{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# spatialpandas\n", "Pandas and Dask extensions for vectorized spatial and geometric operations using numba, initially focused on the needs of data visualization libraries.\n", "\n", "## Goal\n", "The goal of spatialpandas is to provide a foundation for implementing custom vectorized geometric algorithms using numba or cython. The initial motivation for the project was to support data visualization libraries. Datashader, for example, builds on spatialpandas to support vectorized polygon rendering using numba.\n", "\n", "## Comparison to geopandas\n", "This project shares some of the goals (and some of the API) of the [`geopandas`](http://geopandas.org/) project. However, unlike `geopandas`, `spatialpandas` is not focused on geographic functionality. Instead, this project is focused on geometric use-cases and is explicitly independent of what space these spatial data structures and operations cover. As such, `spatialpandas` has no dependencies on the traditional geographic stack (GDAL, fiona, GEOS, etc.). Instead, it is built solely on top of general-purpose SciPy and PyData libraries and tools, which means that is should be easily installable using Conda or pip without any trickly binary-compatibility issues.\n", "\n", "All algorithms are implemented in pure Python, which is then compiled to machine code at runtime with Numba. To support scaling to large problems, operations can run distributed and/or out of core using Dask.\n", "\n", "## Future direction\n", "In the future, this library could grow to support most of the *geometric* operations offered by `geopandas`. It could also be extended to include 3-dimensional geometric primitives and operations." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Geometry Extension Arrays\n", "`spatialpandas` provides [pandas extension arrays](https://pandas.pydata.org/pandas-docs/stable/development/extending.html#extension-types) for storing arrays of geometry objects as DataFrame columns. Unlike `geopandas`, where a geometry column may contain a mix of geometry types, all elements of a `spatialpandas` geometry array must be of the same geometry type." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from spatialpandas.geometry import (\n", " PointArray, MultiPointArray, LineArray,\n", " MultiLineArray, PolygonArray, MultiPolygonArray\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### PointArray\n", "The `PointArray` stores the coordinates of a single point per element. A `PointArray` can be constructed from several data structures:\n", "\n", "A 2D list or array with two columns, the first column containing the x coordinates and the second the y coordinates." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "[Point([1, 2]), Point([3, 4]), Point([5, 6])]\n", "Length: 3, dtype: point[int64]" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "point_array = PointArray([\n", " [1, 2],\n", " [3, 4],\n", " [5, 6],\n", "])\n", "point_array" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A 1D list or array of the interleaved x and y coordinates of each point" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "[Point([1, 2]), Point([3, 4]), Point([5, 6])]\n", "Length: 3, dtype: point[int64]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "point_array = PointArray([\n", " 1, 2,\n", " 3, 4,\n", " 5, 6,\n", "])\n", "point_array" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A tuple of two 1D lists or arrays, the first containing the x coordinates and the second the y coordinates." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "[Point([1, 2]), Point([3, 4]), Point([5, 6])]\n", "Length: 3, dtype: point[int64]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "point_array = PointArray(\n", " ([1, 3, 5], [2, 4, 6])\n", ")\n", "point_array" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The x and y coordinates of a `PointArray` can be accessed using the `x` and `y` properties." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([1., 3., 5.])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "point_array.x" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([2., 4., 6.])" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "point_array.y" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All coordinates can be accessed as a single array of interleaved x and y coordinates using the `flat_values` property." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([1, 2, 3, 4, 5, 6])" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "point_array.flat_values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### MultiPointArray\n", "A `MultiPointArray` stores the coordinates of zero or more points per element. A `MultiPointArray` is constructed from a list of lists, where the inner lists contain the interleaved x and y coordinates of the points in that element." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "[MultiPoint([1, 2, 3, 4, 5, 6]), MultiPoint([7, 8, 9, 10])]\n", "Length: 2, dtype: multipoint[int64]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "multipoint_array = MultiPointArray([\n", " [1, 2, 3, 4, 5, 6],\n", " [7, 8, 9, 10],\n", "])\n", "multipoint_array" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All of the coordinates can be accessed as a single flat array of interleaved x and y coordinates using the `buffer_values` property." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10])" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "multipoint_array.buffer_values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A length one tuple with an array of indices into `buffer_values` that separate the coordinates of individual elements is available as the `buffer_offsets` property." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array([ 0, 6, 10], dtype=uint32),)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "multipoint_array.buffer_offsets" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### LineArray\n", "A `LineArray` stores the coordinates of one line per element. Like the `MultiPointArray`, a `LineArray` is constructed from a list of lists, where the inner lists contain the interleaved x and y coordinates of the vertices of the line in that element." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "[Line([1, 2, 3, 4, 5, 6]), Line([7, 8, 9, 10])]\n", "Length: 2, dtype: line[int64]" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "line_array = LineArray([\n", " [1, 2, 3, 4, 5, 6],\n", " [7, 8, 9, 10],\n", "])\n", "line_array" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### MultiLineArray\n", "A `MultiLineArray` stores the coordinates of zero or more lines per element. A `MultiLineArray` is constructed from a doubly nested list of the interleaved x and y coordinates." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "[MultiLine([[1, 2, 3, 4, 5, 6], [7, 8, 9, 10]]), MultiLine([[11, 12]])]\n", "Length: 2, dtype: multiline[int64]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "multiline_array = MultiLineArray([\n", " [[1, 2, 3, 4, 5, 6], [7, 8, 9, 10]],\n", " [[11, 12]]\n", "])\n", "multiline_array" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All of the coordinates can be accessed as a single flat array of interleaved x and y coordinates using the `buffer_values` property." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12])" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "multiline_array.buffer_values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A tuple of arrays of indices into `buffer_values` that separate the coordinates of individual lines and multi-line elements are available as the `buffer_offsets` property." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array([0, 2, 3], dtype=uint32), array([ 0, 6, 10, 12], dtype=uint32))" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "multiline_array.buffer_offsets" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### PolygonArray\n", "A `PolygonArray` stores the coordinates of one polygon (with zero or more holes) per element. Like the `MultiLineArray`, a `PolygonArray` is constructed from a doubly nested list of interleaved x and y coordinates. Each inner list contains the interleaved x and y coordinates of a closed ring. The first ring of each element represents the filled polygon outline and should be in a counter-clockwise order. The following rings, if any, represent holes in the polygon and should be in a clockwise order." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "[Polygon([[0, 0, 1, 0, 1, 1, 0, 1, 0, 0]]), Polygon([[2, 2, 5, 2, 5, 5, 2, 5, 2, 2], [3, 3, 4, 3, 3, 4, 3, 3]])]\n", "Length: 2, dtype: polygon[int64]" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Square from (0, 0) to (1, 1) in CCW order\n", "outline0 = [0, 0, 1, 0, 1, 1, 0, 1, 0, 0]\n", "\n", "# Square from (2, 2) to (5, 5) in CCW order\n", "outline1 = [2, 2, 5, 2, 5, 5, 2, 5, 2, 2]\n", "\n", "# Triangle hole in CW order\n", "hole1 = [3, 3, 4, 3, 3, 4, 3, 3]\n", "\n", "polygon_array = PolygonArray([\n", " [outline0],\n", " [outline1, hole1]\n", "])\n", "polygon_array" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All of the coordinates can be accessed as a single flat array of interleaved x and y coordinates using the `buffer_values` property." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0, 0, 1, 0, 1, 1, 0, 1, 0, 0, 2, 2, 5, 2, 5, 5, 2, 5, 2, 2, 3, 3,\n", " 4, 3, 3, 4, 3, 3])" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "polygon_array.buffer_values" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A tuple of arrays of indices into `buffer_values` that separate the coordinates of individual rings and polygon elements is available as the `buffer_offsets` property." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array([0, 1, 3], dtype=uint32), array([ 0, 10, 20, 28], dtype=uint32))" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "polygon_array.buffer_offsets" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### MultiPolygonArray\n", "A `MultiPolygonArray` stores the coordinates of one or more multi-polygons per element, where a multi-polygon consists of zero or more polygons that may each have zero or more holes. The `MultiPolygonArray` adds one additional level of nesting compared to the `PolygonArray`." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "[MultiPolygon([[[0, 0, 1, 0, 1, 1, 0, 1, 0, 0]], [[2, 2, 5, 2, 5, 5, 2, 5, 2, 2], [3, 3, 4, 3, 3, 4, 3, 3]]]), MultiPolygon([[[3, 1, 4, 1, 3, 2, 3, 1]]])]\n", "Length: 2, dtype: multipolygon[int64]" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Triangle hole in CW order\n", "outline3 = [3, 1, 4, 1, 3, 2, 3, 1]\n", "\n", "multipolygon_array = MultiPolygonArray([\n", " [[outline0], [outline1, hole1]],\n", " [[outline3]]\n", "])\n", "multipolygon_array" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([0, 0, 1, 0, 1, 1, 0, 1, 0, 0, 2, 2, 5, 2, 5, 5, 2, 5, 2, 2, 3, 3,\n", " 4, 3, 3, 4, 3, 3, 3, 1, 4, 1, 3, 2, 3, 1])" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "multipolygon_array.buffer_values" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array([0, 2, 3], dtype=uint32),\n", " array([0, 1, 3, 4], dtype=uint32),\n", " array([ 0, 10, 20, 28, 36], dtype=uint32))" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "multipolygon_array.buffer_offsets" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## spatialpandas GeoSeries and GeoDataFrame\n", "While `spatialpandas` geometry arrays can be stored in standard pandas `Series` and `DataFrame` objects, additional functionality is provided by the `GeoSeries` and `GeoDataFrame` subclasses. These classes are designed to implement a subset of the API of the `GeoSeries` and `GeoDataFrame` classes provided by the `geopandas` library." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "from spatialpandas import GeoSeries, GeoDataFrame" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 MultiPoint([1, 2, 3, 4, 5, 6])\n", "1 MultiPoint([7, 8, 9, 10])\n", "dtype: multipoint[int64]" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_series = GeoSeries(multipoint_array)\n", "geo_series" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " multipoint line \\\n", "0 MultiLine([[1, 2, 3, 4, 5, 6], [7, 8, 9, 10]]) Line([1, 2, 3, 4, 5, 6]) \n", "1 MultiLine([[11, 12]]) Line([7, 8, 9, 10]) \n", "\n", " multiline \\\n", "0 MultiLine([[1, 2, 3, 4, 5, 6], [7, 8, 9, 10]]) \n", "1 MultiLine([[11, 12]]) \n", "\n", " polygon \\\n", "0 Polygon([[0, 0, 1, 0, 1, 1, 0, 1, 0, 0]]) \n", "1 Polygon([[2, 2, 5, 2, 5, 5, 2, 5, 2, 2], [3, 3... \n", "\n", " multipolygon \n", "0 MultiPolygon([[[0, 0, 1, 0, 1, 1, 0, 1, 0, 0]]... \n", "1 MultiPolygon([[[3, 1, 4, 1, 3, 2, 3, 1]]]) " ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geo_df = GeoDataFrame({\n", " 'multipoint': multiline_array,\n", " 'line': line_array,\n", " 'multiline': multiline_array,\n", " 'polygon': polygon_array,\n", " 'multipolygon': multipolygon_array\n", "})\n", "geo_df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## GeoPandas conversions\n", "`GeoSeries` and `GeoDataFrame` objects from `geopandas` can be converted to `spatialpandas` objects by passing them to the constructor of the `spatialpandas` equivalent.\n", "\n", "Here is an example of loading the `naturalearth_lowres` dataset using `geopandas` as a `GeoDataFrame`, and then converting it to a `spatialpandas` `GeoDataFrame`.\n", "\n", "> Note: The following examples require the `geopandas`, `matplotlib`, `descartes`, `datashader`, and `holoviews` packages, which are not automatically installed with `spatialpandas`. These can be installed using pip...\n", "```\n", "$ pip install geopandas matplotlib descartes datashader holoviews\n", "```\n", "> or conda...\n", "```\n", "$ conda install -c pyviz geopandas matplotlib descartes datashader holoviews\n", "```" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " pop_est continent name \\\n", "0 34124811 Asia Afghanistan \n", "1 3047987 Europe Albania \n", "2 40969443 Africa Algeria \n", "3 29310273 Africa Angola \n", "4 4050 Antarctica Antarctica \n", ".. ... ... ... \n", "172 603253 Africa W. Sahara \n", "173 28036829 Asia Yemen \n", "174 15972000 Africa Zambia \n", "175 13805084 Africa Zimbabwe \n", "176 1467152 Africa eSwatini \n", "\n", " geometry \n", "0 MultiPolygon([[[66.51860680528867, 37.36278432... \n", "1 MultiPolygon([[[21.0200403174764, 40.842726955... \n", "2 MultiPolygon([[[-8.684399786809053, 27.3957441... \n", "3 MultiPolygon([[[12.995517205465177, -4.7811032... \n", "4 MultiPolygon([[[-48.66061601418252, -78.047018... \n", ".. ... \n", "172 MultiPolygon([[[-8.665589565454809, 27.6564258... \n", "173 MultiPolygon([[[52.00000980002224, 19.00000336... \n", "174 MultiPolygon([[[30.740009731422095, -8.3400059... \n", "175 MultiPolygon([[[31.19140913262129, -22.2515096... \n", "176 MultiPolygon([[[32.07166548028107, -26.7338200... \n", "\n", "[177 rows x 4 columns]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "world_df = GeoDataFrame(world_gp)\n", "world_df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A `spatialpandas` `GeoDataFrame` or `GeoSeries` can be converted to `geopandas` using the `to_geopandas` method." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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pop_estcontinentnamegeometry
44050AntarcticaAntarcticaMULTIPOLYGON (((-48.66062 -78.04702, -48.66062...
240969443AfricaAlgeriaMULTIPOLYGON (((-8.68440 27.39574, -4.92334 24...
034124811AsiaAfghanistanMULTIPOLYGON (((66.51861 37.36278, 66.21738 37...
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" ], "text/plain": [ " pop_est continent name \\\n", "4 4050 Antarctica Antarctica \n", "2 40969443 Africa Algeria \n", "0 34124811 Asia Afghanistan \n", "\n", " geometry \n", "4 MULTIPOLYGON (((-48.66062 -78.04702, -48.66062... \n", "2 MULTIPOLYGON (((-8.68440 27.39574, -4.92334 24... \n", "0 MULTIPOLYGON (((66.51861 37.36278, 66.21738 37... " ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "world_df.iloc[[4, 2, 0]].to_geopandas()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualization\n", "\n", "### Visualizing geometry elements using shapely\n", "Individual elements of a `spatialpandas` geometry array can be converted to `shapely` shapes using the `to_shapely` method, and shapely objects automatically display themselves in the Jupyter notebook." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/svg+xml": [ "" ], "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "world_df.geometry[0].to_shapely()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualizing GeoSeries with matplotlib using geopandas\n", "A `spatialpandas` `GeoSeries` can be converted to a `geopandas` `GeoSeries` using the `to_geopandas` method, and `geopandas` `GeoSeries` objects can be visualized with `matplotlib` using the `plot` method." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "world_df.geometry.to_geopandas().plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualizing GeoSeries with Datashader\n", "A `spatialpandas` `GeoDataFrame` can be visualized with `datashader`. Here is an example of visualizing a multi-polygon `GeoSeries` using `datashader`. In this case, the polygons are shaded to reflect the estimated population of each country." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/html": [ "" ], "text/plain": [ "\n", "array([[4293318829, 4293318829, 4293318829, ..., 4293318829, 4293318829,\n", " 4293318829],\n", " [4293318829, 4293318829, 4293318829, ..., 4293318829, 4293318829,\n", " 4293318829],\n", " [4293318829, 4293318829, 4293318829, ..., 4293318829, 4293318829,\n", " 4293318829],\n", " ...,\n", " [ 0, 0, 0, ..., 0, 0,\n", " 0],\n", " [ 0, 0, 0, ..., 0, 0,\n", " 0],\n", " [ 0, 0, 0, ..., 0, 0,\n", " 0]], dtype=uint32)\n", "Coordinates:\n", " * x (x) float64 -179.7 -179.2 -178.6 -178.1 ... 178.1 178.6 179.2 179.7\n", " * y (y) float64 -89.78 -89.35 -88.91 -88.48 ... 82.13 82.56 82.99 83.43" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import datashader as ds\n", "cvs = ds.Canvas(plot_width=650, plot_height=400)\n", "agg = cvs.polygons(world_df, geometry='geometry', agg=ds.mean('pop_est'))\n", "ds.transfer_functions.shade(agg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualizing geometry arrays interactively with Datashader and HoloViews\n", "By combining `datashader` and a `HoloViews` `DynamicMap`, `spatialpandas` geometry arrays can be rendered interactively." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "application/javascript": [ "\n", "(function(root) {\n", " function now() {\n", " return new Date();\n", " }\n", "\n", " var force = true;\n", "\n", " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", " root._bokeh_onload_callbacks = [];\n", " root._bokeh_is_loading = undefined;\n", " }\n", "\n", " var JS_MIME_TYPE = 'application/javascript';\n", " var HTML_MIME_TYPE = 'text/html';\n", " var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", " var CLASS_NAME = 'output_bokeh rendered_html';\n", "\n", " /**\n", " * Render data to the DOM node\n", " */\n", " function render(props, node) {\n", " var script = document.createElement(\"script\");\n", " 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\\n\"+\n", " \"

