length;)if((t=a[f]).toLowerCase().replace(o,\"\")===n)return e[t]}},\n",
       "      function _(e,a,t,o,n){o();const r=e(1);const l=(0,r.__importDefault)(e(90)),d=e(91);function i(e){return.017453292519943295*e}t.default=function(e){var a=(0,l.default)(e),t=a.shift(),o=a.shift();a.unshift([\"name\",o]),a.unshift([\"type\",t]);var n={};return(0,d.sExpr)(a,n),function(e){if(\"GEOGCS\"===e.type?e.projName=\"longlat\":\"LOCAL_CS\"===e.type?(e.projName=\"identity\",e.local=!0):\"object\"==typeof e.PROJECTION?e.projName=Object.keys(e.PROJECTION)[0]:e.projName=e.PROJECTION,e.AXIS){for(var a=\"\",t=0,o=e.AXIS.length;t<o;++t){var n=[e.AXIS[t][0].toLowerCase(),e.AXIS[t][1].toLowerCase()];-1!==n[0].indexOf(\"north\")||(\"y\"===n[0]||\"lat\"===n[0])&&\"north\"===n[1]?a+=\"n\":-1!==n[0].indexOf(\"south\")||(\"y\"===n[0]||\"lat\"===n[0])&&\"south\"===n[1]?a+=\"s\":-1!==n[0].indexOf(\"east\")||(\"x\"===n[0]||\"lon\"===n[0])&&\"east\"===n[1]?a+=\"e\":-1===n[0].indexOf(\"west\")&&(\"x\"!==n[0]&&\"lon\"!==n[0]||\"west\"!==n[1])||(a+=\"w\")}2===a.length&&(a+=\"u\"),3===a.length&&(e.axis=a)}e.UNIT&&(e.units=e.UNIT.name.toLowerCase(),\"metre\"===e.units&&(e.units=\"meter\"),e.UNIT.convert&&(\"GEOGCS\"===e.type?e.DATUM&&e.DATUM.SPHEROID&&(e.to_meter=e.UNIT.convert*e.DATUM.SPHEROID.a):e.to_meter=e.UNIT.convert));var r=e.GEOGCS;function l(a){return a*(e.to_meter||1)}\"GEOGCS\"===e.type&&(r=e),r&&(r.DATUM?e.datumCode=r.DATUM.name.toLowerCase():e.datumCode=r.name.toLowerCase(),\"d_\"===e.datumCode.slice(0,2)&&(e.datumCode=e.datumCode.slice(2)),\"new_zealand_geodetic_datum_1949\"!==e.datumCode&&\"new_zealand_1949\"!==e.datumCode||(e.datumCode=\"nzgd49\"),\"wgs_1984\"!==e.datumCode&&\"world_geodetic_system_1984\"!==e.datumCode||(\"Mercator_Auxiliary_Sphere\"===e.PROJECTION&&(e.sphere=!0),e.datumCode=\"wgs84\"),\"_ferro\"===e.datumCode.slice(-6)&&(e.datumCode=e.datumCode.slice(0,-6)),\"_jakarta\"===e.datumCode.slice(-8)&&(e.datumCode=e.datumCode.slice(0,-8)),~e.datumCode.indexOf(\"belge\")&&(e.datumCode=\"rnb72\"),r.DATUM&&r.DATUM.SPHEROID&&(e.ellps=r.DATUM.SPHEROID.name.replace(\"_19\",\"\").replace(/[Cc]larke\\_18/,\"clrk\"),\"international\"===e.ellps.toLowerCase().slice(0,13)&&(e.ellps=\"intl\"),e.a=r.DATUM.SPHEROID.a,e.rf=parseFloat(r.DATUM.SPHEROID.rf,10)),r.DATUM&&r.DATUM.TOWGS84&&(e.datum_params=r.DATUM.TOWGS84),~e.datumCode.indexOf(\"osgb_1936\")&&(e.datumCode=\"osgb36\"),~e.datumCode.indexOf(\"osni_1952\")&&(e.datumCode=\"osni52\"),(~e.datumCode.indexOf(\"tm65\")||~e.datumCode.indexOf(\"geodetic_datum_of_1965\"))&&(e.datumCode=\"ire65\"),\"ch1903+\"===e.datumCode&&(e.datumCode=\"ch1903\"),~e.datumCode.indexOf(\"israel\")&&(e.datumCode=\"isr93\")),e.b&&!isFinite(e.b)&&(e.b=e.a),[[\"standard_parallel_1\",\"Standard_Parallel_1\"],[\"standard_parallel_1\",\"Latitude of 1st standard parallel\"],[\"standard_parallel_2\",\"Standard_Parallel_2\"],[\"standard_parallel_2\",\"Latitude of 2nd standard parallel\"],[\"false_easting\",\"False_Easting\"],[\"false_easting\",\"False easting\"],[\"false-easting\",\"Easting at false origin\"],[\"false_northing\",\"False_Northing\"],[\"false_northing\",\"False northing\"],[\"false_northing\",\"Northing at false origin\"],[\"central_meridian\",\"Central_Meridian\"],[\"central_meridian\",\"Longitude of natural origin\"],[\"central_meridian\",\"Longitude of false origin\"],[\"latitude_of_origin\",\"Latitude_Of_Origin\"],[\"latitude_of_origin\",\"Central_Parallel\"],[\"latitude_of_origin\",\"Latitude of natural origin\"],[\"latitude_of_origin\",\"Latitude of false origin\"],[\"scale_factor\",\"Scale_Factor\"],[\"k0\",\"scale_factor\"],[\"latitude_of_center\",\"Latitude_Of_Center\"],[\"latitude_of_center\",\"Latitude_of_center\"],[\"lat0\",\"latitude_of_center\",i],[\"longitude_of_center\",\"Longitude_Of_Center\"],[\"longitude_of_center\",\"Longitude_of_center\"],[\"longc\",\"longitude_of_center\",i],[\"x0\",\"false_easting\",l],[\"y0\",\"false_northing\",l],[\"long0\",\"central_meridian\",i],[\"lat0\",\"latitude_of_origin\",i],[\"lat0\",\"standard_parallel_1\",i],[\"lat1\",\"standard_parallel_1\",i],[\"lat2\",\"standard_parallel_2\",i],[\"azimuth\",\"Azimuth\"],[\"alpha\",\"azimuth\",i],[\"srsCode\",\"name\"]].forEach((function(a){return t=e,n=(o=a)[0],r=o[1],void(!(n in t)&&r in t&&(t[n]=t[r],3===o.length&&(t[n]=o[2](t[n]))));var t,o,n,r})),e.long0||!e.longc||\"Albers_Conic_Equal_Area\"!==e.projName&&\"Lambert_Azimuthal_Equal_Area\"!==e.projName||(e.long0=e.longc),e.lat_ts||!e.lat1||\"Stereographic_South_Pole\"!==e.projName&&\"Polar Stereographic (variant B)\"!==e.projName||(e.lat0=i(e.lat1>0?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.place<this.text.length;)this.readCharicter();if(-1===this.state)return this.root;throw new Error('unable to parse string \"'+this.text+'\". State is '+this.state)}},\n",
       "      function _(e,a,r,s,c){function n(e,a,r){Array.isArray(a)&&(r.unshift(a),a=null);var s=a?{}:e,c=r.reduce((function(e,a){return E(a,e),e}),s);a&&(e[a]=c)}function E(e,a){if(Array.isArray(e)){var r=e.shift();if(\"PARAMETER\"===r&&(r=e.shift()),1===e.length)return Array.isArray(e[0])?(a[r]={},void E(e[0],a[r])):void(a[r]=e[0]);if(e.length)if(\"TOWGS84\"!==r){if(\"AXIS\"===r)return r in a||(a[r]=[]),void a[r].push(e);var s;switch(Array.isArray(r)||(a[r]={}),r){case\"UNIT\":case\"PRIMEM\":case\"VERT_DATUM\":return a[r]={name:e[0].toLowerCase(),convert:e[1]},void(3===e.length&&E(e[2],a[r]));case\"SPHEROID\":case\"ELLIPSOID\":return a[r]={name:e[0],a:e[1],rf:e[2]},void(4===e.length&&E(e[3],a[r]));case\"PROJECTEDCRS\":case\"PROJCRS\":case\"GEOGCS\":case\"GEOCCS\":case\"PROJCS\":case\"LOCAL_CS\":case\"GEODCRS\":case\"GEODETICCRS\":case\"GEODETICDATUM\":case\"EDATUM\":case\"ENGINEERINGDATUM\":case\"VERT_CS\":case\"VERTCRS\":case\"VERTICALCRS\":case\"COMPD_CS\":case\"COMPOUNDCRS\":case\"ENGINEERINGCRS\":case\"ENGCRS\":case\"FITTED_CS\":case\"LOCAL_DATUM\":case\"DATUM\":return e[0]=[\"name\",e[0]],void n(a,r,e);default:for(s=-1;++s<e.length;)if(!Array.isArray(e[s]))return E(e,a[r]);return n(a,r,e)}}else a[r]=e;else a[r]=!0}else a[e]=!0}s(),r.sExpr=E},\n",
       "      function _(n,r,f,i,t){i(),f.default=function(n,r){var f,i;if(n=n||{},!r)return n;for(i in r)void 0!==(f=r[i])&&(n[i]=f);return n}},\n",
       "      function _(t,o,a,e,n){e();const r=t(1),f=(0,r.__importDefault)(t(94)),u=(0,r.__importDefault)(t(100));var i=[f.default,u.default],c={},d=[];function s(t,o){var a=d.length;return t.names?(d[a]=t,t.names.forEach((function(t){c[t.toLowerCase()]=a})),this):(console.log(o),!0)}function l(t){if(!t)return!1;var o=t.toLowerCase();return void 0!==c[o]&&d[c[o]]?d[c[o]]:void 0}function v(){i.forEach(s)}a.add=s,a.get=l,a.start=v,a.default={start:v,add:s,get:l}},\n",
       "      function _(t,i,s,h,a){h();const e=t(1),r=(0,e.__importDefault)(t(95)),n=(0,e.__importDefault)(t(96)),l=(0,e.__importDefault)(t(98)),u=(0,e.__importDefault)(t(99)),o=t(85);function f(){var t=this.b/this.a;this.es=1-t*t,\"x0\"in this||(this.x0=0),\"y0\"in this||(this.y0=0),this.e=Math.sqrt(this.es),this.lat_ts?this.sphere?this.k0=Math.cos(this.lat_ts):this.k0=(0,r.default)(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts)):this.k0||(this.k?this.k0=this.k:this.k0=1)}function _(t){var i,s,h=t.x,a=t.y;if(a*o.R2D>90&&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 _(n,i,e,t,r){function a(){}function f(n){return n}t(),e.init=a,e.forward=f,e.inverse=f,e.names=[\"longlat\",\"identity\"],e.default={init:a,forward:f,inverse:f,names:e.names}},\n",
       "      function _(t,r,e,a,n){a();const f=t(1),i=t(85),u=(0,f.__importStar)(t(102)),c=(0,f.__importDefault)(t(88));e.eccentricity=function(t,r,e,a){var n=t*t,f=r*r,u=(n-f)/n,c=0;return a?(n=(t*=1-u*(i.SIXTH+u*(i.RA4+u*i.RA6)))*t,u=0):c=Math.sqrt(u),{es:u,e:c,ep2:(n-f)/f}},e.sphere=function(t,r,e,a,n){if(!t){var f=(0,c.default)(u.default,a);f||(f=u.WGS84),t=f.a,r=f.b,e=f.rf}return e&&!r&&(r=(1-1/e)*t),(0===e||Math.abs(t-r)<i.EPSLN)&&(n=!0,r=t),{a:t,b:r,rf:e,sphere:n}}},\n",
       "      function _(e,a,l,s,r){s();var i={};l.default=i,i.MERIT={a:6378137,rf:298.257,ellipseName:\"MERIT 1983\"},i.SGS85={a:6378136,rf:298.257,ellipseName:\"Soviet Geodetic System 85\"},i.GRS80={a:6378137,rf:298.257222101,ellipseName:\"GRS 1980(IUGG, 1980)\"},i.IAU76={a:6378140,rf:298.257,ellipseName:\"IAU 1976\"},i.airy={a:6377563.396,b:6356256.91,ellipseName:\"Airy 1830\"},i.APL4={a:6378137,rf:298.25,ellipseName:\"Appl. Physics. 1965\"},i.NWL9D={a:6378145,rf:298.25,ellipseName:\"Naval Weapons Lab., 1965\"},i.mod_airy={a:6377340.189,b:6356034.446,ellipseName:\"Modified Airy\"},i.andrae={a:6377104.43,rf:300,ellipseName:\"Andrae 1876 (Den., Iclnd.)\"},i.aust_SA={a:6378160,rf:298.25,ellipseName:\"Australian Natl & S. Amer. 1969\"},i.GRS67={a:6378160,rf:298.247167427,ellipseName:\"GRS 67(IUGG 1967)\"},i.bessel={a:6377397.155,rf:299.1528128,ellipseName:\"Bessel 1841\"},i.bess_nam={a:6377483.865,rf:299.1528128,ellipseName:\"Bessel 1841 (Namibia)\"},i.clrk66={a:6378206.4,b:6356583.8,ellipseName:\"Clarke 1866\"},i.clrk80={a:6378249.145,rf:293.4663,ellipseName:\"Clarke 1880 mod.\"},i.clrk58={a:6378293.645208759,rf:294.2606763692654,ellipseName:\"Clarke 1858\"},i.CPM={a:6375738.7,rf:334.29,ellipseName:\"Comm. des Poids et Mesures 1799\"},i.delmbr={a:6376428,rf:311.5,ellipseName:\"Delambre 1810 (Belgium)\"},i.engelis={a:6378136.05,rf:298.2566,ellipseName:\"Engelis 1985\"},i.evrst30={a:6377276.345,rf:300.8017,ellipseName:\"Everest 1830\"},i.evrst48={a:6377304.063,rf:300.8017,ellipseName:\"Everest 1948\"},i.evrst56={a:6377301.243,rf:300.8017,ellipseName:\"Everest 1956\"},i.evrst69={a:6377295.664,rf:300.8017,ellipseName:\"Everest 1969\"},i.evrstSS={a:6377298.556,rf:300.8017,ellipseName:\"Everest (Sabah & Sarawak)\"},i.fschr60={a:6378166,rf:298.3,ellipseName:\"Fischer (Mercury Datum) 1960\"},i.fschr60m={a:6378155,rf:298.3,ellipseName:\"Fischer 1960\"},i.fschr68={a:6378150,rf:298.3,ellipseName:\"Fischer 1968\"},i.helmert={a:6378200,rf:298.3,ellipseName:\"Helmert 1906\"},i.hough={a:6378270,rf:297,ellipseName:\"Hough\"},i.intl={a:6378388,rf:297,ellipseName:\"International 1909 (Hayford)\"},i.kaula={a:6378163,rf:298.24,ellipseName:\"Kaula 1961\"},i.lerch={a:6378139,rf:298.257,ellipseName:\"Lerch 1979\"},i.mprts={a:6397300,rf:191,ellipseName:\"Maupertius 1738\"},i.new_intl={a:6378157.5,b:6356772.2,ellipseName:\"New International 1967\"},i.plessis={a:6376523,rf:6355863,ellipseName:\"Plessis 1817 (France)\"},i.krass={a:6378245,rf:298.3,ellipseName:\"Krassovsky, 1942\"},i.SEasia={a:6378155,b:6356773.3205,ellipseName:\"Southeast Asia\"},i.walbeck={a:6376896,b:6355834.8467,ellipseName:\"Walbeck\"},i.WGS60={a:6378165,rf:298.3,ellipseName:\"WGS 60\"},i.WGS66={a:6378145,rf:298.25,ellipseName:\"WGS 66\"},i.WGS7={a:6378135,rf:298.26,ellipseName:\"WGS 72\"},l.WGS84=i.WGS84={a:6378137,rf:298.257223563,ellipseName:\"WGS 84\"},i.sphere={a:6370997,b:6370997,ellipseName:\"Normal Sphere (r=6370997)\"}},\n",
       "      function _(e,a,s,t,l){t();var m={};s.default=m,m.wgs84={towgs84:\"0,0,0\",ellipse:\"WGS84\",datumName:\"WGS84\"},m.ch1903={towgs84:\"674.374,15.056,405.346\",ellipse:\"bessel\",datumName:\"swiss\"},m.ggrs87={towgs84:\"-199.87,74.79,246.62\",ellipse:\"GRS80\",datumName:\"Greek_Geodetic_Reference_System_1987\"},m.nad83={towgs84:\"0,0,0\",ellipse:\"GRS80\",datumName:\"North_American_Datum_1983\"},m.nad27={nadgrids:\"@conus,@alaska,@ntv2_0.gsb,@ntv1_can.dat\",ellipse:\"clrk66\",datumName:\"North_American_Datum_1927\"},m.potsdam={towgs84:\"598.1,73.7,418.2,0.202,0.045,-2.455,6.7\",ellipse:\"bessel\",datumName:\"Potsdam Rauenberg 1950 DHDN\"},m.carthage={towgs84:\"-263.0,6.0,431.0\",ellipse:\"clark80\",datumName:\"Carthage 1934 Tunisia\"},m.hermannskogel={towgs84:\"577.326,90.129,463.919,5.137,1.474,5.297,2.4232\",ellipse:\"bessel\",datumName:\"Hermannskogel\"},m.osni52={towgs84:\"482.530,-130.596,564.557,-1.042,-0.214,-0.631,8.15\",ellipse:\"airy\",datumName:\"Irish National\"},m.ire65={towgs84:\"482.530,-130.596,564.557,-1.042,-0.214,-0.631,8.15\",ellipse:\"mod_airy\",datumName:\"Ireland 1965\"},m.rassadiran={towgs84:\"-133.63,-157.5,-158.62\",ellipse:\"intl\",datumName:\"Rassadiran\"},m.nzgd49={towgs84:\"59.47,-5.04,187.44,0.47,-0.1,1.024,-4.5993\",ellipse:\"intl\",datumName:\"New Zealand Geodetic Datum 1949\"},m.osgb36={towgs84:\"446.448,-125.157,542.060,0.1502,0.2470,0.8421,-20.4894\",ellipse:\"airy\",datumName:\"Airy 1830\"},m.s_jtsk={towgs84:\"589,76,480\",ellipse:\"bessel\",datumName:\"S-JTSK (Ferro)\"},m.beduaram={towgs84:\"-106,-87,188\",ellipse:\"clrk80\",datumName:\"Beduaram\"},m.gunung_segara={towgs84:\"-403,684,41\",ellipse:\"bessel\",datumName:\"Gunung Segara Jakarta\"},m.rnb72={towgs84:\"106.869,-52.2978,103.724,-0.33657,0.456955,-1.84218,1\",ellipse:\"intl\",datumName:\"Reseau National Belge 1972\"}},\n",
       "      function _(a,m,_,t,u){t();const d=a(85);_.default=function(a,m,_,t,u,p,r){var s={};return s.datum_type=void 0===a||\"none\"===a?d.PJD_NODATUM:d.PJD_WGS84,m&&(s.datum_params=m.map(parseFloat),0===s.datum_params[0]&&0===s.datum_params[1]&&0===s.datum_params[2]||(s.datum_type=d.PJD_3PARAM),s.datum_params.length>3&&(0===s.datum_params[3]&&0===s.datum_params[4]&&0===s.datum_params[5]&&0===s.datum_params[6]||(s.datum_type=d.PJD_7PARAM,s.datum_params[3]*=d.SEC_TO_RAD,s.datum_params[4]*=d.SEC_TO_RAD,s.datum_params[5]*=d.SEC_TO_RAD,s.datum_params[6]=s.datum_params[6]/1e6+1))),r&&(s.datum_type=d.PJD_GRIDSHIFT,s.grids=r),s.a=_,s.b=t,s.es=u,s.ep2=p,s}},\n",
       "      function _(t,e,n,r,i){r();var u={};function l(t){if(0===t.length)return null;var e=\"@\"===t[0];return e&&(t=t.slice(1)),\"null\"===t?{name:\"null\",mandatory:!e,grid:null,isNull:!0}:{name:t,mandatory:!e,grid:u[t]||null,isNull:!1}}function o(t){return t/3600*Math.PI/180}function a(t,e,n){return String.fromCharCode.apply(null,new Uint8Array(t.buffer.slice(e,n)))}function d(t){return t.map((function(t){return[o(t.longitudeShift),o(t.latitudeShift)]}))}function g(t,e,n){return{name:a(t,e+8,e+16).trim(),parent:a(t,e+24,e+24+8).trim(),lowerLatitude:t.getFloat64(e+72,n),upperLatitude:t.getFloat64(e+88,n),lowerLongitude:t.getFloat64(e+104,n),upperLongitude:t.getFloat64(e+120,n),latitudeInterval:t.getFloat64(e+136,n),longitudeInterval:t.getFloat64(e+152,n),gridNodeCount:t.getInt32(e+168,n)}}function s(t,e,n,r){for(var i=e+176,u=[],l=0;l<n.gridNodeCount;l++){var o={latitudeShift:t.getFloat32(i+16*l,r),longitudeShift:t.getFloat32(i+16*l+4,r),latitudeAccuracy:t.getFloat32(i+16*l+8,r),longitudeAccuracy:t.getFloat32(i+16*l+12,r)};u.push(o)}return u}n.default=function(t,e){var n=new DataView(e),r=function(t){var e=t.getInt32(8,!1);if(11===e)return!1;11!==(e=t.getInt32(8,!0))&&console.warn(\"Failed to detect nadgrid endian-ness, defaulting to little-endian\");return!0}(n),i=function(t,e){return{nFields:t.getInt32(8,e),nSubgridFields:t.getInt32(24,e),nSubgrids:t.getInt32(40,e),shiftType:a(t,56,64).trim(),fromSemiMajorAxis:t.getFloat64(120,e),fromSemiMinorAxis:t.getFloat64(136,e),toSemiMajorAxis:t.getFloat64(152,e),toSemiMinorAxis:t.getFloat64(168,e)}}(n,r);i.nSubgrids>1&&console.log(\"Only single NTv2 subgrids are currently supported, subsequent sub grids are ignored\");var l=function(t,e,n){for(var r=176,i=[],u=0;u<e.nSubgrids;u++){var l=g(t,r,n),a=s(t,r,l,n),f=Math.round(1+(l.upperLongitude-l.lowerLongitude)/l.longitudeInterval),c=Math.round(1+(l.upperLatitude-l.lowerLatitude)/l.latitudeInterval);i.push({ll:[o(l.lowerLongitude),o(l.lowerLatitude)],del:[o(l.longitudeInterval),o(l.latitudeInterval)],lim:[f,c],count:l.gridNodeCount,cvs:d(a)})}return i}(n,i,r),f={header:i,subgrids:l};return u[t]=f,f},n.getNadgrids=function(t){return void 0===t?null:t.split(\",\").map(l)}},\n",
       "      function _(t,e,a,r,u){r();const m=t(1),_=t(85),o=(0,m.__importDefault)(t(107)),d=(0,m.__importDefault)(t(109)),f=(0,m.__importDefault)(t(80)),n=(0,m.__importDefault)(t(110)),i=(0,m.__importDefault)(t(111));a.default=function t(e,a,r,u){var m;if(Array.isArray(r)&&(r=(0,n.default)(r)),(0,i.default)(r),e.datum&&a.datum&&function(t,e){return(t.datum.datum_type===_.PJD_3PARAM||t.datum.datum_type===_.PJD_7PARAM)&&\"WGS84\"!==e.datumCode||(e.datum.datum_type===_.PJD_3PARAM||e.datum.datum_type===_.PJD_7PARAM)&&\"WGS84\"!==t.datumCode}(e,a)&&(r=t(e,m=new f.default(\"WGS84\"),r,u),e=m),u&&\"enu\"!==e.axis&&(r=(0,d.default)(e,!1,r)),\"longlat\"===e.projName)r={x:r.x*_.D2R,y:r.y*_.D2R,z:r.z||0};else if(e.to_meter&&(r={x:r.x*e.to_meter,y:r.y*e.to_meter,z:r.z||0}),!(r=e.inverse(r)))return;if(e.from_greenwich&&(r.x+=e.from_greenwich),r=(0,o.default)(e.datum,a.datum,r))return a.from_greenwich&&(r={x:r.x-a.from_greenwich,y:r.y,z:r.z||0}),\"longlat\"===a.projName?r={x:r.x*_.R2D,y:r.y*_.R2D,z:r.z||0}:(r=a.forward(r),a.to_meter&&(r={x:r.x/a.to_meter,y:r.y/a.to_meter,z:r.z||0})),u&&\"enu\"!==a.axis?(0,d.default)(a,!0,r):r}},\n",
       "      function _(r,e,t,a,i){a();const l=r(1),n=r(85),o=r(108),u=(0,l.__importDefault)(r(96));function d(r){return r===n.PJD_3PARAM||r===n.PJD_7PARAM}function s(r,e,t){if(null===r.grids||0===r.grids.length)return console.log(\"Grid shift grids not found\"),-1;for(var a={x:-t.x,y:t.y},i={x:Number.NaN,y:Number.NaN},l=[],o=0;o<r.grids.length;o++){var u=r.grids[o];if(l.push(u.name),u.isNull){i=a;break}if(u.mandatory,null!==u.grid){var d=u.grid.subgrids[0],s=(Math.abs(d.del[1])+Math.abs(d.del[0]))/1e4,f=d.ll[0]-s,x=d.ll[1]-s,m=d.ll[0]+(d.lim[0]-1)*d.del[0]+s,N=d.ll[1]+(d.lim[1]-1)*d.del[1]+s;if(!(x>a.y||f>a.x||N<a.y||m<a.x||(i=y(a,e,d),isNaN(i.x))))break}else if(u.mandatory)return console.log(\"Unable to find mandatory grid '\"+u.name+\"'\"),-1}return isNaN(i.x)?(console.log(\"Failed to find a grid shift table for location '\"+-a.x*n.R2D+\" \"+a.y*n.R2D+\" tried: '\"+l+\"'\"),-1):(t.x=-i.x,t.y=i.y,0)}function y(r,e,t){var a={x:Number.NaN,y:Number.NaN};if(isNaN(r.x))return a;var i={x:r.x,y:r.y};i.x-=t.ll[0],i.y-=t.ll[1],i.x=(0,u.default)(i.x-Math.PI)+Math.PI;var l=f(i,t);if(e){if(isNaN(l.x))return a;l.x=i.x-l.x,l.y=i.y-l.y;var n,o,d=9;do{if(o=f(l,t),isNaN(o.x)){console.log(\"Inverse grid shift iteration failed, presumably at grid edge.  Using first approximation.\");break}n={x:i.x-(o.x+l.x),y:i.y-(o.y+l.y)},l.x+=n.x,l.y+=n.y}while(d--&&Math.abs(n.x)>1e-12&&Math.abs(n.y)>1e-12);if(d<0)return console.log(\"Inverse grid shift iterator failed to converge.\"),a;a.x=(0,u.default)(l.x+t.ll[0]),a.y=l.y+t.ll[1]}else isNaN(l.x)||(a.x=r.x+l.x,a.y=r.y+l.y);return a}function f(r,e){var t,a={x:r.x/e.del[0],y:r.y/e.del[1]},i=Math.floor(a.x),l=Math.floor(a.y),n=a.x-1*i,o=a.y-1*l,u={x:Number.NaN,y:Number.NaN};if(i<0||i>=e.lim[0])return u;if(l<0||l>=e.lim[1])return u;t=l*e.lim[0]+i;var d=e.cvs[t][0],s=e.cvs[t][1];t++;var y=e.cvs[t][0],f=e.cvs[t][1];t+=e.lim[0];var x=e.cvs[t][0],m=e.cvs[t][1];t--;var N=e.cvs[t][0],c=e.cvs[t][1],_=n*o,g=n*(1-o),v=(1-n)*(1-o),S=(1-n)*o;return u.x=v*d+g*y+S*N+_*x,u.y=v*s+g*f+S*c+_*m,u}t.default=function(r,e,t){if((0,o.compareDatums)(r,e))return t;if(r.datum_type===n.PJD_NODATUM||e.datum_type===n.PJD_NODATUM)return t;var a=r.a,i=r.es;if(r.datum_type===n.PJD_GRIDSHIFT){if(0!==s(r,!1,t))return;a=n.SRS_WGS84_SEMIMAJOR,i=n.SRS_WGS84_ESQUARED}var 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 a.datum_type===t.datum_type&&(!(a.a!==t.a||Math.abs(a.es-t.es)>5e-11)&&(a.datum_type===u.PJD_3PARAM?a.datum_params[0]===t.datum_params[0]&&a.datum_params[1]===t.datum_params[1]&&a.datum_params[2]===t.datum_params[2]:a.datum_type!==u.PJD_7PARAM||a.datum_params[0]===t.datum_params[0]&&a.datum_params[1]===t.datum_params[1]&&a.datum_params[2]===t.datum_params[2]&&a.datum_params[3]===t.datum_params[3]&&a.datum_params[4]===t.datum_params[4]&&a.datum_params[5]===t.datum_params[5]&&a.datum_params[6]===t.datum_params[6]))},r.geodeticToGeocentric=function(a,t,r){var m,s,_,e,n=a.x,d=a.y,i=a.z?a.z:0;if(d<-u.HALF_PI&&d>-1.001*u.HALF_PI)d=-u.HALF_PI;else if(d>u.HALF_PI&&d<1.001*u.HALF_PI)d=u.HALF_PI;else{if(d<-u.HALF_PI)return{x:-1/0,y:-1/0,z:a.z};if(d>u.HALF_PI)return{x:1/0,y:1/0,z:a.z}}return n>Math.PI&&(n-=2*Math.PI),s=Math.sin(d),e=Math.cos(d),_=s*s,{x:((m=r/Math.sqrt(1-t*_))+i)*e*Math.cos(n),y:(m+i)*e*Math.sin(n),z:(m*(1-t)+i)*s}},r.geocentricToGeodetic=function(a,t,r,m){var s,_,e,n,d,i,p,P,y,z,M,o,A,c,x,h=1e-12,f=a.x,I=a.y,F=a.z?a.z:0;if(s=Math.sqrt(f*f+I*I),_=Math.sqrt(f*f+I*I+F*F),s/r<h){if(c=0,_/r<h)return u.HALF_PI,x=-m,{x:a.x,y:a.y,z:a.z}}else c=Math.atan2(I,f);e=F/_,P=(n=s/_)*(1-t)*(d=1/Math.sqrt(1-t*(2-t)*n*n)),y=e*d,A=0;do{A++,i=t*(p=r/Math.sqrt(1-t*y*y))/(p+(x=s*P+F*y-p*(1-t*y*y))),o=(M=e*(d=1/Math.sqrt(1-i*(2-i)*n*n)))*P-(z=n*(1-i)*d)*y,P=z,y=M}while(o*o>1e-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<o;e++)t.fillText(h[e],i,z),i+=_[e]+l;z+=x.height+a}else for(let e=0;e<_;e++){const s=v+(()=>{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<s&&(n=s,t.width=s),r<u&&(r=u,t.height=u),e.save(),e.scale(a,a),e.fillStyle=\"#f00\",e.fillRect(0,0,s,u);const f=t=>{let e=0;for(let n=0;n<=i;n++)for(let r=0;r<s;r++,e+=4)if(255!=t[e])return i-n;return 0};e.font=l,e.fillStyle=\"#000\";for(const t of\"xa\")e.fillText(t,0,i/a);const{data:h}=e.getImageData(0,0,s,u),g=f(h)/a;for(const t of\"ASQ\")e.fillText(t,0,i/a);const{data:d}=e.getImageData(0,0,s,u),x=f(d)/a;for(const t of\"\\xc5\\u015agy\")e.fillText(t,0,i/a);const{data:m}=e.getImageData(0,0,s,u),B=f(m)/a,w=(t=>{let e=t.length-4;for(let n=u;n>=i;n--)for(let r=0;r<s;r++,e-=4)if(255!=t[e])return n-i;return 0})(m)/a;return e.restore(),{height:B+w,ascent:B,cap_height:x,x_height:g,descent:w}}})(),i=(()=>{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<u||r<i)&&(n=u,t.width=u,r=i,t.height=i),e.save(),e.scale(c,c),e.fillStyle=\"#f00\",e.fillRect(0,0,u,i);e.font=a,e.fillStyle=\"#000\",e.fillText(l,0,f/c);const h=e.measureText(l),{data:g}=e.getImageData(0,0,u,i),d=(t=>{let e=0;for(let n=0;n<=f;n++)for(let r=0;r<u;r++,e+=4)if(255!=t[e])return f-n;return 0})(g)/c,x=(t=>{let e=t.length-4;for(let n=i;n>=f;n--)for(let r=0;r<u;r++,e-=4)if(255!=t[e])return n-f;return 0})(g)/c;return e.restore(),{width:h.width,height:d+x,ascent:d,descent:x}}})(),f=(()=>{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<c;o++){const c=t[o],p=s[o];t[o]=r*c+i*p+a,s[o]=n*c+e*p+h}}transform(t,s,r,n,i,e){const{a,b:h,c,d:o,e:p,f}=this;return this.a=a*t+c*s,this.c=a*r+c*n,this.e=a*i+c*e+p,this.b=h*t+o*s,this.d=h*r+o*n,this.f=h*i+o*e+f,this}translate(t,s){return this.transform(1,0,0,1,t,s)}scale(t,s){return this.transform(t,0,0,s,0,0)}skew(t,s){return this.transform(1,s,t,1,0,0)}rotate(t){const s=e(t),r=a(t);return this.transform(r,s,-s,r,0,0)}rotate_ccw(t){return this.rotate(-t)}translate_x(t){return this.translate(t,0)}translate_y(t){return this.translate(0,t)}flip(){return this.scale(-1,-1)}flip_x(){return this.scale(1,-1)}flip_y(){return this.scale(-1,1)}}r.AffineTransform=h,h.__name__=\"AffineTransform\"},\n",