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

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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(t,e){var n,i,r,o,s;t.Bokeh=(n=[function(t,e,n){var i=t(160),r=t(35);n.overrides={};var o=r.clone(i);n.Models=function(t){var e=n.overrides[t]||o[t];if(null==e)throw new Error(\"Model '\"+t+\"' does not exist. 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u=t(67);n.BoxAnnotation=u.BoxAnnotation;var _=t(68);n.ColorBar=_.ColorBar;var d=t(70);n.Label=d.Label;var p=t(71);n.LabelSet=p.LabelSet;var f=t(72);n.Legend=f.Legend;var m=t(73);n.LegendItem=m.LegendItem;var v=t(74);n.PolyAnnotation=v.PolyAnnotation;var g=t(75);n.Slope=g.Slope;var y=t(76);n.Span=y.Span;var b=t(77);n.TextAnnotation=b.TextAnnotation;var w=t(78);n.Title=w.Title;var x=t(79);n.ToolbarPanel=x.ToolbarPanel;var A=t(80);n.Tooltip=A.Tooltip;var k=t(81);n.Whisker=k.Whisker},function(t,e,n){var i=t(426),r=t(77),o=t(5),s=t(18),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.visuals.warm_cache()},e.prototype._get_size=function(){var t=this.plot_view.canvas_view.ctx;this.visuals.text.set_value(t);var e=t.measureText(this.model.text),n=e.width,i=e.ascent;return{width:n,height:i}},e.prototype.render=function(){if(this.model.visible||\"css\"!=this.model.render_mode||o.undisplay(this.el),this.model.visible){var t;switch(this.model.angle_units){case\"rad\":t=-this.model.angle;break;case\"deg\":t=-this.model.angle*Math.PI/180;break;default:throw new Error(\"unreachable code\")}var e=null!=this.panel?this.panel:this.plot_view.frame,n=this.plot_view.frame.xscales[this.model.x_range_name],i=this.plot_view.frame.yscales[this.model.y_range_name],r=\"data\"==this.model.x_units?n.compute(this.model.x):e.xview.compute(this.model.x),s=\"data\"==this.model.y_units?i.compute(this.model.y):e.yview.compute(this.model.y);r+=this.model.x_offset,s-=this.model.y_offset;var a=\"canvas\"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this);a(this.plot_view.canvas_view.ctx,this.model.text,r,s,t)}},e.__name__=\"LabelView\",e}(r.TextAnnotationView);n.LabelView=a;var l=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=a,this.mixins([\"text\",\"line:border_\",\"fill:background_\"]),this.define({x:[s.Number],x_units:[s.SpatialUnits,\"data\"],y:[s.Number],y_units:[s.SpatialUnits,\"data\"],text:[s.String],angle:[s.Angle,0],angle_units:[s.AngleUnits,\"rad\"],x_offset:[s.Number,0],y_offset:[s.Number,0],x_range_name:[s.String,\"default\"],y_range_name:[s.String,\"default\"]}),this.override({background_fill_color:null,border_line_color:null})},e.__name__=\"Label\",e}(r.TextAnnotation);n.Label=l,l.initClass()},function(t,e,n){var i=t(426),r=t(77),o=t(212),s=t(5),a=t(18),l=t(303),c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(){if(t.prototype.initialize.call(this),this.set_data(this.model.source),\"css\"==this.model.render_mode)for(var e=0,n=this._text.length;e0?(this.el.style.top=p+\"px\",this.el.style.left=d+\"px\"):o.undisplay(this.el)}},e.__name__=\"TooltipView\",e}(r.AnnotationView);n.TooltipView=h;var u=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=h,this.define({attachment:[s.TooltipAttachment,\"horizontal\"],inner_only:[s.Boolean,!0],show_arrow:[s.Boolean,!0]}),this.override({level:\"overlay\"}),this.internal({data:[s.Any,[]],custom:[s.Any]})},e.prototype.clear=function(){this.data=[]},e.prototype.add=function(t,e,n){this.data=this.data.concat([[t,e,n]])},e.__name__=\"Tooltip\",e}(r.Annotation);n.Tooltip=u,u.initClass()},function(t,e,n){var i=t(426),r=t(63),o=t(212),s=t(65),a=t(18),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.set_data(this.model.source)},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.source.streaming,function(){return e.set_data(e.model.source)}),this.connect(this.model.source.patching,function(){return e.set_data(e.model.source)}),this.connect(this.model.source.change,function(){return e.set_data(e.model.source)})},e.prototype.set_data=function(e){t.prototype.set_data.call(this,e),this.visuals.warm_cache(e),this.plot_view.request_render()},e.prototype._map_data=function(){var t,e,n,i=this.plot_view.frame,r=this.model.dimension,o=i.xscales[this.model.x_range_name],s=i.yscales[this.model.y_range_name],a=\"height\"==r?s:o,l=\"height\"==r?o:s,c=\"height\"==r?i.yview:i.xview,h=\"height\"==r?i.xview:i.yview;t=\"data\"==this.model.properties.lower.units?a.v_compute(this._lower):c.v_compute(this._lower),e=\"data\"==this.model.properties.upper.units?a.v_compute(this._upper):c.v_compute(this._upper),n=\"data\"==this.model.properties.base.units?l.v_compute(this._base):h.v_compute(this._base);var u=\"height\"==r?[1,0]:[0,1],_=u[0],d=u[1],p=[t,n],f=[e,n];this._lower_sx=p[_],this._lower_sy=p[d],this._upper_sx=f[_],this._upper_sy=f[d]},e.prototype.render=function(){if(this.model.visible){this._map_data();var t=this.plot_view.canvas_view.ctx;if(this.visuals.line.doit)for(var e=0,n=this._lower_sx.length;eu&&(u=f)}return u>0&&(u+=i),u},Object.defineProperty(e.prototype,\"normals\",{get:function(){return this.panel.normals},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"dimension\",{get:function(){return this.panel.dimension},enumerable:!0,configurable:!0}),e.prototype.compute_labels=function(t){for(var e=this.model.formatter.doFormat(t,this),n=0;nc(l-_)?(i=u(h(o,s),l),r=h(u(o,s),_)):(i=h(o,s),r=u(o,s)),[i,r]}throw new Error(\"user bounds '\"+e+\"' not understood\")},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"rule_coords\",{get:function(){var t=this.dimension,e=(t+1)%2,n=this.ranges[0],i=this.computed_bounds,r=i[0],o=i[1],s=new 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r.end}},enumerable:!0,configurable:!0}),e.prototype.serializable_state=function(){return i.__assign({},t.prototype.serializable_state.call(this),{bbox:this.layout.bbox.box})},e.__name__=\"AxisView\",e}(r.GuideRendererView);n.AxisView=_;var d=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=_,this.mixins([\"line:axis_\",\"line:major_tick_\",\"line:minor_tick_\",\"text:major_label_\",\"text:axis_label_\"]),this.define({bounds:[o.Any,\"auto\"],ticker:[o.Instance],formatter:[o.Instance],x_range_name:[o.String,\"default\"],y_range_name:[o.String,\"default\"],axis_label:[o.String,\"\"],axis_label_standoff:[o.Int,5],major_label_standoff:[o.Int,5],major_label_orientation:[o.Any,\"horizontal\"],major_label_overrides:[o.Any,{}],major_tick_in:[o.Number,2],major_tick_out:[o.Number,6],minor_tick_in:[o.Number,0],minor_tick_out:[o.Number,4],fixed_location:[o.Any,null]}),this.override({axis_line_color:\"black\",major_tick_line_color:\"black\",minor_tick_line_color:\"black\",major_label_text_font_size:\"8pt\",major_label_text_align:\"center\",major_label_text_baseline:\"alphabetic\",axis_label_text_font_size:\"10pt\",axis_label_text_font_style:\"italic\"})},e.__name__=\"Axis\",e}(r.GuideRenderer);n.Axis=d,d.initClass()},function(t,e,n){var i=t(426),r=t(82),o=t(226),s=t(108),a=t(18),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._render=function(t,e,n){this._draw_group_separators(t,e,n)},e.prototype._draw_group_separators=function(t,e,n){var i,r=this.ranges[0],o=this.computed_bounds,s=o[0],a=o[1];if(r.tops&&!(r.tops.length<2)&&this.visuals.separator_line.doit){for(var l=this.dimension,c=(l+1)%2,h=[[],[]],u=0,_=0;_s&&m1&&(l.tops[e]=a.tops),l.tops[n]=a.tops.map(function(e){return t.loc}),l},enumerable:!0,configurable:!0}),e.__name__=\"CategoricalAxisView\",e}(r.AxisView);n.CategoricalAxisView=l;var c=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=l,this.mixins([\"line:separator_\",\"text:group_\",\"text:subgroup_\"]),this.define({group_label_orientation:[a.Any,\"parallel\"],subgroup_label_orientation:[a.Any,\"parallel\"]}),this.override({ticker:function(){return new o.CategoricalTicker},formatter:function(){return new s.CategoricalTickFormatter},separator_line_color:\"lightgrey\",separator_line_width:2,group_text_font_style:\"bold\",group_text_font_size:\"8pt\",group_text_color:\"grey\",subgroup_text_font_style:\"bold\",subgroup_text_font_size:\"8pt\"})},e.__name__=\"CategoricalAxis\",e}(r.Axis);n.CategoricalAxis=c,c.initClass()},function(t,e,n){var i=t(426),r=t(82),o=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.__name__=\"ContinuousAxis\",e}(r.Axis);n.ContinuousAxis=o},function(t,e,n){var i=t(426),r=t(87),o=t(109),s=t(229),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.__name__=\"DatetimeAxisView\",e}(r.LinearAxisView);n.DatetimeAxisView=a;var l=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=a,this.override({ticker:function(){return new s.DatetimeTicker},formatter:function(){return new o.DatetimeTickFormatter}})},e.__name__=\"DatetimeAxis\",e}(r.LinearAxis);n.DatetimeAxis=l,l.initClass()},function(t,e,n){var i=t(82);n.Axis=i.Axis;var r=t(83);n.CategoricalAxis=r.CategoricalAxis;var o=t(84);n.ContinuousAxis=o.ContinuousAxis;var s=t(85);n.DatetimeAxis=s.DatetimeAxis;var a=t(87);n.LinearAxis=a.LinearAxis;var l=t(88);n.LogAxis=l.LogAxis;var c=t(89);n.MercatorAxis=c.MercatorAxis},function(t,e,n){var i=t(426),r=t(82),o=t(84),s=t(107),a=t(225),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.__name__=\"LinearAxisView\",e}(r.AxisView);n.LinearAxisView=l;var c=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=l,this.override({ticker:function(){return new a.BasicTicker},formatter:function(){return new s.BasicTickFormatter}})},e.__name__=\"LinearAxis\",e}(o.ContinuousAxis);n.LinearAxis=c,c.initClass()},function(t,e,n){var i=t(426),r=t(82),o=t(84),s=t(112),a=t(233),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.__name__=\"LogAxisView\",e}(r.AxisView);n.LogAxisView=l;var c=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=l,this.override({ticker:function(){return new a.LogTicker},formatter:function(){return new s.LogTickFormatter}})},e.__name__=\"LogAxis\",e}(o.ContinuousAxis);n.LogAxis=c,c.initClass()},function(t,e,n){var i=t(426),r=t(82),o=t(87),s=t(113),a=t(234),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.__name__=\"MercatorAxisView\",e}(r.AxisView);n.MercatorAxisView=l;var c=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=l,this.override({ticker:function(){return new a.MercatorTicker({dimension:\"lat\"})},formatter:function(){return new s.MercatorTickFormatter({dimension:\"lat\"})}})},e.__name__=\"MercatorAxis\",e}(o.LinearAxis);n.MercatorAxis=c,c.initClass()},function(t,e,n){var i=t(426),r=t(62),o=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.__name__=\"Callback\",e}(r.Model);n.Callback=o},function(t,e,n){var i=t(426),r=t(90),o=t(18),s=t(35),a=t(40),l=function(e){function n(t){return e.call(this,t)||this}return i.__extends(n,e),n.initClass=function(){this.define({args:[o.Any,{}],code:[o.String,\"\"],use_strict:[o.Boolean,!1]})},Object.defineProperty(n.prototype,\"names\",{get:function(){return s.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"values\",{get:function(){return 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e=o.replace_placeholders(n.url,i,t);n.same_tab?window.location.href=e:window.open(e)},s=i.selected,a=0,l=s.indices;a0?a.every(e,l.isBoolean)?(e.length!==t.get_length()&&s.logger.warn(\"BooleanFilter \"+this.id+\": length of booleans doesn't match data source\"),a.range(0,e.length).filter(function(t){return!0===e[t]})):(s.logger.warn(\"BooleanFilter \"+this.id+\": booleans should be array of booleans, defaulting to no filtering\"),null):(null!=e&&0==e.length?s.logger.warn(\"BooleanFilter \"+this.id+\": booleans is empty, defaulting to no filtering\"):s.logger.warn(\"BooleanFilter \"+this.id+\": booleans was not set, defaulting to no filtering\"),null)},e.__name__=\"BooleanFilter\",e}(r.Filter);n.BooleanFilter=c,c.initClass()},function(t,e,n){var i=t(426),r=t(103),o=t(18),s=t(35),a=t(40),l=function(e){function n(t){return e.call(this,t)||this}return i.__extends(n,e),n.initClass=function(){this.define({args:[o.Any,{}],code:[o.String,\"\"],use_strict:[o.Boolean,!1]})},Object.defineProperty(n.prototype,\"names\",{get:function(){return s.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"values\",{get:function(){return s.values(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"func\",{get:function(){var t=this.use_strict?a.use_strict(this.code):this.code;return new(Function.bind.apply(Function,[void 0].concat(this.names,[\"source\",\"require\",\"exports\",t])))},enumerable:!0,configurable:!0}),n.prototype.compute_indices=function(n){return this.filter=this.func.apply(this,this.values.concat([n,t,{}])),e.prototype.compute_indices.call(this,n)},n.__name__=\"CustomJSFilter\",n}(r.Filter);n.CustomJSFilter=l,l.initClass()},function(t,e,n){var i=t(426),r=t(62),o=t(18),s=t(46),a=t(24),l=t(17),c=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({filter:[o.Array,null]})},e.prototype.compute_indices=function(t){var e=this.filter;return null!=e&&e.length>=0?s.isArrayOf(e,s.isBoolean)?a.range(0,e.length).filter(function(t){return!0===e[t]}):s.isArrayOf(e,s.isInteger)?e:(l.logger.warn(\"Filter \"+this.id+\": filter should either be array of only booleans or only integers, defaulting to no filtering\"),null):(l.logger.warn(\"Filter \"+this.id+\": filter was not set to be an array, defaulting to no filtering\"),null)},e.__name__=\"Filter\",e}(r.Model);n.Filter=c,c.initClass()},function(t,e,n){var i=t(426),r=t(103),o=t(18),s=t(17),a=t(24),l=function(t){function e(e){var n=t.call(this,e)||this;return n.indices=null,n}return i.__extends(e,t),e.initClass=function(){this.define({column_name:[o.String],group:[o.String]})},e.prototype.compute_indices=function(t){var e=this,n=t.get_column(this.column_name);return null==n?(s.logger.warn(\"group filter: groupby column not found in data 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r=0,o=t;rn&&(l>=this.scientific_limit_high||l<=this.scientific_limit_low)){i=!0;break}}var c=new Array(t.length),h=this.precision;if(null==h||s.isNumber(h))if(i)for(var u=0,_=t.length;u<_;u++)c[u]=t[u].toExponential(h||void 0);else for(var u=0,_=t.length;u<_;u++)c[u]=t[u].toFixed(h||void 0).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\");else for(var d=this.last_precision,p=this.last_precision<=15;p?d<=15:d>=15;p?d++:d--){var f=!0;if(i){for(var u=0,_=t.length;u<_;u++)if(c[u]=t[u].toExponential(d),u>0&&c[u]===c[u-1]){f=!1;break}if(f)break}else{for(var u=0,_=t.length;u<_;u++)if(c[u]=t[u].toFixed(d).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\"),u>0&&c[u]==c[u-1]){f=!1;break}if(f)break}if(f){this.last_precision=d;break}}return c},e.__name__=\"BasicTickFormatter\",e}(r.TickFormatter);n.BasicTickFormatter=a,a.initClass()},function(t,e,n){var i=t(426),r=t(116),o=t(24),s=function(t){function e(e){return t.call(this,e)||this}return 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i.__extends(e,t),e.initClass=function(){this.define({microseconds:[a.Array,[\"%fus\"]],milliseconds:[a.Array,[\"%3Nms\",\"%S.%3Ns\"]],seconds:[a.Array,[\"%Ss\"]],minsec:[a.Array,[\":%M:%S\"]],minutes:[a.Array,[\":%M\",\"%Mm\"]],hourmin:[a.Array,[\"%H:%M\"]],hours:[a.Array,[\"%Hh\",\"%H:%M\"]],days:[a.Array,[\"%m/%d\",\"%a%d\"]],months:[a.Array,[\"%m/%Y\",\"%b %Y\"]],years:[a.Array,[\"%Y\"]]})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this._update_width_formats()},e.prototype._update_width_formats=function(){var t=+r(new Date),e=function(e){var n=e.map(function(e){return _(t,e).length}),i=c.sort_by(c.zip(n,e),function(t){var e=t[0];return e});return c.unzip(i)};this._width_formats={microseconds:e(this.microseconds),milliseconds:e(this.milliseconds),seconds:e(this.seconds),minsec:e(this.minsec),minutes:e(this.minutes),hourmin:e(this.hourmin),hours:e(this.hours),days:e(this.days),months:e(this.months),years:e(this.years)}},e.prototype._get_resolution_str=function(t,e){var n=1.1*t;switch(!1){case!(n<.001):return\"microseconds\";case!(n<1):return\"milliseconds\";case!(n<60):return e>=60?\"minsec\":\"seconds\";case!(n<3600):return e>=3600?\"hourmin\":\"minutes\";case!(n<86400):return\"hours\";case!(n<2678400):return\"days\";case!(n<31536e3):return\"months\";default:return\"years\"}},e.prototype.doFormat=function(t,e){if(0==t.length)return[];for(var n=Math.abs(t[t.length-1]-t[0])/1e3,i=n/(t.length-1),r=this._get_resolution_str(i,n),o=this._width_formats[r],a=o[1][0],l=[],c=d.indexOf(r),h={},p=0,f=d;p0&&r[o]==r[o-1]){i=!0;break}return i?this.basic_formatter.doFormat(t,e):r},e.__name__=\"LogTickFormatter\",e}(r.TickFormatter);n.LogTickFormatter=l,l.initClass()},function(t,e,n){var i=t(426),r=t(107),o=t(18),s=t(36),a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({dimension:[o.LatLon]})},e.prototype.doFormat=function(e,n){if(null==this.dimension)throw new Error(\"MercatorTickFormatter.dimension not configured\");if(0==e.length)return[];var i=e.length,r=new Array(i);if(\"lon\"==this.dimension)for(var o=0;o=x&&v.push([b,C])}for(var T=this.model.properties.direction.value(),S=[],M=0,E=v;M=w&&m.push([y,k])}return o.create_hit_test_result_from_hits(m)},e.prototype.draw_legend_for_index=function(t,e,n){var i=e.x0,r=e.y0,o=e.x1,s=e.y1,a=n+1,l=new Array(a);l[n]=(i+o)/2;var c=new Array(a);c[n]=(r+s)/2;var h=.5*Math.min(Math.abs(o-i),Math.abs(s-r)),u=new Array(a);u[n]=.4*h;var _=new Array(a);_[n]=.8*h,this._render(t,[n],{sx:l,sy:c,sinner_radius:u,souter_radius:_})},e.__name__=\"AnnulusView\",e}(r.XYGlyphView);n.AnnulusView=l;var c=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=l,this.mixins([\"line\",\"fill\"]),this.define({inner_radius:[s.DistanceSpec],outer_radius:[s.DistanceSpec]})},e.__name__=\"Annulus\",e}(r.XYGlyph);n.Annulus=c,c.initClass()},function(t,e,n){var i=t(426),r=t(153),o=t(149),s=t(18),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._map_data=function(){\"data\"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this._radius):this.sradius=this._radius},e.prototype._render=function(t,e,n){var i=n.sx,r=n.sy,o=n.sradius,s=n._start_angle,a=n._end_angle;if(this.visuals.line.doit)for(var l=this.model.properties.direction.value(),c=0,h=e;c1?(_[n]=u,d[n]=u/h):(_[n]=u*h,d[n]=u),this._render(t,[n],{sx:l,sy:c,sw:_,sh:d,_angle:[0]})},e.prototype._bounds=function(t){var e=t.x0,n=t.x1,i=t.y0,r=t.y1;return{x0:e-this.max_w2,x1:n+this.max_w2,y0:i-this.max_h2,y1:r+this.max_h2}},e.__name__=\"EllipseOvalView\",e}(r.CenterRotatableView);n.EllipseOvalView=s;var a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.__name__=\"EllipseOval\",e}(r.CenterRotatable);n.EllipseOval=a},function(t,e,n){var i=t(426),r=t(9),o=t(18),s=t(27),a=t(36),l=t(51),c=t(50),h=t(62),u=t(17),_=t(25),d=t(35),p=t(46),f=t(136),m=t(192),v=function(e){function n(){var t=null!==e&&e.apply(this,arguments)||this;return t._nohit_warned={},t}return i.__extends(n,e),Object.defineProperty(n.prototype,\"renderer\",{get:function(){return this.parent},enumerable:!0,configurable:!0}),n.prototype.initialize=function(){e.prototype.initialize.call(this),this._nohit_warned={},this.visuals=new l.Visuals(this.model);var n=this.renderer.plot_view.gl;if(null!=n){var i=null;try{i=t(508)}catch(t){if(\"MODULE_NOT_FOUND\"!==t.code)throw t;u.logger.warn(\"WebGL was requested and is supported, but bokeh-gl(.min).js is not available, falling back to 2D rendering.\")}if(null!=i){var r=i[this.model.type+\"GLGlyph\"];null!=r&&(this.glglyph=new r(n.ctx,this))}}},n.prototype.set_visuals=function(t){this.visuals.warm_cache(t),null!=this.glglyph&&this.glglyph.set_visuals_changed()},n.prototype.render=function(t,e,n){t.beginPath(),null!=this.glglyph&&this.glglyph.render(t,e,n)||this._render(t,e,n)},n.prototype.has_finished=function(){return!0},n.prototype.notify_finished=function(){this.renderer.notify_finished()},n.prototype._bounds=function(t){return t},n.prototype.bounds=function(){return this._bounds(this.index.bbox)},n.prototype.log_bounds=function(){for(var t=s.empty(),e=this.index.search(s.positive_x()),n=0,i=e;nt.x1&&(t.x1=r.x1)}for(var o=this.index.search(s.positive_y()),a=0,l=o;at.y1&&(t.y1=c.y1)}return this._bounds(t)},n.prototype.get_anchor_point=function(t,e,n){var i=n[0],r=n[1];switch(t){case\"center\":return{x:this.scenterx(e,i,r),y:this.scentery(e,i,r)};default:return null}},n.prototype.sdist=function(t,e,n,i,r){var o,s;void 0===i&&(i=\"edge\"),void 0===r&&(r=!1);var a=e.length;if(\"center\"==i){var l=_.map(n,function(t){return t/2});o=new Float64Array(a);for(var c=0;c=0;o--)t.lineTo(n[o],i[o]);t.closePath(),r.call(t)},e.prototype._render=function(t,e,n){var i=this,r=n.sx1,o=n.sx2,s=n.sy;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner(t,r,o,s,t.fill)),this.visuals.hatch.doit2(t,0,function(){return i._inner(t,r,o,s,t.fill)},function(){return i.renderer.request_render()})},e.prototype._hit_point=function(t){for(var e=this,n=s.create_empty_hit_test_result(),i=this.sy.length,r=new Float64Array(2*i),o=new Float64Array(2*i),a=0,l=i;a0){i=this._image[e];var r=this._image_shape[e];this._height[e]=r[0],this._width[e]=r[1]}else{var o=this._image[e];i=a.concat(o),this._height[e]=o.length,this._width[e]=o[0].length}var s=t.v_compute(i);this._set_image_data_from_buffer(e,s)}},e.prototype._render=function(t,e,n){var i=n.image_data,r=n.sx,o=n.sy,s=n.sw,a=n.sh,l=t.getImageSmoothingEnabled();t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.global_alpha;for(var c=0,h=e;c0){i=this._image[e].buffer;var r=this._image_shape[e];this._height[e]=r[0],this._width[e]=r[1]}else{var s=this._image[e],a=o.concat(s);i=new ArrayBuffer(4*a.length);for(var l=new Uint32Array(i),c=0,h=a.length;c0?(o.logger.trace(\"ImageURL failed to load \"+a+\" image, retrying in \"+i+\" ms\"),setTimeout(function(){return l.src=a},i)):o.logger.warn(\"ImageURL unable to load \"+a+\" image after \"+n+\" retries\"),t.retries[e]-=1},l.onload=function(){t.image[e]=l,t.renderer.request_render()},l.src=a},s=this,l=0,c=this._url.length;l1&&(t.stroke(),o=!1)}o?t.lineTo(i[c],r[c]):(t.beginPath(),t.moveTo(i[c],r[c]),o=!0),s=c}o&&t.stroke()},e.prototype._hit_point=function(t){for(var e=this,n=s.create_empty_hit_test_result(),i={x:t.sx,y:t.sy},r=9999,o=Math.max(2,this.visuals.line.line_width.value()/2),a=0,l=this.sx.length-1;a0&&(l[c]=u)}return a.indices=s.keys(l).map(function(t){return parseInt(t,10)}),a.multiline_indices=l,a},e.prototype.get_interpolation_hit=function(t,e,n){var i=[this._xs[t][e],this._ys[t][e],this._xs[t][e+1],this._ys[t][e+1]],r=i[0],o=i[1],s=i[2],a=i[3];return h.line_interpolation(this.renderer,n,r,o,s,a)},e.prototype.draw_legend_for_index=function(t,e,n){h.generic_line_legend(this.visuals,t,e,n)},e.prototype.scenterx=function(){throw new Error(\"not implemented\")},e.prototype.scentery=function(){throw new Error(\"not implemented\")},e.__name__=\"MultiLineView\",e}(c.GlyphView);n.MultiLineView=u;var _=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=u,this.coords([[\"xs\",\"ys\"]]),this.mixins([\"line\"])},e.__name__=\"MultiLine\",e}(c.Glyph);n.MultiLine=_,_.initClass()},function(t,e,n){var i=t(426),r=t(39),o=t(127),s=t(149),a=t(24),l=t(25),c=t(9),h=t(46),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._index_data=function(){for(var t=[],e=0,n=this._xs.length;e1)for(var s=1,l=this._xs[e][i].length;s1){for(var v=!1,g=1;g0;){var o=a.find_last_index(r,function(t){return c.isStrictNaN(t)}),s=void 0;o>=0?s=r.splice(o):(s=r,r=[]);var l=s.filter(function(t){return!c.isStrictNaN(t)});e[n].push(l)}}return e},e.prototype._index_data=function(){for(var t=this._build_discontinuous_object(this._xs),e=this._build_discontinuous_object(this._ys),n=[],i=0,o=this._xs.length;i=0,b=n-this.sy1[a]<=this.sh[a]&&n-this.sy1[a]>=0;b&&w&&v.push(a)}var T=s.create_empty_hit_test_result();return T.indices=v,T},e.prototype._map_dist_corner_for_data_side_length=function(t,e,n){for(var i=t.length,r=new Float64Array(i),o=new Float64Array(i),s=0;s1&&(t.stroke(),u=!1)}u?(t.lineTo(v,y),t.lineTo(g,b)):(t.beginPath(),t.moveTo(c[m],h[m]),u=!0),_=m}t.lineTo(c[d-1],h[d-1]),t.stroke()}},e.prototype.draw_legend_for_index=function(t,e,n){o.generic_line_legend(this.visuals,t,e,n)},e.__name__=\"StepView\",e}(r.XYGlyphView);n.StepView=a;var l=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=a,this.mixins([\"line\"]),this.define({mode:[s.StepMode,\"before\"]})},e.__name__=\"Step\",e}(r.XYGlyph);n.Step=l,l.initClass()},function(t,e,n){var i=t(426),r=t(153),o=t(9),s=t(18),a=t(43),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._rotate_point=function(t,e,n,i,r){var o=(t-n)*Math.cos(r)-(e-i)*Math.sin(r)+n,s=(t-n)*Math.sin(r)+(e-i)*Math.cos(r)+i;return[o,s]},e.prototype._text_bounds=function(t,e,n,i){var r=[t,t+n,t+n,t,t],o=[e,e,e-i,e-i,e];return[r,o]},e.prototype._render=function(t,e,n){var i=n.sx,r=n.sy,o=n._x_offset,s=n._y_offset,l=n._angle,c=n._text;this._sys=[],this._sxs=[];for(var h=0,u=e;h=0;o--)t.lineTo(e[o],i[o]);t.closePath(),r.call(t)},e.prototype._render=function(t,e,n){var i=this,r=n.sx,o=n.sy1,s=n.sy2;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner(t,r,o,s,t.fill)),this.visuals.hatch.doit2(t,0,function(){return i._inner(t,r,o,s,t.fill)},function(){return i.renderer.request_render()})},e.prototype.scenterx=function(t){return this.sx[t]},e.prototype.scentery=function(t){return(this.sy1[t]+this.sy2[t])/2},e.prototype._hit_point=function(t){for(var e=this,n=s.create_empty_hit_test_result(),i=this.sx.length,r=new Float64Array(2*i),o=new Float64Array(2*i),a=0,l=i;ao[1]&&(n=o[1]);else{e=o[0],n=o[1];for(var a=0,l=this.plot_view.axis_views;a0||b>0)return{width:y>0?y:void 0,height:b>0?b:void 0}}return{}})},e.prototype.serializable_state=function(){return i.__assign({},t.prototype.serializable_state.call(this),{bbox:this.layout.bbox.box,children:this.child_views.map(function(t){return t.serializable_state()})})},e.__name__=\"LayoutDOMView\",e}(h.DOMView);n.LayoutDOMView=_;var d=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({width:[l.Number,null],height:[l.Number,null],min_width:[l.Number,null],min_height:[l.Number,null],max_width:[l.Number,null],max_height:[l.Number,null],margin:[l.Any,[0,0,0,0]],width_policy:[l.Any,\"auto\"],height_policy:[l.Any,\"auto\"],aspect_ratio:[l.Any,null],sizing_mode:[l.SizingMode,null],visible:[l.Boolean,!0],disabled:[l.Boolean,!1],align:[l.Any,\"start\"],background:[l.Color,null],css_classes:[l.Array,[]]})},e.__name__=\"LayoutDOM\",e}(r.Model);n.LayoutDOM=d,d.initClass()},function(t,e,n){var i=t(426),r=t(161),o=t(11),s=t(18),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._update_layout=function(){var t=this.child_views.map(function(t){return t.layout});this.layout=new o.Row(t),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())},e.__name__=\"RowView\",e}(r.BoxView);n.RowView=a;var l=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=a,this.define({cols:[s.Any,\"auto\"]})},e.__name__=\"Row\",e}(r.Box);n.Row=l,l.initClass()},function(t,e,n){var i=t(426),r=t(166),o=t(13),s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),Object.defineProperty(e.prototype,\"child_models\",{get:function(){return[]},enumerable:!0,configurable:!0}),e.prototype._update_layout=function(){this.layout=new o.LayoutItem,this.layout.set_sizing(this.box_sizing())},e.__name__=\"SpacerView\",e}(r.LayoutDOMView);n.SpacerView=s;var a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=s},e.__name__=\"Spacer\",e}(r.LayoutDOM);n.Spacer=a,a.initClass()},function(t,e,n){var i=t(426),r=t(13),o=t(5),s=t(24),a=t(18),l=t(166),c=t(62),h=t(309),u=t(312),_=t(304),d=t(308),p=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.tabs.change,function(){return e.rebuild()}),this.connect(this.model.properties.active.change,function(){return e.on_active_change()})},Object.defineProperty(e.prototype,\"child_models\",{get:function(){return this.model.tabs.map(function(t){return t.child})},enumerable:!0,configurable:!0}),e.prototype._update_layout=function(){var t=this.model.tabs_location,e=\"above\"==t||\"below\"==t,n=this.scroll_el,a=this.headers_el;this.header=new(function(t){function r(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(r,t),r.prototype._measure=function(i){var r=o.size(n),l=o.children(a).slice(0,3).map(function(t){return o.size(t)}),c=t.prototype._measure.call(this,i),h=c.width,u=c.height;if(e){var _=r.width+s.sum(l.map(function(t){return t.width}));return{width:i.width!=1/0?i.width:_,height:u}}var d=r.height+s.sum(l.map(function(t){return t.height}));return{width:h,height:i.height!=1/0?i.height:d}},r}(r.ContentBox))(this.header_el),e?this.header.set_sizing({width_policy:\"fit\",height_policy:\"fixed\"}):this.header.set_sizing({width_policy:\"fixed\",height_policy:\"fit\"});var l=1,c=1;switch(t){case\"above\":l-=1;break;case\"below\":l+=1;break;case\"left\":c-=1;break;case\"right\":c+=1}var h={layout:this.header,row:l,col:c},u=this.child_views.map(function(t){return{layout:t.layout,row:1,col:1}});this.layout=new r.Grid([h].concat(u)),this.layout.set_sizing(this.box_sizing())},e.prototype.update_position=function(){t.prototype.update_position.call(this),this.header_el.style.position=\"absolute\",o.position(this.header_el,this.header.bbox);var e=this.model.tabs_location,n=\"above\"==e||\"below\"==e,i=o.size(this.scroll_el),r=o.scroll_size(this.headers_el);if(n){var s=this.header.bbox.width;r.width>s?(this.wrapper_el.style.maxWidth=s-i.width+\"px\",o.display(this.scroll_el)):(this.wrapper_el.style.maxWidth=\"\",o.undisplay(this.scroll_el))}else{var a=this.header.bbox.height;r.height>a?(this.wrapper_el.style.maxHeight=a-i.height+\"px\",o.display(this.scroll_el)):(this.wrapper_el.style.maxHeight=\"\",o.undisplay(this.scroll_el))}for(var l=this.child_views,c=0,h=l;cn-1&&(e.model.active=n-1)}}),r.appendChild(a)}return r});this.headers_el=o.div({class:[u.bk_headers]},a),this.wrapper_el=o.div({class:u.bk_headers_wrapper},this.headers_el);var l=o.div({class:[_.bk_btn,_.bk_btn_default],disabled:\"\"},o.div({class:[d.bk_caret,h.bk_left]})),c=o.div({class:[_.bk_btn,_.bk_btn_default]},o.div({class:[d.bk_caret,h.bk_right]})),p=0,f=function(t){return function(){var n=e.model.tabs.length;0==(p=\"left\"==t?Math.max(p-1,0):Math.min(p+1,n-1))?l.setAttribute(\"disabled\",\"\"):l.removeAttribute(\"disabled\"),p==n-1?c.setAttribute(\"disabled\",\"\"):c.removeAttribute(\"disabled\");var i=o.children(e.headers_el).slice(0,p).map(function(t){return t.getBoundingClientRect()});if(r){var a=-s.sum(i.map(function(t){return t.width}));e.headers_el.style.left=a+\"px\"}else{var h=-s.sum(i.map(function(t){return t.height}));e.headers_el.style.top=h+\"px\"}}};l.addEventListener(\"click\",f(\"left\")),c.addEventListener(\"click\",f(\"right\")),this.scroll_el=o.div({class:_.bk_btn_group},l,c),this.header_el=o.div({class:[u.bk_tabs_header,h.bk_side(i)]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)},e.prototype.change_active=function(t){t!=this.model.active&&(this.model.active=t,null!=this.model.callback&&this.model.callback.execute(this.model))},e.prototype.on_active_change=function(){for(var t=this.model.active,e=o.children(this.headers_el),n=0,i=e;n=n.length?c:n[d],s[h]=p},u=0,_=t.length;u<_;u++)h(u,_)}},function(t,e,n){var i=t(426),r=t(172),o=t(180),s=t(18),a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({factors:[s.Array],markers:[s.Array],start:[s.Number,0],end:[s.Number],default_value:[s.MarkerType,\"circle\"]})},e.prototype.v_compute=function(t){var e=new Array(t.length);return r.cat_v_compute(t,this.factors,this.markers,e,this.start,this.end,this.default_value),e},e.__name__=\"CategoricalMarkerMapper\",e}(o.Mapper);n.CategoricalMarkerMapper=a,a.initClass()},function(t,e,n){var i=t(426),r=t(172),o=t(180),s=t(18),a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({factors:[s.Array],patterns:[s.Array],start:[s.Number,0],end:[s.Number],default_value:[s.HatchPatternType,\" \"]})},e.prototype.v_compute=function(t){var e=new Array(t.length);return r.cat_v_compute(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e},e.__name__=\"CategoricalPatternMapper\",e}(o.Mapper);n.CategoricalPatternMapper=a,a.initClass()},function(t,e,n){var i=t(426),r=t(180),o=t(18),s=t(46),a=t(30),l=t(31);function c(t){return s.isNumber(t)?t:(\"#\"!=t[0]&&(t=a.color2hex(t)),9!=t.length&&(t+=\"ff\"),parseInt(t.slice(1),16))}function h(t){for(var e=new Uint32Array(t.length),n=0,i=t.length;nh?null!=a?a:n[h]:n[v]}else e[d]=n[h]}},e.__name__=\"LinearColorMapper\",e}(r.ContinuousColorMapper);n.LinearColorMapper=s},function(t,e,n){var i=t(426),r=t(176),o=t(25),s=null!=Math.log1p?Math.log1p:function(t){return Math.log(1+t)},a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.prototype._v_compute=function(t,e,n,i){for(var r=i.nan_color,a=i.low_color,l=i.high_color,c=n.length,h=null!=this.low?this.low:o.min(t),u=null!=this.high?this.high:o.max(t),_=c/(s(u)-s(h)),d=n.length-1,p=0,f=t.length;pu)e[p]=null!=l?l:n[d];else if(m!=u)if(md&&(g=d),e[p]=n[g]}else e[p]=n[d]}},e.__name__=\"LogColorMapper\",e}(r.ContinuousColorMapper);n.LogColorMapper=a},function(t,e,n){var i=t(426),r=t(297),o=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.prototype.compute=function(t){throw new Error(\"mapping single values is not supported\")},e.__name__=\"Mapper\",e}(r.Transform);n.Mapper=o},function(t,e,n){var i=t(426),r=t(183),o=Math.sqrt(3);function s(t,e){t.moveTo(-e,e),t.lineTo(e,-e),t.moveTo(-e,-e),t.lineTo(e,e)}function a(t,e){t.moveTo(0,e),t.lineTo(0,-e),t.moveTo(-e,0),t.lineTo(e,0)}function l(t,e){t.moveTo(0,e),t.lineTo(e/1.5,0),t.lineTo(0,-e),t.lineTo(-e/1.5,0),t.closePath()}function c(t,e){var n=e*o,i=n/3;t.moveTo(-e,i),t.lineTo(e,i),t.lineTo(0,i-n),t.closePath()}function h(t,e,n,i,r){var o=.65*n;a(t,n),s(t,o),i.doit&&(i.set_vectorize(t,e),t.stroke())}function u(t,e,n,i,r){t.arc(0,0,n,0,2*Math.PI,!1),r.doit&&(r.set_vectorize(t,e),t.fill()),i.doit&&(i.set_vectorize(t,e),a(t,n),t.stroke())}function _(t,e,n,i,r){t.arc(0,0,n,0,2*Math.PI,!1),r.doit&&(r.set_vectorize(t,e),t.fill()),i.doit&&(i.set_vectorize(t,e),s(t,n),t.stroke())}function d(t,e,n,i,r){a(t,n),i.doit&&(i.set_vectorize(t,e),t.stroke())}function p(t,e,n,i,r){l(t,n),r.doit&&(r.set_vectorize(t,e),t.fill()),i.doit&&(i.set_vectorize(t,e),t.stroke())}function f(t,e,n,i,r){l(t,n),r.doit&&(r.set_vectorize(t,e),t.fill()),i.doit&&(i.set_vectorize(t,e),a(t,n),t.stroke())}function m(t,e,n,i,r){!function(t,e){var n=e/2,i=o*n;t.moveTo(e,0),t.lineTo(n,-i),t.lineTo(-n,-i),t.lineTo(-e,0),t.lineTo(-n,i),t.lineTo(n,i),t.closePath()}(t,n),r.doit&&(r.set_vectorize(t,e),t.fill()),i.doit&&(i.set_vectorize(t,e),t.stroke())}function v(t,e,n,i,r){t.rotate(Math.PI),c(t,n),t.rotate(-Math.PI),r.doit&&(r.set_vectorize(t,e),t.fill()),i.doit&&(i.set_vectorize(t,e),t.stroke())}function g(t,e,n,i,r){var o=2*n;t.rect(-n,-n,o,o),r.doit&&(r.set_vectorize(t,e),t.fill()),i.doit&&(i.set_vectorize(t,e),t.stroke())}function y(t,e,n,i,r){var o=2*n;t.rect(-n,-n,o,o),r.doit&&(r.set_vectorize(t,e),t.fill()),i.doit&&(i.set_vectorize(t,e),a(t,n),t.stroke())}function b(t,e,n,i,r){var o=2*n;t.rect(-n,-n,o,o),r.doit&&(r.set_vectorize(t,e),t.fill()),i.doit&&(i.set_vectorize(t,e),s(t,n),t.stroke())}function w(t,e,n,i,r){c(t,n),r.doit&&(r.set_vectorize(t,e),t.fill()),i.doit&&(i.set_vectorize(t,e),t.stroke())}function x(t,e,n,i,r){!function(t,e){t.moveTo(-e,0),t.lineTo(e,0)}(t,n),i.doit&&(i.set_vectorize(t,e),t.stroke())}function A(t,e,n,i,r){s(t,n),i.doit&&(i.set_vectorize(t,e),t.stroke())}function k(t,e){var n,o=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(n,t),n.initClass=function(){this.prototype._render_one=e},n}(r.MarkerView);o.initClass();var s=((n=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=o},e}(r.Marker)).