       "      function _(t,e,i,l,r){l();const a=t(124),o=t(125),n=t(8),h=Math.PI/2,s={above:{parallel:0,normal:-h,horizontal:0,vertical:-h},below:{parallel:0,normal:h,horizontal:0,vertical:h},left:{parallel:-h,normal:0,horizontal:0,vertical:-h},right:{parallel:h,normal:0,horizontal:0,vertical:h}},c={above:{parallel:\"bottom\",normal:\"center\",horizontal:\"bottom\",vertical:\"center\"},below:{parallel:\"top\",normal:\"center\",horizontal:\"top\",vertical:\"center\"},left:{parallel:\"bottom\",normal:\"center\",horizontal:\"center\",vertical:\"bottom\"},right:{parallel:\"bottom\",normal:\"center\",horizontal:\"center\",vertical:\"bottom\"}},g={above:{parallel:\"center\",normal:\"left\",horizontal:\"center\",vertical:\"left\"},below:{parallel:\"center\",normal:\"left\",horizontal:\"center\",vertical:\"left\"},left:{parallel:\"center\",normal:\"right\",horizontal:\"right\",vertical:\"center\"},right:{parallel:\"center\",normal:\"left\",horizontal:\"left\",vertical:\"center\"}},_={above:\"right\",below:\"left\",left:\"right\",right:\"left\"},b={above:\"left\",below:\"right\",left:\"right\",right:\"left\"};class z{constructor(t){this.side=t}get dimension(){return\"above\"==this.side||\"below\"==this.side?0:1}get normals(){switch(this.side){case\"above\":return[0,-1];case\"below\":return[0,1];case\"left\":return[-1,0];case\"right\":return[1,0]}}get orientation(){return this.is_horizontal?\"horizontal\":\"vertical\"}get is_horizontal(){return 0==this.dimension}get is_vertical(){return 1==this.dimension}get_label_text_heuristics(t){const{side:e}=this;return(0,n.isString)(t)?{vertical_align:c[e][t],align:g[e][t]}:{vertical_align:\"center\",align:(t<0?_:b)[e]}}get_label_angle_heuristic(t){return(0,n.isString)(t)?s[this.side][t]:-t}}i.Panel=z,z.__name__=\"Panel\";class m extends o.ContentLayoutable{constructor(t,e,i=!1){super(),this.panel=t,this.get_size=e,this.rotate=i,this.panel.is_horizontal?this.set_sizing({width_policy:\"max\",height_policy:\"fixed\"}):this.set_sizing({width_policy:\"fixed\",height_policy:\"max\"})}_content_size(){const{width:t,height:e}=this.get_size();return!this.rotate||this.panel.is_horizontal?new a.Sizeable({width:t,height:e}):new a.Sizeable({width:e,height:t})}has_size_changed(){const{width:t,height:e}=this._content_size();return this.panel.is_horizontal?this.bbox.height!=e:this.bbox.width!=t}}i.SideLayout=m,m.__name__=\"SideLayout\"},\n",
       "      function _(h,t,i,e,w){e();const n=h(21),{min:d,max:s}=Math;class g{constructor(h={}){this.width=null!=h.width?h.width:0,this.height=null!=h.height?h.height:0}bounded_to({width:h,height:t}){return new g({width:this.width==1/0&&null!=h?h:this.width,height:this.height==1/0&&null!=t?t:this.height})}expanded_to({width:h,height:t}){return new g({width:h!=1/0?s(this.width,h):this.width,height:t!=1/0?s(this.height,t):this.height})}expand_to({width:h,height:t}){this.width=s(this.width,h),this.height=s(this.height,t)}narrowed_to({width:h,height:t}){return new g({width:d(this.width,h),height:d(this.height,t)})}narrow_to({width:h,height:t}){this.width=d(this.width,h),this.height=d(this.height,t)}grow_by({left:h,right:t,top:i,bottom:e}){const w=this.width+h+t,n=this.height+i+e;return new g({width:w,height:n})}shrink_by({left:h,right:t,top:i,bottom:e}){const w=s(this.width-h-t,0),n=s(this.height-i-e,0);return new g({width:w,height:n})}map(h,t){return new g({width:h(this.width),height:(null!=t?t:h)(this.height)})}}i.Sizeable=g,g.__name__=\"Sizeable\",i.SizingPolicy=(0,n.Enum)(\"fixed\",\"fit\",\"min\",\"max\")},\n",
       "      function _(i,t,h,e,n){e();const s=i(124),r=i(65),g=i(8),{min:l,max:a,round:_}=Math;class o{constructor(){this.absolute=!1,this._bbox=new r.BBox,this._inner_bbox=new r.BBox,this._dirty=!1,this._handlers=[]}*[Symbol.iterator](){}get bbox(){return this._bbox}get inner_bbox(){return this._inner_bbox}get sizing(){return this._sizing}set visible(i){this._sizing.visible=i,this._dirty=!0}set_sizing(i){var t,h,e,n,s;const r=null!==(t=i.width_policy)&&void 0!==t?t:\"fit\",g=i.width,l=i.min_width,a=i.max_width,_=null!==(h=i.height_policy)&&void 0!==h?h:\"fit\",o=i.height,d=i.min_height,u=i.max_height,c=i.aspect,w=null!==(e=i.margin)&&void 0!==e?e:{top:0,right:0,bottom:0,left:0},m=!1!==i.visible,x=null!==(n=i.halign)&&void 0!==n?n:\"start\",b=null!==(s=i.valign)&&void 0!==s?s:\"start\";this._sizing={width_policy:r,min_width:l,width:g,max_width:a,height_policy:_,min_height:d,height:o,max_height:u,aspect:c,margin:w,visible:m,halign:x,valign:b,size:{width:g,height:o}},this._init()}_init(){}_set_geometry(i,t){this._bbox=i,this._inner_bbox=t}set_geometry(i,t){const{fixup_geometry:h}=this;null!=h&&([i,t]=h(i,t)),this._set_geometry(i,null!=t?t:i);for(const i of this._handlers)i(this._bbox,this._inner_bbox)}on_resize(i){this._handlers.push(i)}is_width_expanding(){return\"max\"==this.sizing.width_policy}is_height_expanding(){return\"max\"==this.sizing.height_policy}apply_aspect(i,{width:t,height:h}){const{aspect:e}=this.sizing;if(null!=e){const{width_policy:n,height_policy:s}=this.sizing,r=(i,t)=>{const h={max:4,fit:3,min:2,fixed:1};return h[i]>h[t]};if(\"fixed\"!=n&&\"fixed\"!=s)if(n==s){const n=t,s=_(t/e),r=_(h*e),g=h;Math.abs(i.width-n)+Math.abs(i.height-s)<=Math.abs(i.width-r)+Math.abs(i.height-g)?(t=n,h=s):(t=r,h=g)}else r(n,s)?h=_(t/e):t=_(h*e);else\"fixed\"==n?h=_(t/e):\"fixed\"==s&&(t=_(h*e))}return{width:t,height:h}}measure(i){if(!this.sizing.visible)return{width:0,height:0};const t=i=>\"fixed\"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:i,h=i=>\"fixed\"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:i,e=new s.Sizeable(i).shrink_by(this.sizing.margin).map(t,h),n=this._measure(e),r=this.clip_size(n,e),g=t(r.width),l=h(r.height),a=this.apply_aspect(e,{width:g,height:l});return Object.assign(Object.assign({},n),a)}compute(i={}){const t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),{width:h,height:e}=t,n=new r.BBox({left:0,top:0,width:h,height:e});let s;if(null!=t.inner){const{left:i,top:n,right:g,bottom:l}=t.inner;s=new r.BBox({left:i,top:n,right:h-g,bottom:e-l})}this.set_geometry(n,s)}get xview(){return this.bbox.xview}get yview(){return this.bbox.yview}clip_size(i,t){function h(i,t,h,e){return null==h?h=0:(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;e<a.length;e++){const i=Math.round(a[e]+l*_),s=Math.round(o[e]+n*r);t.lineTo(i,s)}t.stroke()}_draw_major_ticks(t,e,i){const s=this.model.major_tick_in,a=this.model.major_tick_out,o=this.visuals.major_tick_line;this._draw_ticks(t,i.major,s,a,o)}_draw_minor_ticks(t,e,i){const s=this.model.minor_tick_in,a=this.model.minor_tick_out,o=this.visuals.minor_tick_line;this._draw_ticks(t,i.minor,s,a,o)}_draw_major_labels(t,e,i){const s=i.major,a=this.compute_labels(s[this.dimension]),o=this.model.major_label_orientation,l=e.tick+this.model.major_label_standoff,n=this.visuals.major_label_text;this._draw_oriented_labels(t,a,s,o,this.panel.side,l,n)}_axis_label_extent(){if(null==this._axis_label_view)return 0;const t=this._axis_label_view.graphics();t.visuals=this.visuals.axis_label_text.values(),t.angle=this.panel.get_label_angle_heuristic(\"parallel\"),(0,f.isNumber)(this.plot_view.base_font_size)&&(t.base_font_size=this.plot_view.base_font_size);const e=t.size(),i=0==this.dimension?e.height:e.width,s=this.model.axis_label_standoff;return i>0?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;e<n.length;e++){const i=Math.round(n[e]+d),s=Math.round(_[e]+x),a=Math.round(n[e]+u),o=Math.round(_[e]+m);t.moveTo(i,s),t.lineTo(a,o)}t.stroke()}_draw_oriented_labels(t,e,i,s,a,o,l){if(!l.doit||0==e.length)return;const[n,_]=i,[r,h]=this.coordinates.map_to_screen(n,_),[c,b]=this.offsets,[m,d]=this.normals,x=m*(c+o),f=d*(b+o),{vertical_align:p,align:v}=this.panel.get_label_text_heuristics(s),w=this.panel.get_label_angle_heuristic(s);e.visuals=l.values(),e.angle=w,e.base_font_size=this.plot_view.base_font_size;for(let t=0;t<e.length;t++){const i=e.items[t];i.position={sx:r[t]+x,sy:h[t]+f,x_anchor:v,y_anchor:p},i instanceof g.TextBox&&(i.align=v)}const j=e.length,k=u.Indices.all_set(j),{items:y}=e,z=y.map((t=>t.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;a<t.length;a++){const o=i.get(t[a].toString());null!=o&&(s.add(o),e[a]=o.graphics())}for(const t of this._major_label_views.values())s.has(t)||(t._has_finished=!0);return new g.GraphicsBoxes(e)}get offsets(){if(null!=this.model.fixed_location)return[0,0];const{frame:t}=this.plot_view;let[e,i]=[0,0];switch(this.panel.side){case\"below\":i=z(this.layout.bbox.top-t.bbox.bottom);break;case\"above\":i=z(this.layout.bbox.bottom-t.bbox.top);break;case\"right\":e=z(this.layout.bbox.left-t.bbox.right);break;case\"left\":e=z(this.layout.bbox.right-t.bbox.left)}return[e,i]}get ranges(){const t=this.dimension,e=(t+1)%2,{ranges:i}=this.coordinates;return[i[t],i[e]]}get computed_bounds(){const[t]=this.ranges,e=this.model.bounds,i=[t.min,t.max];if(\"auto\"==e)return[t.min,t.max];{let t,s;const[a,o]=e,[l,n]=i,{min:_,max:r}=Math;return z(a-o)>z(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;i<l.length;i++)l[i]<h||l[i]>c||(_[t].push(l[i]),_[e].push(this.loc));for(let i=0;i<n.length;i++)n[i]<h||n[i]>c||(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)<t?e.unset(n):i=n;return e}}s.NoOverlap=m,c=m,m.__name__=\"NoOverlap\",c.define((({Number:e})=>({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;t<e.tops.length-1;t++){let s,o;for(let i=n;i<e.factors.length;i++)if(e.factors[i][0]==e.tops[t+1]){[s,o]=[e.factors[i-1],e.factors[i]],n=i;break}const p=(e.synthetic(s)+e.synthetic(o))/2;p>i&&p<r&&(_[a].push(p),_[l].push(this.loc))}const p=this.extents.tick_label;this._draw_ticks(t,_,-3,p-6,this.visuals.separator_line)}_draw_major_labels(t,s,o){const e=this._get_factor_info();let i=s.tick+this.model.major_label_standoff;for(let o=0;o<e.length;o++){const[r,a,l,_]=e[o];this._draw_oriented_labels(t,r,a,l,this.panel.side,i,_),i+=s.tick_labels[o]}}_tick_label_extents(){const t=this._get_factor_info(),s=[];for(const[o,,e,i]of t){const t=this._oriented_labels_extent(o,e,this.model.major_label_standoff,i);s.push(t)}return s}_get_factor_info(){const[t]=this.ranges,[s,o]=this.computed_bounds,e=this.loc,i=this.model.ticker.get_ticks(s,o,t,e),r=this.tick_coords,a=[],l=t=>new 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&&t<s&&e.push(r)}return e}}o.CategoricalTicker=i,i.__name__=\"CategoricalTicker\"},\n",
       "      function _(t,r,o,c,a){c();const e=t(131),n=t(9);class i extends e.TickFormatter{constructor(t){super(t)}doFormat(t,r){return(0,n.copy)(t)}}o.CategoricalTickFormatter=i,i.__name__=\"CategoricalTickFormatter\"},\n",
       "      function _(s,n,i,o,u){o();const e=s(128);class t extends e.AxisView{}i.ContinuousAxisView=t,t.__name__=\"ContinuousAxisView\";class _ extends e.Axis{constructor(s){super(s)}}i.ContinuousAxis=_,_.__name__=\"ContinuousAxis\"},\n",
       "      function _(e,t,i,a,r){var s;a();const n=e(145),m=e(150),_=e(155);class c extends n.LinearAxisView{}i.DatetimeAxisView=c,c.__name__=\"DatetimeAxisView\";class o extends n.LinearAxis{constructor(e){super(e)}}i.DatetimeAxis=o,s=o,o.__name__=\"DatetimeAxis\",s.prototype.default_view=c,s.override({ticker:()=>new _.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<i.length;t++)if(e[t]==e[t-1])continue i;this.last_precision=o;break}e[0]=(0,c.to_fixed)(i[0],o);for(let t=1;t<i.length;t++)if(e[t]=(0,c.to_fixed)(i[t],o),e[t]==e[t-1])continue i;this.last_precision=o;break}return this.last_precision}doFormat(i,t){if(0==i.length)return[];const e=this._need_sci(i),n=\"auto\"==this.precision?this._auto_precision(i,e):this.precision;return this._format_with_precision(i,e,n)}}e.BasicTickFormatter=a,r=a,a.__name__=\"BasicTickFormatter\",r.define((({Boolean:i,Int:t,Auto:e,Or:n})=>({precision:[n(t,e),\"auto\"],use_scientific:[i,!0],power_limit_high:[t,5],power_limit_low:[t,-3]})))},\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 o}}e.DatetimeTickFormatter=_,r=_,_.__name__=\"DatetimeTickFormatter\",r.define((({String:s,Array:t})=>({microseconds:[t(s),[\"%fus\"]],milliseconds:[t(s),[\"%3Nms\",\"%S.%3Ns\"]],seconds:[t(s),[\"%Ss\"]],minsec:[t(s),[\":%M:%S\"]],minutes:[t(s),[\":%M\",\"%Mm\"]],hourmin:[t(s),[\"%H:%M\"]],hours:[t(s),[\"%Hh\",\"%H:%M\"]],days:[t(s),[\"%m/%d\",\"%a%d\"]],months:[t(s),[\"%m/%Y\",\"%b %Y\"]],years:[t(s),[\"%Y\"]]})))},\n",
       "      function _(e,t,n,r,o){!function(e){\"object\"==typeof t&&t.exports?t.exports=e():\"function\"==typeof define?define(e):this.tz=e()}((function(){function e(e,t,n){var r,o=t.day[1];do{r=new Date(Date.UTC(n,t.month,Math.abs(o++)))}while(t.day[0]<7&&r.getUTCDay()!=t.day[0]);return(r={clock:t.clock,sort:r.getTime(),rule:t,save:6e4*t.save,offset:e.offset})[r.clock]=r.sort+6e4*t.time,r.posix?r.wallclock=r[r.clock]+(e.offset+t.saved):r.posix=r[r.clock]-(e.offset+t.saved),r}function t(t,n,r){var o,a,u,i,l,s,c,f=t[t.zone],h=[],T=new Date(r).getUTCFullYear(),g=1;for(o=1,a=f.length;o<a&&!(f[o][n]<=r);o++);if((u=f[o]).rules){for(s=t[u.rules],c=T+1;c>=T-g;--c)for(o=0,a=s.length;o<a;o++)s[o].from<=c&&c<=s[o].to?h.push(e(u,s[o],c)):s[o].to<c&&1==g&&(g=c-s[o].to);for(h.sort((function(e,t){return e.sort-t.sort})),o=0,a=h.length;o<a;o++)r>=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return i&&((l=/^(.*)\\/(.*)$/.exec(u.format))?i.abbrev=l[i.save?2:1]:i.abbrev=u.format.replace(/%s/,i.rule.letter)),i||u}function n(e,n){return\"UTC\"==e.zone?n:(e.entry=t(e,\"posix\",n),n+e.entry.offset+e.entry.save)}function r(e,n){return\"UTC\"==e.zone?n:(e.entry=r=t(e,\"wallclock\",n),0<(o=n-r.wallclock)&&o<r.save?null:n-r.offset-r.save);var r,o}function o(e,t,o){var a,i=+(o[1]+1),s=o[2]*i,c=u.indexOf(o[3].toLowerCase());if(c>9)t+=s*l[c-10];else{if(a=new Date(n(e,t)),c<7)for(;s;)a.setUTCDate(a.getUTCDate()+i),a.getUTCDay()==c&&(s-=i);else 7==c?a.setUTCFullYear(a.getUTCFullYear()+s):8==c?a.setUTCMonth(a.getUTCMonth()+s):a.setUTCDate(a.getUTCDate()+s);null==(t=r(e,a.getTime()))&&(t=r(e,a.getTime()+864e5*i)-864e5*i)}return t}var a={clock:function(){return+new Date},zone:\"UTC\",entry:{abbrev:\"UTC\",offset:0,save:0},UTC:1,z:function(e,t,n,r){var 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       "      function _(r,t,n,e,i){e();const u=r(1),a=(0,u.__importStar)(r(153)),f=r(154),o=(0,u.__importDefault)(r(151)),l=r(21),s=r(8);function c(r,...t){return(0,f.sprintf)(r,...t)}function m(r,t,n){if((0,s.isNumber)(r)){return c((()=>{switch(!1){case Math.floor(r)!=r:return\"%d\";case!(Math.abs(r)>.1&&Math.abs(r)<1e3):return\"%0.3f\";default:return\"%0.3e\"}})(),r)}return`${r}`}function _(r,t,e){if(null==t)return m;if(null!=e&&r in e){const t=e[r];if((0,s.isString)(t)){if(t in n.DEFAULT_FORMATTERS)return n.DEFAULT_FORMATTERS[t];throw new Error(`Unknown tooltip field formatter type '${t}'`)}return function(r,n,e){return t.format(r,n,e)}}return n.DEFAULT_FORMATTERS.numeral}function p(r,t,n){const e=t.get_column(r);if(null==e)return null;if((0,s.isNumber)(n))return e[n];const i=e[n.index];if((0,s.isTypedArray)(i)||(0,s.isArray)(i)){if((0,s.isArray)(i[0])){return i[n.dim2][n.dim1]}return i[n.flat_index]}return i}function d(r,t,n,e){if(\"$\"==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,`${l}`;const s=`${_(a,o,e)(l,o,i)}`;return u?u(s):s})),f){return[...(new DOMParser).parseFromString(a,\"text/html\").body.childNodes]}return a}},\n",
       "      function _(e,n,t,r,i){\n",
       "      /*!\n",
       "           * numbro.js\n",
       "           * version : 1.6.2\n",
       "           * author : Företagsplatsen AB\n",
       "           * license : MIT\n",
       "           * http://www.foretagsplatsen.se\n",
       "           */\n",
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Array(v-x.length+1).join(\"0\")+x),y>-1&&(x=x.toString().replace(/(\\d)(?=(\\d{3})+(?!\\d))/g,\"$1\"+o[u].delimiters.thousands)),0===n.indexOf(\".\")&&(x=\"\"),b+(n.indexOf(\"(\")<n.indexOf(\"-\")?(B&&R?\"(\":\"\")+(P&&R||!B&&R?\"-\":\"\"):(P&&R||!B&&R?\"-\":\"\")+(B&&R?\"(\":\"\"))+(!R&&E&&0!==e?\"+\":\"\")+x+I+(L||\"\")+(k&&!r?k:\"\")+(C||\"\")+(B&&R?\")\":\"\")+w}function x(e,n){o[e]=n}function g(e){u=e;var n=o[e].defaults;n&&n.format&&a.defaultFormat(n.format),n&&n.currencyFormat&&a.defaultCurrencyFormat(n.currencyFormat)}(a=function(e){return a.isNumbro(e)?e=e.value():0===e||void 0===e?e=0:Number(e)||(e=a.fn.unformat(e)),new f(Number(e))}).version=\"1.6.2\",a.isNumbro=function(e){return e instanceof f},a.setLanguage=function(e,n){console.warn(\"`setLanguage` is deprecated since version 1.6.0. Use `setCulture` instead\");var t=e,r=e.split(\"-\")[0],i=null;l[t]||(Object.keys(l).forEach((function(e){i||e.split(\"-\")[0]!==r||(i=e)})),t=i||n||\"en-US\"),g(t)},a.setCulture=function(e,n){var t=e,r=e.split(\"-\")[1],i=null;o[t]||(r&&Object.keys(o).forEach((function(e){i||e.split(\"-\")[1]!==r||(i=e)})),t=i||n||\"en-US\"),g(t)},a.language=function(e,n){if(console.warn(\"`language` is deprecated since version 1.6.0. Use `culture` instead\"),!e)return u;if(e&&!n){if(!l[e])throw new Error(\"Unknown language : \"+e);g(e)}return!n&&l[e]||x(e,n),a},a.culture=function(e,n){if(!e)return u;if(e&&!n){if(!o[e])throw new Error(\"Unknown culture : \"+e);g(e)}return!n&&o[e]||x(e,n),a},a.languageData=function(e){if(console.warn(\"`languageData` is deprecated since version 1.6.0. Use `cultureData` instead\"),!e)return l[u];if(!l[e])throw new Error(\"Unknown language : \"+e);return l[e]},a.cultureData=function(e){if(!e)return o[u];if(!o[e])throw new Error(\"Unknown culture : \"+e);return o[e]},a.culture(\"en-US\",{delimiters:{thousands:\",\",decimal:\".\"},abbreviations:{thousand:\"k\",million:\"m\",billion:\"b\",trillion:\"t\"},ordinal:function(e){var n=e%10;return 1==~~(e%100/10)?\"th\":1===n?\"st\":2===n?\"nd\":3===n?\"rd\":\"th\"},currency:{symbol:\"$\",position:\"prefix\"},defaults:{currencyFormat:\",0000 a\"},formats:{fourDigits:\"0000 a\",fullWithTwoDecimals:\"$ ,0.00\",fullWithTwoDecimalsNoCurrency:\",0.00\"}}),a.languages=function(){return console.warn(\"`languages` is deprecated since version 1.6.0. Use `cultures` instead\"),l},a.cultures=function(){return o},a.zeroFormat=function(e){c=\"string\"==typeof e?e:null},a.defaultFormat=function(e){s=\"string\"==typeof e?e:\"0.0\"},a.defaultCurrencyFormat=function(e){\"string\"==typeof e?e:\"0$\"},a.validate=function(e,n){var t,r,i,o,l,u,c,s;if(\"string\"!=typeof e&&(e+=\"\",console.warn&&console.warn(\"Numbro.js: Value is not string. It has been co-erced to: \",e)),(e=e.trim()).match(/^\\d+$/))return!0;if(\"\"===e)return!1;try{c=a.cultureData(n)}catch(e){c=a.cultureData(a.culture())}return i=c.currency.symbol,l=c.abbreviations,t=c.delimiters.decimal,r=\".\"===c.delimiters.thousands?\"\\\\.\":c.delimiters.thousands,(null===(s=e.match(/^[^\\d]+/))||(e=e.substr(1),s[0]===i))&&((null===(s=e.match(/[^\\d]+$/))||(e=e.slice(0,-1),s[0]===l.thousand||s[0]===l.million||s[0]===l.billion||s[0]===l.trillion))&&(u=new RegExp(r+\"{2}\"),!e.match(/[^\\d.,]/g)&&(!((o=e.split(t)).length>2)&&(o.length<2?!!o[0].match(/^\\d+.*\\d$/)&&!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 e={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\\x25]+/,modulo:/^\\x25{2}/,placeholder:/^\\x25(?:([1-9]\\d*)\\$|\\(([^)]+)\\))?(\\+)?(0|'[^$])?(-)?(\\d+)?(?:\\.(\\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\\d]*)/i,key_access:/^\\.([a-z_][a-z_\\d]*)/i,index_access:/^\\[(\\d+)\\]/,sign:/^[+-]/};function n(e){return i(a(e),arguments)}function r(e,t){return n.apply(null,[e].concat(t||[]))}function i(t,r){var i,s,a,o,p,c,l,u,f,d=1,g=t.length,y=\"\";for(s=0;s<g;s++)if(\"string\"==typeof t[s])y+=t[s];else if(\"object\"==typeof t[s]){if((o=t[s]).keys)for(i=r[d],a=0;a<o.keys.length;a++){if(null==i)throw new Error(n('[sprintf] Cannot access property \"%s\" of undefined value \"%s\"',o.keys[a],o.keys[a-1]));i=i[o.keys[a]]}else i=o.param_no?r[o.param_no]:r[d++];if(e.not_type.test(o.type)&&e.not_primitive.test(o.type)&&i instanceof Function&&(i=i()),e.numeric_arg.test(o.type)&&\"number\"!=typeof i&&isNaN(i))throw new TypeError(n(\"[sprintf] expecting number but found %T\",i));switch(e.number.test(o.type)&&(u=i>=0),o.type){case\"b\":i=parseInt(i,10).toString(2);break;case\"c\":i=String.fromCharCode(parseInt(i,10));break;case\"d\":case\"i\":i=parseInt(i,10);break;case\"j\":i=JSON.stringify(i,null,o.width?parseInt(o.width):0);break;case\"e\":i=o.precision?parseFloat(i).toExponential(o.precision):parseFloat(i).toExponential();break;case\"f\":i=o.precision?parseFloat(i).toFixed(o.precision):parseFloat(i);break;case\"g\":i=o.precision?String(Number(i.toPrecision(o.precision))):parseFloat(i);break;case\"o\":i=(parseInt(i,10)>>>0).toString(8);break;case\"s\":i=String(i),i=o.precision?i.substring(0,o.precision):i;break;case\"t\":i=String(!!i),i=o.precision?i.substring(0,o.precision):i;break;case\"T\":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=o.precision?i.substring(0,o.precision):i;break;case\"u\":i=parseInt(i,10)>>>0;break;case\"v\":i=i.valueOf(),i=o.precision?i.substring(0,o.precision):i;break;case\"x\":i=(parseInt(i,10)>>>0).toString(16);break;case\"X\":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}e.json.test(o.type)?y+=i:(!e.number.test(o.type)||u&&!o.sign?f=\"\":(f=u?\"+\":\"-\",i=i.toString().replace(e.sign,\"\")),c=o.pad_char?\"0\"===o.pad_char?\"0\":o.pad_char.charAt(1):\" \",l=o.width-(f+i).length,p=o.width&&l>0?c.repeat(l):\"\",y+=o.align?f+i+p:\"0\"===c?f+p+i:p+f+i)}return y}var s=Object.create(null);function a(n){if(s[n])return s[n];for(var t,r=n,i=[],a=0;r;){if(null!==(t=e.text.exec(r)))i.push(t[0]);else if(null!==(t=e.modulo.exec(r)))i.push(\"%\");else{if(null===(t=e.placeholder.exec(r)))throw new SyntaxError(\"[sprintf] unexpected placeholder\");if(t[2]){a|=1;var o=[],p=t[2],c=[];if(null===(c=e.key.exec(p)))throw new SyntaxError(\"[sprintf] failed to parse named argument key\");for(o.push(c[1]);\"\"!==(p=p.substring(c[0].length));)if(null!==(c=e.key_access.exec(p)))o.push(c[1]);else{if(null===(c=e.index_access.exec(p)))throw new SyntaxError(\"[sprintf] failed to parse named argument key\");o.push(c[1])}t[2]=o}else a|=2;if(3===a)throw new Error(\"[sprintf] mixing positional and named placeholders is not (yet) supported\");i.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return s[n]=i}void 0!==t&&(t.sprintf=n,t.vsprintf=r),\"undefined\"!=typeof window&&(window.sprintf=n,window.vsprintf=r,\"function\"==typeof define&&define.amd&&define((function(){return{sprintf:n,vsprintf:r}})))}()},\n",