__name__=t,n);return s.initClass(),s}n.Asterisk=k(\"Asterisk\",h),n.CircleCross=k(\"CircleCross\",u),n.CircleX=k(\"CircleX\",_),n.Cross=k(\"Cross\",d),n.Dash=k(\"Dash\",x),n.Diamond=k(\"Diamond\",p),n.DiamondCross=k(\"DiamondCross\",f),n.Hex=k(\"Hex\",m),n.InvertedTriangle=k(\"InvertedTriangle\",v),n.Square=k(\"Square\",g),n.SquareCross=k(\"SquareCross\",y),n.SquareX=k(\"SquareX\",b),n.Triangle=k(\"Triangle\",w),n.X=k(\"X\",A),n.marker_funcs={asterisk:h,circle:function(t,e,n,i,r){t.arc(0,0,n,0,2*Math.PI,!1),r.doit&&(r.set_vectorize(t,e),t.fill()),i.doit&&(i.set_vectorize(t,e),t.stroke())},circle_cross:u,circle_x:_,cross:d,diamond:p,diamond_cross:f,hex:m,inverted_triangle:v,square:g,square_cross:y,square_x:b,triangle:w,dash:x,x:A}},function(t,e,n){var i=t(426);i.__exportStar(t(181),n);var r=t(183);n.Marker=r.Marker;var o=t(184);n.Scatter=o.Scatter},function(t,e,n){var i=t(426),r=t(153),o=t(9),s=t(18),a=t(24),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._render=function(t,e,n){for(var i=n.sx,r=n.sy,o=n._size,s=n._angle,a=0,l=e;a=2){this.map.setZoom(r);var o=this._get_projected_bounds(),s=o[0],a=o[1];a-s<0&&this.map.setZoom(i)}this.unpause()}this._set_bokeh_ranges()},e.prototype._build_map=function(){var t=this,e=google.maps;this.map_types={satellite:e.MapTypeId.SATELLITE,terrain:e.MapTypeId.TERRAIN,roadmap:e.MapTypeId.ROADMAP,hybrid:e.MapTypeId.HYBRID};var n=this.model.map_options,i={center:new e.LatLng(n.lat,n.lng),zoom:n.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[n.map_type],scaleControl:n.scale_control,tilt:n.tilt};null!=n.styles&&(i.styles=JSON.parse(n.styles)),this.map=new e.Map(this.canvas_view.map_el,i),e.event.addListener(this.map,\"idle\",function(){return t._set_bokeh_ranges()}),e.event.addListener(this.map,\"bounds_changed\",function(){return t._set_bokeh_ranges()}),e.event.addListenerOnce(this.map,\"tilesloaded\",function(){return t._render_finished()}),this.connect(this.model.properties.map_options.change,function(){return t._update_options()}),this.connect(this.model.map_options.properties.styles.change,function(){return t._update_styles()}),this.connect(this.model.map_options.properties.lat.change,function(){return t._update_center(\"lat\")}),this.connect(this.model.map_options.properties.lng.change,function(){return t._update_center(\"lng\")}),this.connect(this.model.map_options.properties.zoom.change,function(){return t._update_zoom()}),this.connect(this.model.map_options.properties.map_type.change,function(){return t._update_map_type()}),this.connect(this.model.map_options.properties.scale_control.change,function(){return t._update_scale_control()}),this.connect(this.model.map_options.properties.tilt.change,function(){return t._update_tilt()})},e.prototype._render_finished=function(){this._tiles_loaded=!0,this.notify_finished()},e.prototype.has_finished=function(){return t.prototype.has_finished.call(this)&&!0===this._tiles_loaded},e.prototype._get_latlon_bounds=function(){var t=this.map.getBounds(),e=t.getNorthEast(),n=t.getSouthWest(),i=n.lng(),r=e.lng(),o=n.lat(),s=e.lat();return[i,r,o,s]},e.prototype._get_projected_bounds=function(){var t=this._get_latlon_bounds(),e=t[0],n=t[1],i=t[2],r=t[3],s=o.wgs84_mercator.forward([e,i]),a=s[0],l=s[1],c=o.wgs84_mercator.forward([n,r]),h=c[0],u=c[1];return[a,h,l,u]},e.prototype._set_bokeh_ranges=function(){var t=this._get_projected_bounds(),e=t[0],n=t[1],i=t[2],r=t[3];this.frame.x_range.setv({start:e,end:n}),this.frame.y_range.setv({start:i,end:r})},e.prototype._update_center=function(t){var e=this.map.getCenter().toJSON();e[t]=this.model.map_options[t],this.map.setCenter(e),this._set_bokeh_ranges()},e.prototype._update_map_type=function(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})},e.prototype._update_scale_control=function(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})},e.prototype._update_tilt=function(){this.map.setOptions({tilt:this.model.map_options.tilt})},e.prototype._update_options=function(){this._update_styles(),this._update_center(\"lat\"),this._update_center(\"lng\"),this._update_zoom(),this._update_map_type()},e.prototype._update_styles=function(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})},e.prototype._update_zoom=function(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()},e.prototype._map_hook=function(t,e){var n=e[0],i=e[1],r=e[2],o=e[3];this.canvas_view.map_el.style.top=i+\"px\",this.canvas_view.map_el.style.left=n+\"px\",this.canvas_view.map_el.style.width=r+\"px\",this.canvas_view.map_el.style.height=o+\"px\",null==this.map&&\"undefined\"!=typeof google&&null!=google.maps&&this._build_map()},e.prototype._paint_empty=function(t,e){var n=this.layout._width.value,i=this.layout._height.value,r=e[0],o=e[1],s=e[2],a=e[3];t.clearRect(0,0,n,i),t.beginPath(),t.moveTo(0,0),t.lineTo(0,i),t.lineTo(n,i),t.lineTo(n,0),t.lineTo(0,0),t.moveTo(r,o),t.lineTo(r+s,o),t.lineTo(r+s,o+a),t.lineTo(r,o+a),t.lineTo(r,o),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=this.model.border_fill_color,t.fill())},e.__name__=\"GMapPlotView\",e}(s.PlotView);n.GMapPlotView=l},function(t,e,n){var i=t(185);n.MapOptions=i.MapOptions;var r=t(185);n.GMapOptions=r.GMapOptions;var o=t(185);n.GMapPlot=o.GMapPlot;var s=t(188);n.Plot=s.Plot},function(t,e,n){var i=t(426),r=t(18),o=t(22),s=t(24),a=t(35),l=t(46),c=t(166),h=t(78),u=t(204),_=t(286),d=t(212),p=t(197),f=t(191),m=t(189);n.PlotView=m.PlotView;var v=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=m.PlotView,this.mixins([\"line:outline_\",\"fill:background_\",\"fill:border_\"]),this.define({toolbar:[r.Instance,function(){return new _.Toolbar}],toolbar_location:[r.Location,\"right\"],toolbar_sticky:[r.Boolean,!0],plot_width:[r.Number,600],plot_height:[r.Number,600],frame_width:[r.Number,null],frame_height:[r.Number,null],title:[r.Any,function(){return new h.Title({text:\"\"})}],title_location:[r.Location,\"above\"],above:[r.Array,[]],below:[r.Array,[]],left:[r.Array,[]],right:[r.Array,[]],center:[r.Array,[]],renderers:[r.Array,[]],x_range:[r.Instance,function(){return new f.DataRange1d}],extra_x_ranges:[r.Any,{}],y_range:[r.Instance,function(){return new f.DataRange1d}],extra_y_ranges:[r.Any,{}],x_scale:[r.Instance,function(){return new u.LinearScale}],y_scale:[r.Instance,function(){return new u.LinearScale}],lod_factor:[r.Number,10],lod_interval:[r.Number,300],lod_threshold:[r.Number,2e3],lod_timeout:[r.Number,500],hidpi:[r.Boolean,!0],output_backend:[r.OutputBackend,\"canvas\"],min_border:[r.Number,5],min_border_top:[r.Number,null],min_border_left:[r.Number,null],min_border_bottom:[r.Number,null],min_border_right:[r.Number,null],inner_width:[r.Number],inner_height:[r.Number],outer_width:[r.Number],outer_height:[r.Number],match_aspect:[r.Boolean,!1],aspect_scale:[r.Number,1],reset_policy:[r.ResetPolicy,\"standard\"]}),this.override({outline_line_color:\"#e5e5e5\",border_fill_color:\"#ffffff\",background_fill_color:\"#ffffff\"})},Object.defineProperty(e.prototype,\"width\",{get:function(){var t=this.getv(\"width\");return null!=t?t:this.plot_width},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"height\",{get:function(){var t=this.getv(\"height\");return null!=t?t:this.plot_height},enumerable:!0,configurable:!0}),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.reset=new o.Signal0(this,\"reset\");for(var e=0,n=a.values(this.extra_x_ranges).concat(this.x_range);e=0},n.prototype.can_redo=function(){return this.state.index=c.end&&(r=!0,c.end=_,(e||n)&&(c.start=_+p)),null!=d&&d<=c.start&&(r=!0,c.start=d,(e||n)&&(c.end=d-p))):(null!=_&&_>=c.start&&(r=!0,c.start=_,(e||n)&&(c.end=_+p)),null!=d&&d<=c.end&&(r=!0,c.end=d,(e||n)&&(c.start=d-p)))}}if(!(n&&r&&i))for(var f=0,m=t;f0&&h0&&h>i&&(l=(i-c)/(h-c)),l=Math.max(0,Math.min(1,l))}return l},n.prototype.update_range=function(t,e,n,i){void 0===e&&(e=!1),void 0===n&&(n=!1),void 0===i&&(i=!0),this.pause();var r=this.frame,o=r.x_ranges,s=r.y_ranges;if(null==t){for(var a in o){var l=o[a];l.reset()}for(var c in s){var l=s[c];l.reset()}this.update_dataranges()}else{var h=[];for(var u in o){var l=o[u];h.push([l,t.xrs[u]])}for(var _ in s){var l=s[_];h.push([l,t.yrs[_]])}n&&this._update_ranges_together(h),this._update_ranges_individually(h,e,n,i)}this.unpause()},n.prototype.reset_range=function(){this.update_range(null)},n.prototype._invalidate_layout=function(){var t=this;(function(){for(var e=0,n=t.model.side_panels;e=0&&nt.model.lod_timeout&&e.interactive_stop(t.model),t.request_paint()},this.model.lod_timeout):e.interactive_stop(this.model)}for(var i in this.renderer_views){var r=this.renderer_views[i];if(null==this.range_update_timestamp||r instanceof a.GlyphRendererView&&r.set_data_timestamp>this.range_update_timestamp){this.update_dataranges();break}}var o=this.canvas_view.ctx,s=this.canvas.pixel_ratio;o.save(),o.scale(s,s),o.translate(.5,.5);var l=[this.frame._left.value,this.frame._top.value,this.frame._width.value,this.frame._height.value];if(this._map_hook(o,l),this._paint_empty(o,l),this.prepare_webgl(s,l),this.clear_webgl(),this.visuals.outline_line.doit){o.save(),this.visuals.outline_line.set_value(o);var c=l[0],h=l[1],u=l[2],_=l[3];c+u==this.layout._width.value&&(u-=1),h+_==this.layout._height.value&&(_-=1),o.strokeRect(c,h,u,_),o.restore()}this._paint_levels(o,[\"image\",\"underlay\",\"glyph\"],l,!0),this._paint_levels(o,[\"annotation\"],l,!1),this._paint_levels(o,[\"overlay\"],l,!1),null==this._initial_state_info.range&&this.set_initial_range(),o.restore()}},n.prototype._paint_levels=function(t,e,n,i){for(var r=0,o=e;r0&&(e=e.filter(function(e){return c.includes(t,e.name)})),s.logger.debug(\"computed \"+e.length+\" renderers for DataRange1d \"+this.id);for(var l=0,h=e;l_&&(\"start\"==this.follow?r=i+u*_:\"end\"==this.follow&&(i=r-u*_)),[i,r]},e.prototype.update=function(t,e,n,i){if(!this.have_updated_interactively){var r=this.computed_renderers(),o=this._compute_plot_bounds(r,t);null!=i&&(o=this.adjust_bounds_for_aspect(o,i)),this._plot_bounds[n]=o;var s=this._compute_min_max(this._plot_bounds,e),a=s[0],l=s[1],c=this._compute_range(a,l),h=c[0],u=c[1];null!=this._initial_start&&(\"log\"==this.scale_hint?this._initial_start>0&&(h=this._initial_start):h=this._initial_start),null!=this._initial_end&&(\"log\"==this.scale_hint?this._initial_end>0&&(u=this._initial_end):u=this._initial_end);var _=[this.start,this.end],d=_[0],p=_[1];if(h!=d||u!=p){var f={};h!=d&&(f.start=h),u!=p&&(f.end=u),this.setv(f)}\"auto\"==this.bounds&&this.setv({bounds:[h,u]},{silent:!0}),this.change.emit()}},e.prototype.reset=function(){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()},e.__name__=\"DataRange1d\",e}(r.DataRange);n.DataRange1d=h,h.initClass()},function(t,e,n){var i=t(426),r=t(194),o=t(18),s=t(25),a=t(24),l=t(46);function c(t,e,n){void 0===n&&(n=0);for(var i={},r=0;rthis.end},enumerable:!0,configurable:!0}),e.__name__=\"Range\",e}(r.Model);n.Range=a,a.initClass()},function(t,e,n){var i=t(426),r=t(194),o=t(18),s=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({start:[o.Number,0],end:[o.Number,1],reset_start:[o.Number],reset_end:[o.Number]})},e.prototype._set_auto_bounds=function(){if(\"auto\"==this.bounds){var 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})}},e.prototype.initialize=function(){t.prototype.initialize.call(this),null==this.reset_start&&(this.reset_start=this.start),null==this.reset_end&&(this.reset_end=this.end),this._set_auto_bounds()},Object.defineProperty(e.prototype,\"min\",{get:function(){return Math.min(this.start,this.end)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max\",{get:function(){return Math.max(this.start,this.end)},enumerable:!0,configurable:!0}),e.prototype.reset=function(){this._set_auto_bounds(),this.start!=this.reset_start||this.end!=this.reset_end?this.setv({start:this.reset_start,end:this.reset_end}):this.change.emit()},e.__name__=\"Range1d\",e}(r.Range);n.Range1d=s,s.initClass()},function(t,e,n){var i=t(426),r=t(201),o=t(18),s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.__name__=\"DataRendererView\",e}(r.RendererView);n.DataRendererView=s;var a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({x_range_name:[o.String,\"default\"],y_range_name:[o.String,\"default\"]}),this.override({level:\"glyph\"})},e.__name__=\"DataRenderer\",e}(r.Renderer);n.DataRenderer=a,a.initClass()},function(t,e,n){var i=t(426),r=t(196),o=t(136),s=t(140),a=t(128),l=t(150),c=t(211),h=t(17),u=t(18),_=t(25),d=t(24),p=t(35),f=t(192),m={fill:{},line:{}},v={fill:{fill_alpha:.3,fill_color:\"grey\"},line:{line_alpha:.3,line_color:\"grey\"}},g={fill:{fill_alpha:.2},line:{}},y=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this);var e=this.model.glyph,n=d.includes(e.mixins,\"fill\"),i=d.includes(e.mixins,\"line\"),r=p.clone(e.attributes);function o(t){var o=p.clone(r);return n&&p.extend(o,t.fill),i&&p.extend(o,t.line),new e.constructor(o)}delete r.id,this.glyph=this.build_glyph_view(e);var s=this.model.selection_glyph;null==s?s=o({fill:{},line:{}}):\"auto\"===s&&(s=o(m)),this.selection_glyph=this.build_glyph_view(s);var a=this.model.nonselection_glyph;null==a?a=o({fill:{},line:{}}):\"auto\"===a&&(a=o(g)),this.nonselection_glyph=this.build_glyph_view(a);var l=this.model.hover_glyph;null!=l&&(this.hover_glyph=this.build_glyph_view(l));var c=this.model.muted_glyph;null!=c&&(this.muted_glyph=this.build_glyph_view(c));var h=o(v);this.decimated_glyph=this.build_glyph_view(h),this.xscale=this.plot_view.frame.xscales[this.model.x_range_name],this.yscale=this.plot_view.frame.yscales[this.model.y_range_name],this.set_data(!1)},e.prototype.build_glyph_view=function(t){return new t.default_view({model:t,parent:this})},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.request_render()}),this.connect(this.model.glyph.change,function(){return e.set_data()}),this.connect(this.model.data_source.change,function(){return e.set_data()}),this.connect(this.model.data_source.streaming,function(){return e.set_data()}),this.connect(this.model.data_source.patching,function(t){return e.set_data(!0,t)}),this.connect(this.model.data_source.selected.change,function(){return e.request_render()}),this.connect(this.model.data_source._select,function(){return e.request_render()}),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,function(){return e.request_render()}),this.connect(this.model.properties.view.change,function(){return e.set_data()}),this.connect(this.model.view.change,function(){return e.set_data()});var n=this.plot_view.frame,i=n.x_ranges,r=n.y_ranges;for(var o in i){var s=i[o];s instanceof f.FactorRange&&this.connect(s.change,function(){return e.set_data()})}for(var a in r){var s=r[a];s instanceof f.FactorRange&&this.connect(s.change,function(){return e.set_data()})}this.connect(this.model.glyph.transformchange,function(){return e.set_data()})},e.prototype.have_selection_glyphs=function(){return null!=this.selection_glyph&&null!=this.nonselection_glyph},e.prototype.set_data=function(t,e){void 0===t&&(t=!0),void 0===e&&(e=null);var n=Date.now(),i=this.model.data_source;this.all_indices=this.model.view.indices,this.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0}),this.glyph.set_data(i,this.all_indices,e),this.glyph.set_visuals(i),this.decimated_glyph.set_visuals(i),this.have_selection_glyphs()&&(this.selection_glyph.set_visuals(i),this.nonselection_glyph.set_visuals(i)),null!=this.hover_glyph&&this.hover_glyph.set_visuals(i),null!=this.muted_glyph&&this.muted_glyph.set_visuals(i);var r=this.plot_model.lod_factor;this.decimated=[];for(var o=0,s=Math.floor(this.all_indices.length/r);o0?b[\"1d\"].indices:_.map(Object.keys(b[\"2d\"].indices),function(t){return parseInt(t)})),x=_.filter(c,function(e){return w.has(t.all_indices[e])}),A=this.plot_model.lod_threshold;null!=this.model.document&&this.model.document.interactive_duration()>0&&!n&&null!=A&&this.all_indices.length>A?(c=this.decimated,v=this.decimated_glyph,g=this.decimated_glyph,y=this.selection_glyph):(v=this.model.muted&&null!=this.muted_glyph?this.muted_glyph:this.glyph,g=this.nonselection_glyph,y=this.selection_glyph),null!=this.hover_glyph&&x.length&&(c=d.difference(c,x));var k,C=null;if(f.length&&this.have_selection_glyphs()){for(var T=Date.now(),S={},M=0,E=f;M0){for(var a=n[0],l=0,c=n;l0){for(var a=n[0],l=0,c=n;l0?this.selected_glyphs[0]:null},enumerable:!0,configurable:!0}),e.prototype.add_to_selected_glyphs=function(t){this.selected_glyphs.push(t)},e.prototype.update=function(t,e,n){this.final=e,n?this.update_through_union(t):(this.indices=t.indices,this.line_indices=t.line_indices,this.selected_glyphs=t.selected_glyphs,this.get_view=t.get_view,this.multiline_indices=t.multiline_indices,this.image_indices=t.image_indices)},e.prototype.clear=function(){this.final=!0,this.indices=[],this.line_indices=[],this.multiline_indices={},this.get_view=function(){return null},this.selected_glyphs=[]},e.prototype.is_empty=function(){return 0==this.indices.length&&0==this.line_indices.length&&0==this.image_indices.length},e.prototype.update_through_union=function(t){this.indices=s.union(t.indices,this.indices),this.selected_glyphs=s.union(t.selected_glyphs,this.selected_glyphs),this.line_indices=s.union(t.line_indices,this.line_indices),this.get_view()||(this.get_view=t.get_view),this.multiline_indices=a.merge(t.multiline_indices,this.multiline_indices)},e.prototype.update_through_intersection=function(t){this.indices=s.intersection(t.indices,this.indices),this.selected_glyphs=s.union(t.selected_glyphs,this.selected_glyphs),this.line_indices=s.union(t.line_indices,this.line_indices),this.get_view()||(this.get_view=t.get_view),this.multiline_indices=a.merge(t.multiline_indices,this.multiline_indices)},e.