       "      function _(e,n,i,a,s){var r;a();const t=e(9),c=e(148),m=e(156),_=e(157),k=e(160),o=e(161),T=e(159);class w extends m.CompositeTicker{constructor(e){super(e)}}i.DatetimeTicker=w,r=w,w.__name__=\"DatetimeTicker\",r.override({num_minor_ticks:0,tickers:()=>[new c.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*T.ONE_MILLI,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:T.ONE_SECOND,max_interval:30*T.ONE_MINUTE,num_minor_ticks:0}),new 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 r=e-t,s=this.get_ideal_interval(t,e,i),n=[(0,a.sorted_index)(this.min_intervals,s)-1,(0,a.sorted_index)(this.max_intervals,s)],_=[this.min_intervals[n[0]],this.max_intervals[n[1]]].map((t=>Math.abs(i-r/t)));let l;if((0,a.is_empty)(_.filter((t=>!isNaN(t)))))l=this.tickers[0];else{const t=n[(0,a.argmin)(_)];l=this.tickers[t]}return l}get_interval(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)}get_ticks_no_defaults(t,e,i,r){return this.get_best_ticker(t,e,r).get_ticks_no_defaults(t,e,i,r)}}i.CompositeTicker=l,n=l,l.__name__=\"CompositeTicker\",n.define((({Array:t,Ref:e})=>({tickers:[t(e(_.ContinuousTicker)),[]]})))},\n",
       "      function _(t,e,n,s,o){var a;s();const i=t(158),r=t(159),c=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.days;t.length>1?this.interval=(t[1]-t[0])*r.ONE_DAY:this.interval=31*r.ONE_DAY}get_ticks_no_defaults(t,e,n,s){const o=function(t,e){const n=(0,r.last_month_no_later_than)(new Date(t)),s=(0,r.last_month_no_later_than)(new Date(e));s.setUTCMonth(s.getUTCMonth()+1);const o=[],a=n;for(;o.push((0,r.copy_date)(a)),a.setUTCMonth(a.getUTCMonth()+1),!(a>s););return o}(t,e),a=this.days,i=this.interval,_=(0,c.concat)(o.map((t=>((t,e)=>{const n=t.getUTCMonth(),s=[];for(const o of a){const a=(0,r.copy_date)(t);a.setUTCDate(o),new Date(a.getTime()+e/2).getUTCMonth()==n&&s.push(a)}return s})(t,i))));return{major:_.map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.DaysTicker=_,a=_,_.__name__=\"DaysTicker\",a.define((({Int:t,Array:e})=>({days:[e(t),[]]}))),a.override({num_minor_ticks:0})},\n",
       "      function _(e,n,t,r,i){var a;r();const l=e(149);class s extends l.ContinuousTicker{constructor(e){super(e)}get_interval(e,n,t){return this.interval}get_min_interval(){return this.interval}get_max_interval(){return this.interval}}t.SingleIntervalTicker=s,a=s,s.__name__=\"SingleIntervalTicker\",a.define((({Number:e})=>({interval:[e]})))},\n",
       "      function _(t,n,e,_,E){function N(t){return new Date(t.getTime())}function O(t){const n=N(t);return n.setUTCDate(1),n.setUTCHours(0),n.setUTCMinutes(0),n.setUTCSeconds(0),n.setUTCMilliseconds(0),n}_(),e.ONE_MILLI=1,e.ONE_SECOND=1e3,e.ONE_MINUTE=60*e.ONE_SECOND,e.ONE_HOUR=60*e.ONE_MINUTE,e.ONE_DAY=24*e.ONE_HOUR,e.ONE_MONTH=30*e.ONE_DAY,e.ONE_YEAR=365*e.ONE_DAY,e.copy_date=N,e.last_month_no_later_than=O,e.last_year_no_later_than=function(t){const n=O(t);return n.setUTCMonth(0),n}},\n",
       "      function _(t,e,n,a,r){var s;a();const i=t(158),o=t(159),l=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.months;t.length>1?this.interval=(t[1]-t[0])*o.ONE_MONTH:this.interval=12*o.ONE_MONTH}get_ticks_no_defaults(t,e,n,a){const r=function(t,e){const n=(0,o.last_year_no_later_than)(new Date(t)),a=(0,o.last_year_no_later_than)(new Date(e));a.setUTCFullYear(a.getUTCFullYear()+1);const r=[],s=n;for(;r.push((0,o.copy_date)(s)),s.setUTCFullYear(s.getUTCFullYear()+1),!(s>a););return r}(t,e),s=this.months;return{major:(0,l.concat)(r.map((t=>s.map((e=>{const n=(0,o.copy_date)(t);return n.setUTCMonth(e),n}))))).map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.MonthsTicker=_,s=_,_.__name__=\"MonthsTicker\",s.define((({Int:t,Array:e})=>({months:[e(t),[]]})))},\n",
       "      function _(e,t,a,i,r){i();const n=e(147),_=e(158),s=e(159);class c extends _.SingleIntervalTicker{constructor(e){super(e)}initialize(){super.initialize(),this.interval=s.ONE_YEAR,this.basic_ticker=new n.BasicTicker({num_minor_ticks:0})}get_ticks_no_defaults(e,t,a,i){const r=(0,s.last_year_no_later_than)(new Date(e)).getUTCFullYear(),n=(0,s.last_year_no_later_than)(new Date(t)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,n,a,i).major.map((e=>Date.UTC(e,0,1))).filter((a=>e<=a&&a<=t)),minor:[]}}}a.YearsTicker=c,c.__name__=\"YearsTicker\"},\n",
       "      function _(e,o,i,s,t){var n;s();const r=e(143),_=e(163),c=e(164);class a extends r.ContinuousAxisView{}i.LogAxisView=a,a.__name__=\"LogAxisView\";class u extends r.ContinuousAxis{constructor(e){super(e)}}i.LogAxis=u,n=u,u.__name__=\"LogAxis\",n.prototype.default_view=a,n.override({ticker:()=>new c.LogTicker,formatter:()=>new _.LogTickFormatter})},\n",
       "      function _(e,t,n,o,r){var i;o();const a=e(131),s=e(146),c=e(164),l=e(120),{abs:u,log:x,round:_}=Math;class p extends a.TickFormatter{constructor(e){super(e)}initialize(){super.initialize(),this.basic_formatter=new s.BasicTickFormatter}format_graphics(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.format_graphics(e,t):i.map((e=>{if(u(e)<this.min_exponent){const t=new l.TextBox({text:(0,s.unicode_replace)(`${r**e}`)}),n=new l.TextBox({text:\"\"});return new l.BaseExpo(t,n)}{const t=new l.TextBox({text:(0,s.unicode_replace)(`${r}`)}),n=new l.TextBox({text:(0,s.unicode_replace)(`${e}`)});return new l.BaseExpo(t,n)}}))}_exponents(e,t){let n=null;const o=[];for(const r of e){const e=_(x(r)/x(t));if(n==e)return null;n=e,o.push(e)}return o}doFormat(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.doFormat(e,t):i.map((e=>u(e)<this.min_exponent?(0,s.unicode_replace)(`${r**e}`):(0,s.unicode_replace)(`${r}^${e}`)))}}n.LogTickFormatter=p,i=p,p.__name__=\"LogTickFormatter\",i.define((({Int:e,Ref:t,Nullable:n})=>({ticker:[n(t(c.LogTicker)),null],min_exponent:[e,0]})))},\n",
       "      function _(t,o,e,s,n){var r;s();const i=t(148),a=t(9);class c extends i.AdaptiveTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,e,s){const 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<e;n++){const[e]=a.wgs84_mercator.invert(r[n],t.loc);o[n]=e}else for(let n=0;n<e;n++){const[,e]=a.wgs84_mercator.invert(t.loc,r[n]);o[n]=e}return super.doFormat(o,t)}}e.MercatorTickFormatter=l,i=l,l.__name__=\"MercatorTickFormatter\",i.define((({Nullable:r})=>({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 configured`);return[t,o]=(0,_.clip_mercator)(t,o,this.dimension),\"lon\"==this.dimension?this._get_ticks_lon(t,o,n,s):this._get_ticks_lat(t,o,n,s)}_get_ticks_lon(t,o,n,s){const[r]=_.wgs84_mercator.invert(t,n),[e,i]=_.wgs84_mercator.invert(o,n),c=super.get_ticks_no_defaults(r,e,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,\"lon\")){const[o]=_.wgs84_mercator.compute(t,i);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,\"lon\")){const[o]=_.wgs84_mercator.compute(t,i);m.push(o)}return{major:a,minor:m}}_get_ticks_lat(t,o,n,s){const[,r]=_.wgs84_mercator.invert(n,t),[e,i]=_.wgs84_mercator.invert(n,o),c=super.get_ticks_no_defaults(r,i,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,\"lat\")){const[,o]=_.wgs84_mercator.compute(e,t);a.push(o)}const m=[];for(const t of 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 _.ContinuousTicker{constructor(r){super(r)}get_ticks_no_defaults(r,t,e,i){return{major:this.ticks,minor:this.minor_ticks}}get_interval(r,t,e){return 0}get_min_interval(){return 0}get_max_interval(){return 0}}e.FixedTicker=c,s=c,c.__name__=\"FixedTicker\",s.define((({Number:r,Array:t})=>({ticks:[t(r),[]],minor_ticks:[t(r),[]]})))},\n",
       "      function _(e,n,t,r,i){var o;r();const a=e(130),s=e(171),c=e(12);class m extends a.Ticker{constructor(e){super(e)}get_ticks(e,n,t,r){const{binning:i}=this.mapper.metrics,o=Math.max(0,(0,c.left_edge_index)(e,i)),a=Math.min((0,c.left_edge_index)(n,i)+1,i.length-1),s=[];for(let e=o;e<=a;e++)s.push(i[e]);const{num_major_ticks:m}=this,_=[],h=\"auto\"==m?s.length:m,l=Math.max(1,Math.floor(s.length/h));for(let e=0;e<s.length;e+=l)_.push(s[e]);return{major:_,minor:[]}}}t.BinnedTicker=m,o=m,m.__name__=\"BinnedTicker\",o.define((({Number:e,Ref:n,Or:t,Auto:r})=>({mapper:[n(s.ScanningColorMapper)],num_major_ticks:[t(e,r),8]})))},\n",
       "      function _(n,e,i,r,o){r();const t=n(172),a=n(12);class c extends t.ContinuousColorMapper{constructor(n){super(n)}cmap(n,e,i,r,o){if(n<o.binning[0])return i;if(n>o.binning[o.binning.length-1])return r;return e[(0,a.left_edge_index)(n,o.binning)]}}i.ScanningColorMapper=c,c.__name__=\"ScanningColorMapper\"},\n",
       "      function _(t,e,o,n,s){var l;n();const c=t(173),i=t(175),a=t(9),h=t(8);class r extends c.ColorMapper{constructor(t){super(t),this._scan_data=null}connect_signals(){super.connect_signals();const t=()=>{for(const[t]of this.domain)this.connect(t.view.change,(()=>this.update_data())),this.connect(t.data_source.selected.change,(()=>this.update_data()))};this.connect(this.properties.domain.change,(()=>t())),t()}update_data(){const{domain:t,palette:e}=this,o=[...this._collect(t)];this._scan_data=this.scan(o,e.length),this.metrics_change.emit(),this.change.emit()}get metrics(){return null==this._scan_data&&this.update_data(),this._scan_data}*_collect(t){for(const[e,o]of t)for(const t of(0,h.isArray)(o)?o:[o]){let o=e.data_source.get_column(t);o=e.view.indices.select(o);const n=e.view.masked,s=e.data_source.selected.indices;let l;if(null!=n&&s.length>0?l=(0,a.intersection)([...n],s):null!=n?l=[...n]:s.length>0&&(l=s),null!=l&&(o=(0,a.map)(l,(t=>o[t]))),o.length>0&&!(0,h.isNumber)(o[0]))for(const t of o)yield*t;else yield*o}}_v_compute(t,e,o,n){const{nan_color:s}=n;let{low_color:l,high_color:c}=n;null==l&&(l=o[0]),null==c&&(c=o[o.length-1]);const{domain:i}=this,h=(0,a.is_empty)(i)?t:[...this._collect(i)];this._scan_data=this.scan(h,o.length),this.metrics_change.emit();for(let n=0,i=t.length;n<i;n++){const i=t[n];isNaN(i)?e[n]=s:e[n]=this.cmap(i,o,l,c,this._scan_data)}}_colors(t){return Object.assign(Object.assign({},super._colors(t)),{low_color:null!=this.low_color?t(this.low_color):void 0,high_color:null!=this.high_color?t(this.high_color):void 0})}}o.ContinuousColorMapper=r,l=r,r.__name__=\"ContinuousColorMapper\",l.define((({Number:t,String:e,Ref:o,Color:n,Or:s,Tuple:l,Array:c,Nullable:a})=>({high:[a(t),null],low:[a(t),null],high_color:[a(n),null],low_color:[a(n),null],domain:[c(l(o(i.GlyphRenderer),s(e,c(e)))),[]]})))},\n",
       "      function _(e,r,t,n,o){var a;n();const c=e(174),i=e(15),_=e(24),l=e(22),s=e(27);function p(e){return(0,l.encode_rgba)((0,l.color2rgba)(e))}function u(e){const r=new Uint32Array(e.length);for(let t=0,n=e.length;t<n;t++)r[t]=p(e[t]);return r}t._convert_color=p,t._convert_palette=u;class h extends c.Mapper{constructor(e){super(e)}initialize(){super.initialize(),this.metrics_change=new i.Signal0(this,\"metrics_change\")}v_compute(e){const r=new Array(e.length);return this._v_compute(e,r,this.palette,this._colors((e=>e))),r}get rgba_mapper(){const e=this,r=u(this.palette),t=this._colors(p);return{v_compute(n){const o=new _.ColorArray(n.length);return e._v_compute(n,o,r,t),new Uint8ClampedArray((0,s.to_big_endian)(o).buffer)}}}_colors(e){return{nan_color:e(this.nan_color)}}}t.ColorMapper=h,a=h,h.__name__=\"ColorMapper\",a.define((({Color:e,Array:r})=>({palette:[r(e)],nan_color:[e,\"gray\"]})))},\n",
       "      function _(r,e,n,s,o){s();const p=r(56);class t extends p.Transform{constructor(r){super(r)}compute(r){throw new Error(\"mapping single values is not supported\")}}n.Mapper=t,t.__name__=\"Mapper\"},\n",
       "      function _(e,t,i,s,l){var h;s();const n=e(176),o=e(177),a=e(186),c=e(187),_=e(189),r=e(179),d=e(70),p=e(190),g=e(24),u=e(12),y=e(13),m=e(113),v=e(67),f={fill:{},line:{}},w={fill:{fill_alpha:.3,fill_color:\"grey\"},line:{line_alpha:.3,line_color:\"grey\"}},b={fill:{fill_alpha:.2},line:{}},V={fill:{fill_alpha:.2},line:{}};class x extends n.DataRendererView{get glyph_view(){return this.glyph}async lazy_initialize(){var e;await super.lazy_initialize();const t=this.model.glyph;this.glyph=await this.build_glyph_view(t);const i=\"fill\"in this.glyph.visuals,s=\"line\"in 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<l;e+=s)this.decimated.set(e);this.plot_view.invalidate_dataranges=!0}set_visuals(){var e;const t=this.model.data_source,{all_indices:i}=this;this.glyph.set_visuals(t,i),this.decimated_glyph.set_visuals(t,i),this.selection_glyph.set_visuals(t,i),this.nonselection_glyph.set_visuals(t,i),null===(e=this.hover_glyph)||void 0===e||e.set_visuals(t,i),this.muted_glyph.set_visuals(t,i)}get has_webgl(){return this.glyph.has_webgl}_render(){const e=this.has_webgl;this.glyph.map_data();const t=[...this.all_indices];let i=[...this._update_masked_indices()];const{ctx:s}=this.layer;s.save();const{selected:l}=this.model.data_source;let h;h=!l||l.is_empty()?[]:this.glyph instanceof o.LineView&&l.selected_glyph===this.glyph.model?this.model.view.convert_indices_from_subset(i):l.indices;const{inspected:n}=this.model.data_source,r=new Set((()=>!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<l;e++){const l={x:this.sx[e],y:this.sy[e]},_={x:this.sx[e+1],y:this.sy[e+1]},r=h.dist_to_segment(i,l,_);r<n&&r<s&&(s=r,t.add_to_selected_glyphs(this.model),t.view=this,t.line_indices=[e])}return t}_hit_span(e){const{sx:t,sy:i}=e,s=new c.Selection;let n,l;\"v\"==e.direction?(n=this.renderer.yscale.invert(i),l=this._y):(n=this.renderer.xscale.invert(t),l=this._x);for(let e=0,t=l.length-1;e<t;e++)(l[e]<=n&&n<=l[e+1]||l[e+1]<=n&&n<=l[e])&&(s.add_to_selected_glyphs(this.model),s.view=this,s.line_indices.push(e));return s}get_interpolation_hit(e,t){const[i,s,n,l]=[this._x[e],this._y[e],this._x[e+1],this._y[e+1]];return(0,o.line_interpolation)(this.renderer,t,i,s,n,l)}draw_legend_for_index(e,t,i){(0,o.generic_line_scalar_legend)(this.visuals,e,t)}}i.LineView=d,d.__name__=\"LineView\";class p extends r.XYGlyph{constructor(e){super(e)}}i.Line=p,_=p,p.__name__=\"Line\",_.prototype.default_view=d,_.mixins(a.LineScalar)},\n",
       "      function _(e,t,_,s,i){s();const n=e(1);var a;const o=e(78),c=(0,n.__importStar)(e(18)),p=e(179);class r extends p.GlyphView{_project_data(){o.inplace.project_xy(this._x,this._y)}_index_data(e){const{_x:t,_y:_,data_size:s}=this;for(let i=0;i<s;i++){const s=t[i],n=_[i];e.add_point(s,n)}}scenterxy(e){return[this.sx[e],this.sy[e]]}}_.XYGlyphView=r,r.__name__=\"XYGlyphView\";class d extends p.Glyph{constructor(e){super(e)}}_.XYGlyph=d,a=d,d.__name__=\"XYGlyph\",a.define((({})=>({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;e<r;e++){const i=t[e],n=s.get(e)/2,r=o(i-n),_=o(i+n);a[e]=b(_-r)}else for(let e=0;e<r;e++){const i=t[e],n=o(i),r=o(i+s.get(e));a[e]=b(r-n)}return n&&(0,p.inplace_map)(a,(e=>m(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<o.length;e++)o[e]=_.v_synthetic(o[e]);let l;l=s instanceof a.CoordinateSeqSpec?f.RaggedArray.from(o,Float64Array):o,this._configure(`_${s.attr}`,{value:l})}else{const i=s.uniform(e).select(t);if(this._configure(s,{value:i}),s instanceof a.DistanceSpec){const e=i.is_Scalar()?i.value:(0,p.max)(i.array);this._configure(`max_${s.attr}`,{value:e})}}this.renderer.plot_view.model.use_map&&this._project_data(),this._set_data(null!=s?s:null),null===(i=this.glglyph)||void 0===i||i.set_data_changed(),this.index_data()}_set_data(e){}get _index_size(){return this.data_size}index_data(){const e=new y.SpatialIndex(this._index_size);this._index_data(e),e.finish(),this._index=e}mask_data(){return null==this._mask_data?d.Indices.all_set(this.data_size):this._mask_data()}map_data(){var e;const t=this,{x_scale:s,y_scale:i}=this.renderer.coordinates;for(const e of this.model)if(e instanceof a.BaseCoordinateSpec){const n=\"x\"==e.dimension?s:i;let r=t[`_${e.attr}`];if(r instanceof f.RaggedArray){const e=n.v_compute(r.array);r=new f.RaggedArray(r.offsets,e)}else r=n.v_compute(r);this[`s${e.attr}`]=r}this._map_data(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_map_data(){}}s.GlyphView=w,w.__name__=\"GlyphView\";class S extends c.Model{constructor(e){super(e)}}s.Glyph=S,S.__name__=\"Glyph\"},\n",
       "      function _(t,s,r,e,a){var n;e();const o=t(26),h=t(11);class i{constructor(t,s){this.offsets=t,this.array=s}[(n=Symbol.toStringTag,o.equals)](t,s){return s.arrays(this.offsets,t.offsets)&&s.arrays(this.array,t.array)}get length(){return this.offsets.length}clone(){return new i(this.offsets.slice(),this.array.slice())}static from(t,s){const r=t.length;let e=0;const a=(()=>{const s=new Uint32Array(r);for(let a=0;a<r;a++){const r=t[a].length;s[a]=e,e+=r}return e<256?new Uint8Array(s):e<65536?new Uint16Array(s):s})(),n=new s(e);for(let s=0;s<r;s++)n.set(t[s],a[s]);return new i(a,n)}*[Symbol.iterator](){const{offsets:t,length:s}=this;for(let r=0;r<s;r++)yield this.array.subarray(t[r],t[r+1])}_check_bounds(t){(0,h.assert)(0<=t&&t<this.length,`Out of bounds: 0 <= ${t} < ${this.length}`)}get(t){this._check_bounds(t);const{offsets:s}=this;return this.array.subarray(s[t],s[t+1])}set(t,s){this._check_bounds(t),this.array.set(s,this.offsets[t])}}r.RaggedArray=i,i.__name__=\"RaggedArray\",i[n]=\"RaggedArray\"},\n",
       "      function _(i,t,n,e,s){e();const d=(0,i(1).__importDefault)(i(182)),o=i(24),x=i(65);function h(i,t){let n=0,e=t.length-1;for(;n<e;){const s=n+e>>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<o;h+=4){const o=0|this._indices[h>>2],r=this._boxes[h+0],l=this._boxes[h+1],a=this._boxes[h+2],_=this._boxes[h+3];n<r||(e<l||i>a||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&&s<t.x0&&(t.x0=s),o<=i.x1&&o>t.x1&&(t.x1=o),d>=i.y0&&d<t.y0&&(t.y0=d),x<=i.y1&&x>t.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} data when expected v3.`);const[e]=new Uint16Array(t,2,1),[h]=new Uint32Array(t,4,1);return new r(h,e,o[15&i],t)}constructor(t,s=16,i=Float64Array,e){if(void 0===t)throw new Error(\"Missing required argument: numItems.\");if(isNaN(t)||t<=0)throw new Error(`Unpexpected numItems value: ${t}.`);this.numItems=+t,this.nodeSize=Math.min(Math.max(+s,2),65535);let h=t,r=h;this._levelBounds=[4*h];do{h=Math.ceil(h/this.nodeSize),r+=h,this._levelBounds.push(4*r)}while(1!==h);this.ArrayType=i||Float64Array,this.IndexArrayType=r<16384?Uint16Array:Uint32Array;const a=o.indexOf(this.ArrayType),_=4*r*this.ArrayType.BYTES_PER_ELEMENT;if(a<0)throw new Error(`Unexpected typed array class: ${i}.`);e&&e instanceof ArrayBuffer?(this.data=e,this._boxes=new this.ArrayType(this.data,8,4*r),this._indices=new this.IndexArrayType(this.data,8+_,r),this._pos=4*r,this.minX=this._boxes[this._pos-4],this.minY=this._boxes[this._pos-3],this.maxX=this._boxes[this._pos-2],this.maxY=this._boxes[this._pos-1]):(this.data=new ArrayBuffer(8+_+r*this.IndexArrayType.BYTES_PER_ELEMENT),this._boxes=new this.ArrayType(this.data,8,4*r),this._indices=new this.IndexArrayType(this.data,8+_,r),this._pos=0,this.minX=1/0,this.minY=1/0,this.maxX=-1/0,this.maxY=-1/0,new Uint8Array(this.data,0,2).set([251,48+a]),new Uint16Array(this.data,2,1)[0]=s,new Uint32Array(this.data,4,1)[0]=t),this._queue=new n.default}add(t,s,i,e){const h=this._pos>>2;return this._indices[h]=h,this._boxes[this._pos++]=t,this._boxes[this._pos++]=s,this._boxes[this._pos++]=i,this._boxes[this._pos++]=e,t<this.minX&&(this.minX=t),s<this.minY&&(this.minY=s),i>this.maxX&&(this.maxX=i),e>this.maxY&&(this.maxY=e),h}finish(){if(this._pos>>2!==this.numItems)throw new Error(`Added ${this._pos>>2} items when expected ${this.numItems}.`);if(this.numItems<=this.nodeSize)return this._boxes[this._pos++]=this.minX,this._boxes[this._pos++]=this.minY,this._boxes[this._pos++]=this.maxX,void(this._boxes[this._pos++]=this.maxY);const t=this.maxX-this.minX,s=this.maxY-this.minY,i=new Uint32Array(this.numItems);for(let e=0;e<this.numItems;e++){let h=4*e;const n=this._boxes[h++],o=this._boxes[h++],r=this._boxes[h++],a=this._boxes[h++],_=Math.floor(65535*((n+r)/2-this.minX)/t),x=Math.floor(65535*((o+a)/2-this.minY)/s);i[e]=m(_,x)}x(i,this._boxes,this._indices,0,this.numItems-1,this.nodeSize);for(let t=0,s=0;t<this._levelBounds.length-1;t++){const i=this._levelBounds[t];for(;s<i;){const t=s;let e=1/0,h=1/0,n=-1/0,o=-1/0;for(let t=0;t<this.nodeSize&&s<i;t++)e=Math.min(e,this._boxes[s++]),h=Math.min(h,this._boxes[s++]),n=Math.max(n,this._boxes[s++]),o=Math.max(o,this._boxes[s++]);this._indices[this._pos>>2]=t,this._boxes[this._pos++]=e,this._boxes[this._pos++]=h,this._boxes[this._pos++]=n,this._boxes[this._pos++]=o}}}search(t,s,i,e,h){if(this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");let n=this._boxes.length-4;const o=[],r=[];for(;void 0!==n;){const a=Math.min(n+4*this.nodeSize,_(n,this._levelBounds));for(let _=n;_<a;_+=4){const a=0|this._indices[_>>2];i<this._boxes[_]||(e<this._boxes[_+1]||t>this._boxes[_+2]||s>this._boxes[_+3]||(n<4*this.numItems?(void 0===h||h(a))&&r.push(a):o.push(a)))}n=o.pop()}return r}neighbors(t,s,i=1/0,e=1/0,h){if(this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");let n=this._boxes.length-4;const o=this._queue,r=[],x=e*e;for(;void 0!==n;){const e=Math.min(n+4*this.nodeSize,_(n,this._levelBounds));for(let i=n;i<e;i+=4){const e=0|this._indices[i>>2],r=a(t,this._boxes[i],this._boxes[i+2]),_=a(s,this._boxes[i+1],this._boxes[i+3]),x=r*r+_*_;n<4*this.numItems?(void 0===h||h(e))&&o.push(-e-1,x):o.push(e,x)}for(;o.length&&o.peek()<0;){if(o.peekValue()>x)return o.clear(),r;if(r.push(-o.pop()-1),r.length===i)return o.clear(),r}n=o.pop()}return o.clear(),r}}function a(t,s,i){return t<s?s-t:t<=i?0:t-i}function _(t,s){let i=0,e=s.length-1;for(;i<e;){const h=i+e>>1;s[h]>t?e=h:i=h+1}return s[i]}function x(t,s,i,e,h,n){if(Math.floor(e/n)>=Math.floor(h/n))return;const o=t[e+h>>1];let r=e-1,a=h+1;for(;;){do{r++}while(t[r]<o);do{a--}while(t[a]>o);if(r>=a)break;d(t,s,i,r,a)}x(t,s,i,e,a,n),x(t,s,i,a+1,h,n)}function d(t,s,i,e,h){const n=t[e];t[e]=t[h],t[h]=n;const o=4*e,r=4*h,a=s[o],_=s[o+1],x=s[o+2],d=s[o+3];s[o]=s[r],s[o+1]=s[r+1],s[o+2]=s[r+2],s[o+3]=s[r+3],s[r]=a,s[r+1]=_,s[r+2]=x,s[r+3]=d;const m=i[e];i[e]=i[h],i[h]=m}function m(t,s){let i=t^s,e=65535^i,h=65535^(t|s),n=t&(65535^s),o=i|e>>1,r=i>>1^i,a=h>>1^e&n>>1^h,_=i&h>>1^n>>1^n;i=o,e=r,h=a,n=_,o=i&i>>2^e&e>>2,r=i&e>>2^e&(i^e)>>2,a^=i&h>>2^e&n>>2,_^=e&h>>2^(i^e)&n>>2,i=o,e=r,h=a,n=_,o=i&i>>4^e&e>>4,r=i&e>>4^e&(i^e)>>4,a^=i&h>>4^e&n>>4,_^=e&h>>4^(i^e)&n>>4,i=o,e=r,h=a,n=_,a^=i&h>>8^e&n>>8,_^=e&h>>8^(i^e)&n>>8,i=a^a>>1,e=_^_>>1;let x=t^s,d=e|65535^(x|i);return x=16711935&(x|x<<8),x=252645135&(x|x<<4),x=858993459&(x|x<<2),x=1431655765&(x|x<<1),d=16711935&(d|d<<8),d=252645135&(d|d<<4),d=858993459&(d|d<<2),d=1431655765&(d|d<<1),(d<<1|x)>>>0}i.default=r},\n",