__name__=\"Selection\",e}(r.Model);n.Selection=l,l.initClass()},function(t,e,n){var i=t(426),r=t(217),o=t(17),s=t(18),a=function(t){function e(e){var n=t.call(this,e)||this;return n.initialized=!1,n}return i.__extends(e,t),e.initClass=function(){this.define({content_type:[s.String,\"application/json\"],http_headers:[s.Any,{}],method:[s.HTTPMethod,\"POST\"],if_modified:[s.Boolean,!1]})},e.prototype.destroy=function(){null!=this.interval&&clearInterval(this.interval),t.prototype.destroy.call(this)},e.prototype.setup=function(){var t=this;!this.initialized&&(this.initialized=!0,this.get_data(this.mode),this.polling_interval)&&(this.interval=setInterval(function(){return t.get_data(t.mode,t.max_size,t.if_modified)},this.polling_interval))},e.prototype.get_data=function(t,e,n){var i=this;void 0===e&&(e=0),void 0===n&&(n=!1);var r=this.prepare_request();r.addEventListener(\"load\",function(){return i.do_load(r,t,e)}),r.addEventListener(\"error\",function(){return i.do_error(r)}),r.send()},e.prototype.prepare_request=function(){var t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader(\"Content-Type\",this.content_type);var e=this.http_headers;for(var n in e){var i=e[n];t.setRequestHeader(n,i)}return t},e.prototype.do_load=function(t,e,n){if(200===t.status){var i=JSON.parse(t.responseText);this.load_data(i,e,n)}},e.prototype.do_error=function(t){o.logger.error(\"Failed to fetch JSON from \"+this.data_url+\" with code \"+t.status)},e.__name__=\"AjaxDataSource\",e}(r.RemoteDataSource);n.AjaxDataSource=a,a.initClass()},function(t,e,n){var i=t(426),r=t(62),o=t(18),s=t(209),a=t(24),l=t(213),c=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({filters:[o.Array,[]],source:[o.Instance]}),this.internal({indices:[o.Array,[]],indices_map:[o.Any,{}]})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this.compute_indices()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.properties.filters.change,function(){e.compute_indices(),e.change.emit()});var n=function(){var t=function(){return e.compute_indices()};null!=e.source&&(e.connect(e.source.change,t),e.source instanceof l.ColumnarDataSource&&(e.connect(e.source.streaming,t),e.connect(e.source.patching,t)))},i=null!=this.source;i?n():this.connect(this.properties.source.change,function(){i||(n(),i=!0)})},e.prototype.compute_indices=function(){var t=this,e=this.filters.map(function(e){return e.compute_indices(t.source)}).filter(function(t){return null!=t});e.length>0?this.indices=a.intersection.apply(this,e):this.source instanceof l.ColumnarDataSource&&(this.indices=this.source.get_indices()),this.indices_map_to_subset()},e.prototype.indices_map_to_subset=function(){this.indices_map={};for(var t=0;tn?i.slice(-n):i}if(c.isTypedArray(t)){var r=t.length+e.length;if(null!=n&&r>n){var o=r-n,s=t.length,i=void 0;t.length1&&o.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\");for(var d=t.coordinates[0],u=0;u1&&o.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\"),m.push(y[0])}for(var h=m.reduce(r),u=0;un&&l0&&c.length>0){for(var _=r/h,d=s.range(0,h).map(function(t){return t*_}),p=0,f=d.slice(1);p1?this.interval=(e[1]-e[0])*o.ONE_DAY:this.interval=31*o.ONE_DAY},e.prototype.get_ticks_no_defaults=function(t,e,n,i){var r=function(t,e){var n=o.last_month_no_later_than(new Date(t)),i=o.last_month_no_later_than(new Date(e));i.setUTCMonth(i.getUTCMonth()+1);for(var r=[],s=n;r.push(o.copy_date(s)),s.setUTCMonth(s.getUTCMonth()+1),!(s>i););return r}(t,e),s=this.days,l=this.interval,c=a.concat(r.map(function(t){return function(t,e){for(var n=t.getUTCMonth(),i=[],r=0,a=s;r0&&r.length>0){for(var f=_/s,m=o.range(0,s).map(function(t){return t*f}),v=0,g=m.slice(1);v0&&r.length>0){for(var M=Math.pow(l,S)/s,m=o.range(1,s+1).map(function(t){return t*M}),E=0,z=m;E1?this.interval=(e[1]-e[0])*o.ONE_MONTH:this.interval=12*o.ONE_MONTH},e.prototype.get_ticks_no_defaults=function(t,e,n,i){var r=function(t,e){var n=o.last_year_no_later_than(new Date(t)),i=o.last_year_no_later_than(new Date(e));i.setUTCFullYear(i.getUTCFullYear()+1);for(var r=[],s=n;r.push(o.copy_date(s)),s.setUTCFullYear(s.getUTCFullYear()+1),!(s>i););return r}(t,e),s=this.months,l=a.concat(r.map(function(t){return s.map(function(e){var n=o.copy_date(t);return n.setUTCMonth(e),n})})),c=l.map(function(t){return t.getTime()}),h=c.filter(function(n){return t<=n&&n<=e});return{major:h,minor:[]}},e.__name__=\"MonthsTicker\",e}(r.SingleIntervalTicker);n.MonthsTicker=l,l.initClass()},function(t,e,n){var i=t(426),r=t(228),o=t(18),s=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({interval:[o.Number]})},e.prototype.get_interval=function(t,e,n){return this.interval},Object.defineProperty(e.prototype,\"min_interval\",{get:function(){return this.interval},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max_interval\",{get:function(){return this.interval},enumerable:!0,configurable:!0}),e.__name__=\"SingleIntervalTicker\",e}(r.ContinuousTicker);n.SingleIntervalTicker=s,s.initClass()},function(t,e,n){var i=t(426),r=t(62),o=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.__name__=\"Ticker\",e}(r.Model);n.Ticker=o},function(t,e,n){function i(t){return new Date(t.getTime())}function r(t){var e=i(t);return e.setUTCDate(1),e.setUTCHours(0),e.setUTCMinutes(0),e.setUTCSeconds(0),e.setUTCMilliseconds(0),e}n.ONE_MILLI=1,n.ONE_SECOND=1e3,n.ONE_MINUTE=60*n.ONE_SECOND,n.ONE_HOUR=60*n.ONE_MINUTE,n.ONE_DAY=24*n.ONE_HOUR,n.ONE_MONTH=30*n.ONE_DAY,n.ONE_YEAR=365*n.ONE_DAY,n.copy_date=i,n.last_month_no_later_than=r,n.last_year_no_later_than=function(t){var e=r(t);return e.setUTCMonth(0),e}},function(t,e,n){var i=t(426),r=t(225),o=t(236),s=t(238),a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.interval=s.ONE_YEAR,this.basic_ticker=new r.BasicTicker({num_minor_ticks:0})},e.prototype.get_ticks_no_defaults=function(t,e,n,i){var r=s.last_year_no_later_than(new Date(t)).getUTCFullYear(),o=s.last_year_no_later_than(new Date(e)).getUTCFullYear(),a=this.basic_ticker.get_ticks_no_defaults(r,o,n,i).major,l=a.map(function(t){return Date.UTC(t,0,1)}),c=l.filter(function(n){return t<=n&&n<=e});return{major:c,minor:[]}},e.__name__=\"YearsTicker\",e}(o.SingleIntervalTicker);n.YearsTicker=a},function(t,e,n){var i=t(426),r=t(243),o=t(18),s=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({use_latlon:[o.Boolean,!1]})},e.prototype.get_image_url=function(t,e,n){var i,r,o,s,a,l,c=this.string_lookup_replace(this.url,this.extra_url_vars);return this.use_latlon?(i=this.get_tile_geographic_bounds(t,e,n),s=i[0],l=i[1],o=i[2],a=i[3]):(r=this.get_tile_meter_bounds(t,e,n),s=r[0],l=r[1],o=r[2],a=r[3]),c.replace(\"{XMIN}\",s.toString()).replace(\"{YMIN}\",l.toString()).replace(\"{XMAX}\",o.toString()).replace(\"{YMAX}\",a.toString())},e.__name__=\"BBoxTileSource\",e}(r.MercatorTileSource);n.BBoxTileSource=s,s.initClass()},function(t,e,n){var i=t(46),r=function(){function t(){this.images=[]}return t.prototype.pop=function(){var t=this.images.pop();return null!=t?t:new Image},t.prototype.push=function(t){var e;this.images.length>50||(i.isArray(t)?(e=this.images).push.apply(e,t):this.images.push(t))},t.__name__=\"ImagePool\",t}();n.ImagePool=r},function(t,e,n){var i=t(240);n.BBoxTileSource=i.BBoxTileSource;var r=t(243);n.MercatorTileSource=r.MercatorTileSource;var o=t(244);n.QUADKEYTileSource=o.QUADKEYTileSource;var s=t(245);n.TileRenderer=s.TileRenderer;var a=t(246);n.TileSource=a.TileSource;var l=t(248);n.TMSTileSource=l.TMSTileSource;var c=t(249);n.WMTSTileSource=c.WMTSTileSource},function(t,e,n){var i=t(426),r=t(246),o=t(18),s=t(24),a=t(247),l=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({snap_to_zoom:[o.Boolean,!1],wrap_around:[o.Boolean,!0]}),this.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},e.prototype.initialize=function(){var e=this;t.prototype.initialize.call(this),this._resolutions=s.range(this.min_zoom,this.max_zoom+1).map(function(t){return e.get_resolution(t)})},e.prototype._computed_initial_resolution=function(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size},e.prototype.is_valid_tile=function(t,e,n){return!(!this.wrap_around&&(t<0||t>=Math.pow(2,n))||e<0||e>=Math.pow(2,n))},e.prototype.parent_by_tile_xyz=function(t,e,n){var i=this.tile_xyz_to_quadkey(t,e,n),r=i.substring(0,i.length-1);return this.quadkey_to_tile_xyz(r)},e.prototype.get_resolution=function(t){return this._computed_initial_resolution()/Math.pow(2,t)},e.prototype.get_resolution_by_extent=function(t,e,n){var i=(t[2]-t[0])/n,r=(t[3]-t[1])/e;return[i,r]},e.prototype.get_level_by_extent=function(t,e,n){for(var i=(t[2]-t[0])/n,r=(t[3]-t[1])/e,o=Math.max(i,r),s=0,a=0,l=this._resolutions;ac){if(0==s)return 0;if(s>0)return s-1}s+=1}return s-1},e.prototype.get_closest_level_by_extent=function(t,e,n){var i=(t[2]-t[0])/n,r=(t[3]-t[1])/e,o=Math.max(i,r),s=this._resolutions.reduce(function(t,e){return Math.abs(e-o)_?(c=s-r,h*=u):(c*=_,h=a-o)}var d=(c-(s-r))/2,p=(h-(a-o))/2;return[r-d,o-p,s+d,a+p]},e.prototype.tms_to_wmts=function(t,e,n){return[t,Math.pow(2,n)-1-e,n]},e.prototype.wmts_to_tms=function(t,e,n){return[t,Math.pow(2,n)-1-e,n]},e.prototype.pixels_to_meters=function(t,e,n){var i=this.get_resolution(n),r=t*i-this.x_origin_offset,o=e*i-this.y_origin_offset;return[r,o]},e.prototype.meters_to_pixels=function(t,e,n){var i=this.get_resolution(n),r=(t+this.x_origin_offset)/i,o=(e+this.y_origin_offset)/i;return[r,o]},e.prototype.pixels_to_tile=function(t,e){var n=Math.ceil(t/this.tile_size);n=0===n?n:n-1;var i=Math.max(Math.ceil(e/this.tile_size)-1,0);return[n,i]},e.prototype.pixels_to_raster=function(t,e,n){var i=this.tile_size<=c;p--)for(var f=l;f<=u;f++)this.is_valid_tile(f,p,e)&&d.push([f,p,e,this.get_tile_meter_bounds(f,p,e)]);return this.sort_tiles_from_center(d,[l,c,u,_]),d},e.prototype.quadkey_to_tile_xyz=function(t){for(var e=0,n=0,i=t.length,r=i;r>0;r--){var o=t.charAt(i-r),s=1<0;r--){var o=1<0;)if(a=a.substring(0,a.length-1),r=this.quadkey_to_tile_xyz(a),t=r[0],e=r[1],n=r[2],o=this.denormalize_xyz(t,e,n,s),t=o[0],e=o[1],n=o[2],this.tile_xyz_to_key(t,e,n)in this.tiles)return[t,e,n];return[0,0,0]},e.prototype.normalize_xyz=function(t,e,n){if(this.wrap_around){var i=Math.pow(2,n);return[(t%i+i)%i,e,n]}return[t,e,n]},e.prototype.denormalize_xyz=function(t,e,n,i){return[t+i*Math.pow(2,n),e,n]},e.prototype.denormalize_meters=function(t,e,n,i){return[t+2*i*Math.PI*6378137,e]},e.prototype.calculate_world_x_by_tile_xyz=function(t,e,n){return Math.floor(t/Math.pow(2,n))},e.__name__=\"MercatorTileSource\",e}(r.TileSource);n.MercatorTileSource=l,l.initClass()},function(t,e,n){var i=t(426),r=t(243),o=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.prototype.get_image_url=function(t,e,n){var i=this.string_lookup_replace(this.url,this.extra_url_vars),r=this.tms_to_wmts(t,e,n),o=r[0],s=r[1],a=r[2],l=this.tile_xyz_to_quadkey(o,s,a);return i.replace(\"{Q}\",l)},e.__name__=\"QUADKEYTileSource\",e}(r.MercatorTileSource);n.QUADKEYTileSource=o},function(t,e,n){var i=t(426),r=t(241),o=t(249),s=t(196),a=t(195),l=t(5),c=t(18),h=t(24),u=t(46),_=t(20),d=t(212),p=t(313),f=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(){this._tiles=[],t.prototype.initialize.call(this)},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.request_render()}),this.connect(this.model.tile_source.change,function(){return e.request_render()})},e.prototype.get_extent=function(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]},Object.defineProperty(e.prototype,\"map_plot\",{get:function(){return this.plot_model},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"map_canvas\",{get:function(){return this.plot_view.canvas_view.ctx},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"map_frame\",{get:function(){return this.plot_view.frame},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"x_range\",{get:function(){return this.map_plot.x_range},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"y_range\",{get:function(){return this.map_plot.y_range},enumerable:!0,configurable:!0}),e.prototype._set_data=function(){this.pool=new r.ImagePool,this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0},e.prototype._update_attribution=function(){null!=this.attribution_el&&l.removeElement(this.attribution_el);var t=this.model.tile_source.attribution;if(u.isString(t)&&t.length>0){var e=this.plot_view,n=e.layout,i=e.frame,r=n._width.value-i._right.value,o=n._height.value-i._bottom.value,s=i._width.value;this.attribution_el=l.div({class:p.bk_tile_attribution,style:{position:\"absolute\",right:r+\"px\",bottom:o+\"px\",\"max-width\":s-4+\"px\",padding:\"2px\",\"background-color\":\"rgba(255,255,255,0.5)\",\"font-size\":\"7pt\",\"line-height\":\"1.05\",\"white-space\":\"nowrap\",overflow:\"hidden\",\"text-overflow\":\"ellipsis\"}});var a=this.plot_view.canvas_view.events_el;a.appendChild(this.attribution_el),this.attribution_el.innerHTML=t,this.attribution_el.title=this.attribution_el.textContent.replace(/\\s*\\n\\s*/g,\" \")}},e.prototype._map_data=function(){this.initial_extent=this.get_extent();var t=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame._height.value,this.map_frame._width.value),e=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame._height.value,this.map_frame._width.value,t);this.x_range.start=e[0],this.y_range.start=e[1],this.x_range.end=e[2],this.y_range.end=e[3],this.x_range instanceof a.Range1d&&(this.x_range.reset_start=e[0],this.x_range.reset_end=e[2]),this.y_range instanceof a.Range1d&&(this.y_range.reset_start=e[1],this.y_range.reset_end=e[3]),this._update_attribution()},e.prototype._on_tile_load=function(t,e){t.img=e.target,t.loaded=!0,this.request_render()},e.prototype._on_tile_cache_load=function(t,e){t.img=e.target,t.loaded=!0,t.finished=!0,this.notify_finished()},e.prototype._on_tile_error=function(t){t.finished=!0},e.prototype._create_tile=function(t,e,n,i,r){void 0===r&&(r=!1);var o=this.model.tile_source.normalize_xyz(t,e,n),s=o[0],a=o[1],l=o[2],c=this.pool.pop(),h={img:c,tile_coords:[t,e,n],normalized_coords:[s,a,l],quadkey:this.model.tile_source.tile_xyz_to_quadkey(t,e,n),cache_key:this.model.tile_source.tile_xyz_to_key(t,e,n),bounds:i,loaded:!1,finished:!1,x_coord:i[0],y_coord:i[3]};c.onload=r?this._on_tile_cache_load.bind(this,h):this._on_tile_load.bind(this,h),c.onerror=this._on_tile_error.bind(this,h),c.alt=\"\",c.src=this.model.tile_source.get_image_url(s,a,l),this.model.tile_source.tiles[h.cache_key]=h,this._tiles.push(h)},e.prototype._enforce_aspect_ratio=function(){if(this._last_height!==this.map_frame._height.value||this._last_width!==this.map_frame._width.value){var t=this.get_extent(),e=this.model.tile_source.get_level_by_extent(t,this.map_frame._height.value,this.map_frame._width.value),n=this.model.tile_source.snap_to_zoom_level(t,this.map_frame._height.value,this.map_frame._width.value,e);this.x_range.setv({start:n[0],end:n[2]}),this.y_range.setv({start:n[1],end:n[3]}),this.extent=n,this._last_height=this.map_frame._height.value,this._last_width=this.map_frame._width.value}},e.prototype.has_finished=function(){if(!t.prototype.has_finished.call(this))return!1;if(0===this._tiles.length)return!1;for(var e=0,n=this._tiles;ei&&(r=this.extent,l=i,c=!0),c&&(this.x_range.setv({x_range:{start:r[0],end:r[2]}}),this.y_range.setv({start:r[1],end:r[3]}),this.extent=r),this.extent=r;for(var u=e.get_tiles_by_extent(r,l),_=[],d=[],p=[],f=[],m=0,v=u;m=a?[1,p/a]:[a/p,1])[0];return t[0]<=e[0]?(i=t[0],(r=t[0]+_*f)>l&&(r=l)):(r=t[0],(i=t[0]-_*f)h&&(o=h)):(o=t[1],(s=t[1]-_/a)r.end)&&(this.v_axis_only=!0),(no.end)&&(this.h_axis_only=!0)}null!=this.model.document&&this.model.document.interactive_start(this.plot_model)},e.prototype._pan=function(t){this._update(t.deltaX,t.deltaY),null!=this.model.document&&this.model.document.interactive_start(this.plot_model)},e.prototype._pan_end=function(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.push_state(\"pan\",{range:this.pan_info})},e.prototype._update=function(t,e){var n,i,r,o,s,a,l=this.plot_view.frame,c=t-this.last_dx,h=e-this.last_dy,u=l.bbox.h_range,_=u.start-c,d=u.end-c,p=l.bbox.v_range,f=p.start-h,m=p.end-h,v=this.model.dimensions;\"width\"!=v&&\"both\"!=v||this.v_axis_only?(n=u.start,i=u.end,r=0):(n=_,i=d,r=-c),\"height\"!=v&&\"both\"!=v||this.h_axis_only?(o=p.start,s=p.end,a=0):(o=f,s=m,a=-h),this.last_dx=t,this.last_dy=e;var g=l.xscales,y=l.yscales,b={};for(var w in g){var x=g[w],A=x.r_invert(n,i),k=A[0],C=A[1];b[w]={start:k,end:C}}var T={};for(var S in y){var x=y[S],M=x.r_invert(o,s),k=M[0],C=M[1];T[S]={start:k,end:C}}this.pan_info={xrs:b,yrs:T,sdx:r,sdy:a},this.plot_view.update_range(this.pan_info,!0)},e.__name__=\"PanToolView\",e}(r.GestureToolView);n.PanToolView=a;var l=function(t){function e(e){var n=t.call(this,e)||this;return n.tool_name=\"Pan\",n.event_type=\"pan\",n.default_order=10,n}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=a,this.define({dimensions:[o.Dimensions,\"both\"]})},Object.defineProperty(e.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(\"Pan\",this.dimensions)},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"icon\",{get:function(){switch(this.dimensions){case\"both\":return s.bk_tool_icon_pan;case\"width\":return s.bk_tool_icon_xpan;case\"height\":return s.bk_tool_icon_ypan}},enumerable:!0,configurable:!0}),e.__name__=\"PanTool\",e}(r.GestureTool);n.PanTool=l,l.initClass()},function(t,e,n){var i=t(426),r=t(274),o=t(74),s=t(5),a=t(18),l=t(24),c=t(306),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.data={sx:[],sy:[]}},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.active.change,function(){return e._active_change()})},e.prototype._active_change=function(){this.model.active||this._clear_data()},e.prototype._keyup=function(t){t.keyCode==s.Keys.Enter&&this._clear_data()},e.prototype._doubletap=function(t){var e=t.shiftKey;this._do_select(this.data.sx,this.data.sy,!0,e),this.plot_view.push_state(\"poly_select\",{selection:this.plot_view.get_selection()}),this._clear_data()},e.prototype._clear_data=function(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})},e.prototype._tap=function(t){var e=t.sx,n=t.sy,i=this.plot_view.frame;i.bbox.contains(e,n)&&(this.data.sx.push(e),this.data.sy.push(n),this.model.overlay.update({xs:l.copy(this.data.sx),ys:l.copy(this.data.sy)}))},e.prototype._do_select=function(t,e,n,i){var r={type:\"poly\",sx:t,sy:e};this._select(r,n,i)},e.prototype._emit_callback=function(t){var e=this.computed_renderers[0],n=this.plot_view.frame,r=n.xscales[e.x_range_name],o=n.yscales[e.y_range_name],s=r.v_invert(t.sx),a=o.v_invert(t.sy),l=i.__assign({x:s,y:a},t);null!=this.model.callback&&this.model.callback.execute(this.model,{geometry:l})},e.__name__=\"PolySelectToolView\",e}(r.SelectToolView);n.PolySelectToolView=h;var u=function(){return new o.PolyAnnotation({level:\"overlay\",xs_units:\"screen\",ys_units:\"screen\",fill_color:{value:\"lightgrey\"},fill_alpha:{value:.5},line_color:{value:\"black\"},line_alpha:{value:1},line_width:{value:2},line_dash:{value:[4,4]}})},_=function(t){function e(e){var n=t.call(this,e)||this;return n.tool_name=\"Poly Select\",n.icon=c.bk_tool_icon_polygon_select,n.event_type=\"tap\",n.default_order=11,n}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=h,this.define({callback:[a.Any],overlay:[a.Instance,u]})},e.__name__=\"PolySelectTool\",e}(r.SelectTool);n.PolySelectTool=_,_.initClass()},function(t,e,n){var i=t(426),r=t(67),o=t(17),s=t(18),a=t(269),l=t(306);function c(t){switch(t){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return t}}function h(t,e,n,i){if(null==e)return!1;var r=n.compute(e);return Math.abs(t-r)r.right)&&(o=!1)}if(null!=r.bottom&&null!=r.top){var a=i.invert(e);(ar.top)&&(o=!1)}return o}function _(t,e,n){var i=0;return t>=n.start&&t<=n.end&&(i+=1),e>=n.start&&e<=n.end&&(i+=1),i}function d(t,e,n,i){var r=e.compute(t),o=e.invert(r+n);return o>=i.start&&o<=i.end?o:t}function p(t,e,n){return t>e.start?(e.end=t,n):(e.end=e.start,e.start=t,c(n))}function f(t,e,n){return t=h&&(t.start=l,t.end=c)}n.flip_side=c,n.is_near=h,n.is_inside=u,n.sides_inside=_,n.compute_value=d,n.compute_end_side=p,n.compute_start_side=f,n.update_range=m;var v=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.side=0,this.model.update_overlay_from_ranges()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),null!=this.model.x_range&&this.connect(this.model.x_range.change,function(){return e.model.update_overlay_from_ranges()}),null!=this.model.y_range&&this.connect(this.model.y_range.change,function(){return e.model.update_overlay_from_ranges()})},e.prototype._pan_start=function(t){this.last_dx=0,this.last_dy=0;var e=this.model.x_range,n=this.model.y_range,i=this.plot_view.frame,o=i.xscales.default,s=i.yscales.default,a=this.model.overlay,l=a.left,c=a.right,_=a.top,d=a.bottom,p=this.model.overlay.properties.line_width.value()+r.EDGE_TOLERANCE;null!=e&&this.model.x_interaction&&(h(t.sx,l,o,p)?this.side=1:h(t.sx,c,o,p)?this.side=2:u(t.sx,t.sy,o,s,a)&&(this.side=3)),null!=n&&this.model.y_interaction&&(0==this.side&&h(t.sy,d,s,p)&&(this.side=4),0==this.side&&h(t.sy,_,s,p)?this.side=5:u(t.sx,t.sy,o,s,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))},e.prototype._pan=function(t){var e=this.plot_view.frame,n=t.deltaX-this.last_dx,i=t.deltaY-this.last_dy,r=this.model.x_range,o=this.model.y_range,s=e.xscales.default,a=e.yscales.default;if(null!=r)if(3==this.side||7==this.side)m(r,s,n,e.x_range);else if(1==this.side){var l=d(r.start,s,n,e.x_range);this.side=f(l,r,this.side)}else if(2==this.side){var c=d(r.end,s,n,e.x_range);this.side=p(c,r,this.side)}if(null!=o)if(6==this.side||7==this.side)m(o,a,i,e.y_range);else if(4==this.side){o.start=d(o.start,a,i,e.y_range);var l=d(o.start,a,i,e.y_range);this.side=f(l,o,this.side)}else if(5==this.side){o.end=d(o.end,a,i,e.y_range);var c=d(o.end,a,i,e.y_range);this.side=p(c,o,this.side)}this.last_dx=t.deltaX,this.last_dy=t.deltaY},e.prototype._pan_end=function(t){this.side=0},e.__name__=\"RangeToolView\",e}(a.GestureToolView);n.RangeToolView=v;var g=function(){return new r.BoxAnnotation({level:\"overlay\",render_mode:\"canvas\",fill_color:\"lightgrey\",fill_alpha:{value:.5},line_color:{value:\"black\"},line_alpha:{value:1},line_width:{value:.5},line_dash:[2,2]})},y=function(t){function e(e){var n=t.call(this,e)||this;return n.tool_name=\"Range Tool\",n.icon=l.bk_tool_icon_range,n.event_type=\"pan\",n.default_order=1,n}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=v,this.define({x_range:[s.Instance,null],x_interaction:[s.Boolean,!0],y_range:[s.Instance,null],y_interaction:[s.Boolean,!0],overlay:[s.Instance,g]})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this.overlay.in_cursor=\"grab\",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?\"ew-resize\":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?\"ns-resize\":null},e.prototype.update_overlay_from_ranges=function(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,o.logger.warn(\"RangeTool not configured with any 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e,n,i,r,o=this.plot_view.frame,s=o.bbox.h_range,a=o.bbox.v_range,l=[s.start,s.end],c=l[0],h=l[1],u=[a.start,a.end],_=u[0],d=u[1];switch(this.model.dimension){case\"height\":var p=Math.abs(d-_);e=c,n=h,i=_-p*t,r=d-p*t;break;case\"width\":var f=Math.abs(h-c);e=c-f*t,n=h-f*t,i=_,r=d;break;default:throw new Error(\"this shouldn't have happened\")}var m=o.xscales,v=o.yscales,g={};for(var y in m){var b=m[y],w=b.r_invert(e,n),x=w[0],A=w[1];g[y]={start:x,end:A}}var k={};for(var C in v){var b=v[C],T=b.r_invert(i,r),x=T[0],A=T[1];k[C]={start:x,end:A}}var S={xrs:g,yrs:k,factor:t};this.plot_view.push_state(\"wheel_pan\",{range:S}),this.plot_view.update_range(S,!1,!0),null!=this.model.document&&this.model.document.interactive_start(this.plot_model)},e.__name__=\"WheelPanToolView\",e}(r.GestureToolView);n.WheelPanToolView=a;var l=function(t){function e(e){var n=t.call(this,e)||this;return n.tool_name=\"Wheel Pan\",n.icon=s.bk_tool_icon_wheel_pan,n.event_type=\"scroll\",n.default_order=12,n}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=a,this.define({dimension:[o.Dimension,\"width\"]}),this.internal({speed:[o.Number,.001]})},Object.defineProperty(e.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimension)},enumerable:!0,configurable:!0}),e.__name__=\"WheelPanTool\",e}(r.GestureTool);n.WheelPanTool=l,l.initClass()},function(t,e,n){var i=t(426),r=t(269),o=t(48),s=t(18),a=t(31),l=t(306),c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._pinch=function(t){var e,n=t.sx,i=t.sy,r=t.scale;e=r>=1?20*(r-1):-20/r,this._scroll({type:\"wheel\",sx:n,sy:i,delta:e})},e.prototype._scroll=function(t){var e=this.plot_view.frame,n=e.bbox.h_range,i=e.bbox.v_range,r=t.sx,s=t.sy,a=this.model.dimensions,l=(\"width\"==a||\"both\"==a)&&n.start=0){var v=_.match(/\\$color(\\[.*\\])?:(\\w*)/),y=v[1],b=void 0===y?\"\":y,w=v[2],x=t.get_column(w);if(null==x){var A=u.span({},w+\" 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$sy)\"]]],formatters:[_.Any,{}],renderers:[_.Any,\"auto\"],names:[_.Array,[]],mode:[_.HoverMode,\"mouse\"],point_policy:[_.PointPolicy,\"snap_to_data\"],line_policy:[_.LinePolicy,\"nearest\"],show_arrow:[_.Boolean,!0],anchor:[_.Anchor,\"center\"],attachment:[_.TooltipAttachment,\"horizontal\"],callback:[_.Any]})},e.__name__=\"HoverTool\",e}(r.InspectTool);n.HoverTool=x,x.initClass()},function(t,e,n){var i=t(426),r=t(259),o=t(283),s=t(18),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.__name__=\"InspectToolView\",e}(r.ButtonToolView);n.InspectToolView=a;var l=function(t){function e(e){var n=t.call(this,e)||this;return n.event_type=\"move\",n}return i.__extends(e,t),e.initClass=function(){this.prototype.button_view=o.OnOffButtonView,this.define({toggleable:[s.Boolean,!0]}),this.override({active:!0})},e.__name__=\"InspectTool\",e}(r.ButtonTool);n.InspectTool=l,l.initClass()},function(t,e,n){var i=t(426),r=t(259),o=t(309),s=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.render=function(){t.prototype.render.call(this),this.model.active?this.el.classList.add(o.bk_active):this.el.classList.remove(o.bk_active)},e.prototype._clicked=function(){var t=this.model.active;this.model.active=!t},e.__name__=\"OnOffButtonView\",e}(r.ButtonToolButtonView);n.OnOffButtonView=s},function(t,e,n){var i=t(426),r=t(18),o=t(50),s=t(24),a=t(62),l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),Object.defineProperty(e.prototype,\"plot_view\",{get:function(){return this.parent},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"plot_model\",{get:function(){return this.parent.model},enumerable:!0,configurable:!0}),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.active.change,function(){e.model.active?e.activate():e.deactivate()})},e.prototype.activate=function(){},e.prototype.deactivate=function(){},e.__name__=\"ToolView\",e}(o.View);n.ToolView=l;var c=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.internal({active:[r.Boolean,!1]})},Object.defineProperty(e.prototype,\"synthetic_renderers\",{get:function(){return[]},enumerable:!0,configurable:!0}),e.prototype._get_dim_tooltip=function(t,e){switch(e){case\"width\":return t+\" (x-axis)\";case\"height\":return t+\" (y-axis)\";case\"both\":return t}},e.prototype._get_dim_limits=function(t,e,n,i){var r,o=t[0],a=t[1],l=e[0],c=e[1],h=n.bbox.h_range;\"width\"==i||\"both\"==i?(r=[s.min([o,l]),s.max([o,l])],r=[s.max([r[0],h.start]),s.min([r[1],h.end])]):r=[h.start,h.end];var u,_=n.bbox.v_range;return\"height\"==i||\"both\"==i?(u=[s.min([a,c]),s.max([a,c])],u=[s.max([u[0],_.start]),s.min([u[1],_.end])]):u=[_.start,_.end],[r,u]},e.__name__=\"Tool\",e}(a.Model);n.Tool=c,c.initClass()},function(t,e,n){var i=t(426),r=t(18),o=t(22),s=t(62),a=t(282),l=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({tools:[r.Array,[]],active:[r.Boolean,!1],disabled:[r.Boolean,!1]})},Object.defineProperty(e.prototype,\"button_view\",{get:function(){return this.tools[0].button_view},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"event_type\",{get:function(){return this.tools[0].event_type},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"tooltip\",{get:function(){return this.tools[0].tooltip},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"tool_name\",{get:function(){return this.tools[0].tool_name},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"icon\",{get:function(){return this.tools[0].computed_icon},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"computed_icon\",{get:function(){return this.icon},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"toggleable\",{get:function(){var t=this.tools[0];return t instanceof a.InspectTool&&t.toggleable},enumerable:!0,configurable:!0}),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.do=new o.Signal0(this,\"do\")},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.do,function(){return e.doit()}),this.connect(this.properties.active.change,function(){return e.set_active()})},e.prototype.doit=function(){for(var t=0,e=this.tools;t0)if(\"multi\"==_)for(var k=0,C=A;k0&&this.actions.push(w(A))}for(var x in this.inspectors=[],n){var A=n[x];A.length>0&&this.inspectors.push(w(A,!0))}for(var E in this.gestures){var d=this.gestures[E];0!=d.tools.length&&(d.tools=o.sort_by(d.tools,function(t){return t.default_order}),\"pinch\"!=E&&\"scroll\"!=E&&\"multi\"!=E&&(d.tools[0].active=!0))}},e.__name__=\"ProxyToolbar\",e}(s.ToolbarBase);n.ProxyToolbar=h;var u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.initialize=function(){this.model.toolbar.toolbar_location=this.model.toolbar_location,t.prototype.initialize.call(this)},Object.defineProperty(e.prototype,\"child_models\",{get:function(){return[this.model.toolbar]},enumerable:!0,configurable:!0}),e.prototype._update_layout=function(){this.layout=new c.ContentBox(this.child_views[0].el);var t=this.model.toolbar;t.horizontal?this.layout.set_sizing({width_policy:\"fit\",min_width:100,height_policy:\"fixed\"}):this.layout.set_sizing({width_policy:\"fixed\",height_policy:\"fit\",min_height:100})},e.__name__=\"ToolbarBoxView\",e}(l.LayoutDOMView);n.ToolbarBoxView=u;var _=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.prototype.default_view=u,this.define({toolbar:[r.Instance],toolbar_location:[r.Location,\"right\"]})},e.__name__=\"ToolbarBox\",e}(l.LayoutDOM);n.ToolbarBox=_,_.initClass()},function(t,e,n){var i=t(24);n.compute_renderers=function(t,e,n){if(null==t)return[];var r=\"auto\"==t?e:t;return n.length>0&&(r=r.filter(function(t){return i.includes(n,t.name)})),r}},function(t,e,n){var i=t(426),r=t(297),o=t(18),s=t(35),a=t(40),l=function(e){function n(t){return e.call(this,t)||this}return i.__extends(n,e),n.initClass=function(){this.define({args:[o.Any,{}],func:[o.String,\"\"],v_func:[o.String,\"\"],use_strict:[o.Boolean,!1]})},Object.defineProperty(n.prototype,\"names\",{get:function(){return s.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"values\",{get:function(){return s.values(this.args)},enumerable:!0,configurable:!0}),n.prototype._make_transform=function(t,e){var n=this.use_strict?a.use_strict(e):e;return new(Function.bind.apply(Function,[void 0].concat(this.names,[t,\"require\",\"exports\",n])))},Object.defineProperty(n.prototype,\"scalar_transform\",{get:function(){return this._make_transform(\"x\",this.func)},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"vector_transform\",{get:function(){return this._make_transform(\"xs\",this.v_func)},enumerable:!0,configurable:!0}),n.prototype.compute=function(e){return 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e=r.find_last_index(this._x_sorted,function(e){return ethis._x_sorted[this._x_sorted.length-1])return NaN}else{if(tthis._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}var e;switch(this.mode){case\"after\":e=s.find_last_index(this._x_sorted,function(e){return t>=e});break;case\"before\":e=s.find_index(this._x_sorted,function(e){return t<=e});break;case\"center\":var n=this._x_sorted.map(function(e){return Math.abs(e-t)}),i=s.min(n);e=s.find_index(n,function(t){return i===t});break;default:throw new Error(\"unknown mode: \"+this.mode)}return-1!=e?this._y_sorted[e]:NaN},e.__name__=\"StepInterpolator\",e}(r.Interpolator);n.StepInterpolator=a,a.initClass()},function(t,e,n){var i=t(426),r=t(62),o=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.__name__=\"Transform\",e}(r.Model);n.Transform=o},function(t,e,n){var i,r,o,s;t(379),t(372),t(389),\"undefined\"==typeof Promise&&t(378).polyfill(),void 0===Math.log10&&(Math.log10=function(t){return Math.log(t)*Math.LOG10E}),void 0===Number.isInteger&&(Number.isInteger=function(t){return\"number\"==typeof t&&isFinite(t)&&Math.floor(t)===t}),void 0===String.prototype.repeat&&(String.prototype.repeat=function(t){if(null==this)throw new TypeError(\"can't convert \"+this+\" to object\");var e=\"\"+this;if((t=+t)!=t&&(t=0),t<0)throw new RangeError(\"repeat count must be non-negative\");if(t==1/0)throw new RangeError(\"repeat count must be less than infinity\");if(t=Math.floor(t),0==e.length||0==t)return\"\";if(e.length*t>=1<<28)throw new RangeError(\"repeat count must not overflow maximum string size\");for(var n=\"\";1==(1&t)&&(n+=e),0!=(t>>>=1);)e+=e;return n}),void 0===Array.from&&(Array.from=(i=Object.prototype.toString,r=function(t){return\"function\"==typeof t||\"[object Function]\"===i.call(t)},o=Math.pow(2,53)-1,s=function(t){var e=function(t){var e=Number(t);return 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If IsConstructor(C) is true, then\n", " ;l0)throw new Error(\"BokehJS only supports receiving buffers, not sending\");var n=JSON.stringify(this.header),i=JSON.stringify(this.metadata),r=JSON.stringify(this.content);t.send(n),t.send(i),t.send(r)},t.prototype.msgid=function(){return this.header.msgid},t.prototype.msgtype=function(){return this.header.msgtype},t.prototype.reqid=function(){return this.header.reqid},t.prototype.problem=function(){return\"msgid\"in this.header?\"msgtype\"in this.header?null:\"No msgtype in header\":\"No msgid in header\"},t.__name__=\"Message\",t}();n.Message=r},function(t,e,n){var i=t(300),r=function(){function t(){this.message=null,this._partial=null,this._fragments=[],this._buf_header=null,this._current_consumer=this._HEADER}return t.prototype.consume=function(t){this._current_consumer(t)},t.prototype._HEADER=function(t){this._assume_text(t),this.message=null,this._partial=null,this._fragments=[t],this._buf_header=null,this._current_consumer=this._METADATA},t.prototype._METADATA=function(t){this._assume_text(t),this._fragments.push(t),this._current_consumer=this._CONTENT},t.prototype._CONTENT=function(t){this._assume_text(t),this._fragments.push(t);var e=this._fragments.slice(0,3),n=e[0],r=e[1],o=e[2];this._partial=i.Message.assemble(n,r,o),this._check_complete()},t.prototype._BUFFER_HEADER=function(t){this._assume_text(t),this._buf_header=t,this._current_consumer=this._BUFFER_PAYLOAD},t.prototype._BUFFER_PAYLOAD=function(t){this._assume_binary(t),this._partial.assemble_buffer(this._buf_header,t),this._check_complete()},t.prototype._assume_text=function(t){if(t instanceof ArrayBuffer)throw new Error(\"Expected text fragment but received binary fragment\")},t.prototype._assume_binary=function(t){if(!(t instanceof ArrayBuffer))throw new Error(\"Expected binary fragment but received text fragment\")},t.prototype._check_complete=function(){this._partial.complete()?(this.message=this._partial,this._current_consumer=this._HEADER):this._current_consumer=this._BUFFER_HEADER},t.