       "      function _(s,t,i,h,e){h();i.default=class{constructor(){this.ids=[],this.values=[],this.length=0}clear(){this.length=0}push(s,t){let i=this.length++;for(this.ids[i]=s,this.values[i]=t;i>0;){const s=i-1>>1,h=this.values[s];if(t>=h)break;this.ids[i]=this.ids[s],this.values[i]=h,i=s}this.ids[i]=s,this.values[i]=t}pop(){if(0===this.length)return;const s=this.ids[0];if(this.length--,this.length>0){const s=this.ids[0]=this.ids[this.length],t=this.values[0]=this.values[this.length],i=this.length>>1;let h=0;for(;h<i;){let s=1+(h<<1);const i=s+1;let e=this.ids[s],l=this.values[s];const n=this.values[i];if(i<this.length&&n<l&&(s=i,e=this.ids[i],l=n),l>=t)break;this.ids[h]=e,this.values[h]=l,h=s}this.ids[h]=s,this.values[h]=t}return s}peek(){if(0!==this.length)return this.ids[0]}peekValue(){if(0!==this.length)return this.values[0]}}},\n",
       "      function _(e,n,a,t,i){t();const l=(0,e(1).__importStar)(e(185));function r(e,n,{x0:a,x1:t,y0:i,y1:l},r){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n,r),n.restore()}function c(e,n,{x0:a,x1:t,y0:i,y1:l},r){var c,o;const _=.1*Math.abs(t-a),s=.1*Math.abs(l-i),y=a+_,p=t-_,g=i+s,h=l-s;n.beginPath(),n.rect(y,g,p-y,h-g),e.fill.apply(n,r),null===(c=e.hatch)||void 0===c||c.apply(n,r),null===(o=e.line)||void 0===o||o.apply(n,r)}a.generic_line_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n),n.restore()},a.generic_line_vector_legend=r,a.generic_line_legend=r,a.generic_area_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){var r,c;const o=.1*Math.abs(t-a),_=.1*Math.abs(l-i),s=a+o,y=t-o,p=i+_,g=l-_;n.beginPath(),n.rect(s,p,y-s,g-p),e.fill.apply(n),null===(r=e.hatch)||void 0===r||r.apply(n),null===(c=e.line)||void 0===c||c.apply(n)},a.generic_area_vector_legend=c,a.generic_area_legend=c,a.line_interpolation=function(e,n,a,t,i,r){const{sx:c,sy:o}=n;let _,s,y,p;\"point\"==n.type?([y,p]=e.yscale.r_invert(o-1,o+1),[_,s]=e.xscale.r_invert(c-1,c+1)):\"v\"==n.direction?([y,p]=e.yscale.r_invert(o,o),[_,s]=[Math.min(a-1,i-1),Math.max(a+1,i+1)]):([_,s]=e.xscale.r_invert(c,c),[y,p]=[Math.min(t-1,r-1),Math.max(t+1,r+1)]);const{x:g,y:h}=l.check_2_segments_intersect(_,y,s,p,a,t,i,r);return[g,h]}},\n",
       "      function _(t,n,e,i,r){function s(t,n){return(t.x-n.x)**2+(t.y-n.y)**2}function o(t,n,e){const i=s(n,e);if(0==i)return s(t,n);const r=((t.x-n.x)*(e.x-n.x)+(t.y-n.y)*(e.y-n.y))/i;if(r<0)return s(t,n);if(r>1)return s(t,e);return s(t,{x:n.x+r*(e.x-n.x),y:n.y+r*(e.y-n.y)})}i(),e.point_in_poly=function(t,n,e,i){let r=!1,s=e[e.length-1],o=i[i.length-1];for(let u=0;u<e.length;u++){const c=e[u],_=i[u];o<n!=_<n&&s+(n-o)/(_-o)*(c-s)<t&&(r=!r),s=c,o=_}return r},e.point_in_ellipse=function(t,n,e,i,r,s,o){return((Math.cos(e)/r)**2+(Math.sin(e)/i)**2)*(t-s)**2+2*Math.cos(e)*Math.sin(e)*((1/r)**2-(1/i)**2)*(t-s)*(n-o)+((Math.cos(e)/i)**2+(Math.sin(e)/r)**2)*(n-o)**2<=1},e.dist_2_pts=s,e.dist_to_segment_squared=o,e.dist_to_segment=function(t,n,e){return Math.sqrt(o(t,n,e))},e.check_2_segments_intersect=function(t,n,e,i,r,s,o,u){const c=(u-s)*(e-t)-(o-r)*(i-n);if(0==c)return{hit:!1,x:null,y:null};{let _=n-s,h=t-r;const l=(e-t)*_-(i-n)*h;_=((o-r)*_-(u-s)*h)/c,h=l/c;return{hit:_>0&&_<1&&h>0&&h<1,x:t+_*(e-t),y:n+_*(i-n)}}}},\n",
       "      function _(t,s,e,i,a){i();const l=t(1);var n;const _=t(178),o=t(184),c=(0,l.__importStar)(t(185)),h=(0,l.__importStar)(t(48)),r=t(72);class p extends _.XYGlyphView{_render(t,s,e){const{sx:i,sy:a}=null!=e?e:this;let l=!0;t.beginPath();for(const e of s){const s=i[e],n=a[e];isFinite(s+n)?l?(t.moveTo(s,n),l=!1):t.lineTo(s,n):(t.closePath(),l=!0)}t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t),this.visuals.line.apply(t)}draw_legend_for_index(t,s,e){(0,o.generic_area_scalar_legend)(this.visuals,t,s)}_hit_point(t){const s=new r.Selection;return c.point_in_poly(t.sx,t.sy,this.sx,this.sy)&&(s.add_to_selected_glyphs(this.model),s.view=this),s}}e.PatchView=p,p.__name__=\"PatchView\";class d extends _.XYGlyph{constructor(t){super(t)}}e.Patch=d,n=d,d.__name__=\"Patch\",n.prototype.default_view=p,n.mixins([h.LineScalar,h.FillScalar,h.HatchScalar])},\n",
       "      function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x1[n],h=this._x2[n],r=this._y[n];t.add_rect(s(i,h),r,e(i,h),r)}}_render(t,s,e){const{sx1:i,sx2:n,sy:h}=null!=e?e:this;t.beginPath();for(let s=0,e=i.length;s<e;s++)t.lineTo(i[s],h[s]);for(let s=n.length-1;s>=0;s--)t.lineTo(n[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}_hit_point(t){const s=this.sy.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx1[i],this.sx1[i+1],this.sx2[i+1],this.sx2[i]],n=[this.sy[i],this.sy[i+1],this.sy[i+1],this.sy[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}scenterxy(t){return[(this.sx1[t]+this.sx2[t])/2,this.sy[t]]}_map_data(){this.sx1=this.renderer.xscale.v_compute(this._x1),this.sx2=this.renderer.xscale.v_compute(this._x2),this.sy=this.renderer.yscale.v_compute(this._y)}}e.HAreaView=c,c.__name__=\"HAreaView\";class x extends a.Area{constructor(t){super(t)}}e.HArea=x,r=x,x.__name__=\"HArea\",r.prototype.default_view=c,r.define((({})=>({x1:[o.XCoordinateSpec,{field:\"x1\"}],x2:[o.XCoordinateSpec,{field:\"x2\"}],y:[o.YCoordinateSpec,{field:\"y\"}]})))},\n",
       "      function _(e,a,r,_,s){_();const n=e(1);var c;const i=e(179),l=e(184),t=(0,n.__importStar)(e(48));class o extends i.GlyphView{draw_legend_for_index(e,a,r){(0,l.generic_area_scalar_legend)(this.visuals,e,a)}}r.AreaView=o,o.__name__=\"AreaView\";class d extends i.Glyph{constructor(e){super(e)}}r.Area=d,c=d,d.__name__=\"Area\",c.mixins([t.FillScalar,t.HatchScalar])},\n",
       "      function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x[n],h=this._y1[n],r=this._y2[n];t.add_rect(i,s(h,r),i,e(h,r))}}_render(t,s,e){const{sx:i,sy1:n,sy2:h}=null!=e?e:this;t.beginPath();for(let s=0,e=n.length;s<e;s++)t.lineTo(i[s],n[s]);for(let s=h.length-1;s>=0;s--)t.lineTo(i[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}scenterxy(t){return[this.sx[t],(this.sy1[t]+this.sy2[t])/2]}_hit_point(t){const s=this.sx.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx[i],this.sx[i+1],this.sx[i+1],this.sx[i]],n=[this.sy1[i],this.sy1[i+1],this.sy2[i+1],this.sy2[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sy1=this.renderer.yscale.v_compute(this._y1),this.sy2=this.renderer.yscale.v_compute(this._y2)}}e.VAreaView=c,c.__name__=\"VAreaView\";class y extends a.Area{constructor(t){super(t)}}e.VArea=y,r=y,y.__name__=\"VArea\",r.prototype.default_view=c,r.define((({})=>({x:[o.XCoordinateSpec,{field:\"x\"}],y1:[o.YCoordinateSpec,{field:\"y1\"}],y2:[o.YCoordinateSpec,{field:\"y2\"}]})))},\n",
       "      function _(e,i,s,t,n){var c;t();const o=e(53),r=e(24),u=e(191),_=e(70);class a extends o.Model{constructor(e){super(e)}initialize(){super.initialize(),this.compute_indices()}connect_signals(){super.connect_signals(),this.connect(this.properties.filters.change,(()=>this.compute_indices()));const e=()=>{const e=()=>this.compute_indices();null!=this.source&&(this.connect(this.source.change,e),this.source instanceof _.ColumnarDataSource&&(this.connect(this.source.streaming,e),this.connect(this.source.patching,e)))};let i=null!=this.source;i?e():this.connect(this.properties.source.change,(()=>{i||(e(),i=!0)}))}compute_indices(){var e;const{source:i}=this;if(null==i)return;const s=null!==(e=i.get_length())&&void 0!==e?e:1,t=r.Indices.all_set(s);for(const e of this.filters)t.intersect(e.compute_indices(i));this.indices=t,this._indices=[...t],this.indices_map_to_subset()}indices_map_to_subset(){this.indices_map={};for(let e=0;e<this._indices.length;e++)this.indices_map[this._indices[e]]=e}convert_selection_from_subset(e){return e.map((e=>this._indices[e]))}convert_selection_to_subset(e){return e.map((e=>this.indices_map[e]))}convert_indices_from_subset(e){return e.map((e=>this._indices[e]))}}s.CDSView=a,c=a,a.__name__=\"CDSView\",c.define((({Array:e,Ref:i})=>({filters:[e(i(u.Filter)),[]],source:[i(_.ColumnarDataSource)]}))),c.internal((({Int:e,Dict:i,Ref:s,Nullable:t})=>({indices:[s(r.Indices)],indices_map:[i(e),{}],masked:[t(s(r.Indices)),null]})))},\n",
       "      function _(e,t,n,s,c){s();const o=e(53);class r extends o.Model{constructor(e){super(e)}}n.Filter=r,r.__name__=\"Filter\"},\n",
       "      function _(t,r,a,e,c){e(),c(\"BasicTickFormatter\",t(146).BasicTickFormatter),c(\"CategoricalTickFormatter\",t(142).CategoricalTickFormatter),c(\"DatetimeTickFormatter\",t(150).DatetimeTickFormatter),c(\"FuncTickFormatter\",t(193).FuncTickFormatter),c(\"LogTickFormatter\",t(163).LogTickFormatter),c(\"MercatorTickFormatter\",t(166).MercatorTickFormatter),c(\"NumeralTickFormatter\",t(194).NumeralTickFormatter),c(\"PrintfTickFormatter\",t(195).PrintfTickFormatter),c(\"TickFormatter\",t(131).TickFormatter)},\n",
       "      function _(t,e,n,s,r){var c;s();const i=t(131),a=t(13),u=t(34);class o extends i.TickFormatter{constructor(t){super(t)}get names(){return(0,a.keys)(this.args)}get values(){return(0,a.values)(this.args)}_make_func(){const t=(0,u.use_strict)(this.code);return new Function(\"tick\",\"index\",\"ticks\",...this.names,t)}doFormat(t,e){const n=this._make_func().bind({});return t.map(((t,e,s)=>`${n(t,e,s,...this.values)}`))}}n.FuncTickFormatter=o,c=o,o.__name__=\"FuncTickFormatter\",c.define((({Unknown:t,String:e,Dict:n})=>({args:[n(t),{}],code:[e,\"\"]})))},\n",
       "      function _(r,n,t,o,e){o();var a;const u=(0,r(1).__importStar)(r(153)),c=r(131),i=r(20);class s extends c.TickFormatter{constructor(r){super(r)}get _rounding_fn(){switch(this.rounding){case\"round\":case\"nearest\":return Math.round;case\"floor\":case\"rounddown\":return Math.floor;case\"ceil\":case\"roundup\":return Math.ceil}}doFormat(r,n){const{format:t,language:o,_rounding_fn:e}=this;return r.map((r=>u.format(r,t,o,e)))}}t.NumeralTickFormatter=s,a=s,s.__name__=\"NumeralTickFormatter\",a.define((({String:r})=>({format:[r,\"0,0\"],language:[r,\"en\"],rounding:[i.RoundingFunction,\"round\"]})))},\n",
       "      function _(t,r,n,o,a){var e;o();const i=t(131),s=t(152);class c extends i.TickFormatter{constructor(t){super(t)}doFormat(t,r){return t.map((t=>(0,s.sprintf)(this.format,t)))}}n.PrintfTickFormatter=c,e=c,c.__name__=\"PrintfTickFormatter\",e.define((({String:t})=>({format:[t,\"%s\"]})))},\n",
       "      function _(r,o,a,p,e){p(),e(\"CategoricalColorMapper\",r(197).CategoricalColorMapper),e(\"CategoricalMarkerMapper\",r(199).CategoricalMarkerMapper),e(\"CategoricalPatternMapper\",r(200).CategoricalPatternMapper),e(\"ContinuousColorMapper\",r(172).ContinuousColorMapper),e(\"ColorMapper\",r(173).ColorMapper),e(\"LinearColorMapper\",r(201).LinearColorMapper),e(\"LogColorMapper\",r(202).LogColorMapper),e(\"ScanningColorMapper\",r(171).ScanningColorMapper),e(\"EqHistColorMapper\",r(203).EqHistColorMapper)},\n",
       "      function _(t,o,r,a,e){var c;a();const s=t(198),l=t(173),n=t(67);class _ extends l.ColorMapper{constructor(t){super(t)}_v_compute(t,o,r,{nan_color:a}){(0,s.cat_v_compute)(t,this.factors,r,o,this.start,this.end,a)}}r.CategoricalColorMapper=_,c=_,_.__name__=\"CategoricalColorMapper\",c.define((({Number:t,Nullable:o})=>({factors:[n.FactorSeq],start:[t,0],end:[o(t),null]})))},\n",
       "      function _(n,t,e,l,i){l();const c=n(12),u=n(8);function f(n,t){if(n.length!=t.length)return!1;for(let e=0,l=n.length;e<l;e++)if(n[e]!==t[e])return!1;return!0}e._cat_equals=f,e.cat_v_compute=function(n,t,e,l,i,o,r){const _=n.length;for(let g=0;g<_;g++){let _,s,h=n[g];(0,u.isString)(h)?_=(0,c.index_of)(t,h):(null!=i?h=null!=o?h.slice(i,o):h.slice(i):null!=o&&(h=h.slice(0,o)),_=1==h.length?(0,c.index_of)(t,h[0]):(0,c.find_index)(t,(n=>f(n,h)))),s=_<0||_>=e.length?r:e[_],l[g]=s}}},\n",
       "      function _(e,r,a,t,s){var c;t();const l=e(198),n=e(67),u=e(174),o=e(20);class p extends u.Mapper{constructor(e){super(e)}v_compute(e){const r=new Array(e.length);return(0,l.cat_v_compute)(e,this.factors,this.markers,r,this.start,this.end,this.default_value),r}}a.CategoricalMarkerMapper=p,c=p,p.__name__=\"CategoricalMarkerMapper\",c.define((({Number:e,Array:r,Nullable:a})=>({factors:[n.FactorSeq],markers:[r(o.MarkerType)],start:[e,0],end:[a(e),null],default_value:[o.MarkerType,\"circle\"]})))},\n",
       "      function _(t,e,a,r,n){var s;r();const c=t(198),l=t(67),p=t(174),u=t(20);class o extends p.Mapper{constructor(t){super(t)}v_compute(t){const e=new Array(t.length);return(0,c.cat_v_compute)(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e}}a.CategoricalPatternMapper=o,s=o,o.__name__=\"CategoricalPatternMapper\",s.define((({Number:t,Array:e,Nullable:a})=>({factors:[l.FactorSeq],patterns:[e(u.HatchPatternType)],start:[t,0],end:[a(t),null],default_value:[u.HatchPatternType,\" \"]})))},\n",
       "      function _(n,r,o,t,a){t();const e=n(172),i=n(12);class s extends e.ContinuousColorMapper{constructor(n){super(n)}scan(n,r){const o=null!=this.low?this.low:(0,i.min)(n),t=null!=this.high?this.high:(0,i.max)(n);return{max:t,min:o,norm_factor:1/(t-o),normed_interval:1/r}}cmap(n,r,o,t,a){const e=r.length-1;if(n==a.max)return r[e];const i=(n-a.min)*a.norm_factor,s=Math.floor(i/a.normed_interval);return s<0?o:s>e?t:r[s]}}o.LinearColorMapper=s,s.__name__=\"LinearColorMapper\"},\n",
       "      function _(o,t,n,r,l){r();const a=o(172),s=o(12);class e extends a.ContinuousColorMapper{constructor(o){super(o)}scan(o,t){const n=null!=this.low?this.low:(0,s.min)(o),r=null!=this.high?this.high:(0,s.max)(o);return{max:r,min:n,scale:t/(Math.log(r)-Math.log(n))}}cmap(o,t,n,r,l){const a=t.length-1;if(o>l.max)return r;if(o==l.max)return t[a];if(o<l.min)return n;const s=Math.log(o)-Math.log(l.min);let e=Math.floor(s*l.scale);return e>a&&(e=a),t[e]}}n.LogColorMapper=e,e.__name__=\"LogColorMapper\"},\n",
       "      function _(e,n,s,t,l){var i;t();const r=e(171),o=e(12),c=e(9);class a extends r.ScanningColorMapper{constructor(e){super(e)}scan(e,n){let s=null!=this.low?this.low:(0,o.min)(e);const t=null!=this.high?this.high:(0,o.max)(e),l=this.bins,i=(0,c.linspace)(s,t,l+1),r=(0,o.bin_counts)(e,i);let a=0;for(let e=0;e<l;e++)0!=r[e]&&a++;const h=new Array(a+1),_=new Array(a+1);for(let e=0,n=1;e<l;e++)0!=r[e]&&(h[n]=r[e],_[n]=(i[e]+i[e+1])/2,n++);h[0]=0,_[0]=2*_[1]-_[a];const p=(0,c.cumsum)(h),u=p[1],m=p[a]-u;for(let e=1;e<=a;e++)p[e]=(p[e]-u)/m;p[0]=-1;let f=0;if(this.rescale_discrete_levels){const e=-.5/98,n=e*a+(1.5-2*e);n>1&&(f=1-n)}const d=(0,c.linspace)(f,1,n+1),g=(0,o.interpolate)(d,p,_);return this.rescale_discrete_levels?s=g[0]:g[0]=s,g[g.length-1]=t,{min:s,max:t,binning:g}}}s.EqHistColorMapper=a,i=a,a.__name__=\"EqHistColorMapper\",i.define((({Boolean:e,Int:n})=>({bins:[n,65536],rescale_discrete_levels:[e,!1]})))},\n",
       "      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<s;e++)_[e]=n+e*o;const l=(0,c.map)(e,(e=>{if(e<a)return a;if(e>i)return i;const n=(0,c.left_edge_index)(e,r);if(-1==n)return a;if(n>=s-1)return i;const t=r[n],o=(e-t)/(r[n+1]-t),l=_[n];return l+o*(_[n+1]-l)}));return this.linear_scale.v_compute(l)}invert(e){return e}v_invert(e){return new Float64Array(e)}}n.LinearInterpolationScale=_,i=_,_.__name__=\"LinearInterpolationScale\",i.internal((({Arrayable:e,Ref:r})=>({binning:[e],linear_scale:[r(o.LinearScale),e=>new o.LinearScale({source_range:e.source_range,target_range:e.target_range})]})))},\n",
       "      function _(a,n,e,g,R){g(),R(\"DataRange\",a(64).DataRange),R(\"DataRange1d\",a(63).DataRange1d),R(\"FactorRange\",a(67).FactorRange),R(\"Range\",a(57).Range),R(\"Range1d\",a(58).Range1d)},\n",
       "      function _(a,o,i,t,e){t();var n=a(124);e(\"Sizeable\",n.Sizeable),e(\"SizingPolicy\",n.SizingPolicy);var c=a(125);e(\"Layoutable\",c.Layoutable),e(\"LayoutItem\",c.LayoutItem);var r=a(208);e(\"HStack\",r.HStack),e(\"VStack\",r.VStack);var l=a(209);e(\"Grid\",l.Grid),e(\"Row\",l.Row),e(\"Column\",l.Column);var S=a(210);e(\"ContentBox\",S.ContentBox),e(\"VariadicBox\",S.VariadicBox)},\n",
       "      function _(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<n;s++){const e=(()=>{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<l;t++){const i=(()=>{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<s;t++){const i=o[t];c[t]=\"fixed\"==i.policy?i.height:0}const p=new Array(e);for(let t=0;t<e;t++){const i=l[t];p[t]=\"fixed\"==i.policy?i.width:0}const _=new f;i.foreach(((i,s)=>{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;t<i;t++){const i=e[t];\"fit\"==i.policy||\"max\"==i.policy?p+=i.flex:h-=r.row_heights[t]}if(h-=(i-1)*n,0!=p&&h>0)for(let t=0;t<i;t++){const i=e[t];if(\"fit\"==i.policy||\"max\"==i.policy){const s=g(h*(i.flex/p));h-=s,r.row_heights[t]=s,p-=i.flex}}else if(h<0){let t=0;for(let s=0;s<i;s++){\"fixed\"!=e[s].policy&&t++}let s=-h;for(let o=0;o<i;o++){if(\"fixed\"!=e[o].policy){const i=r.row_heights[o],e=g(s/t);r.row_heights[o]=a(i-e,0),s-=e>i?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;t<s;t++){const i=o[t];\"fit\"==i.policy||\"max\"==i.policy?f+=i.flex:c-=r.col_widths[t]}if(c-=(s-1)*l,0!=f&&c>0)for(let t=0;t<s;t++){const i=o[t];if(\"fit\"==i.policy||\"max\"==i.policy){const s=g(c*(i.flex/f));c-=s,r.col_widths[t]=s,f-=i.flex}}else if(c<0){let t=0;for(let i=0;i<s;i++){\"fixed\"!=o[i].policy&&t++}let i=-c;for(let e=0;e<s;e++){if(\"fixed\"!=o[e].policy){const s=r.col_widths[e],o=g(i/t);r.col_widths[e]=a(s-o,0),i-=o>s?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<s;i++){const t=f[i];t.top=e,e+=t.height+o}for(let i=0,s=this.absolute?t.left:0;i<e;i++){const t=_[i];t.left=s,s+=t.width+n}d.foreach((({r0:t,c0:i,r1:s,c1:e},l)=>{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<i;s++){const i=this.x_offset.get(s),l=this.y_offset.get(s),o=this.sx[s]+i,a=this.sy[s]-l,r=this.angle.get(s);t(e,s,this.text.get(s),o,a,r)}}_v_canvas_text(t,e,s,i,l,o){const a=new c.TextBox({text:s});a.angle=o,a.position={sx:i,sy:l},a.visuals=this.visuals.text.values(e);const{background_fill:r,border_line:n}=this.visuals;if(r.doit||n.doit){const{p0:s,p1:i,p2:l,p3:o}=a.rect();t.beginPath(),t.moveTo(s.x,s.y),t.lineTo(i.x,i.y),t.lineTo(l.x,l.y),t.lineTo(o.x,o.y),t.closePath(),this.visuals.background_fill.apply(t,e),this.visuals.border_line.apply(t,e)}this.visuals.text.doit&&a.paint(t)}_v_css_text(t,e,s,i,l,o){(0,u.assert)(null!=this.els);const a=this.els[e];a.textContent=s,this.visuals.text.set_vectorize(t,e),a.style.position=\"absolute\",a.style.left=`${i}px`,a.style.top=`${l}px`,a.style.color=t.fillStyle,a.style.font=t.font,a.style.lineHeight=\"normal\",a.style.whiteSpace=\"pre\";const[r,n]=(()=>{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<e;t++)i.lineTo(r[t],_[t]);i.closePath(),this.visuals.fill.apply(i),this.visuals.hatch.apply(i),this.visuals.line.apply(i)}}e.PolyAnnotationView=_,_.__name__=\"PolyAnnotationView\";class h extends l.Annotation{constructor(t){super(t)}update({xs:t,ys:n}){this.setv({xs:t,ys:n,screen:!0},{check_eq:!1})}}e.PolyAnnotation=h,a=h,h.__name__=\"PolyAnnotation\",a.prototype.default_view=_,a.mixins([c.Line,c.Fill,c.Hatch]),a.define((({Number:t,Array:n})=>({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",