__name__=\"Receiver\",t}();n.Receiver=r},function(t,e,n){n.safely=function(t,e){void 0===e&&(e=!1);try{return t()}catch(t){if(function(t){var e=document.createElement(\"div\");e.style.backgroundColor=\"#f2dede\",e.style.border=\"1px solid #a94442\",e.style.borderRadius=\"4px\",e.style.display=\"inline-block\",e.style.fontFamily=\"sans-serif\",e.style.marginTop=\"5px\",e.style.minWidth=\"200px\",e.style.padding=\"5px 5px 5px 10px\",e.classList.add(\"bokeh-error-box-into-flames\");var n=document.createElement(\"span\");n.style.backgroundColor=\"#a94442\",n.style.borderRadius=\"0px 4px 0px 0px\",n.style.color=\"white\",n.style.cursor=\"pointer\",n.style.cssFloat=\"right\",n.style.fontSize=\"0.8em\",n.style.margin=\"-6px -6px 0px 0px\",n.style.padding=\"2px 5px 4px 5px\",n.title=\"close\",n.setAttribute(\"aria-label\",\"close\"),n.appendChild(document.createTextNode(\"x\")),n.addEventListener(\"click\",function(){return s.removeChild(e)});var i=document.createElement(\"h3\");i.style.color=\"#a94442\",i.style.margin=\"8px 0px 0px 0px\",i.style.padding=\"0px\",i.appendChild(document.createTextNode(\"Bokeh Error\"));var r=document.createElement(\"pre\");r.style.whiteSpace=\"unset\",r.style.overflowX=\"auto\";var o=t instanceof Error?t.message:t;r.appendChild(document.createTextNode(o)),e.appendChild(n),e.appendChild(i),e.appendChild(r);var s=document.getElementsByTagName(\"body\")[0];s.insertBefore(e,s.firstChild)}(t),e)return;throw t}}},function(t,e,n){t(311);var i=t(5);i.styles.append(\".bk-root .bk-shading {\\n position: absolute;\\n display: block;\\n border: 1px dashed green;\\n}\\n\"),n.bk_annotation=\"bk-annotation\",n.bk_shading=\"bk-shading\",n.bk_annotation_child=\"bk-annotation-child\"},function(t,e,n){t(311);var i=t(5);i.styles.append(\".bk-root .bk-btn {\\n height: 100%;\\n display: inline-block;\\n text-align: center;\\n vertical-align: middle;\\n white-space: nowrap;\\n cursor: pointer;\\n padding: 6px 12px;\\n font-size: 12px;\\n border: 1px solid transparent;\\n border-radius: 4px;\\n outline: 0;\\n user-select: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n -webkit-user-select: none;\\n}\\n.bk-root .bk-btn:hover,\\n.bk-root .bk-btn:focus {\\n text-decoration: none;\\n}\\n.bk-root .bk-btn:active,\\n.bk-root .bk-btn.bk-active {\\n background-image: none;\\n box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);\\n}\\n.bk-root .bk-btn[disabled] {\\n cursor: not-allowed;\\n pointer-events: none;\\n opacity: 0.65;\\n box-shadow: none;\\n}\\n.bk-root .bk-btn-default {\\n color: #333;\\n background-color: #fff;\\n border-color: #ccc;\\n}\\n.bk-root .bk-btn-default:hover {\\n background-color: #f5f5f5;\\n border-color: #b8b8b8;\\n}\\n.bk-root .bk-btn-default.bk-active {\\n background-color: #ebebeb;\\n border-color: #adadad;\\n}\\n.bk-root .bk-btn-default[disabled],\\n.bk-root .bk-btn-default[disabled]:hover,\\n.bk-root .bk-btn-default[disabled]:focus,\\n.bk-root .bk-btn-default[disabled]:active,\\n.bk-root .bk-btn-default[disabled].bk-active {\\n background-color: #e6e6e6;\\n border-color: #ccc;\\n}\\n.bk-root .bk-btn-primary {\\n color: #fff;\\n background-color: #428bca;\\n border-color: #357ebd;\\n}\\n.bk-root .bk-btn-primary:hover {\\n background-color: #3681c1;\\n border-color: #2c699e;\\n}\\n.bk-root .bk-btn-primary.bk-active {\\n background-color: #3276b1;\\n border-color: #285e8e;\\n}\\n.bk-root .bk-btn-primary[disabled],\\n.bk-root .bk-btn-primary[disabled]:hover,\\n.bk-root .bk-btn-primary[disabled]:focus,\\n.bk-root .bk-btn-primary[disabled]:active,\\n.bk-root .bk-btn-primary[disabled].bk-active {\\n background-color: #506f89;\\n border-color: #357ebd;\\n}\\n.bk-root .bk-btn-success {\\n color: #fff;\\n background-color: #5cb85c;\\n border-color: #4cae4c;\\n}\\n.bk-root .bk-btn-success:hover {\\n background-color: #4eb24e;\\n border-color: #409240;\\n}\\n.bk-root .bk-btn-success.bk-active {\\n background-color: #47a447;\\n border-color: #398439;\\n}\\n.bk-root .bk-btn-success[disabled],\\n.bk-root .bk-btn-success[disabled]:hover,\\n.bk-root .bk-btn-success[disabled]:focus,\\n.bk-root .bk-btn-success[disabled]:active,\\n.bk-root .bk-btn-success[disabled].bk-active {\\n background-color: #667b66;\\n border-color: #4cae4c;\\n}\\n.bk-root .bk-btn-warning {\\n color: #fff;\\n background-color: #f0ad4e;\\n border-color: #eea236;\\n}\\n.bk-root .bk-btn-warning:hover {\\n background-color: #eea43b;\\n border-color: #e89014;\\n}\\n.bk-root .bk-btn-warning.bk-active {\\n background-color: #ed9c28;\\n border-color: #d58512;\\n}\\n.bk-root .bk-btn-warning[disabled],\\n.bk-root .bk-btn-warning[disabled]:hover,\\n.bk-root .bk-btn-warning[disabled]:focus,\\n.bk-root .bk-btn-warning[disabled]:active,\\n.bk-root .bk-btn-warning[disabled].bk-active {\\n background-color: #c89143;\\n border-color: #eea236;\\n}\\n.bk-root .bk-btn-danger {\\n color: #fff;\\n background-color: #d9534f;\\n border-color: #d43f3a;\\n}\\n.bk-root .bk-btn-danger:hover {\\n background-color: #d5433e;\\n border-color: #bd2d29;\\n}\\n.bk-root .bk-btn-danger.bk-active {\\n background-color: #d2322d;\\n border-color: #ac2925;\\n}\\n.bk-root .bk-btn-danger[disabled],\\n.bk-root .bk-btn-danger[disabled]:hover,\\n.bk-root .bk-btn-danger[disabled]:focus,\\n.bk-root .bk-btn-danger[disabled]:active,\\n.bk-root .bk-btn-danger[disabled].bk-active {\\n background-color: #a55350;\\n border-color: #d43f3a;\\n}\\n.bk-root .bk-btn-group {\\n height: 100%;\\n display: flex;\\n display: -webkit-flex;\\n flex-wrap: nowrap;\\n -webkit-flex-wrap: nowrap;\\n align-items: center;\\n -webkit-align-items: center;\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-btn-group > .bk-btn {\\n flex-grow: 1;\\n -webkit-flex-grow: 1;\\n}\\n.bk-root .bk-btn-group > .bk-btn + .bk-btn {\\n margin-left: -1px;\\n}\\n.bk-root .bk-btn-group > .bk-btn:first-child:not(:last-child) {\\n border-bottom-right-radius: 0;\\n border-top-right-radius: 0;\\n}\\n.bk-root .bk-btn-group > .bk-btn:not(:first-child):last-child {\\n border-bottom-left-radius: 0;\\n border-top-left-radius: 0;\\n}\\n.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child) {\\n border-radius: 0;\\n}\\n.bk-root .bk-btn-group .bk-dropdown-toggle {\\n flex: 0 0 0;\\n -webkit-flex: 0 0 0;\\n padding: 6px 6px;\\n}\\n\"),n.bk_btn=\"bk-btn\",n.bk_btn_group=\"bk-btn-group\",n.bk_btn_default=\"bk-btn-default\",n.bk_btn_primary=\"bk-btn-primary\",n.bk_btn_success=\"bk-btn-success\",n.bk_btn_warning=\"bk-btn-warning\",n.bk_btn_danger=\"bk-btn-danger\",n.bk_btn_type=function(t){switch(t){case\"default\":return n.bk_btn_default;case\"primary\":return n.bk_btn_primary;case\"success\":return n.bk_btn_success;case\"warning\":return n.bk_btn_warning;case\"danger\":return n.bk_btn_danger}},n.bk_dropdown_toggle=\"bk-dropdown-toggle\"},function(t,e,n){t(311),n.bk_canvas=\"bk-canvas\",n.bk_canvas_map=\"bk-canvas-map\",n.bk_canvas_overlays=\"bk-canvas-overlays\",n.bk_canvas_events=\"bk-canvas-events\"},function(t,e,n){t(311);var i=t(5);i.styles.append('.bk-root .bk-tool-icon-box-select {\\n background-image: url(\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAABmJLR0QA/wD/AP+gvaeTAAAACXBIWXMAAAsTAAALEwEAmpwYAAAAB3RJTUUH4gEMEg0kduFrowAAAIdJREFUWMPtVtEKwCAI9KL//4e9DPZ3+wP3KgOjNZouFYI4C8q7s7DtB1lGIeMoRMRinCLXg/ML3EcFqpjjloOyZxRntxpwQ8HsgHYARKFAtSFrCg3TCdMFCE1BuuALEXJLjC4qENsFVXCESZw38/kWLOkC/K4PcOc/Hj03WkoDT3EaWW9egQul6CUbq90JTwAAAABJRU5ErkJggg==\");\\n}\\n.bk-root .bk-tool-icon-box-zoom {\\n background-image: url(\"data:image/png;base64,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\");\\n}\\n.bk-root .bk-tool-icon-zoom-in {\\n background-image: url(\"data:image/png;base64,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\");\\n}\\n.bk-root .bk-tool-icon-zoom-out {\\n background-image: 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i=t(5);i.styles.append(\".bk-root .bk-logo {\\n margin: 5px;\\n position: relative;\\n display: block;\\n background-repeat: no-repeat;\\n}\\n.bk-root .bk-logo.bk-grey {\\n filter: url(\\\"data:image/svg+xml;utf8,#grayscale\\\");\\n /* Firefox 10+, Firefox on Android */\\n filter: gray;\\n /* IE6-9 */\\n -webkit-filter: grayscale(100%);\\n /* Chrome 19+, Safari 6+, Safari 6+ iOS */\\n}\\n.bk-root .bk-logo-small {\\n width: 20px;\\n height: 20px;\\n background-image: url(data:image/png;base64,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);\\n}\\n.bk-root .bk-logo-notebook {\\n display: inline-block;\\n vertical-align: middle;\\n margin-right: 5px;\\n}\\n\"),n.bk_logo=\"bk-logo\",n.bk_logo_notebook=\"bk-logo-notebook\",n.bk_logo_small=\"bk-logo-small\",n.bk_grey=\"bk-grey\"},function(t,e,n){t(311);var i=t(5);i.styles.append(\".bk-root .bk-menu {\\n position: absolute;\\n left: 0;\\n width: 100%;\\n z-index: 100;\\n cursor: pointer;\\n font-size: 12px;\\n background-color: #fff;\\n border: 1px solid #ccc;\\n border-radius: 4px;\\n box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);\\n}\\n.bk-root .bk-menu.bk-above {\\n bottom: 100%;\\n}\\n.bk-root .bk-menu.bk-below {\\n top: 100%;\\n}\\n.bk-root .bk-menu > .bk-divider {\\n height: 1px;\\n margin: 7.5px 0;\\n overflow: hidden;\\n background-color: #e5e5e5;\\n}\\n.bk-root .bk-menu > :not(.bk-divider) {\\n padding: 6px 12px;\\n}\\n.bk-root .bk-menu > :not(.bk-divider):hover,\\n.bk-root .bk-menu > :not(.bk-divider).bk-active {\\n background-color: #e6e6e6;\\n}\\n.bk-root .bk-caret {\\n display: inline-block;\\n vertical-align: middle;\\n width: 0;\\n height: 0;\\n margin: 0 5px;\\n}\\n.bk-root .bk-caret.bk-down {\\n border-top: 4px solid;\\n}\\n.bk-root .bk-caret.bk-up {\\n border-bottom: 4px solid;\\n}\\n.bk-root .bk-caret.bk-down,\\n.bk-root .bk-caret.bk-up {\\n border-right: 4px solid transparent;\\n border-left: 4px solid transparent;\\n}\\n.bk-root .bk-caret.bk-left {\\n border-right: 4px solid;\\n}\\n.bk-root .bk-caret.bk-right {\\n border-left: 4px solid;\\n}\\n.bk-root .bk-caret.bk-left,\\n.bk-root .bk-caret.bk-right {\\n border-top: 4px solid transparent;\\n border-bottom: 4px solid transparent;\\n}\\n\"),n.bk_menu=\"bk-menu\",n.bk_caret=\"bk-caret\",n.bk_divider=\"bk-divider\"},function(t,e,n){var i=t(5);i.styles.append(\"\"),n.bk_active=\"bk-active\",n.bk_inline=\"bk-inline\",n.bk_left=\"bk-left\",n.bk_right=\"bk-right\",n.bk_above=\"bk-above\",n.bk_below=\"bk-below\",n.bk_up=\"bk-up\",n.bk_down=\"bk-down\",n.bk_side=function(t){switch(t){case\"above\":return n.bk_above;case\"below\":return n.bk_below;case\"left\":return n.bk_left;case\"right\":return n.bk_right}}},function(t,e,n){t(311);var i=t(5);i.styles.append(\"/* notebook specific tweaks so no black outline and matching padding\\n/* can't be wrapped inside bk-root. here are the offending jupyter lines:\\n/* https://github.com/jupyter/notebook/blob/master/notebook/static/notebook/less/renderedhtml.less#L59-L76 */\\n.rendered_html .bk-root .bk-tooltip table,\\n.rendered_html .bk-root .bk-tooltip tr,\\n.rendered_html .bk-root .bk-tooltip th,\\n.rendered_html .bk-root .bk-tooltip td {\\n border: none;\\n padding: 1px;\\n}\\n\")},function(t,e,n){var i=t(5);i.styles.append(\".bk-root {\\n position: relative;\\n width: auto;\\n height: auto;\\n z-index: 0;\\n box-sizing: border-box;\\n font-family: Helvetica, Arial, sans-serif;\\n font-size: 10pt;\\n}\\n.bk-root .bk,\\n.bk-root .bk:before,\\n.bk-root .bk:after {\\n box-sizing: inherit;\\n margin: 0;\\n border: 0;\\n padding: 0;\\n 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n.from=function(t){if(!(t instanceof ArrayBuffer))throw new Error(\"Data must be an instance of ArrayBuffer.\");var i=new Uint8Array(t,0,2),r=i[0],o=i[1];if(251!==r)throw new Error(\"Data does not appear to be in a Flatbush format.\");if(o>>4!=3)throw new Error(\"Got v\"+(o>>4)+\" data when expected v3.\");var s=new Uint16Array(t,2,1),a=s[0],l=new Uint32Array(t,4,1),c=l[0];return new n(c,a,e[15&o],t)},n.prototype.add=function(t,e,n,i){var r=this._pos>>2;this._indices[r]=r,this._boxes[this._pos++]=t,this._boxes[this._pos++]=e,this._boxes[this._pos++]=n,this._boxes[this._pos++]=i,tthis.maxX&&(this.maxX=n),i>this.maxY&&(this.maxY=i)},n.prototype.finish=function(){if(this._pos>>2!==this.numItems)throw new Error(\"Added \"+(this._pos>>2)+\" items when expected \"+this.numItems+\".\");for(var t=this.maxX-this.minX,e=this.maxY-this.minY,n=new Uint32Array(this.numItems),i=0;i=s)){for(var 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a=this._boxes.length-4,l=this._queue,c=[],h=o*o;void 0!==a;){for(var u=Math.min(a+4*this.nodeSize,r(a,this._levelBounds)),_=a;_>2],p=i(t,this._boxes[_],this._boxes[_+2]),f=i(e,this._boxes[_+1],this._boxes[_+3]),m=p*p+f*f;a<4*this.numItems?(void 0===s||s(d))&&l.push(-d-1,m):l.push(d,m)}for(;l.length&&l.peek()<0;){var v=l.peekValue();if(v>h)return l.clear(),c;if(c.push(-l.pop()-1),c.length===n)return l.clear(),c}a=l.pop()}return l.clear(),c},n},\"object\"==typeof n&&void 0!==e?e.exports=r():(i=i||self).Flatbush=r()},function(t,e,n){\n", " /*! 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ct={pointerdown:R,pointermove:D,pointerup:F,pointercancel:V,pointerout:V},ht={2:\"touch\",3:\"pen\",4:\"mouse\",5:\"kinect\"},ut=\"pointerdown\",_t=\"pointermove pointerup pointercancel\";function dt(){this.evEl=ut,this.evWin=_t,K.apply(this,arguments),this.store=this.manager.session.pointerEvents=[]}t.MSPointerEvent&&!t.PointerEvent&&(ut=\"MSPointerDown\",_t=\"MSPointerMove MSPointerUp MSPointerCancel\"),g(dt,K,{handler:function(t){var e=this.store,n=!1,i=t.type.toLowerCase().replace(\"ms\",\"\"),r=ct[i],o=ht[t.pointerType]||t.pointerType,s=\"touch\"==o,a=S(e,t.pointerId,\"pointerId\");r&R&&(0===t.button||s)?a<0&&(e.push(t),a=e.length-1):r&(F|V)&&(n=!0),a<0||(e[a]=t,this.callback(this.manager,r,{pointers:e,changedPointers:[t],pointerType:o,srcEvent:t}),n&&e.splice(a,1))}});var pt={touchstart:R,touchmove:D,touchend:F,touchcancel:V},ft=\"touchstart\",mt=\"touchstart touchmove touchend touchcancel\";function vt(){this.evTarget=ft,this.evWin=mt,this.started=!1,K.apply(this,arguments)}g(vt,K,{handler:function(t){var e=pt[t.type];if(e===R&&(this.started=!0),this.started){var n=function(t,e){var n=M(t.touches),i=M(t.changedTouches);return e&(F|V)&&(n=E(n.concat(i),\"identifier\",!0)),[n,i]}.call(this,t,e);e&(F|V)&&n[0].length-n[1].length==0&&(this.started=!1),this.callback(this.manager,e,{pointers:n[0],changedPointers:n[1],pointerType:\"touch\",srcEvent:t})}}});var gt={touchstart:R,touchmove:D,touchend:F,touchcancel:V},yt=\"touchstart touchmove touchend touchcancel\";function bt(){this.evTarget=yt,this.targetIds={},K.apply(this,arguments)}g(bt,K,{handler:function(t){var e=gt[t.type],n=function(t,e){var n=M(t.touches),i=this.targetIds;if(e&(R|D)&&1===n.length)return i[n[0].identifier]=!0,[n,n];var r,o,s=M(t.changedTouches),a=[],l=this.target;if(o=n.filter(function(t){return k(t.target,l)}),e===R)for(r=0;r-1&&i.splice(t,1)},wt)}}g(At,K,{handler:function(t,e,n){var 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32},reset:function(){clearTimeout(this._timer)},emit:function(t){this.state===Dt&&(t&&t.eventType&F?this.manager.emit(this.options.event+\"up\",t):(this._input.timeStamp=u(),this.manager.emit(this.options.event,this._input)))}}),g(Xt,Ht,{defaults:{event:\"rotate\",threshold:0,pointers:2},getTouchAction:function(){return[Et]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||this.state&It)}}),g(qt,Ht,{defaults:{event:\"swipe\",threshold:10,velocity:.3,direction:W|J,pointers:1},getTouchAction:function(){return Yt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,n=this.options.direction;return n&(W|J)?e=t.overallVelocity:n&W?e=t.overallVelocityX:n&J&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&n&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&h(e)>this.options.velocity&&t.eventType&F},emit:function(t){var 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i.__extends(e,t),e.initClass=function(){this.define({title:[a.String,\"\"],callback:[a.Any]})},e.__name__=\"InputWidget\",e}(o.Control);n.InputWidget=u,u.initClass()},455:function(t,e,n){var i=t(452);n.Widgets=i;var o=t(0);o.register_models(i)},456:function(t,e,n){var i=t(426),o=t(13),r=t(5),a=t(18),s=t(487),l=t(471),u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){e.render(),e.root.compute_layout()})},e.prototype._update_layout=function(){this.layout=new o.VariadicBox(this.el),this.layout.set_sizing(this.box_sizing())},e.prototype.render=function(){t.prototype.render.call(this);var e=i.__assign({},this.model.style,{display:\"inline-block\"});this.markup_el=r.div({class:l.bk_clearfix,style:e}),this.el.appendChild(this.markup_el)},e.__name__=\"MarkupView\",e}(s.WidgetView);n.MarkupView=u;var c=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.initClass=function(){this.define({text:[a.String,\"\"],style:[a.Any,{}]})},e.__name__=\"Markup\",e}(s.Widget);n.Markup=c,c.initClass()},457:function(t,e,n){var i=t(426),o=t(5),r=t(46),a=t(32),s=t(18),l=t(454),u=t(472),c=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.value.change,function(){return e.render_selection()}),this.connect(this.model.properties.options.change,function(){return e.render()}),this.connect(this.model.properties.name.change,function(){return e.render()}),this.connect(this.model.properties.title.change,function(){return e.render()}),this.connect(this.model.properties.size.change,function(){return e.render()}),this.connect(this.model.properties.disabled.change,function(){return e.render()})},e.prototype.render=function(){var e=this;t.prototype.render.call(this);var n=this.model.options.map(function(t){var e,n;return r.isString(t)?e=n=t:(e=t[0],n=t[1]),o.option({value:e},n)});this.select_el=o.select({multiple:!0,class:u.bk_input,name:this.model.name,disabled:this.model.disabled},n),this.select_el.addEventListener(\"change\",function(){return e.change_input()}),this.group_el.appendChild(this.select_el),this.render_selection()},e.prototype.render_selection=function(){for(var t=new a.Set(this.model.value),e=0,n=Array.from(this.el.querySelectorAll(\"option\"));e *:not(:first-child) {\\n margin-left: 5px;\\n}\\n.bk-root .bk-input-group input[type=\"checkbox\"] + span,\\n.bk-root .bk-input-group input[type=\"radio\"] + span {\\n position: relative;\\n top: -2px;\\n margin-left: 3px;\\n}\\n'),n.bk_input=\"bk-input\",n.bk_input_group=\"bk-input-group\"},473:function(t,e,n){t(311);var i=t(5);i.styles.append('.bk-root {\\n /* Functional styling;\\n * These styles are required for noUiSlider to function.