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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<s.length;)n[s[r].identifier]=!0,r++;for(r=0;r<o.length;)n[o[r].identifier]&&a.push(o[r]),12&e&&delete n[o[r].identifier],r++;return a.length?[D(s.concat(a),\"identifier\",!0),a]:void 0}g(ct,q,{handler:function(t){var e=ht[t.type],i=lt.call(this,t,e);i&&this.callback(this.manager,e,{pointers:i[0],changedPointers:i[1],pointerType:N,srcEvent:t})}});function pt(){q.apply(this,arguments);var t=T(this.handler,this);this.touch=new ct(this.manager,t),this.mouse=new J(this.manager,t),this.primaryTouch=null,this.lastTouches=[]}function ft(t,e){1&t?(this.primaryTouch=e.changedPointers[0].identifier,vt.call(this,e)):12&t&&vt.call(this,e)}function vt(t){var e=t.changedPointers[0];if(e.identifier===this.primaryTouch){var i={x:e.clientX,y:e.clientY};this.lastTouches.push(i);var n=this.lastTouches;setTimeout((function(){var t=n.indexOf(i);t>-1&&n.splice(t,1)}),2500)}}function dt(t){for(var e=t.srcEvent.clientX,i=t.srcEvent.clientY,n=0;n<this.lastTouches.length;n++){var r=this.lastTouches[n],s=Math.abs(e-r.x),o=Math.abs(i-r.y);if(s<=25&&o<=25)return!0}return!1}g(pt,q,{handler:function(t,e,i){var n=i.pointerType==N,r=i.pointerType==X;if(!(r&&i.sourceCapabilities&&i.sourceCapabilities.firesTouchEvents)){if(n)ft.call(this,e,i);else if(r&&dt.call(this,i))return;this.callback(t,e,i)}},destroy:function(){this.touch.destroy(),this.mouse.destroy()}});var mt=x(a.style,\"touchAction\"),gt=mt!==r,Tt=\"compute\",yt=\"auto\",Et=\"manipulation\",It=\"none\",At=\"pan-x\",_t=\"pan-y\",Ct=function(){if(!gt)return!1;var e={},i=t.CSS&&t.CSS.supports;return[\"auto\",\"manipulation\",\"pan-y\",\"pan-x\",\"pan-x pan-y\",\"none\"].forEach((function(n){e[n]=!i||t.CSS.supports(\"touch-action\",n)})),e}();function St(t,e){this.manager=t,this.set(e)}St.prototype={set:function(t){t==Tt&&(t=this.compute()),gt&&this.manager.element.style&&Ct[t]&&(this.manager.element.style[mt]=t),this.actions=t.toLowerCase().trim()},update:function(){this.set(this.manager.options.touchAction)},compute:function(){var t=[];return f(this.manager.recognizers,(function(e){y(e.options.enable,[e])&&(t=t.concat(e.getTouchAction()))})),function(t){if(C(t,It))return It;var e=C(t,At),i=C(t,_t);if(e&&i)return It;if(e||i)return e?At:_t;if(C(t,Et))return Et;return yt}(t.join(\" \"))},preventDefaults:function(t){var e=t.srcEvent,i=t.offsetDirection;if(this.manager.session.prevented)e.preventDefault();else{var n=this.actions,r=C(n,It)&&!Ct.none,s=C(n,_t)&&!Ct[\"pan-y\"],o=C(n,At)&&!Ct[\"pan-x\"];if(r){var a=1===t.pointers.length,h=t.distance<2,u=t.deltaTime<250;if(a&&h&&u)return}if(!o||!s)return r||s&&6&i||o&&i&Y?this.preventSrc(e):void 0}},preventSrc:function(t){this.manager.session.prevented=!0,t.preventDefault()}};var bt=32;function Pt(t){this.options=s({},this.defaults,t||{}),this.id=w++,this.manager=null,this.options.enable=E(this.options.enable,!0),this.state=1,this.simultaneous={},this.requireFail=[]}function Dt(t){return 16&t?\"cancel\":8&t?\"end\":4&t?\"move\":2&t?\"start\":\"\"}function xt(t){return 16==t?\"down\":8==t?\"up\":2==t?\"left\":4==t?\"right\":\"\"}function wt(t,e){var i=e.manager;return i?i.get(t):t}function Ot(){Pt.apply(this,arguments)}function Rt(){Ot.apply(this,arguments),this.pX=null,this.pY=null}function Mt(){Ot.apply(this,arguments)}function zt(){Pt.apply(this,arguments),this._timer=null,this._input=null}function Nt(){Ot.apply(this,arguments)}function Xt(){Ot.apply(this,arguments)}function Yt(){Pt.apply(this,arguments),this.pTime=!1,this.pCenter=!1,this._timer=null,this._input=null,this.count=0}function Ft(t,e){return(e=e||{}).recognizers=E(e.recognizers,Ft.defaults.preset),new Wt(t,e)}Pt.prototype={defaults:{},set:function(t){return s(this.options,t),this.manager&&this.manager.touchAction.update(),this},recognizeWith:function(t){if(p(t,\"recognizeWith\",this))return this;var e=this.simultaneous;return e[(t=wt(t,this)).id]||(e[t.id]=t,t.recognizeWith(this)),this},dropRecognizeWith:function(t){return p(t,\"dropRecognizeWith\",this)||(t=wt(t,this),delete this.simultaneous[t.id]),this},requireFailure:function(t){if(p(t,\"requireFailure\",this))return this;var e=this.requireFail;return-1===b(e,t=wt(t,this))&&(e.push(t),t.requireFailure(this)),this},dropRequireFailure:function(t){if(p(t,\"dropRequireFailure\",this))return this;t=wt(t,this);var e=b(this.requireFail,t);return e>-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;t<this.requireFail.length;){if(!(33&this.requireFail[t].state))return!1;t++}return!0},recognize:function(t){var e=s({},t);if(!y(this.options.enable,[this,e]))return this.reset(),void(this.state=bt);56&this.state&&(this.state=1),this.state=this.process(e),30&this.state&&this.tryEmit(e)},process:function(t){},getTouchAction:function(){},reset:function(){}},g(Ot,Pt,{defaults:{pointers:1},attrTest:function(t){var e=this.options.pointers;return 0===e||t.pointers.length===e},process:function(t){var e=this.state,i=t.eventType,n=6&e,r=this.attrTest(t);return n&&(8&i||!r)?16|e:n||r?4&i?8|e:2&e?4|e:2:bt}}),g(Rt,Ot,{defaults:{event:\"pan\",threshold:10,pointers:1,direction:30},getTouchAction:function(){var t=this.options.direction,e=[];return 6&t&&e.push(_t),t&Y&&e.push(At),e},directionTest:function(t){var e=this.options,i=!0,n=t.distance,r=t.direction,s=t.deltaX,o=t.deltaY;return r&e.direction||(6&e.direction?(r=0===s?1:s<0?2:4,i=s!=this.pX,n=Math.abs(t.deltaX)):(r=0===o?1:o<0?8:16,i=o!=this.pY,n=Math.abs(t.deltaY))),t.direction=r,i&&n>e.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.distance<e.threshold,r=t.deltaTime>e.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<e.threshold,r=t.deltaTime<e.time;if(this.reset(),1&t.eventType&&0===this.count)return this.failTimeout();if(n&&r&&i){if(4!=t.eventType)return this.failTimeout();var s=!this.pTime||t.timeStamp-this.pTime<e.interval,o=!this.pCenter||j(this.pCenter,t.center)<e.posThreshold;if(this.pTime=t.timeStamp,this.pCenter=t.center,o&&s?this.count+=1:this.count=1,this._input=t,0===this.count%e.taps)return this.hasRequireFailures()?(this._timer=l((function(){this.state=8,this.tryEmit()}),e.interval,this),2):8}return bt},failTimeout:function(){return this._timer=l((function(){this.state=bt}),this.options.interval,this),bt},reset:function(){clearTimeout(this._timer)},emit:function(){8==this.state&&(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),Ft.VERSION=\"2.0.7\",Ft.defaults={domEvents:!1,touchAction:Tt,enable:!0,inputTarget:null,inputClass:null,preset:[[Nt,{enable:!1}],[Mt,{enable:!1},[\"rotate\"]],[Xt,{direction:6}],[Rt,{direction:6},[\"swipe\"]],[Yt],[Yt,{event:\"doubletap\",taps:2},[\"tap\"]],[zt]],cssProps:{userSelect:\"none\",touchSelect:\"none\",touchCallout:\"none\",contentZooming:\"none\",userDrag:\"none\",tapHighlightColor:\"rgba(0,0,0,0)\"}};function Wt(t,e){var i;this.options=s({},Ft.defaults,e||{}),this.options.inputTarget=this.options.inputTarget||t,this.handlers={},this.session={},this.recognizers=[],this.oldCssProps={},this.element=t,this.input=new((i=this).options.inputClass||(M?it:z?ct:R?pt:J))(i,k),this.touchAction=new St(this,this.options.touchAction),qt(this,!0),f(this.options.recognizers,(function(t){var e=this.add(new t[0](t[1]));t[2]&&e.recognizeWith(t[2]),t[3]&&e.requireFailure(t[3])}),this)}function qt(t,e){var i,n=t.element;n.style&&(f(t.options.cssProps,(function(r,s){i=x(n.style,s),e?(t.oldCssProps[i]=n.style[i],n.style[i]=r):n.style[i]=t.oldCssProps[i]||\"\"})),e||(t.oldCssProps={}))}Wt.prototype={set:function(t){return s(this.options,t),t.touchAction&&this.touchAction.update(),t.inputTarget&&(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?2:1},recognize:function(t){var e=this.session;if(!e.stopped){var i;this.touchAction.preventDefaults(t);var n=this.recognizers,r=e.curRecognizer;(!r||r&&8&r.state)&&(r=e.curRecognizer=null);for(var s=0;s<n.length;)i=n[s],2===e.stopped||r&&i!=r&&!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&&14&i.state&&(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof Pt)return t;for(var e=this.recognizers,i=0;i<e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(p(t,\"add\",this))return this;var e=this.get(t.options.event);return e&&this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(p(t,\"remove\",this))return this;if(t=this.get(t)){var e=this.recognizers,i=b(e,t);-1!==i&&(e.splice(i,1),this.touchAction.update())}return this},on:function(t,e){if(t!==r&&e!==r){var i=this.handlers;return f(S(t),(function(t){i[t]=i[t]||[],i[t].push(e)})),this}},off:function(t,e){if(t!==r){var i=this.handlers;return f(S(t),(function(t){e?i[t]&&i[t].splice(b(i[t],e),1):delete i[t]})),this}},emit:function(t,e){this.options.domEvents&&function(t,e){var n=i.createEvent(\"Event\");n.initEvent(t,!0,!0),n.gesture=e,e.target.dispatchEvent(n)}(t,e);var n=this.handlers[t]&&this.handlers[t].slice();if(n&&n.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var r=0;r<n.length;)n[r](e),r++}},destroy:function(){this.element&&qt(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},s(Ft,{INPUT_START:1,INPUT_MOVE:2,INPUT_END:4,INPUT_CANCEL:8,STATE_POSSIBLE:1,STATE_BEGAN:2,STATE_CHANGED:4,STATE_ENDED:8,STATE_RECOGNIZED:8,STATE_CANCELLED:16,STATE_FAILED:bt,DIRECTION_NONE:1,DIRECTION_LEFT:2,DIRECTION_RIGHT:4,DIRECTION_UP:8,DIRECTION_DOWN:16,DIRECTION_HORIZONTAL:6,DIRECTION_VERTICAL:Y,DIRECTION_ALL:30,Manager:Wt,Input:q,TouchAction:St,TouchInput:ct,MouseInput:J,PointerEventInput:it,TouchMouseInput:pt,SingleTouchInput:ot,Recognizer:Pt,AttrRecognizer:Ot,Tap:Yt,Pan:Rt,Swipe:Xt,Pinch:Mt,Rotate:Nt,Press:zt,on:I,off:A,each:f,merge:m,extend:d,assign:s,inherit:g,bindFn:T,prefixed:x}),(void 0!==t?t:\"undefined\"!=typeof self?self:{}).Hammer=Ft,\"function\"==typeof define&&define.amd?define((function(){return Ft})):void 0!==e&&e.exports?e.exports=Ft:t.Hammer=Ft}(window,document)},\n",
       "      function _(e,s,i,t,n){t();const r=e(42),a=e(43);class _ extends r.View{initialize(){super.initialize(),this.el=this._createElement()}remove(){(0,a.remove)(this.el),super.remove()}css_classes(){return[]}render(){}renderTo(e){e.appendChild(this.el),this.render(),this._has_finished=!0,this.notify_finished()}_createElement(){return(0,a.createElement)(this.constructor.tag_name,{class:this.css_classes()})}}i.DOMView=_,_.__name__=\"DOMView\",_.tag_name=\"div\"},\n",
       "      function _(o,t,b,r,e){r(),b.root=\"bk-root\",b.toolbar_hidden=\"bk-toolbar-hidden\",b.toolbar=\"bk-toolbar\",b.logo=\"bk-logo\",b.above=\"bk-above\",b.below=\"bk-below\",b.left=\"bk-left\",b.right=\"bk-right\",b.toolbar_button=\"bk-toolbar-button\",b.tool_overflow=\"bk-tool-overflow\",b.active=\"bk-active\",b.divider=\"bk-divider\",b.horizontal=\"bk-horizontal\",b.vertical=\"bk-vertical\",b.default='.bk-root .bk-toolbar-hidden{visibility:hidden;opacity:0;transition:visibility 0.3s linear, opacity 0.3s linear;}.bk-root .bk-toolbar{display:flex;flex-wrap:nowrap;align-items:center;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-toolbar .bk-logo{flex-shrink:0;}.bk-root .bk-toolbar.bk-above,.bk-root .bk-toolbar.bk-below{flex-direction:row;justify-content:flex-end;}.bk-root .bk-toolbar.bk-above .bk-logo,.bk-root .bk-toolbar.bk-below .bk-logo{order:1;margin-left:5px;margin-right:0px;}.bk-root .bk-toolbar.bk-left,.bk-root .bk-toolbar.bk-right{flex-direction:column;justify-content:flex-start;}.bk-root .bk-toolbar.bk-left .bk-logo,.bk-root .bk-toolbar.bk-right .bk-logo{order:0;margin-bottom:5px;margin-top:0px;}.bk-root .bk-toolbar-button{width:30px;height:30px;cursor:pointer;background-size:60% 60%;background-origin:border-box;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-toolbar-button:hover,.bk-root .bk-tool-overflow:hover{background-color:rgba(192, 192, 192, 0.15);}.bk-root .bk-toolbar-button:focus,.bk-root .bk-tool-overflow:focus,.bk-root .bk-toolbar-button:focus-visible,.bk-root .bk-tool-overflow:focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-toolbar-button::-moz-focus-inner,.bk-root .bk-tool-overflow::-moz-focus-inner{border:0;}.bk-root .bk-above .bk-toolbar-button{border-bottom:2px solid transparent;}.bk-root .bk-above .bk-toolbar-button.bk-active{border-bottom-color:#26aae1;}.bk-root .bk-below .bk-toolbar-button{border-top:2px solid transparent;}.bk-root .bk-below .bk-toolbar-button.bk-active{border-top-color:#26aae1;}.bk-root .bk-right .bk-toolbar-button{border-left:2px solid transparent;}.bk-root .bk-right .bk-toolbar-button.bk-active{border-left-color:#26aae1;}.bk-root .bk-left .bk-toolbar-button{border-right:2px solid transparent;}.bk-root .bk-left .bk-toolbar-button.bk-active{border-right-color:#26aae1;}.bk-root .bk-divider{content:\" \";display:inline-block;background-color:lightgray;}.bk-root .bk-above .bk-divider,.bk-root .bk-below .bk-divider{height:10px;width:1px;}.bk-root .bk-left .bk-divider,.bk-root .bk-right .bk-divider{height:1px;width:10px;}.bk-root .bk-tool-overflow{color:gray;display:flex;align-items:center;}.bk-root .bk-above .bk-tool-overflow,.bk-root .bk-below .bk-tool-overflow,.bk-root .bk-horizontal .bk-tool-overflow{width:15px;height:30px;flex-direction:row;}.bk-root .bk-left .bk-tool-overflow,.bk-root .bk-right .bk-tool-overflow,.bk-root .bk-vertical .bk-tool-overflow{width:30px;height:15px;flex-direction:column;}'},\n",
       "      function _(A,g,o,C,l){C(),o.root=\"bk-root\",o.tool_icon_copy_to_clipboard=\"bk-tool-icon-copy-to-clipboard\",o.tool_icon_replace_mode=\"bk-tool-icon-replace-mode\",o.tool_icon_append_mode=\"bk-tool-icon-append-mode\",o.tool_icon_intersect_mode=\"bk-tool-icon-intersect-mode\",o.tool_icon_subtract_mode=\"bk-tool-icon-subtract-mode\",o.tool_icon_clear_selection=\"bk-tool-icon-clear-selection\",o.tool_icon_box_select=\"bk-tool-icon-box-select\",o.tool_icon_box_zoom=\"bk-tool-icon-box-zoom\",o.tool_icon_zoom_in=\"bk-tool-icon-zoom-in\",o.tool_icon_zoom_out=\"bk-tool-icon-zoom-out\",o.tool_icon_help=\"bk-tool-icon-help\",o.tool_icon_hover=\"bk-tool-icon-hover\",o.tool_icon_crosshair=\"bk-tool-icon-crosshair\",o.tool_icon_lasso_select=\"bk-tool-icon-lasso-select\",o.tool_icon_pan=\"bk-tool-icon-pan\",o.tool_icon_xpan=\"bk-tool-icon-xpan\",o.tool_icon_ypan=\"bk-tool-icon-ypan\",o.tool_icon_range=\"bk-tool-icon-range\",o.tool_icon_polygon_select=\"bk-tool-icon-polygon-select\",o.tool_icon_redo=\"bk-tool-icon-redo\",o.tool_icon_reset=\"bk-tool-icon-reset\",o.tool_icon_save=\"bk-tool-icon-save\",o.tool_icon_tap_select=\"bk-tool-icon-tap-select\",o.tool_icon_undo=\"bk-tool-icon-undo\",o.tool_icon_wheel_pan=\"bk-tool-icon-wheel-pan\",o.tool_icon_wheel_zoom=\"bk-tool-icon-wheel-zoom\",o.tool_icon_box_edit=\"bk-tool-icon-box-edit\",o.tool_icon_freehand_draw=\"bk-tool-icon-freehand-draw\",o.tool_icon_poly_draw=\"bk-tool-icon-poly-draw\",o.tool_icon_point_draw=\"bk-tool-icon-point-draw\",o.tool_icon_poly_edit=\"bk-tool-icon-poly-edit\",o.tool_icon_line_edit=\"bk-tool-icon-line-edit\",o.default='.bk-root .bk-tool-icon-copy-to-clipboard{background-image:url(\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAABmJLR0QA/wD/AP+gvaeTAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH5AUSDBoBvcHQeQAAAG9JREFUWMNjXLhsJcNAAiaGAQYwB/xHwh/Q+ITEkfHQCwEWND4jmeb8H/JpgBwfI6cNBhLSEkqaGXRpgFRAcZoZsmlg1AGjDhh1wKgDRh0w6gCaVcf/R2wIkNqw+D9s0wADvUNiyIYA47BJAwPuAAAj/Cjd0TCN6wAAAABJRU5ErkJggg==\");}.bk-root .bk-tool-icon-replace-mode{background-image:url(\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAABmJLR0QA/wD/AP+gvaeTAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH5AUFFxokK3gniQAAAHpJREFUWMNjXLhsJcNAAiaGAQajDhhwB7DgEP+PxmeksvjgDwFcLmYkUh2hkBj8IcBIZXsYh1w2/I8v3sgAOM0bLYhGc8GgrwuICgldfQO88pcvXvg/aOuCUQeM5oLRuoCFCJcTbOMh5XOiW0JDNhdQS3y0IBp1ABwAAF8KGrhC1Eg6AAAAAElFTkSuQmCC\");}.bk-root .bk-tool-icon-append-mode{background-image:url(\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAABmJLR0QA/wD/AP+gvaeTAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH5AUFFxkZWD04WwAAAB1pVFh0Q29tbWVudAAAAAAAQ3JlYXRlZCB3aXRoIEdJTVBkLmUHAAAAoUlEQVRYw+1WQQ6AIAwrhO8Y/bIXEz9jIMSDr8ETCUEPQzA4pMeFLKNbu4l5WR0CDOMEALBGIzMuQIBEZQjPgP9JLjwTfBjY9sO9lZsFA9IafZng3BlIyVefgd8XQFZBAWe8jfNxwsDhir6rzoCiPiy1K+J8/FRQemv2XfAdFcQ9znU4Viqg9ta1qYJ+D1BnAIBrkgGVOrXNqUA9rbyZm/AEzFh4jEeY/soAAAAASUVORK5CYII=\");}.bk-root .bk-tool-icon-intersect-mode{background-image:url(\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAABmJLR0QA/wD/AP+gvaeTAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH5AUFFxkrkOpp2wAAAPhJREFUWMPtV1EKwjAMTUavI3oawR/vtn5srJdREfzwMvHHQlcT2mpdMzFfWxiP5r2+JMN+mAiCOB72CABgR1cln4oOGocJnuMTSxWk8jMm7OggYkYXA9gPE3uyd8NXHONJ+eYMdE/NqCJmEZ5ZqlJJ4sUksKN7cYSaPoCZFWR1QI+Xm1fBACU63Cw22x0AAJxudwrffVwvZ+JmQdAHZkw0d4EpAMCw8k87pMdbnwtizQumJYv3nwV6XOA1qbUT/oQLUJgFRbsiNwFVucBIlyR3p0tdMp+XmFjfLKi1LatyAXtCRjPWBdL3Ke3VuACJKFfDr/xFN2fgAR/Go0qaLlmEAAAAAElFTkSuQmCC\");}.bk-root .bk-tool-icon-subtract-mode{background-image:url(\"data:image/png;base64,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\");}.bk-root .bk-tool-icon-clear-selection{background-image:url(\"data:image/png;base64,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\");}.bk-root .bk-tool-icon-box-select{background-image:url(\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAABmJLR0QA/wD/AP+gvaeTAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH4gEMEg0kduFrowAAAIdJREFUWMPtVtEKwCAI9KL//4e9DPZ3+wP3KgOjNZouFYI4C8q7s7DtB1lGIeMoRMRinCLXg/ML3EcFqpjjloOyZxRntxpwQ8HsgHYARKFAtSFrCg3TCdMFCE1BuuALEXJLjC4qENsFVXCESZw38/kWLOkC/K4PcOc/Hj03WkoDT3EaWW9egQul6CUbq90JTwAAAABJRU5ErkJggg==\");}.bk-root .bk-tool-icon-box-zoom{background-image:url(\"data:image/png;base64,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\");}.bk-root 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       "      function _(o,t,e,r,b){r(),e.root=\"bk-root\",e.menu_icon=\"bk-menu-icon\",e.context_menu=\"bk-context-menu\",e.horizontal=\"bk-horizontal\",e.vertical=\"bk-vertical\",e.divider=\"bk-divider\",e.active=\"bk-active\",e.menu=\"bk-menu\",e.above=\"bk-above\",e.below=\"bk-below\",e.caret=\"bk-caret\",e.down=\"bk-down\",e.up=\"bk-up\",e.left=\"bk-left\",e.right=\"bk-right\",e.default=\".bk-root .bk-menu-icon{width:28px;height:28px;background-size:60%;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-context-menu{position:absolute;display:inline-flex;flex-wrap:nowrap;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;width:auto;height:auto;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-context-menu.bk-horizontal{flex-direction:row;}.bk-root .bk-context-menu.bk-vertical{flex-direction:column;}.bk-root .bk-context-menu > .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 this.gestures[o].active=null}}e.ToolbarBase=A,a=A,A.__name__=\"ToolbarBase\",a.prototype.default_view=$,a.define((({Boolean:t,Array:o,Ref:e,Nullable:l})=>({tools:[o(e(w.Tool)),[]],logo:[l(u.Logo),\"normal\"],autohide:[t,!1]}))),a.internal((({Array:t,Struct:o,Ref:e,Nullable:l})=>{const i=o({tools:t(e(y.GestureTool)),active:l(e(w.Tool))});return{gestures:[o({pan:i,scroll:i,pinch:i,tap:i,doubletap:i,press:i,pressup:i,rotate:i,move:i,multi:i}),V],actions:[t(e(T.ActionTool)),[]],inspectors:[t(e(x.InspectTool)),[]],help:[t(e(z.HelpTool)),[]],toolbar_location:[u.Location,\"right\"]}}))},\n",
       "      function _(n,o,e,t,f){t();const r=n(9);function*i(n,o){const e=n.length;if(o>e)return;const t=(0,r.range)(o);for(yield t.map((o=>n[o]));;){let f;for(const n of(0,r.reversed)((0,r.range)(o)))if(t[n]!=n+e-o){f=n;break}if(null==f)return;t[f]+=1;for(const n of(0,r.range)(f+1,o))t[n]=t[n-1]+1;yield t.map((o=>n[o]))}}e.enumerate=function*(n){let o=0;for(const e of n)yield[e,o++]},e.join=function*(n,o){let e=!0;for(const t of n)e?e=!1:null!=o&&(yield o()),yield*t},e.combinations=i,e.subsets=function*(n){for(const o of(0,r.range)(n.length+1))yield*i(n,o)}},\n",
       "      function _(t,e,s,i,n){i();const o=t(236),a=t(65),r=t(43);function h(t){!function(t){void 0===t.lineDash&&Object.defineProperty(t,\"lineDash\",{get:()=>t.getLineDash(),set:e=>t.setLineDash(e)})}(t),function(t){t.setImageSmoothingEnabled=e=>{t.imageSmoothingEnabled=e,t.mozImageSmoothingEnabled=e,t.oImageSmoothingEnabled=e,t.webkitImageSmoothingEnabled=e,t.msImageSmoothingEnabled=e},t.getImageSmoothingEnabled=()=>{const e=t.imageSmoothingEnabled;return null==e||e}}(t),function(t){t.ellipse||(t.ellipse=function(e,s,i,n,o,a,r,h=!1){const l=.551784;t.translate(e,s),t.rotate(o);let c=i,g=n;h&&(c=-i,g=-n),t.moveTo(-c,0),t.bezierCurveTo(-c,g*l,-c*l,g,0,g),t.bezierCurveTo(c*l,g,c,g*l,c,0),t.bezierCurveTo(c,-g*l,c*l,-g,0,-g),t.bezierCurveTo(-c*l,-g,-c,-g*l,-c,0),t.rotate(-o),t.translate(-e,-s)})}(t)}const l={position:\"absolute\",top:\"0\",left:\"0\",width:\"100%\",height:\"100%\"};class c{constructor(t,e){switch(this.backend=t,this.hidpi=e,this.pixel_ratio=1,this.bbox=new a.BBox,t){case\"webgl\":case\"canvas\":{this._el=this._canvas=(0,r.canvas)({style:l});const t=this.canvas.getContext(\"2d\");if(null==t)throw new Error(\"unable to obtain 2D rendering context\");this._ctx=t,e&&(this.pixel_ratio=devicePixelRatio);break}case\"svg\":{const t=new o.SVGRenderingContext2D;this._ctx=t,this._canvas=t.get_svg(),this._el=(0,r.div)({style:l},this._canvas);break}}this._ctx.layer=this,h(this._ctx)}get canvas(){return this._canvas}get ctx(){return this._ctx}get el(){return this._el}resize(t,e){this.bbox=new a.BBox({left:0,top:0,width:t,height:e});const s=this._ctx instanceof o.SVGRenderingContext2D?this._ctx:this.canvas;s.width=t*this.pixel_ratio,s.height=e*this.pixel_ratio}undo_transform(t){const{ctx:e}=this;if(void 0===e.getTransform)t(e);else{const s=e.getTransform();e.setTransform(this._base_transform);try{t(e)}finally{e.setTransform(s)}}}prepare(){const{ctx:t,hidpi:e,pixel_ratio:s}=this;t.save(),e&&(t.scale(s,s),t.translate(.5,.5)),void 0!==t.getTransform&&(this._base_transform=t.getTransform()),this.clear()}clear(){const{x:t,y:e,width:s,height:i}=this.bbox;this.ctx.clearRect(t,e,s,i)}finish(){this.ctx.restore()}to_blob(){const{_canvas:t}=this;if(t instanceof HTMLCanvasElement)return null!=t.msToBlob?Promise.resolve(t.msToBlob()):new Promise(((e,s)=>{t.toBlob((t=>null!=t?e(t):s()),\"image/png\")}));{const t=this._ctx.get_serialized_svg(!0),e=new Blob([t],{type:\"image/svg+xml\"});return Promise.resolve(e)}}}s.CanvasLayer=c,c.__name__=\"CanvasLayer\"},\n",
       "      function _(t,e,i,s,r){s();const n=t(122),a=t(8),o=t(237),l=t(10),h=t(43);function _(t){var e;const i={left:\"start\",right:\"end\",center:\"middle\",start:\"start\",end:\"end\"};return null!==(e=i[t])&&void 0!==e?e:i.start}function c(t){var e;const i={alphabetic:\"alphabetic\",hanging:\"hanging\",top:\"text-before-edge\",bottom:\"text-after-edge\",middle:\"central\"};return null!==(e=i[t])&&void 0!==e?e:i.alphabetic}const p=function(t,e){const i=new Map,s=t.split(\",\");e=null!=e?e:10;for(let t=0;t<s.length;t+=2){const r=`&${s[t+1]};`,n=parseInt(s[t],e);i.set(r,`&#${n};`)}return i.set(\"\\\\xa0\",\"&#160;\"),i}(\"50,nbsp,51,iexcl,52,cent,53,pound,54,curren,55,yen,56,brvbar,57,sect,58,uml,59,copy,5a,ordf,5b,laquo,5c,not,5d,shy,5e,reg,5f,macr,5g,deg,5h,plusmn,5i,sup2,5j,sup3,5k,acute,5l,micro,5m,para,5n,middot,5o,cedil,5p,sup1,5q,ordm,5r,raquo,5s,frac14,5t,frac12,5u,frac34,5v,iquest,60,Agrave,61,Aacute,62,Acirc,63,Atilde,64,Auml,65,Aring,66,AElig,67,Ccedil,68,Egrave,69,Eacute,6a,Ecirc,6b,Euml,6c,Igrave,6d,Iacute,6e,Icirc,6f,Iuml,6g,ETH,6h,Ntilde,6i,Ograve,6j,Oacute,6k,Ocirc,6l,Otilde,6m,Ouml,6n,times,6o,Oslash,6p,Ugrave,6q,Uacute,6r,Ucirc,6s,Uuml,6t,Yacute,6u,THORN,6v,szlig,70,agrave,71,aacute,72,acirc,73,atilde,74,auml,75,aring,76,aelig,77,ccedil,78,egrave,79,eacute,7a,ecirc,7b,euml,7c,igrave,7d,iacute,7e,icirc,7f,iuml,7g,eth,7h,ntilde,7i,ograve,7j,oacute,7k,ocirc,7l,otilde,7m,ouml,7n,divide,7o,oslash,7p,ugrave,7q,uacute,7r,ucirc,7s,uuml,7t,yacute,7u,thorn,7v,yuml,ci,fnof,sh,Alpha,si,Beta,sj,Gamma,sk,Delta,sl,Epsilon,sm,Zeta,sn,Eta,so,Theta,sp,Iota,sq,Kappa,sr,Lambda,ss,Mu,st,Nu,su,Xi,sv,Omicron,t0,Pi,t1,Rho,t3,Sigma,t4,Tau,t5,Upsilon,t6,Phi,t7,Chi,t8,Psi,t9,Omega,th,alpha,ti,beta,tj,gamma,tk,delta,tl,epsilon,tm,zeta,tn,eta,to,theta,tp,iota,tq,kappa,tr,lambda,ts,mu,tt,nu,tu,xi,tv,omicron,u0,pi,u1,rho,u2,sigmaf,u3,sigma,u4,tau,u5,upsilon,u6,phi,u7,chi,u8,psi,u9,omega,uh,thetasym,ui,upsih,um,piv,812,bull,816,hellip,81i,prime,81j,Prime,81u,oline,824,frasl,88o,weierp,88h,image,88s,real,892,trade,89l,alefsym,8cg,larr,8ch,uarr,8ci,rarr,8cj,darr,8ck,harr,8dl,crarr,8eg,lArr,8eh,uArr,8ei,rArr,8ej,dArr,8ek,hArr,8g0,forall,8g2,part,8g3,exist,8g5,empty,8g7,nabla,8g8,isin,8g9,notin,8gb,ni,8gf,prod,8gh,sum,8gi,minus,8gn,lowast,8gq,radic,8gt,prop,8gu,infin,8h0,ang,8h7,and,8h8,or,8h9,cap,8ha,cup,8hb,int,8hk,there4,8hs,sim,8i5,cong,8i8,asymp,8j0,ne,8j1,equiv,8j4,le,8j5,ge,8k2,sub,8k3,sup,8k4,nsub,8k6,sube,8k7,supe,8kl,oplus,8kn,otimes,8l5,perp,8m5,sdot,8o8,lceil,8o9,rceil,8oa,lfloor,8ob,rfloor,8p9,lang,8pa,rang,9ea,loz,9j0,spades,9j3,clubs,9j5,hearts,9j6,diams,ai,OElig,aj,oelig,b0,Scaron,b1,scaron,bo,Yuml,m6,circ,ms,tilde,802,ensp,803,emsp,809,thinsp,80c,zwnj,80d,zwj,80e,lrm,80f,rlm,80j,ndash,80k,mdash,80o,lsquo,80p,rsquo,80q,sbquo,80s,ldquo,80t,rdquo,80u,bdquo,810,dagger,811,Dagger,81g,permil,81p,lsaquo,81q,rsaquo,85c,euro\",32),u={strokeStyle:{svgAttr:\"stroke\",canvas:\"#000000\",svg:\"none\",apply:\"stroke\"},fillStyle:{svgAttr:\"fill\",canvas:\"#000000\",svg:null,apply:\"fill\"},lineCap:{svgAttr:\"stroke-linecap\",canvas:\"butt\",svg:\"butt\",apply:\"stroke\"},lineJoin:{svgAttr:\"stroke-linejoin\",canvas:\"miter\",svg:\"miter\",apply:\"stroke\"},miterLimit:{svgAttr:\"stroke-miterlimit\",canvas:10,svg:4,apply:\"stroke\"},lineWidth:{svgAttr:\"stroke-width\",canvas:1,svg:1,apply:\"stroke\"},globalAlpha:{svgAttr:\"opacity\",canvas:1,svg:1,apply:\"fill stroke\"},font:{canvas:\"10px sans-serif\"},shadowColor:{canvas:\"#000000\"},shadowOffsetX:{canvas:0},shadowOffsetY:{canvas:0},shadowBlur:{canvas:0},textAlign:{canvas:\"start\"},textBaseline:{canvas:\"alphabetic\"},lineDash:{svgAttr:\"stroke-dasharray\",canvas:[],svg:null,apply:\"stroke\"},lineDashOffset:{svgAttr:\"stroke-dashoffset\",canvas:0,svg:0,apply:\"stroke\"}};class d{constructor(t,e){this.__root=t,this.__ctx=e}addColorStop(t,e){if(\"linearGradient\"===this.__root.nodeName&&this.__root.getAttribute(\"x1\")===this.__root.getAttribute(\"x2\")&&this.__root.getAttribute(\"y1\")===this.__root.getAttribute(\"y2\"))return;if(\"radialGradient\"===this.__root.nodeName&&this.__root.getAttribute(\"cx\")===this.__root.getAttribute(\"fx\")&&this.__root.getAttribute(\"cy\")===this.__root.getAttribute(\"fy\")&&this.__root.getAttribute(\"r\")===this.__root.getAttribute(\"r0\"))return;const i=this.__ctx.__createElement(\"stop\");if(i.setAttribute(\"offset\",`${t}`),-1!==e.indexOf(\"rgba\")){const t=/rgba\\(\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d?\\.?\\d*)\\s*\\)/gi.exec(e),[,s,r,n,a]=t;i.setAttribute(\"stop-color\",`rgb(${s},${r},${n})`),i.setAttribute(\"stop-opacity\",a)}else i.setAttribute(\"stop-color\",e);this.__root.appendChild(i)}}d.__name__=\"CanvasGradient\";class m{constructor(t,e){this.__root=t,this.__ctx=e}setTransform(t){throw new Error(\"not implemented\")}}m.__name__=\"CanvasPattern\";class f{constructor(t){var e,i,s;this.__currentPosition=null,this._transform=new n.AffineTransform,this._clip_path=null,this.__document=null!==(e=null==t?void 0:t.document)&&void 0!==e?e:document,(null==t?void 0:t.ctx)?this.__ctx=t.ctx:(this.__canvas=this.__document.createElement(\"canvas\"),this.__ctx=this.__canvas.getContext(\"2d\")),this.__setDefaultStyles(),this.__stack=[],this.__root=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\"),this.__root.setAttribute(\"version\",\"1.1\"),this.__root.setAttribute(\"xmlns\",\"http://www.w3.org/2000/svg\"),this.width=null!==(i=null==t?void 0:t.width)&&void 0!==i?i:500,this.height=null!==(s=null==t?void 0:t.height)&&void 0!==s?s:500,this.__ids=new Set,this.__defs=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"defs\"),this.__root.appendChild(this.__defs)}get canvas(){return this}get width(){return this._width}set width(t){this._width=t,this.__root.setAttribute(\"width\",`${t}`)}get height(){return this._height}set height(t){this._height=t,this.__root.setAttribute(\"height\",`${t}`)}_random_string(){let 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       "      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;r<e;r++)n[r]=t+this.float()*(s-t);return n}choices(e,t){const s=t.length,n=new Array(e);for(let r=0;r<e;r++)n[r]=t[this.integer()%s];return n}}s.Random=i,i.__name__=\"Random\",s.random=new i(Date.now())},\n",
       "      function _(o,t,n,i,e){i();const s=o(224),c=o(15);class l extends s.ButtonToolButtonView{_clicked(){this.model.do.emit(void 0)}}n.ActionToolButtonView=l,l.__name__=\"ActionToolButtonView\";class _ extends s.ButtonToolView{connect_signals(){super.connect_signals(),this.connect(this.model.do,(o=>this.doit(o)))}}n.ActionToolView=_,_.__name__=\"ActionToolView\";class d extends s.ButtonTool{constructor(o){super(o),this.button_view=l,this.do=new c.Signal(this,\"do\")}}n.ActionTool=d,d.__name__=\"ActionTool\"},\n",
       "      function _(o,e,t,l,i){var s;l();const n=o(238),r=o(228);class c extends n.ActionToolView{doit(){window.open(this.model.redirect)}}t.HelpToolView=c,c.__name__=\"HelpToolView\";class _ extends n.ActionTool{constructor(o){super(o),this.tool_name=\"Help\",this.icon=r.tool_icon_help}}t.HelpTool=_,s=_,_.__name__=\"HelpTool\",s.prototype.default_view=c,s.define((({String:o})=>({redirect:[o,\"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html\"]}))),s.override({description:\"Click the question mark to learn more about Bokeh plot tools.\"}),s.register_alias(\"help\",(()=>new _))},\n",
       "      function _(o,l,g,A,r){A(),g.root=\"bk-root\",g.logo=\"bk-logo\",g.grey=\"bk-grey\",g.logo_small=\"bk-logo-small\",g.logo_notebook=\"bk-logo-notebook\",g.default=\".bk-root .bk-logo{margin:5px;position:relative;display:block;background-repeat:no-repeat;}.bk-root .bk-logo.bk-grey{filter:url(\\\"data:image/svg+xml;utf8,<svg xmlns='http://www.w3.org/2000/svg'><filter id='grayscale'><feColorMatrix type='matrix' values='0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0 0 0 1 0'/></filter></svg>#grayscale\\\");filter:gray;-webkit-filter:grayscale(100%);}.bk-root .bk-logo-small{width:20px;height:20px;background-image:url(data:image/png;base64,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);}.bk-root .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<e.hcenter?\"right\":\"left\";case\"vertical\":return s<e.vcenter?\"below\":\"above\";default:return i}})();let l;this.el.classList.remove(d.right),this.el.classList.remove(d.left),this.el.classList.remove(d.above),this.el.classList.remove(d.below),(0,r.display)(this.el);let o=null,n=null;switch(i){case\"right\":this.el.classList.add(d.left),o=t+(this.el.offsetWidth-this.el.clientWidth)+10,l=s-this.el.offsetHeight/2;break;case\"left\":this.el.classList.add(d.right),n=this.plot_view.layout.bbox.width-t+10,l=s-this.el.offsetHeight/2;break;case\"below\":this.el.classList.add(d.above),l=s+(this.el.offsetHeight-this.el.clientHeight)+10,o=Math.round(t-this.el.offsetWidth/2);break;case\"above\":this.el.classList.add(d.below),l=s-this.el.offsetHeight-10,o=Math.round(t-this.el.offsetWidth/2)}this.el.style.top=`${l}px`,this.el.style.left=null!=o?`${o}px`:\"auto\",this.el.style.right=null!=n?`${n}px`:\"auto\"}}s.TooltipView=p,p.__name__=\"TooltipView\";class u extends a.Annotation{constructor(e){super(e)}clear(){this.position=null}}s.Tooltip=u,n=u,u.__name__=\"Tooltip\",n.prototype.default_view=p,n.define((({Boolean:e})=>({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 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:\" \";display:block;bottom:-10px;border-top-width:10px;border-top-color:#909599;}.bk-root .bk-tooltip-row-label{text-align:right;color:#26aae1;}.bk-root .bk-tooltip-row-value{color:default;}.bk-root .bk-tooltip-color-block{width:12px;height:12px;margin-left:5px;margin-right:5px;outline:#dddddd solid 1px;display:inline-block;}'},\n",
       "      function _(e,t,s,i,r){var a;i();const l=e(115),_=e(112),h=e(113),o=e(48);class n extends l.UpperLowerView{async lazy_initialize(){await super.lazy_initialize();const{lower_head:e,upper_head:t}=this.model;null!=e&&(this.lower_head=await(0,h.build_view)(e,{parent:this})),null!=t&&(this.upper_head=await(0,h.build_view)(t,{parent:this}))}set_data(e){var t,s;super.set_data(e),null===(t=this.lower_head)||void 0===t||t.set_data(e),null===(s=this.upper_head)||void 0===s||s.set_data(e)}paint(e){if(this.visuals.line.doit)for(let t=0,s=this._lower_sx.length;t<s;t++)this.visuals.line.set_vectorize(e,t),e.beginPath(),e.moveTo(this._lower_sx[t],this._lower_sy[t]),e.lineTo(this._upper_sx[t],this._upper_sy[t]),e.stroke();const t=\"height\"==this.model.dimension?0:Math.PI/2;if(null!=this.lower_head)for(let s=0,i=this._lower_sx.length;s<i;s++)e.save(),e.translate(this._lower_sx[s],this._lower_sy[s]),e.rotate(t+Math.PI),this.lower_head.render(e,s),e.restore();if(null!=this.upper_head)for(let s=0,i=this._upper_sx.length;s<i;s++)e.save(),e.translate(this._upper_sx[s],this._upper_sy[s]),e.rotate(t),this.upper_head.render(e,s),e.restore()}}s.WhiskerView=n,n.__name__=\"WhiskerView\";class d extends l.UpperLower{constructor(e){super(e)}}s.Whisker=d,a=d,d.__name__=\"Whisker\",a.prototype.default_view=n,a.mixins(o.LineVector),a.define((({Ref:e,Nullable: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 c{constructor(e){super(),this.item=e}_to_json(){const{item:e}=this;return Object.assign(Object.assign({},super._to_json()),{item:e})}};s.MenuItemClick=u,u.__name__=\"MenuItemClick\",s.MenuItemClick=u=a([o(\"menu_item_click\")],u);class d extends c{}s.UIEvent=d,d.__name__=\"UIEvent\";let m=class extends d{};s.LODStart=m,m.__name__=\"LODStart\",s.LODStart=m=a([o(\"lodstart\")],m);let h=class extends d{};s.LODEnd=h,h.__name__=\"LODEnd\",s.LODEnd=h=a([o(\"lodend\")],h);let p=class extends d{constructor(e,t,s,n){super(),this.x0=e,this.x1=t,this.y0=s,this.y1=n}_to_json(){const{x0:e,x1:t,y0:s,y1:n}=this;return Object.assign(Object.assign({},super._to_json()),{x0:e,x1:t,y0:s,y1:n})}};s.RangesUpdate=p,p.__name__=\"RangesUpdate\",s.RangesUpdate=p=a([o(\"rangesupdate\")],p);let x=class extends d{constructor(e,t){super(),this.geometry=e,this.final=t}_to_json(){const{geometry:e,final:t}=this;return Object.assign(Object.assign({},super._to_json()),{geometry:e,final:t})}};s.SelectionGeometry=x,x.__name__=\"SelectionGeometry\",s.SelectionGeometry=x=a([o(\"selectiongeometry\")],x);let 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 e=(0,h.use_strict)(this.code);return new i.GeneratorFunction(...this.names,e)}_v_compute(e){const s=this.func.apply(e,this.values);let t=s.next();if(t.done&&void 0!==t.value){const{value:s}=t;return(0,g.isArray)(s)||(0,g.isTypedArray)(s)?s:(0,g.isIterable)(s)?[...s]:(0,u.repeat)(s,e.length)}{const e=[];do{e.push(t.value),t=s.next()}while(!t.done);return e}}}t.CustomJSExpr=p,a=p,p.__name__=\"CustomJSExpr\",a.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,\"\"]})))},\n",
       "      function _(t,n,e,o,r){var s;o();const a=t(254);class c extends a.Expression{constructor(t){super(t)}_v_compute(t){var n;const e=null!==(n=t.get_length())&&void 0!==n?n:0,o=new Float64Array(e);for(const n of this.fields){const r=t.data[n];if(null!=r){const t=Math.min(e,r.length);for(let n=0;n<t;n++)o[n]+=r[n]}}return o}}e.Stack=c,s=c,c.__name__=\"Stack\",s.define((({String:t,Array:n})=>({fields:[n(t),[]]})))},\n",
       "      function _(e,n,t,o,r){var i;o();const l=e(254);class u extends l.Expression{constructor(e){super(e)}_v_compute(e){var n;const t=new Float64Array(null!==(n=e.get_length())&&void 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<t.length;e++)t[e]=t[e-1]+o[e-r];return t}}t.CumSum=u,i=u,u.__name__=\"CumSum\",i.define((({Boolean:e,String:n})=>({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<o;r++){const o=t.get(r),s=n.get(r)*e;i[r]=o*Math.cos(s),a[r]=o*Math.sin(s)}return{x:i,y:a}}}n.PolarTransform=d,a=d,d.__name__=\"PolarTransform\",a.define((({})=>({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<t.size;n++)e[n]===this.group&&t.set(n);return t}}}t.GroupFilter=l,u=l,l.__name__=\"GroupFilter\",u.define((({String: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<e&&e<1&&a.push(e);continue}const y=l*l-4*x*d,h=Math.sqrt(y);if(y<0)continue;const p=(-l+h)/(2*d);0<p&&p<1&&a.push(p);const f=(-l-h)/(2*d);0<f&&f<1&&a.push(f)}let d=a.length;const l=d;for(;d--;){const l=a[d],x=1-l,y=x*x*x*e+3*x*x*l*i+3*x*l*l*s+l*l*l*c;_[0][d]=y;const h=x*x*x*t+3*x*x*l*n+3*x*l*l*o+l*l*l*r;_[1][d]=h}return _[0][l]=e,_[1][l]=t,_[0][l+1]=c,_[1][l+1]=r,[Math.min(..._[0]),Math.max(..._[1]),Math.max(..._[0]),Math.min(..._[1])]}class y extends a.GlyphView{_project_data(){d.inplace.project_xy(this._x0,this._y0),d.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{data_size:t,_x0:i,_y0:n,_x1:s,_y1:o,_cx0:c,_cy0:r,_cx1:a,_cy1:_}=this;for(let d=0;d<t;d++){const t=i[d],l=n[d],y=s[d],h=o[d],p=c[d],f=r[d],u=a[d],m=_[d];if(isFinite(t+y+l+h+p+f+u+m)){const[i,n,s,o]=x(t,l,y,h,p,f,u,m);e.add_rect(i,n,s,o)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:o,sy1:c,scx0:r,scy0:a,scx1:_,scy1:d}=null!=i?i:this;for(const i of t){const t=n[i],l=s[i],x=o[i],y=c[i],h=r[i],p=a[i],f=_[i],u=d[i];isFinite(t+l+x+y+h+p+f+u)&&(e.beginPath(),e.moveTo(t,l),e.bezierCurveTo(h,p,f,u,x,y),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,_.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.BezierView=y,y.__name__=\"BezierView\";class h extends a.Glyph{constructor(e){super(e)}}i.Bezier=h,c=h,h.__name__=\"Bezier\",c.prototype.default_view=y,c.define((({})=>({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<a;s++){const a=t[s];c.point_in_poly(this.sx[s],this.sy[s],i,e)&&r.push(a)}return new m.Selection({indices:r})}draw_legend_for_index(s,{x0:i,y0:e,x1:t,y1:r},a){const n=a+1,h=new Array(n);h[a]=(i+t)/2;const d=new Array(n);d[a]=(e+r)/2;const l=new Array(n);l[a]=.2*Math.min(Math.abs(t-i),Math.abs(r-e)),this._render(s,[a],{sx:h,sy:d,sradius:l})}}e.CircleView=p,p.__name__=\"CircleView\";class y extends h.XYGlyph{constructor(s){super(s)}}e.Circle=y,n=y,y.__name__=\"Circle\",n.prototype.default_view=p,n.mixins([d.LineVector,d.FillVector,d.HatchVector]),n.define((({Number: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<t;e++)this.stop[e]=this.sy[e]-this.sh[e]/2,this.sbottom[e]=this.sy[e]+this.sh[e]/2;this._clamp_viewport()}}s.HBarView=l,l.__name__=\"HBarView\";class c extends n.Box{constructor(t){super(t)}}s.HBar=c,a=c,c.__name__=\"HBar\",a.prototype.default_view=l,a.define((({})=>({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<r;i++){const[r,n,a,h]=this._lrtb(i);t.add_rect(e(r,n),e(a,h),s(n,r),s(a,h))}}_render(t,e,s){const{sleft:r,sright:i,stop:n,sbottom:a}=null!=s?s:this;for(const s of e){const e=r[s],h=n[s],o=i[s],c=a[s];isFinite(e+h+o+c)&&(t.beginPath(),t.rect(e,h,o-e,c-h),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s))}}_clamp_viewport(){const t=this.renderer.plot_view.frame.bbox.h_range,e=this.renderer.plot_view.frame.bbox.v_range,s=this.stop.length;for(let r=0;r<s;r++)this.stop[r]=Math.max(this.stop[r],e.start),this.sbottom[r]=Math.min(this.sbottom[r],e.end),this.sleft[r]=Math.max(this.sleft[r],t.start),this.sright[r]=Math.min(this.sright[r],t.end)}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){const{sx:e,sy:s}=t,r=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),n=[...this.index.indices({x0:r,y0:i,x1:r,y1:i})];return new c.Selection({indices:n})}_hit_span(t){const{sx:e,sy:s}=t;let r;if(\"v\"==t.direction){const t=this.renderer.yscale.invert(s),e=this.renderer.plot_view.frame.bbox.h_range,[i,n]=this.renderer.xscale.r_invert(e.start,e.end);r=[...this.index.indices({x0:i,y0:t,x1:n,y1:t})]}else{const t=this.renderer.xscale.invert(e),s=this.renderer.plot_view.frame.bbox.v_range,[i,n]=this.renderer.yscale.r_invert(s.start,s.end);r=[...this.index.indices({x0:t,y0:i,x1:t,y1:n})]}return new c.Selection({indices:r})}draw_legend_for_index(t,e,s){(0,o.generic_area_vector_legend)(this.visuals,t,e,s)}}s.BoxView=_,_.__name__=\"BoxView\";class l extends h.Glyph{constructor(t){super(t)}}s.Box=l,n=l,l.__name__=\"Box\",n.mixins([a.LineVector,a.FillVector,a.HatchVector])},\n",
       "      function _(e,t,s,i,r){i();const n=e(1);var a;const l=e(179),o=(0,n.__importStar)(e(185)),c=(0,n.__importStar)(e(18)),h=e(48),_=e(20),d=e(78),p=e(184),x=e(72);class y extends l.GlyphView{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{HexTileGL:s}=await Promise.resolve().then((()=>(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<n;e++){const n=i.get(e),c=r.get(e)/2;a[e]=t*o*(n+c)/s,l[e]=-3*t*c}else for(let e=0;e<n;e++){const n=i.get(e)/2,c=r.get(e);a[e]=3*t*n,l[e]=-t*o*(c+n)*s}}_project_data(){d.inplace.project_xy(this._x,this._y)}_index_data(e){let t=this.model.size,s=Math.sqrt(3)*t/2;\"flattop\"==this.model.orientation?([s,t]=[t,s],t*=this.model.aspect_scale):s/=this.model.aspect_scale;const{data_size:i}=this;for(let r=0;r<i;r++){const i=this._x[r],n=this._y[r];e.add_rect(i-s,n-t,i+s,n+t)}}map_data(){var e;[this.sx,this.sy]=this.renderer.coordinates.map_to_screen(this._x,this._y),[this.svx,this.svy]=this._get_unscaled_vertices(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_get_unscaled_vertices(){const e=this.model.size,t=this.model.aspect_scale;if(\"pointytop\"==this.model.orientation){const s=this.renderer.yscale,i=this.renderer.xscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))/t,a=r/2;return[[0,-n,-n,0,n,n],[r,a,-a,-r,-a,a]]}{const s=this.renderer.xscale,i=this.renderer.yscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))*t,a=r/2;return[[r,a,-a,-r,-a,a],[0,-n,-n,0,n,n]]}}_render(e,t,s){const{sx:i,sy:r,svx:n,svy:a,scale:l}=null!=s?s:this;for(const s of t){const t=i[s],o=r[s],c=l.get(s);if(isFinite(t+o+c)){e.translate(t,o),e.beginPath();for(let t=0;t<6;t++)e.lineTo(n[t]*c,a[t]*c);e.closePath(),e.translate(-t,-o),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),r=this.renderer.yscale.invert(s),n=this.index.indices({x0:i,y0:r,x1:i,y1:r}),a=[];for(const e of n)o.point_in_poly(t-this.sx[e],s-this.sy[e],this.svx,this.svy)&&a.push(e);return new x.Selection({indices:a})}_hit_span(e){const{sx:t,sy:s}=e;let i;if(\"v\"==e.direction){const e=this.renderer.yscale.invert(s),t=this.renderer.plot_view.frame.bbox.h_range,[r,n]=this.renderer.xscale.r_invert(t.start,t.end);i=[...this.index.indices({x0:r,y0:e,x1:n,y1:e})]}else{const e=this.renderer.xscale.invert(t),s=this.renderer.plot_view.frame.bbox.v_range,[r,n]=this.renderer.yscale.r_invert(s.start,s.end);i=[...this.index.indices({x0:e,y0:r,x1:e,y1:n})]}return new x.Selection({indices:i})}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:r}=e,[n,a]=this.renderer.xscale.r_invert(t,s),[l,o]=this.renderer.yscale.r_invert(i,r),c=[...this.index.indices({x0:n,x1:a,y0:l,y1:o})];return new x.Selection({indices:c})}draw_legend_for_index(e,t,s){(0,p.generic_area_vector_legend)(this.visuals,e,t,s)}}s.HexTileView=y,y.__name__=\"HexTileView\";class u extends l.Glyph{constructor(e){super(e)}}s.HexTile=u,a=u,u.__name__=\"HexTile\",a.prototype.default_view=y,a.mixins([h.LineVector,h.FillVector,h.HatchVector]),a.define((({Number: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<i;t++){if(null!=e&&e.indexOf(t)<0)continue;const i=this.image.get(t);let s;(0,o.is_NDArray)(i)?((0,c.assert)(2==i.dimension,\"expected a 2D array\"),s=i,this._height[t]=i.shape[0],this._width[t]=i.shape[1]):(s=(0,g.concat)(i),this._height[t]=i.length,this._width[t]=i[0].length);const a=this._flat_img_to_buf8(s);this._set_image_data_from_buffer(t,a)}}_index_data(e){const{data_size:t}=this;for(let i=0;i<t;i++){const[t,s,a,h]=this._lrtb(i);e.add_rect(t,h,s,a)}}_lrtb(e){const t=this.dw.get(e),i=this.dh.get(e),s=this.renderer.xscale.source_range,a=this._x[e],h=s.is_reversed?a-t:a+t,n=this.renderer.yscale.source_range,r=this._y[e],_=n.is_reversed?r-i:r+i,[d,l]=a<h?[a,h]:[h,a],[g,o]=r<_?[r,_]:[_,r];return[d,l,o,g]}_set_width_heigh_data(){null!=this.image_data&&this.image_data.length==this.image.length||(this.image_data=new Array(this.image.length)),null!=this._width&&this._width.length==this.image.length||(this._width=new Uint32Array(this.image.length)),null!=this._height&&this._height.length==this.image.length||(this._height=new Uint32Array(this.image.length))}_get_or_create_canvas(e){const t=this.image_data[e];if(null!=t&&t.width==this._width[e]&&t.height==this._height[e])return t;{const t=document.createElement(\"canvas\");return t.width=this._width[e],t.height=this._height[e],t}}_set_image_data_from_buffer(e,t){const i=this._get_or_create_canvas(e),s=i.getContext(\"2d\"),a=s.getImageData(0,0,this._width[e],this._height[e]);a.data.set(t),s.putImageData(a,0,0),this.image_data[e]=i}_map_data(){\"data\"==this.model.properties.dw.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.dw,\"edge\",this.model.dilate):this.sw=(0,_.to_screen)(this.dw),\"data\"==this.model.properties.dh.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.dh,\"edge\",this.model.dilate):this.sh=(0,_.to_screen)(this.dh)}_image_index(e,t,i){const[s,a,h,n]=this._lrtb(e),r=this._width[e],_=this._height[e],d=(a-s)/r,l=(h-n)/_;let g=Math.floor((t-s)/d),o=Math.floor((i-n)/l);return this.renderer.xscale.source_range.is_reversed&&(g=r-g-1),this.renderer.yscale.source_range.is_reversed&&(o=_-o-1),{index:e,dim1:g,dim2:o,flat_index:o*r+g}}_hit_point(e){const{sx:t,sy:i}=e,s=this.renderer.xscale.invert(t),a=this.renderer.yscale.invert(i),h=this.index.indices({x0:s,x1:s,y0:a,y1:a}),n=new l.Selection;for(const e of h)t!=1/0&&i!=1/0&&n.image_indices.push(this._image_index(e,s,a));return n}}i.ImageBaseView=m,m.__name__=\"ImageBaseView\";class u extends r.XYGlyph{constructor(e){super(e)}}i.ImageBase=u,n=u,u.__name__=\"ImageBase\",n.define((({Boolean:e})=>({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<t;s++)e.add_empty()}_set_data(){this._set_data_iteration++;const e=this.url.length;this.image=new Array(e);const{retry_attempts:t,retry_timeout:s}=this.model,{_set_data_iteration:r}=this;for(let a=0;a<e;a++){const e=this.url.get(a);e&&new d.ImageLoader(e,{loaded:e=>{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<n;e++)[o[e],o[n+e]]=m(this._x[e],this.w.get(e));else o.set(this._x,0);if(i)for(let e=0;e<n;e++)[_[e],_[n+e]]=g(this._y[e],this.h.get(e));else _.set(this._y,0);const[u,p]=(0,l.minmax)(o),[f,b]=(0,l.minmax)(_);this._bounds_rect={x0:u,x1:p,y0:f,y1:b}}has_finished(){return super.has_finished()&&1==this._images_rendered}_map_data(){\"data\"==this.model.properties.w.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.w,\"edge\",this.model.dilate):this.sw=(0,c.to_screen)(this.w),\"data\"==this.model.properties.h.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.h,\"edge\",this.model.dilate):this.sh=(0,c.to_screen)(this.h)}_render(e,t,s){const{image:r,sx:a,sy:i,sw:n,sh:o,angle:c,global_alpha:_}=null!=s?s:this,{frame:h}=this.renderer.plot_view;e.beginPath(),e.rect(h.bbox.left+1,h.bbox.top+1,h.bbox.width-2,h.bbox.height-2),e.clip();let l=!0;for(const s of t){if(!isFinite(a[s]+i[s]+c.get(s)+_.get(s)))continue;const t=r[s];null!=t?this._render_image(e,s,t,a,i,n,o,c,_):l=!1}l&&!this._images_rendered&&(this._images_rendered=!0,this.notify_finished())}_final_sx_sy(e,t,s,r,a){switch(e){case\"top_left\":return[t,s];case\"top\":case\"top_center\":return[t-r/2,s];case\"top_right\":return[t-r,s];case\"right\":case\"center_right\":return[t-r,s-a/2];case\"bottom_right\":return[t-r,s-a];case\"bottom\":case\"bottom_center\":return[t-r/2,s-a];case\"bottom_left\":return[t,s-a];case\"left\":case\"center_left\":return[t,s-a/2];case\"center\":case\"center_center\":return[t-r/2,s-a/2]}}_render_image(e,t,s,r,a,i,n,o,c){isFinite(i[t])||(i[t]=s.width),isFinite(n[t])||(n[t]=s.height);const _=i[t],h=n[t],{anchor:l}=this.model,[d,m]=this._final_sx_sy(l,r[t],a[t],_,h),g=o.get(t),u=c.get(t);e.save(),e.globalAlpha=u;const p=_/2,f=h/2;g?(e.translate(d,m),e.translate(p,f),e.rotate(g),e.translate(-p,-f),e.drawImage(s,0,0,_,h),e.translate(p,f),e.rotate(-g),e.translate(-p,-f),e.translate(-d,-m)):e.drawImage(s,d,m,_,h),e.restore()}bounds(){return this._bounds_rect}}s.ImageURLView=m,m.__name__=\"ImageURLView\";class g extends o.XYGlyph{constructor(e){super(e)}}s.ImageURL=g,n=g,g.__name__=\"ImageURL\",n.prototype.default_view=m,n.define((({Boolean:e,Int:t})=>({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;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,o,r,l]=(0,a.minmax2)(t,i);e.add_rect(n,r,o,l)}}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),o=n.get(s),r=Math.min(t.length,o.length);let l=!0;e.beginPath();for(let s=0;s<r;s++){const i=t[s],n=o[s];isFinite(i+n)?l?(e.moveTo(i,n),l=!1):e.lineTo(i,n):l=!0}this.visuals.line.set_vectorize(e,s),e.stroke()}}_hit_point(e){const t={x:e.sx,y:e.sy};let s=9999;const i=new Map;for(let e=0,n=this.sxs.length;e<n;e++){const n=Math.max(2,this.line_width.get(e)/2),o=this.sxs.get(e),r=this.sys.get(e);let l=null;for(let e=0,i=o.length-1;e<i;e++){const i={x:o[e],y:r[e]},_={x:o[e+1],y:r[e+1]},h=c.dist_to_segment(t,i,_);h<n&&h<s&&(s=h,l=[e])}null!=l&&i.set(e,l)}return new g.Selection({indices:[...i.keys()],multiline_indices:(0,d.to_object)(i)})}_hit_span(e){const{sx:t,sy:s}=e;let i,n;\"v\"==e.direction?(i=this.renderer.yscale.invert(s),n=this._ys):(i=this.renderer.xscale.invert(t),n=this._xs);const o=new Map;for(let e=0,t=n.length;e<t;e++){const t=n.get(e),s=[];for(let e=0,n=t.length-1;e<n;e++)t[e]<=i&&i<=t[e+1]&&s.push(e);s.length>0&&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;i<n;i++){const n=this._xs[i],o=this._ys[i];if(0==n.length||0==o.length){t.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let t=0,i=n.length;t<i;t++){const i=n[t][0],c=o[t][0];if(0!=i.length&&0!=c.length){const[t,n]=(0,_.minmax)(i),[o,d]=(0,_.minmax)(c);r=e(r,t),l=s(l,n),h=e(h,o),a=s(a,d)}}t.add_rect(r,h,l,a)}this._hole_index=this._index_hole_data()}_index_hole_data(){const{min:t,max:e}=Math,{data_size:s}=this,n=new l.SpatialIndex(s);for(let i=0;i<s;i++){const s=this._xs[i],o=this._ys[i];if(0==s.length||0==o.length){n.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let n=0,i=s.length;n<i;n++){const i=s[n],c=o[n];if(i.length>1&&c.length>1)for(let s=1,n=i.length;s<n;s++){const[n,o]=(0,_.minmax)(i[s]),[d,x]=(0,_.minmax)(c[s]);r=t(r,n),l=e(l,o),h=t(h,d),a=e(a,x)}}n.add_rect(r,h,l,a)}return n.finish(),n}_mask_data(){const{x_range:t,y_range:e}=this.renderer.plot_view.frame;return this.index.indices({x0:t.min,x1:t.max,y0:e.min,y1:e.max})}_render(t,e,s){if(this.visuals.fill.doit||this.visuals.line.doit){const{sxs:n,sys:i}=null!=s?s:this;for(const s of e){t.beginPath();const e=n[s],o=i[s],r=Math.min(e.length,o.length);for(let s=0;s<r;s++){const n=e[s],i=o[s],r=Math.min(n.length,i.length);for(let e=0;e<r;e++){const s=n[e],o=i[e],r=Math.min(s.length,o.length);for(let e=0;e<r;e++){const n=s[e],i=o[e];0==e?t.moveTo(n,i):t.lineTo(n,i)}t.closePath()}}this.visuals.fill.apply(t,s,\"evenodd\"),this.visuals.hatch.apply(t,s,\"evenodd\"),this.visuals.line.apply(t,s)}}}_hit_rect(t){const{sx0:e,sx1:s,sy0:n,sy1:i}=t,o=[e,s,s,e],r=[n,n,i,i],[l,h]=this.renderer.xscale.r_invert(e,s),[a,_]=this.renderer.yscale.r_invert(n,i),c=this.index.indices({x0:l,x1:h,y0:a,y1:_}),d=[];for(const t of c){const e=this.sxs[t],s=this.sys[t];let n=!0;for(let t=0,i=e.length;t<i;t++){for(let i=0,l=e[t][0].length;i<l;i++){const l=e[t][0][i],h=s[t][0][i];if(!x.point_in_poly(l,h,o,r)){n=!1;break}}if(!n)break}n&&d.push(t)}return new f.Selection({indices:d})}_hit_point(t){const{sx:e,sy:s}=t,n=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),o=this.index.indices({x0:n,y0:i,x1:n,y1:i}),r=this._hole_index.indices({x0:n,y0:i,x1:n,y1:i}),l=[];for(const t of o){const n=this.sxs[t],i=this.sys[t];for(let o=0,h=n.length;o<h;o++){const h=n[o].length;if(x.point_in_poly(e,s,n[o][0],i[o][0]))if(1==h)l.push(t);else if(r.get(t)){if(h>1){let r=!1;for(let t=1;t<h;t++){const l=n[o][t],h=i[o][t];if(x.point_in_poly(e,s,l,h)){r=!0;break}}r||l.push(t)}}else l.push(t)}}return new f.Selection({indices:l})}_get_snap_coord(t){return(0,c.sum)(t)/t.length}scenterxy(t,e,s){if(1==this.sxs[t].length){return[this._get_snap_coord(this.sxs[t][0][0]),this._get_snap_coord(this.sys[t][0][0])]}{const n=this.sxs[t],i=this.sys[t];for(let t=0,o=n.length;t<o;t++)if(x.point_in_poly(e,s,n[t][0],i[t][0])){return[this._get_snap_coord(n[t][0]),this._get_snap_coord(i[t][0])]}}(0,g.unreachable)()}map_data(){const t=this._xs.length;this.sxs=new Array(t),this.sys=new Array(t);for(let e=0;e<t;e++){const t=this._xs[e].length;this.sxs[e]=new Array(t),this.sys[e]=new Array(t);for(let s=0;s<t;s++){const t=this._xs[e][s].length;this.sxs[e][s]=new Array(t),this.sys[e][s]=new Array(t);for(let n=0;n<t;n++){const[t,i]=this.renderer.coordinates.map_to_screen(this._xs[e][s][n],this._ys[e][s][n]);this.sxs[e][s][n]=t,this.sys[e][s][n]=i}}}}draw_legend_for_index(t,e,s){(0,a.generic_area_vector_legend)(this.visuals,t,e,s)}}s.MultiPolygonsView=p,p.__name__=\"MultiPolygonsView\";class m extends h.Glyph{constructor(t){super(t)}}s.MultiPolygons=m,r=m,m.__name__=\"MultiPolygons\",r.prototype.default_view=p,r.define((({})=>({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<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,r,a,o]=(0,_.minmax2)(t,i);e.add_rect(n,a,r,o)}}_mask_data(){const{x_range:e,y_range:t}=this.renderer.plot_view.frame;return this.index.indices({x0:e.min,x1:e.max,y0:t.min,y1:t.max})}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),r=n.get(s);let a=!0;e.beginPath();const o=Math.min(t.length,r.length);for(let s=0;s<o;s++){const i=t[s],n=r[s];isFinite(i+n)?a?(e.moveTo(i,n),a=!1):e.lineTo(i,n):(e.closePath(),a=!0)}e.closePath(),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,r=[t,s,s,t],a=[i,i,n,n],[o,c]=this.renderer.xscale.r_invert(t,s),[_,h]=this.renderer.yscale.r_invert(i,n),d=this.index.indices({x0:o,x1:c,y0:_,y1:h}),p=[];for(const e of d){const t=this.sxs.get(e),s=this.sys.get(e);let i=!0;for(let e=0,n=t.length;e<n;e++){const n=t[e],o=s[e];if(!l.point_in_poly(n,o,r,a)){i=!1;break}}i&&p.push(e)}return new y.Selection({indices:p})}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),n=this.renderer.yscale.invert(s),r=this.index.indices({x0:i,y0:n,x1:i,y1:n}),a=[];for(const e of r){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;for(let o=0,c=0;;c++){if(isNaN(i[c])||c==r){const r=i.subarray(o,c),_=n.subarray(o,c);if(l.point_in_poly(t,s,r,_)){a.push(e);break}o=c+1}if(c==r)break}}return new y.Selection({indices:a})}_get_snap_coord(e){return(0,_.sum)(e)/e.length}scenterxy(e,t,s){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;let a=!1;for(let e=0,o=0;;o++){const c=isNaN(i[o]);if(a=a||c,o==r&&!a){return[this._get_snap_coord(i),this._get_snap_coord(n)]}if(c||o==r){const r=i.subarray(e,o),a=n.subarray(e,o);if(l.point_in_poly(t,s,r,a)){return[this._get_snap_coord(r),this._get_snap_coord(a)]}e=o+1}if(o==r)break}(0,p.unreachable)()}draw_legend_for_index(e,t,s){(0,c.generic_area_vector_legend)(this.visuals,e,t,s)}}s.PatchesView=f,f.__name__=\"PatchesView\";class g extends o.Glyph{constructor(e){super(e)}}s.Patches=g,a=g,g.__name__=\"Patches\",a.prototype.default_view=f,a.define((({})=>({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<r;a++){const r=t[a],_=i[a],d=n[a],l=s[a],y=c[a],p=o[a];if(isFinite(r+_+d+l+y+p)){const[t,i]=x(r,y,_),[n,s]=x(d,p,l);e.add_rect(t,n,i,s)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:c,sy1:o,scx:r,scy:a}=null!=i?i:this;for(const i of t){const t=n[i],_=s[i],d=c[i],l=o[i],x=r[i],y=a[i];isFinite(t+_+d+l+x+y)&&(e.beginPath(),e.moveTo(t,_),e.quadraticCurveTo(x,y,d,l),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,d.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.QuadraticView=y,y.__name__=\"QuadraticView\";class p extends _.Glyph{constructor(e){super(e)}}i.Quadratic=p,o=p,p.__name__=\"Quadratic\",o.prototype.default_view=y,o.define((({})=>({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<t;e++)0==i[e]&&(i[e]=s)}_render(e,t,s){const{sx:i,sy:n,slength:l,angle:a}=null!=s?s:this;if(this.visuals.line.doit)for(const s of t){const t=i[s],r=n[s],o=a.get(s),h=l[s];isFinite(t+r+o+h)&&(e.translate(t,r),e.rotate(o),e.beginPath(),e.moveTo(0,0),e.lineTo(h,0),this.visuals.line.set_vectorize(e,s),e.stroke(),e.rotate(-o),e.translate(-t,-r))}}draw_legend_for_index(e,t,s){(0,o.generic_line_vector_legend)(this.visuals,e,t,s)}}s.RayView=g,g.__name__=\"RayView\";class d extends r.XYGlyph{constructor(e){super(e)}}s.Ray=d,a=d,d.__name__=\"Ray\",a.prototype.default_view=g,a.mixins(h.LineVector),a.define((({})=>({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<t;e++)this.sx0[e]=this.sx[e]-this.sw[e]/2}if(\"data\"==this.model.properties.height.units)[this.sh,this.sy1]=this._map_dist_corner_for_data_side_length(this._y,this.height,this.renderer.yscale);else{this.sh=(0,_.to_screen)(this.height);const t=this.sy.length;this.sy1=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sy1[e]=this.sy[e]-this.sh[e]/2}const t=this.sw.length;this.ssemi_diag=new _.ScreenArray(t);for(let e=0;e<t;e++)this.ssemi_diag[e]=Math.sqrt(this.sw[e]/2*this.sw[e]/2+this.sh[e]/2*this.sh[e]/2)}_render(t,e,s){const{sx:i,sy:r,sx0:n,sy1:h,sw:a,sh:l,angle:o}=null!=s?s:this;for(const s of e){const e=i[s],c=r[s],_=n[s],d=h[s],f=a[s],y=l[s],u=o.get(s);isFinite(e+c+_+d+f+y+u)&&(0!=f&&0!=y&&(t.beginPath(),u?(t.translate(e,c),t.rotate(u),t.rect(-f/2,-y/2,f,y),t.rotate(-u),t.translate(-e,-c)):t.rect(_,d,f,y),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s)))}}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){let{sx:e,sy:s}=t;const i=this.renderer.xscale.invert(e),r=this.renderer.yscale.invert(s),n=this.sx0.length,h=new _.ScreenArray(n);for(let t=0;t<n;t++)h[t]=this.sx0[t]+this.sw[t]/2;const a=new _.ScreenArray(n);for(let t=0;t<n;t++)a[t]=this.sy1[t]+this.sh[t]/2;const l=(0,d.max)(this._ddist(0,h,this.ssemi_diag)),o=(0,d.max)(this._ddist(1,a,this.ssemi_diag)),c=i-l,y=i+l,u=r-o,w=r+o;let g,p;const x=[];for(const t of this.index.indices({x0:c,x1:y,y0:u,y1:w})){const i=this.angle.get(t);if(i){const r=Math.sin(-i),n=Math.cos(-i),h=n*(e-this.sx[t])-r*(s-this.sy[t])+this.sx[t],a=r*(e-this.sx[t])+n*(s-this.sy[t])+this.sy[t];e=h,s=a,g=Math.abs(this.sx[t]-e)<=this.sw[t]/2,p=Math.abs(this.sy[t]-s)<=this.sh[t]/2}else{const i=e-this.sx0[t],r=s-this.sy1[t];g=0<=i&&i<=this.sw[t],p=0<=r&&r<=this.sh[t]}g&&p&&x.push(t)}return new f.Selection({indices:x})}_map_dist_corner_for_data_side_length(t,e,s){const i=t.length,r=new Float64Array(i),n=new Float64Array(i);for(let s=0;s<i;s++){const i=t[s],h=e.get(s)/2;r[s]=i-h,n[s]=i+h}const h=s.v_compute(r),a=s.v_compute(n),l=this.sdist(s,r,e,\"edge\",this.model.dilate);let o=h;for(let t=0;t<i;t++){const e=h[t],s=a[t];if(!isNaN(e+s)&&e!=s){o=e<s?h:a;break}}return[l,o]}_ddist(t,e,s){const i=(0,_.infer_type)(e,s),r=0==t?this.renderer.xscale:this.renderer.yscale,n=e,h=n.length,a=new i(h);for(let t=0;t<h;t++)a[t]=n[t]+s[t];const l=r.v_invert(n),o=r.v_invert(a),c=l.length,d=new i(c);for(let t=0;t<c;t++)d[t]=Math.abs(o[t]-l[t]);return d}draw_legend_for_index(t,e,s){(0,c.generic_area_vector_legend)(this.visuals,t,e,s)}}s.RectView=y,y.__name__=\"RectView\";class u extends o.CenterRotatable{constructor(t){super(t)}}s.Rect=u,n=u,u.__name__=\"Rect\",n.prototype.default_view=y,n.define((({Boolean:t})=>({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<r;e++){const r=n[e];_.point_in_poly(this.sx[e],this.sy[e],t,s)&&i.push(r)}return new x.Selection({indices:i})}_get_legend_args({x0:e,x1:t,y0:s,y1:n},i){const r=i+1,a=new Array(r),c=new Array(r);a[i]=(e+t)/2,c[i]=(s+n)/2;const o=.4*Math.min(Math.abs(t-e),Math.abs(n-s));return{sx:a,sy:c,size:new h.UniformScalar(o,r),angle:new h.UniformScalar(0,r)}}draw_legend_for_index(e,{x0:t,x1:s,y0:n,y1:i},r){const a=this._get_legend_args({x0:t,x1:s,y0:n,y1:i},r);this._render(e,[r],a)}}s.MarkerView=d,d.__name__=\"MarkerView\";class y extends c.XYGlyph{constructor(e){super(e)}}s.Marker=y,a=y,y.__name__=\"Marker\",a.mixins([o.LineVector,o.FillVector,o.HatchVector]),a.define((({Number: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)<t&&a.push(e)}return new l.Selection({indices:a})}_hit_span(e){const[t,s]=this.renderer.plot_view.frame.bbox.ranges,{sx:i,sy:n}=e;let r,o,_;\"v\"==e.direction?(_=this.renderer.yscale.invert(n),[r,o]=[this._y0,this._y1]):(_=this.renderer.xscale.invert(i),[r,o]=[this._x0,this._x1]);const h=[],[c,a]=this.renderer.xscale.r_invert(t.start,t.end),[d,x]=this.renderer.yscale.r_invert(s.start,s.end),y=this.index.indices({x0:c,y0:d,x1:a,y1:x});for(const t of y){(r[t]<=_&&_<=o[t]||o[t]<=_&&_<=r[t])&&h.push(t);const s=1.5+this.line_width.get(t)/2;r[t]==o[t]&&(\"h\"==e.direction?Math.abs(this.sx0[t]-i)<=s&&h.push(t):Math.abs(this.sy0[t]-n)<=s&&h.push(t))}return new l.Selection({indices:h})}scenterxy(e){return[this.sx0[e]/2+this.sx1[e]/2,this.sy0[e]/2+this.sy1[e]/2]}draw_legend_for_index(e,t,s){(0,x.generic_line_vector_legend)(this.visuals,e,t,s)}}s.SegmentView=y,y.__name__=\"SegmentView\";class p extends d.Glyph{constructor(e){super(e)}}s.Segment=p,o=p,p.__name__=\"Segment\",o.prototype.default_view=y,o.define((({})=>({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;n<f;n++){const s=(i[n+1]-i[n-1])*o,c=(u[n+1]-u[n-1])*o,l=(i[n+2]-i[n])*o,r=(u[n+2]-u[n])*o;for(let o=0;o<=4*e;t++){const e=g[o++],f=g[o++],w=g[o++],a=g[o++];h[t]=e*i[n]+f*i[n+1]+w*s+a*l,_[t]=e*u[n]+f*u[n+1]+w*c+a*r}}return[h,_]}},\n",
       "      function _(e,t,n,s,i){s();const o=e(1);var l;const a=e(178),r=e(184),c=(0,o.__importStar)(e(48)),_=e(20),d=e(11);class f extends a.XYGlyphView{_render(e,t,n){const{sx:s,sy:i}=null!=n?n:this;let o=!1,l=null;this.visuals.line.set_value(e);const a=t.length;if(!(a<2)){e.beginPath(),e.moveTo(s[0],i[0]);for(const n of t){let t,a,r,c;switch(this.model.mode){case\"before\":[t,r]=[s[n-1],i[n]],[a,c]=[s[n],i[n]];break;case\"after\":[t,r]=[s[n],i[n-1]],[a,c]=[s[n],i[n]];break;case\"center\":{const e=(s[n-1]+s[n])/2;[t,r]=[e,i[n-1]],[a,c]=[e,i[n]];break}default:(0,d.unreachable)()}if(o){if(!isFinite(s[n]+i[n])){e.stroke(),e.beginPath(),o=!1,l=n;continue}null!=l&&n-l>1&&(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<this._sxs.length;t++){const n=this._sxs[t],o=this._sys[t],_=n.length;for(let h=0,l=_;h<l;h++){const[l,a]=this._rotate_point(e,s,n[_-1][0],o[_-1][0],-this.angle.get(t));r.point_in_poly(l,a,n[h],o[h])&&i.push(t)}}return new u.Selection({indices:i})}scenterxy(t){const e=this._sxs[t],s=this._sys[t];(0,x.assert)(0!=e.length&&0!=s.length);const i=e[0][0],n=s[0][0],o=(e[0][2]+i)/2,_=(s[0][2]+n)/2,[h,l]=this._rotate_point(o,_,i,n,this.angle.get(t));return[h,l]}}s.TextView=f,f.__name__=\"TextView\";class p extends h.XYGlyph{constructor(t){super(t)}}s.Text=p,_=p,p.__name__=\"Text\",_.prototype.default_view=f,_.mixins(l.TextVector),_.define((({})=>({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<t;e++)this.sleft[e]=this.sx[e]-this.sw[e]/2,this.sright[e]=this.sx[e]+this.sw[e]/2;this._clamp_viewport()}}s.VBarView=l,l.__name__=\"VBarView\";class c extends a.Box{constructor(t){super(t)}}s.VBar=c,o=c,c.__name__=\"VBar\",o.prototype.default_view=l,o.define((({})=>({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<t.data.start.length;e++)((0,_.contains)(n,t.data.start[e])||(0,_.contains)(n,t.data.end[e]))&&s.push(e);const o=new i.Selection;for(const e of s)o.multiline_indices[e]=[0];return o.indices=s,o}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;s.update(e,d,n);const o=t.edge_renderer.data_source.selected,r=this.get_linked_edges(t.node_renderer.data_source,t.edge_renderer.data_source,\"selection\");return o.update(r,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 o=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model);o.update(e,n,s),d.node_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model),_=this.get_linked_edges(d.node_view.model.data_source,d.edge_view.model.data_source,\"inspection\");return r.update(_,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!o.is_empty()}}d.NodesAndLinkedEdges=u,u.__name__=\"NodesAndLinkedEdges\";class m extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}get_linked_nodes(e,t,d){let n=[];\"selection\"==d?n=t.selected.indices:\"inspection\"==d&&(n=t.inspected.indices);const s=[];for(const e of n)s.push(t.data.start[e]),s.push(t.data.end[e]);const o=(0,_.uniq)(s).map((t=>(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<e;t++){const a=this.graph_layout[l[t]],[e,r]=null!=a?a:[NaN,NaN];n[t]=e,o[t]=r}return[n,o]}get_edge_coordinates(t){var a,l;const e=null!==(a=t.data.start)&&void 0!==a?a:[],n=null!==(l=t.data.end)&&void 0!==l?l:[],o=Math.min(e.length,n.length),r=[],u=[],s=null!=t.data.xs&&null!=t.data.ys;for(let a=0;a<o;a++){const l=null!=this.graph_layout[e[a]]&&null!=this.graph_layout[n[a]];if(s&&l)r.push(t.data.xs[a]),u.push(t.data.ys[a]);else{let t,o;l?(t=this.graph_layout[e[a]],o=this.graph_layout[n[a]]):(t=[NaN,NaN],o=[NaN,NaN]),r.push([t[0],o[0]]),u.push([t[1],o[1]])}}return[r,u]}}l.StaticLayoutProvider=u,o=u,u.__name__=\"StaticLayoutProvider\",o.define((({Number:t,Tuple:a,Dict:l})=>({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;s<e.length-1;s++){if(s%2!=1)continue;const[t,r]=this.coordinates.map_to_screen(e[s],n[s]),[o,d]=this.coordinates.map_to_screen(e[s+1],n[s+1]);i.beginPath(),i.rect(t[0],r[0],o[1]-t[0],d[1]-r[0]),this.visuals.band_fill.apply(i),this.visuals.band_hatch.apply(i)}}_draw_grids(i){if(!this.visuals.grid_line.doit)return;const[e,n]=this.grid_coords(\"major\");this._draw_grid_helper(i,this.visuals.grid_line,e,n)}_draw_minor_grids(i){if(!this.visuals.minor_grid_line.doit)return;const[e,n]=this.grid_coords(\"minor\");this._draw_grid_helper(i,this.visuals.minor_grid_line,e,n)}_draw_grid_helper(i,e,n,s){e.set_value(i),i.beginPath();for(let e=0;e<n.length;e++){const[t,r]=this.coordinates.map_to_screen(n[e],s[e]);i.moveTo(Math.round(t[0]),Math.round(r[0]));for(let e=1;e<t.length;e++)i.lineTo(Math.round(t[e]),Math.round(r[e]))}i.stroke()}ranges(){const i=this.model.dimension,e=(i+1)%2,{ranges:n}=this.coordinates;return[n[i],n[e]]}computed_bounds(){const[i]=this.ranges(),e=this.model.bounds,n=[i.min,i.max];let s,t;if((0,h.isArray)(e))s=Math.min(e[0],e[1]),t=Math.max(e[0],e[1]),s<n[0]&&(s=n[0]),t>n[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<l.length;i++){if((l[i]==h||l[i]==c)&&e)continue;const t=[],r=[],o=2;for(let e=0;e<o;e++){const n=u+(m-u)/(o-1)*e;t.push(l[i]),r.push(n)}_[n].push(t),_[s].push(r)}return _}}n.GridView=c,c.__name__=\"GridView\";class u extends _.GuideRenderer{constructor(i){super(i)}get_ticker(){return null!=this.ticker?this.ticker:null!=this.axis?this.axis.ticker:null}}n.Grid=u,o=u,u.__name__=\"Grid\",o.prototype.default_view=c,o.mixins([[\"grid_\",l.Line],[\"minor_grid_\",l.Line],[\"band_\",l.Fill],[\"band_\",l.Hatch]]),o.define((({Number:i,Auto:e,Enum:n,Ref:s,Tuple:t,Or:r,Nullable:o})=>({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 e=(0,d.div)({class:m.close});e.addEventListener(\"click\",(e=>{if(e.target==e.currentTarget){this.model.tabs=(0,r.remove_at)(this.model.tabs,s);const e=this.model.tabs.length;this.model.active>e-1&&(this.model.active=e-1)}})),i.appendChild(e)}return(this.model.disabled||t.disabled)&&i.classList.add(m.disabled),i}));this.headers_el=(0,d.div)({class:[m.headers]},t),this.wrapper_el=(0,d.div)({class:m.headers_wrapper},this.headers_el),this.left_el=(0,d.div)({class:[g.btn,g.btn_default],disabled:\"\"},(0,d.div)({class:[w.caret,m.left]})),this.right_el=(0,d.div)({class:[g.btn,g.btn_default]},(0,d.div)({class:[w.caret,m.right]})),this.left_el.addEventListener(\"click\",(()=>this.do_scroll(\"left\"))),this.right_el.addEventListener(\"click\",(()=>this.do_scroll(\"right\"))),this.scroll_el=(0,d.div)({class:g.btn_group},this.left_el,this.right_el);const s=this.model.tabs_location;this.header_el=(0,d.div)({class:[m.tabs_header,m[s]]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)}do_scroll(e){const t=this.model.tabs.length;\"left\"==e?this._scroll_index-=1:\"right\"==e?this._scroll_index+=1:this._scroll_index=e,this._scroll_index=(0,c.clamp)(this._scroll_index,0,t-1),0==this._scroll_index?this.left_el.setAttribute(\"disabled\",\"\"):this.left_el.removeAttribute(\"disabled\"),this._scroll_index==t-1?this.right_el.setAttribute(\"disabled\",\"\"):this.right_el.removeAttribute(\"disabled\");const s=(0,d.children)(this.headers_el).slice(0,this._scroll_index).map((e=>e.getBoundingClientRect())),i=this.model.tabs_location;if(\"above\"==i||\"below\"==i){const e=-(0,r.sum)(s.map((e=>e.width)));this.headers_el.style.left=`${e}px`}else{const e=-(0,r.sum)(s.map((e=>e.height)));this.headers_el.style.top=`${e}px`}}change_active(e){e!=this.model.active&&(this.model.active=e)}on_active_change(){const e=this.model.active,t=(0,d.children)(this.headers_el);for(const e of t)e.classList.remove(m.active);t[e].classList.add(m.active);const{child_views:s}=this;for(const e of s)(0,d.hide)(e.el);(0,d.show)(s[e].el)}}s.TabsView=f,f.__name__=\"TabsView\";class x extends _.LayoutDOM{constructor(e){super(e)}}s.Tabs=x,a=x,x.__name__=\"Tabs\",a.prototype.default_view=f,a.define((({Int:e,Array:t,Ref:s})=>({tabs:[t(s(p.Panel)),[]],tabs_location:[n.Location,\"above\"],active:[e,0]})))},\n",
       "      function _(e,r,b,o,t){o(),b.root=\"bk-root\",b.tabs_header=\"bk-tabs-header\",b.btn_group=\"bk-btn-group\",b.btn=\"bk-btn\",b.headers_wrapper=\"bk-headers-wrapper\",b.above=\"bk-above\",b.right=\"bk-right\",b.below=\"bk-below\",b.left=\"bk-left\",b.headers=\"bk-headers\",b.tab=\"bk-tab\",b.active=\"bk-active\",b.close=\"bk-close\",b.disabled=\"bk-disabled\",b.default='.bk-root .bk-tabs-header{display:flex;flex-wrap:nowrap;align-items:center;overflow:hidden;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-tabs-header .bk-btn-group{height:auto;margin-right:5px;}.bk-root .bk-tabs-header .bk-btn-group > .bk-btn{flex-grow:0;height:auto;padding:4px 4px;}.bk-root .bk-tabs-header .bk-headers-wrapper{flex-grow:1;overflow:hidden;color:#666666;}.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper{border-bottom:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper{border-left:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper{border-top:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper{border-right:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-above,.bk-root .bk-tabs-header.bk-below{flex-direction:row;}.bk-root .bk-tabs-header.bk-above .bk-headers,.bk-root .bk-tabs-header.bk-below .bk-headers{flex-direction:row;}.bk-root .bk-tabs-header.bk-left,.bk-root .bk-tabs-header.bk-right{flex-direction:column;}.bk-root .bk-tabs-header.bk-left .bk-headers,.bk-root .bk-tabs-header.bk-right .bk-headers{flex-direction:column;}.bk-root .bk-tabs-header .bk-headers{position:relative;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-tabs-header .bk-tab{padding:4px 8px;border:solid transparent;white-space:nowrap;cursor:pointer;}.bk-root .bk-tabs-header .bk-tab:hover{background-color:#f2f2f2;}.bk-root .bk-tabs-header .bk-tab.bk-active{color:#4d4d4d;background-color:white;border-color:#e6e6e6;}.bk-root .bk-tabs-header .bk-tab .bk-close{margin-left:10px;}.bk-root .bk-tabs-header .bk-tab.bk-disabled{cursor:not-allowed;pointer-events:none;opacity:0.65;}.bk-root .bk-tabs-header.bk-above .bk-tab{border-width:3px 1px 0px 1px;border-radius:4px 4px 0 0;}.bk-root .bk-tabs-header.bk-right .bk-tab{border-width:1px 3px 1px 0px;border-radius:0 4px 4px 0;}.bk-root .bk-tabs-header.bk-below .bk-tab{border-width:0px 1px 3px 1px;border-radius:0 0 4px 4px;}.bk-root .bk-tabs-header.bk-left .bk-tab{border-width:1px 0px 1px 3px;border-radius:4px 0 0 4px;}.bk-root .bk-close{display:inline-block;width:10px;height:10px;vertical-align:middle;background-image:url(\\'data:image/svg+xml;utf8,      <svg viewPort=\"0 0 10 10\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\">        <line x1=\"1\" y1=\"9\" x2=\"9\" y2=\"1\" stroke=\"gray\" stroke-width=\"2\"/>        <line x1=\"1\" y1=\"1\" x2=\"9\" y2=\"9\" stroke=\"gray\" stroke-width=\"2\"/>      </svg>\\');}.bk-root .bk-close:hover{background-image:url(\\'data:image/svg+xml;utf8,      <svg viewPort=\"0 0 10 10\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\">        <line x1=\"1\" y1=\"9\" x2=\"9\" y2=\"1\" stroke=\"red\" stroke-width=\"2\"/>        <line x1=\"1\" y1=\"1\" x2=\"9\" y2=\"9\" stroke=\"red\" stroke-width=\"2\"/>      </svg>\\');}'},\n",
       "      function _(o,b,r,t,e){t(),r.root=\"bk-root\",r.btn=\"bk-btn\",r.active=\"bk-active\",r.btn_default=\"bk-btn-default\",r.btn_primary=\"bk-btn-primary\",r.btn_success=\"bk-btn-success\",r.btn_warning=\"bk-btn-warning\",r.btn_danger=\"bk-btn-danger\",r.btn_light=\"bk-btn-light\",r.btn_group=\"bk-btn-group\",r.vertical=\"bk-vertical\",r.horizontal=\"bk-horizontal\",r.dropdown_toggle=\"bk-dropdown-toggle\",r.default=\".bk-root .bk-btn{height:100%;display:inline-block;text-align:center;vertical-align:middle;white-space:nowrap;cursor:pointer;padding:6px 12px;font-size:12px;border:1px solid transparent;border-radius:4px;outline:0;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-btn:hover,.bk-root .bk-btn:focus{text-decoration:none;}.bk-root .bk-btn:active,.bk-root .bk-btn.bk-active{background-image:none;box-shadow:inset 0 3px 5px rgba(0, 0, 0, 0.125);}.bk-root .bk-btn[disabled]{cursor:not-allowed;pointer-events:none;opacity:0.65;box-shadow:none;}.bk-root .bk-btn-default{color:#333;background-color:#fff;border-color:#ccc;}.bk-root .bk-btn-default:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-default.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-default[disabled],.bk-root .bk-btn-default[disabled]:hover,.bk-root .bk-btn-default[disabled]:focus,.bk-root .bk-btn-default[disabled]:active,.bk-root .bk-btn-default[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-primary{color:#fff;background-color:#428bca;border-color:#357ebd;}.bk-root .bk-btn-primary:hover{background-color:#3681c1;border-color:#2c699e;}.bk-root .bk-btn-primary.bk-active{background-color:#3276b1;border-color:#285e8e;}.bk-root .bk-btn-primary[disabled],.bk-root .bk-btn-primary[disabled]:hover,.bk-root .bk-btn-primary[disabled]:focus,.bk-root .bk-btn-primary[disabled]:active,.bk-root .bk-btn-primary[disabled].bk-active{background-color:#506f89;border-color:#357ebd;}.bk-root .bk-btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c;}.bk-root .bk-btn-success:hover{background-color:#4eb24e;border-color:#409240;}.bk-root .bk-btn-success.bk-active{background-color:#47a447;border-color:#398439;}.bk-root .bk-btn-success[disabled],.bk-root .bk-btn-success[disabled]:hover,.bk-root .bk-btn-success[disabled]:focus,.bk-root .bk-btn-success[disabled]:active,.bk-root .bk-btn-success[disabled].bk-active{background-color:#667b66;border-color:#4cae4c;}.bk-root .bk-btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236;}.bk-root .bk-btn-warning:hover{background-color:#eea43b;border-color:#e89014;}.bk-root .bk-btn-warning.bk-active{background-color:#ed9c28;border-color:#d58512;}.bk-root .bk-btn-warning[disabled],.bk-root .bk-btn-warning[disabled]:hover,.bk-root .bk-btn-warning[disabled]:focus,.bk-root .bk-btn-warning[disabled]:active,.bk-root .bk-btn-warning[disabled].bk-active{background-color:#c89143;border-color:#eea236;}.bk-root .bk-btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a;}.bk-root .bk-btn-danger:hover{background-color:#d5433e;border-color:#bd2d29;}.bk-root .bk-btn-danger.bk-active{background-color:#d2322d;border-color:#ac2925;}.bk-root .bk-btn-danger[disabled],.bk-root .bk-btn-danger[disabled]:hover,.bk-root .bk-btn-danger[disabled]:focus,.bk-root .bk-btn-danger[disabled]:active,.bk-root .bk-btn-danger[disabled].bk-active{background-color:#a55350;border-color:#d43f3a;}.bk-root .bk-btn-light{color:#333;background-color:#fff;border-color:#ccc;border-color:transparent;}.bk-root .bk-btn-light:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-light.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-light[disabled],.bk-root .bk-btn-light[disabled]:hover,.bk-root .bk-btn-light[disabled]:focus,.bk-root .bk-btn-light[disabled]:active,.bk-root .bk-btn-light[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-group{height:100%;display:flex;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 > .bk-btn:first-child:not(:last-child){border-bottom-left-radius:0;border-bottom-right-radius:0;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:not(:first-child):last-child{border-bottom-left-radius:0;border-top-left-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:not(:first-child):last-child{border-top-left-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child){border-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn{width:100%;}.bk-root .bk-btn-group .bk-dropdown-toggle{flex:0 0 0;padding:6px 6px;}\"},\n",
       "      function _(e,t,o,n,_){var i;n();const s=e(310);class d extends s.ColumnView{}o.WidgetBoxView=d,d.__name__=\"WidgetBoxView\";class a extends s.Column{constructor(e){super(e)}}o.WidgetBox=a,i=a,a.__name__=\"WidgetBox\",i.prototype.default_view=d},\n",
       "      function _(t,a,i,e,M){e();var T=t(135);M(\"MathText\",T.MathText),M(\"Ascii\",T.Ascii),M(\"MathML\",T.MathML),M(\"TeX\",T.TeX),M(\"PlainText\",t(139).PlainText)},\n",
       "      function _(r,o,t,e,n){e(),n(\"CustomJSTransform\",r(322).CustomJSTransform),n(\"Dodge\",r(323).Dodge),n(\"Interpolator\",r(325).Interpolator),n(\"Jitter\",r(326).Jitter),n(\"LinearInterpolator\",r(327).LinearInterpolator),n(\"StepInterpolator\",r(328).StepInterpolator),n(\"Transform\",r(56).Transform)},\n",
       "      function _(r,t,s,n,e){var a;n();const u=r(56),o=r(13),m=r(34);class _ extends u.Transform{constructor(r){super(r)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}_make_transform(r,t){return new Function(...this.names,r,(0,m.use_strict)(t))}get scalar_transform(){return this._make_transform(\"x\",this.func)}get vector_transform(){return this._make_transform(\"xs\",this.v_func)}compute(r){return this.scalar_transform(...this.values,r)}v_compute(r){return this.vector_transform(...this.values,r)}}s.CustomJSTransform=_,a=_,_.__name__=\"CustomJSTransform\",a.define((({Unknown:r,String:t,Dict:s})=>({args:[s(r),{}],func:[t,\"\"],v_func:[t,\"\"]})))},\n",
       "      function _(e,n,r,o,s){var t;o();const u=e(324);class a extends u.RangeTransform{constructor(e){super(e)}_compute(e){return e+this.value}}r.Dodge=a,t=a,a.__name__=\"Dodge\",t.define((({Number:e})=>({value:[e,0]})))},\n",
       "      function _(e,n,t,r,a){var s;r();const c=e(56),o=e(57),i=e(67),u=e(24),h=e(8),l=e(11);class g extends c.Transform{constructor(e){super(e)}v_compute(e){let n;this.range instanceof i.FactorRange?n=this.range.v_synthetic(e):(0,h.isArrayableOf)(e,h.isNumber)?n=e:(0,l.unreachable)();const t=new((0,u.infer_type)(n))(n.length);for(let e=0;e<n.length;e++){const r=n[e];t[e]=this._compute(r)}return t}compute(e){return this.range instanceof i.FactorRange?this._compute(this.range.synthetic(e)):(0,h.isNumber)(e)?this._compute(e):void(0,l.unreachable)()}}t.RangeTransform=g,s=g,g.__name__=\"RangeTransform\",s.define((({Ref:e,Nullable:n})=>({range:[n(e(o.Range)),null]})))},\n",
       "      function _(t,e,r,n,s){var o;n();const i=t(56),a=t(70),h=t(24),l=t(9),d=t(8);class c extends i.Transform{constructor(t){super(t),this._sorted_dirty=!0}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._sorted_dirty=!0))}v_compute(t){const e=new((0,h.infer_type)(t))(t.length);for(let r=0;r<t.length;r++){const n=t[r];e[r]=this.compute(n)}return e}sort(t=!1){if(!this._sorted_dirty)return;let e,r;if((0,d.isString)(this.x)&&(0,d.isString)(this.y)&&null!=this.data){const t=this.data.columns();if(!(0,l.includes)(t,this.x))throw new Error(\"The x parameter does not correspond to a valid column name defined in the data parameter\");if(!(0,l.includes)(t,this.y))throw new Error(\"The y parameter does not correspond to a valid column name defined in the data parameter\");e=this.data.get_column(this.x),r=this.data.get_column(this.y)}else{if(!(0,d.isArray)(this.x)||!(0,d.isArray)(this.y))throw new Error(\"parameters 'x' and 'y' must be both either string fields or arrays\");e=this.x,r=this.y}if(e.length!==r.length)throw new Error(\"The length for x and y do not match\");if(e.length<2)throw new Error(\"x and y must have at least two elements to support interpolation\");const n=e.length,s=new Uint32Array(n);for(let t=0;t<n;t++)s[t]=t;const o=t?-1:1;s.sort(((t,r)=>o*(e[t]-e[r]))),this._x_sorted=new((0,h.infer_type)(e))(n),this._y_sorted=new((0,h.infer_type)(r))(n);for(let t=0;t<n;t++)this._x_sorted[t]=e[s[t]],this._y_sorted[t]=r[s[t]];this._sorted_dirty=!1}}r.Interpolator=c,o=c,c.__name__=\"Interpolator\",o.define((({Boolean:t,Number:e,String:r,Ref:n,Array:s,Or:o,Nullable:i})=>({x:[o(r,s(e))],y:[o(r,s(e))],data:[i(n(a.ColumnarDataSource)),null],clip:[t,!0]})))},\n",
       "      function _(t,s,e,i,r){i();const n=t(1);var o;const a=t(324),u=t(67),h=t(20),c=t(8),m=t(12),f=(0,n.__importStar)(t(10)),_=t(11);class p extends a.RangeTransform{constructor(t){super(t)}v_compute(t){var s;let e;this.range instanceof u.FactorRange?e=this.range.v_synthetic(t):(0,c.isArrayableOf)(t,c.isNumber)?e=t:(0,_.unreachable)();const i=e.length;(null===(s=this.previous_offsets)||void 0===s?void 0:s.length)!=i&&(this.previous_offsets=new Array(i),this.previous_offsets=(0,m.map)(this.previous_offsets,(()=>this._compute())));const r=this.previous_offsets;return(0,m.map)(e,((t,s)=>r[s]+t))}_compute(){switch(this.distribution){case\"uniform\":return this.mean+(f.random()-.5)*this.width;case\"normal\":return f.rnorm(this.mean,this.width)}}}e.Jitter=p,o=p,p.__name__=\"Jitter\",o.define((({Number:t})=>({mean:[t,0],width:[t,1],distribution:[h.Distribution,\"uniform\"]})))},\n",
       "      function _(t,s,_,r,e){r();const i=t(9),o=t(325);class n extends o.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];const s=(0,i.find_last_index)(this._x_sorted,(s=>s<t)),_=this._x_sorted[s],r=this._x_sorted[s+1],e=this._y_sorted[s],o=this._y_sorted[s+1];return e+(t-_)/(r-_)*(o-e)}}_.LinearInterpolator=n,n.__name__=\"LinearInterpolator\"},\n",
       "      function _(t,e,s,r,o){var _;r();const i=t(325),n=t(20),d=t(9);class h extends i.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}let e;switch(this.mode){case\"after\":e=(0,d.find_last_index)(this._x_sorted,(e=>t>=e));break;case\"before\":e=(0,d.find_index)(this._x_sorted,(e=>t<=e));break;case\"center\":{const s=(0,d.map)(this._x_sorted,(e=>Math.abs(e-t))),r=(0,d.min)(s);e=(0,d.find_index)(s,(t=>r===t));break}default:throw new Error(`unknown mode: ${this.mode}`)}return-1!=e?this._y_sorted[e]:NaN}}s.StepInterpolator=h,_=h,h.__name__=\"StepInterpolator\",_.define((()=>({mode:[n.StepMode,\"after\"]})))},\n",
       "      function _(p,o,t,a,n){a(),n(\"MapOptions\",p(330).MapOptions),n(\"GMapOptions\",p(330).GMapOptions),n(\"GMapPlot\",p(330).GMapPlot),n(\"Plot\",p(331).Plot)},\n",
       "      function _(e,t,n,o,a){var s,p,_;o();const i=e(331),r=e(53),l=e(58),c=e(336);a(\"GMapPlotView\",c.GMapPlotView);class d extends r.Model{constructor(e){super(e)}}n.MapOptions=d,s=d,d.__name__=\"MapOptions\",s.define((({Int:e,Number:t})=>({lat:[t],lng:[t],zoom:[e,12]})));class u extends d{constructor(e){super(e)}}n.GMapOptions=u,p=u,u.__name__=\"GMapOptions\",p.define((({Boolean:e,Int:t,String:n})=>({map_type:[n,\"roadmap\"],scale_control:[e,!1],styles:[n],tilt:[t,45]})));class M extends i.Plot{constructor(e){super(e),this.use_map=!0}}n.GMapPlot=M,_=M,M.__name__=\"GMapPlot\",_.prototype.default_view=c.GMapPlotView,_.define((({String:e,Ref:t})=>({map_options:[t(u)],api_key:[e],api_version:[e,\"weekly\"]}))),_.override({x_range:()=>new l.Range1d,y_range:()=>new l.Range1d})},\n",
       "      function _(e,t,r,n,i){n();const o=e(1);var a;const s=(0,o.__importStar)(e(48)),l=(0,o.__importStar)(e(18)),_=e(15),c=e(20),h=e(9),d=e(13),u=e(8),g=e(309),p=e(128),f=e(306),b=e(40),w=e(118),y=e(59),m=e(221),x=e(57),v=e(55),A=e(75),S=e(41),R=e(176),D=e(175),L=e(63),P=e(332);i(\"PlotView\",P.PlotView);class k extends g.LayoutDOM{constructor(e){super(e),this.use_map=!1}_doc_attached(){super._doc_attached(),this._push_changes([[this.properties.inner_height,null,this.inner_height],[this.properties.inner_width,null,this.inner_width]])}initialize(){super.initialize(),this.reset=new _.Signal0(this,\"reset\");for(const e of(0,d.values)(this.extra_x_ranges).concat(this.x_range)){let 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<e.length;i++){const s=e[i];if(s instanceof h.Title){e[i]=\"above\"==v||\"below\"==v?[s,this._toolbar]:[this._toolbar,s],t=!1;break}}t&&e.push(this._toolbar)}const b=(e,t)=>{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<this.model.lod_interval?setTimeout((()=>{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&&r<o.start&&(s=!0,o.start=r,(e||a)&&(o.end=r-l))):(null!=t&&t>o.start&&(s=!0,o.start=t,(e||a)&&(o.end=t+l)),null!=r&&r<o.end&&(s=!0,o.end=r,(e||a)&&(o.start=r-l)))}}if(!(a&&s&&(null==n?void 0:n.maintain_focus)))for(const[n,e]of t)n.have_updated_interactively=!0,n.start==e.start&&n.end==e.end||n.setv(e)}_get_weight_to_constrain_interval(t,n){const{min_interval:e}=t;let{max_interval:a}=t;if(null!=t.bounds&&\"auto\"!=t.bounds){const[n,e]=t.bounds;if(null!=n&&null!=e){const t=Math.abs(e-n);a=null!=a?Math.min(a,t):t}}let s=1;if(null!=e||null!=a){const o=Math.abs(t.end-t.start),r=Math.abs(n.end-n.start);null!=e&&e>0&&r<e&&(s=(o-e)/(o-r)),null!=a&&a>0&&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.index<this.history.length-1}}s.StateManager=a,a.__name__=\"StateManager\"},\n",
       "      function _(t,e,s,o,i){o();const a=t(19),n=t(15),p=t(43),l=t(78),_=t(22),h=t(332),m=new n.Signal0({},\"gmaps_ready\");class d extends h.PlotView{initialize(){this.pause(),super.initialize(),this._tiles_loaded=!1,this.zoom_count=0;const{zoom:t,lat:e,lng:s}=this.model.map_options;if(this.initial_zoom=t,this.initial_lat=e,this.initial_lng=s,!this.model.api_key){const t=\"https://developers.google.com/maps/documentation/javascript/get-api-key\";a.logger.error(`api_key is required. See ${t} for more information on how to obtain your own.`)}if(\"undefined\"==typeof google||null==google.maps){if(void 0===window._bokeh_gmaps_callback){const{api_key:t,api_version:e}=this.model;!function(t,e){window._bokeh_gmaps_callback=()=>m.emit();const s=encodeURIComponent,o=document.createElement(\"script\");o.type=\"text/javascript\",o.src=`https://maps.googleapis.com/maps/api/js?v=${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();t