\\n * You don\\'t need to change these rules to apply your design.\\n */\\n /* Painting and performance;\\n * Browsers can paint handles in their own layer.\\n */\\n /* Slider size and handle placement;\\n */\\n /* Styling;\\n */\\n /* Handles and cursors;\\n */\\n /* Handle stripes;\\n */\\n /* Disabled state;\\n */\\n /* Base;\\n *\\n */\\n /* Values;\\n *\\n */\\n /* Markings;\\n *\\n */\\n /* Horizontal layout;\\n *\\n */\\n /* Vertical layout;\\n *\\n */\\n}\\n.bk-root .bk-noUi-target,\\n.bk-root .bk-noUi-target * {\\n -webkit-touch-callout: none;\\n -webkit-tap-highlight-color: rgba(0, 0, 0, 0);\\n -webkit-user-select: none;\\n -ms-touch-action: none;\\n touch-action: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n user-select: none;\\n -moz-box-sizing: border-box;\\n box-sizing: border-box;\\n}\\n.bk-root .bk-noUi-target {\\n position: relative;\\n direction: ltr;\\n}\\n.bk-root .bk-noUi-base {\\n width: 100%;\\n height: 100%;\\n position: relative;\\n z-index: 1;\\n /* Fix 401 */\\n}\\n.bk-root .bk-noUi-connect {\\n position: absolute;\\n right: 0;\\n top: 0;\\n left: 0;\\n bottom: 0;\\n}\\n.bk-root .bk-noUi-origin {\\n position: absolute;\\n height: 0;\\n width: 0;\\n}\\n.bk-root .bk-noUi-handle {\\n position: relative;\\n z-index: 1;\\n}\\n.bk-root .bk-noUi-state-tap .bk-noUi-connect,\\n.bk-root .bk-noUi-state-tap .bk-noUi-origin {\\n -webkit-transition: top 0.3s, right 0.3s, bottom 0.3s, left 0.3s;\\n transition: top 0.3s, right 0.3s, bottom 0.3s, left 0.3s;\\n}\\n.bk-root .bk-noUi-state-drag * {\\n cursor: inherit !important;\\n}\\n.bk-root .bk-noUi-base,\\n.bk-root .bk-noUi-handle {\\n -webkit-transform: translate3d(0, 0, 0);\\n transform: translate3d(0, 0, 0);\\n}\\n.bk-root .bk-noUi-horizontal {\\n height: 18px;\\n}\\n.bk-root .bk-noUi-horizontal .bk-noUi-handle {\\n width: 34px;\\n height: 28px;\\n left: -17px;\\n top: -6px;\\n}\\n.bk-root .bk-noUi-vertical {\\n width: 18px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle {\\n width: 28px;\\n height: 34px;\\n left: -6px;\\n top: -17px;\\n}\\n.bk-root .bk-noUi-target {\\n background: #FAFAFA;\\n border-radius: 4px;\\n border: 1px solid #D3D3D3;\\n box-shadow: inset 0 1px 1px #F0F0F0, 0 3px 6px -5px #BBB;\\n}\\n.bk-root .bk-noUi-connect {\\n background: #3FB8AF;\\n border-radius: 4px;\\n box-shadow: inset 0 0 3px rgba(51, 51, 51, 0.45);\\n -webkit-transition: background 450ms;\\n transition: background 450ms;\\n}\\n.bk-root .bk-noUi-draggable {\\n cursor: ew-resize;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-draggable {\\n cursor: ns-resize;\\n}\\n.bk-root .bk-noUi-handle {\\n border: 1px solid #D9D9D9;\\n border-radius: 3px;\\n background: #FFF;\\n cursor: default;\\n box-shadow: inset 0 0 1px #FFF, inset 0 1px 7px #EBEBEB, 0 3px 6px -3px #BBB;\\n}\\n.bk-root .bk-noUi-active {\\n box-shadow: inset 0 0 1px #FFF, inset 0 1px 7px #DDD, 0 3px 6px -3px #BBB;\\n}\\n.bk-root .bk-noUi-handle:before,\\n.bk-root .bk-noUi-handle:after {\\n content: \"\";\\n display: block;\\n position: absolute;\\n height: 14px;\\n width: 1px;\\n background: #E8E7E6;\\n left: 14px;\\n top: 6px;\\n}\\n.bk-root .bk-noUi-handle:after {\\n left: 17px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle:before,\\n.bk-root .bk-noUi-vertical .bk-noUi-handle:after {\\n width: 14px;\\n height: 1px;\\n left: 6px;\\n top: 14px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle:after {\\n top: 17px;\\n}\\n.bk-root [disabled] .bk-noUi-connect {\\n background: #B8B8B8;\\n}\\n.bk-root [disabled].bk-noUi-target,\\n.bk-root [disabled].bk-noUi-handle,\\n.bk-root [disabled] .bk-noUi-handle {\\n cursor: not-allowed;\\n}\\n.bk-root .bk-noUi-pips,\\n.bk-root .bk-noUi-pips * {\\n -moz-box-sizing: border-box;\\n box-sizing: border-box;\\n}\\n.bk-root .bk-noUi-pips {\\n position: absolute;\\n color: #999;\\n}\\n.bk-root .bk-noUi-value {\\n position: absolute;\\n white-space: nowrap;\\n text-align: center;\\n}\\n.bk-root .bk-noUi-value-sub {\\n color: #ccc;\\n font-size: 10px;\\n}\\n.bk-root .bk-noUi-marker {\\n position: absolute;\\n background: #CCC;\\n}\\n.bk-root .bk-noUi-marker-sub {\\n background: #AAA;\\n}\\n.bk-root .bk-noUi-marker-large {\\n background: #AAA;\\n}\\n.bk-root .bk-noUi-pips-horizontal {\\n padding: 10px 0;\\n height: 80px;\\n top: 100%;\\n left: 0;\\n width: 100%;\\n}\\n.bk-root .bk-noUi-value-horizontal {\\n -webkit-transform: translate3d(-50%, 50%, 0);\\n transform: translate3d(-50%, 50%, 0);\\n}\\n.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker {\\n margin-left: -1px;\\n width: 2px;\\n height: 5px;\\n}\\n.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker-sub {\\n height: 10px;\\n}\\n.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker-large {\\n height: 15px;\\n}\\n.bk-root .bk-noUi-pips-vertical {\\n padding: 0 10px;\\n height: 100%;\\n top: 0;\\n left: 100%;\\n}\\n.bk-root .bk-noUi-value-vertical {\\n -webkit-transform: translate3d(0, 50%, 0);\\n transform: translate3d(0, 50%, 0);\\n padding-left: 25px;\\n}\\n.bk-root .bk-noUi-marker-vertical.bk-noUi-marker {\\n width: 5px;\\n height: 2px;\\n margin-top: -1px;\\n}\\n.bk-root .bk-noUi-marker-vertical.bk-noUi-marker-sub {\\n width: 10px;\\n}\\n.bk-root .bk-noUi-marker-vertical.bk-noUi-marker-large {\\n width: 15px;\\n}\\n.bk-root .bk-noUi-tooltip {\\n display: block;\\n position: absolute;\\n border: 1px solid #D9D9D9;\\n border-radius: 3px;\\n background: #fff;\\n color: #000;\\n padding: 5px;\\n text-align: center;\\n white-space: nowrap;\\n}\\n.bk-root .bk-noUi-horizontal .bk-noUi-tooltip {\\n -webkit-transform: translate(-50%, 0);\\n transform: translate(-50%, 0);\\n left: 50%;\\n bottom: 120%;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-tooltip {\\n -webkit-transform: translate(0, -50%);\\n transform: translate(0, -50%);\\n top: 50%;\\n right: 120%;\\n}\\n.bk-root .bk-noUi-handle {\\n cursor: grab;\\n cursor: -webkit-grab;\\n}\\n.bk-root .bk-noUi-handle.bk-noUi-active {\\n cursor: grabbing;\\n cursor: -webkit-grabbing;\\n}\\n.bk-root .bk-noUi-tooltip {\\n display: none;\\n white-space: nowrap;\\n}\\n.bk-root .bk-noUi-handle:hover .bk-noUi-tooltip {\\n display: block;\\n}\\n.bk-root .bk-noUi-horizontal {\\n width: 100%;\\n height: 10px;\\n}\\n.bk-root .bk-noUi-horizontal.bk-noUi-target {\\n margin: 5px 0px;\\n}\\n.bk-root .bk-noUi-horizontal .bk-noUi-handle {\\n width: 14px;\\n height: 18px;\\n left: -7px;\\n top: -5px;\\n}\\n.bk-root .bk-noUi-vertical {\\n width: 10px;\\n height: 100%;\\n}\\n.bk-root .bk-noUi-vertical.bk-noUi-target {\\n margin: 0px 5px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle {\\n width: 18px;\\n height: 14px;\\n left: -5px;\\n top: -7px;\\n}\\n.bk-root .bk-noUi-handle:after,\\n.bk-root .bk-noUi-handle:before {\\n display: none;\\n}\\n.bk-root .bk-noUi-connect {\\n box-shadow: none;\\n}\\n')},474:function(t,e,n){t(311);var i=t(5);i.styles.append('.bk-root {\\n @charset \"UTF-8\";\\n /*!\\n * Pikaday\\n * Copyright © 2014 David Bushell | BSD & MIT license | https://dbushell.com/\\n */\\n /*\\nclear child float (pika-lendar), using the famous micro clearfix hack\\nhttp://nicolasgallagher.com/micro-clearfix-hack/\\n*/\\n /* styling for abbr */\\n}\\n.bk-root .pika-single {\\n z-index: 9999;\\n display: block;\\n position: relative;\\n color: #333;\\n background: #fff;\\n border: 1px solid #ccc;\\n border-bottom-color: #bbb;\\n font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\\n}\\n.bk-root .pika-single:before,\\n.bk-root .pika-single:after {\\n content: \" \";\\n display: table;\\n}\\n.bk-root .pika-single:after {\\n clear: both;\\n}\\n.bk-root .pika-single.is-hidden {\\n display: none;\\n}\\n.bk-root .pika-single.is-bound {\\n position: absolute;\\n box-shadow: 0 5px 15px -5px rgba(0, 0, 0, 0.5);\\n}\\n.bk-root .pika-lendar {\\n float: left;\\n width: 240px;\\n margin: 8px;\\n}\\n.bk-root .pika-title {\\n position: relative;\\n text-align: center;\\n}\\n.bk-root .pika-label {\\n display: inline-block;\\n position: relative;\\n z-index: 9999;\\n overflow: hidden;\\n margin: 0;\\n padding: 5px 3px;\\n font-size: 14px;\\n line-height: 20px;\\n font-weight: bold;\\n background-color: #fff;\\n}\\n.bk-root .pika-title select {\\n cursor: pointer;\\n position: absolute;\\n z-index: 9998;\\n margin: 0;\\n left: 0;\\n top: 5px;\\n opacity: 0;\\n}\\n.bk-root .pika-prev,\\n.bk-root .pika-next {\\n display: block;\\n cursor: pointer;\\n position: relative;\\n outline: none;\\n border: 0;\\n padding: 0;\\n width: 20px;\\n height: 30px;\\n /* hide text using text-indent trick, using width value (it\\'s enough) */\\n text-indent: 20px;\\n white-space: nowrap;\\n overflow: hidden;\\n background-color: transparent;\\n background-position: center center;\\n background-repeat: no-repeat;\\n background-size: 75% 75%;\\n opacity: 0.5;\\n}\\n.bk-root .pika-prev:hover,\\n.bk-root .pika-next:hover {\\n opacity: 1;\\n}\\n.bk-root .pika-prev,\\n.bk-root .is-rtl .pika-next {\\n float: left;\\n background-image: url(\\'data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAeCAYAAAAsEj5rAAAAUklEQVR42u3VMQoAIBADQf8Pgj+OD9hG2CtONJB2ymQkKe0HbwAP0xucDiQWARITIDEBEnMgMQ8S8+AqBIl6kKgHiXqQqAeJepBo/z38J/U0uAHlaBkBl9I4GwAAAABJRU5ErkJggg==\\');\\n}\\n.bk-root .pika-next,\\n.bk-root .is-rtl .pika-prev {\\n float: right;\\n background-image: url(\\'data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAeCAYAAAAsEj5rAAAAU0lEQVR42u3VOwoAMAgE0dwfAnNjU26bYkBCFGwfiL9VVWoO+BJ4Gf3gtsEKKoFBNTCoCAYVwaAiGNQGMUHMkjGbgjk2mIONuXo0nC8XnCf1JXgArVIZAQh5TKYAAAAASUVORK5CYII=\\');\\n}\\n.bk-root .pika-prev.is-disabled,\\n.bk-root .pika-next.is-disabled {\\n cursor: default;\\n opacity: 0.2;\\n}\\n.bk-root .pika-select {\\n display: inline-block;\\n}\\n.bk-root .pika-table {\\n width: 100%;\\n border-collapse: collapse;\\n border-spacing: 0;\\n border: 0;\\n}\\n.bk-root .pika-table th,\\n.bk-root .pika-table td {\\n width: 14.28571429%;\\n padding: 0;\\n}\\n.bk-root .pika-table th {\\n color: #999;\\n font-size: 12px;\\n line-height: 25px;\\n font-weight: bold;\\n text-align: center;\\n}\\n.bk-root .pika-button {\\n cursor: pointer;\\n display: block;\\n box-sizing: border-box;\\n -moz-box-sizing: border-box;\\n outline: none;\\n border: 0;\\n margin: 0;\\n width: 100%;\\n padding: 5px;\\n color: #666;\\n font-size: 12px;\\n line-height: 15px;\\n text-align: right;\\n background: #f5f5f5;\\n}\\n.bk-root .pika-week {\\n font-size: 11px;\\n color: #999;\\n}\\n.bk-root .is-today .pika-button {\\n color: #33aaff;\\n font-weight: bold;\\n}\\n.bk-root .is-selected .pika-button,\\n.bk-root .has-event .pika-button {\\n color: #fff;\\n font-weight: bold;\\n background: #33aaff;\\n box-shadow: inset 0 1px 3px #178fe5;\\n border-radius: 3px;\\n}\\n.bk-root .has-event .pika-button {\\n background: #005da9;\\n box-shadow: inset 0 1px 3px #0076c9;\\n}\\n.bk-root .is-disabled .pika-button,\\n.bk-root .is-inrange .pika-button {\\n background: #D5E9F7;\\n}\\n.bk-root .is-startrange .pika-button {\\n color: #fff;\\n background: #6CB31D;\\n box-shadow: none;\\n border-radius: 3px;\\n}\\n.bk-root .is-endrange .pika-button {\\n color: #fff;\\n background: #33aaff;\\n box-shadow: none;\\n border-radius: 3px;\\n}\\n.bk-root .is-disabled .pika-button {\\n pointer-events: none;\\n cursor: default;\\n color: #999;\\n opacity: 0.3;\\n}\\n.bk-root .is-outside-current-month .pika-button {\\n color: #999;\\n opacity: 0.3;\\n}\\n.bk-root .is-selection-disabled {\\n pointer-events: none;\\n cursor: default;\\n}\\n.bk-root .pika-button:hover,\\n.bk-root .pika-row.pick-whole-week:hover .pika-button {\\n color: #fff;\\n background: #ff8000;\\n box-shadow: none;\\n border-radius: 3px;\\n}\\n.bk-root .pika-table abbr {\\n border-bottom: none;\\n cursor: help;\\n}\\n')},475:function(t,e,n){t(311),t(473);var i=t(5);i.styles.append(\".bk-root .bk-slider-title {\\n white-space: nowrap;\\n}\\n.bk-root .bk-slider-value {\\n font-weight: 600;\\n}\\n\"),n.bk_slider_value=\"bk-slider-value\",n.bk_slider_title=\"bk-slider-title\",n.bk_input_group=\"bk-input-group\"},476:function(t,e,n){\n", " /*! nouislider - 10.1.0 - 2017-07-28 17:11:18 */var i;i=function(){\"use strict\";var t=\"10.1.0\";function e(t){t.preventDefault()}function n(t){return\"number\"==typeof t&&!isNaN(t)&&isFinite(t)}function i(t,e,n){n>0&&(a(t,e),setTimeout(function(){s(t,e)},n))}function o(t){return Array.isArray(t)?t:[t]}function r(t){var e=(t=String(t)).split(\".\");return e.length>1?e[1].length:0}function a(t,e){t.classList?t.classList.add(e):t.className+=\" \"+e}function s(t,e){t.classList?t.classList.remove(e):t.className=t.className.replace(new RegExp(\"(^|\\\\b)\"+e.split(\" \").join(\"|\")+\"(\\\\b|$)\",\"gi\"),\" \")}function l(t){var e=void 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38:e.adjustDate(\"subtract\",7);break;case 39:e.adjustDate(\"add\",1);break;case 40:e.adjustDate(\"add\",7);break;case 8:case 46:e.setDate(null)}},e._parseFieldValue=function(){return n.parse?n.parse(n.field.value,n.format):new Date(Date.parse(n.field.value))},e._onInputChange=function(t){var n;t.firedBy!==e&&(n=e._parseFieldValue(),u(n)&&e.setDate(n),e._v||e.show())},e._onInputFocus=function(){e.show()},e._onInputClick=function(){e.show()},e._onInputBlur=function(){var t=document.activeElement;do{if(r(t,\"pika-single\"))return}while(t=t.parentNode);e._c||(e._b=setTimeout(function(){e.hide()},50)),e._c=!1},e._onClick=function(t){var i=(t=t||window.event).target||t.srcElement,o=i;if(i){do{if(r(o,\"pika-single\")||o===n.trigger)return}while(o=o.parentNode);e._v&&i!==n.trigger&&o!==n.trigger&&e.hide()}},e.el=document.createElement(\"div\"),e.el.className=\"pika-single\"+(n.isRTL?\" is-rtl\":\"\")+(n.theme?\" \"+n.theme:\"\"),i(e.el,\"mousedown\",e._onMouseDown,!0),i(e.el,\"touchend\",e._onMouseDown,!0),i(e.el,\"change\",e._onChange),n.keyboardInput&&i(document,\"keydown\",e._onKeyChange),n.field&&(n.container?n.container.appendChild(e.el):n.bound?document.body.appendChild(e.el):n.field.parentNode.insertBefore(e.el,n.field.nextSibling),i(n.field,\"change\",e._onInputChange),n.defaultDate||(n.defaultDate=e._parseFieldValue(),n.setDefaultDate=!0));var o=n.defaultDate;u(o)?n.setDefaultDate?e.setDate(o,!0):e.gotoDate(o):e.gotoDate(new Date),n.bound?(this.hide(),e.el.className+=\" is-bound\",i(n.trigger,\"click\",e._onInputClick),i(n.trigger,\"focus\",e._onInputFocus),i(n.trigger,\"blur\",e._onInputBlur)):this.show()};C.prototype={config:function(t){this._o||(this._o=_({},g,!0));var e=_(this._o,t,!0);e.isRTL=!!e.isRTL,e.field=e.field&&e.field.nodeName?e.field:null,e.theme=\"string\"==typeof e.theme&&e.theme?e.theme:null,e.bound=!!(void 0!==e.bound?e.field&&e.bound:e.field),e.trigger=e.trigger&&e.trigger.nodeName?e.trigger:e.field,e.disableWeekends=!!e.disableWeekends,e.disableDayFn=\"function\"==typeof e.disableDayFn?e.disableDayFn:null;var n=parseInt(e.numberOfMonths,10)||1;if(e.numberOfMonths=n>4?4:n,u(e.minDate)||(e.minDate=!1),u(e.maxDate)||(e.maxDate=!1),e.minDate&&e.maxDate&&e.maxDate100&&(e.yearRange=100);return e},toString:function(t){return t=t||this._o.format,u(this._d)?this._o.toString?this._o.toString(this._d,t):this._d.toDateString():\"\"},getDate:function(){return u(this._d)?new Date(this._d.getTime()):null},setDate:function(t,e){if(!t)return this._d=null,this._o.field&&(this._o.field.value=\"\",m(this._o.field,\"change\",{firedBy:this})),this.draw();if(\"string\"==typeof t&&(t=new Date(Date.parse(t))),u(t)){var n=this._o.minDate,i=this._o.maxDate;u(n)&&ti&&(t=i),this._d=new Date(t.getTime()),h(this._d),this.gotoDate(this._d),this._o.field&&(this._o.field.value=this.toString(),m(this._o.field,\"change\",{firedBy:this})),e||\"function\"!=typeof this._o.onSelect||this._o.onSelect.call(this,this.getDate())}},clear:function(){this.setDate(null)},gotoDate:function(t){var e=!0;if(u(t)){if(this.calendars){var n=new Date(this.calendars[0].year,this.calendars[0].month,1),i=new Date(this.calendars[this.calendars.length-1].year,this.calendars[this.calendars.length-1].month,1),o=t.getTime();i.setMonth(i.getMonth()+1),i.setDate(i.getDate()-1),e=o=o&&(this._y=o,!isNaN(a)&&this._m>a&&(this._m=a));for(var l=0;l\";this.el.innerHTML=s,n.bound&&\"hidden\"!==n.field.type&&setTimeout(function(){n.trigger.focus()},1),\"function\"==typeof this._o.onDraw&&this._o.onDraw(this),n.bound&&n.field.setAttribute(\"aria-label\",n.ariaLabel)}},adjustPosition:function(){var t,e,n,i,o,r,l,u,c,d,p,h;if(!this._o.container){if(this.el.style.position=\"absolute\",t=this._o.trigger,e=t,n=this.el.offsetWidth,i=this.el.offsetHeight,o=window.innerWidth||document.documentElement.clientWidth,r=window.innerHeight||document.documentElement.clientHeight,l=window.pageYOffset||document.body.scrollTop||document.documentElement.scrollTop,p=!0,h=!0,\"function\"==typeof t.getBoundingClientRect)d=t.getBoundingClientRect(),u=d.left+window.pageXOffset,c=d.bottom+window.pageYOffset;else for(u=e.offsetLeft,c=e.offsetTop+e.offsetHeight;e=e.offsetParent;)u+=e.offsetLeft,c+=e.offsetTop;(this._o.reposition&&u+n>o||this._o.position.indexOf(\"right\")>-1&&u-n+t.offsetWidth>0)&&(u=u-n+t.offsetWidth,p=!1),(this._o.reposition&&c+i>r+l||this._o.position.indexOf(\"top\")>-1&&c-i-t.offsetHeight>0)&&(c=c-i-t.offsetHeight,h=!1),this.el.style.left=u+\"px\",this.el.style.top=c+\"px\",a(this.el,p?\"left-aligned\":\"right-aligned\"),a(this.el,h?\"bottom-aligned\":\"top-aligned\"),s(this.el,p?\"right-aligned\":\"left-aligned\"),s(this.el,h?\"top-aligned\":\"bottom-aligned\")}},render:function(t,e,n){var i=this._o,o=new Date,r=p(t,e),a=new Date(t,e,1).getDay(),s=[],l=[];h(o),i.firstDay>0&&(a-=i.firstDay)<0&&(a+=7);for(var d=0===e?11:e-1,_=11===e?0:e+1,m=0===e?t-1:t,b=11===e?t+1:t,g=p(m,d),v=r+a,x=v;x>7;)x-=7;v+=7-x;for(var C=!1,D=0,A=0;D=r+a,I=D-a+1,B=e,R=t,T=i.startRange&&f(i.startRange,E),P=i.endRange&&f(i.endRange,E),F=i.startRange&&i.endRange&&i.startRangei.maxDate||i.disableWeekends&&c(E)||i.disableDayFn&&i.disableDayFn(E);N&&(D/g,\">\")},t.__name__=\"CellFormatter\",t}(e(62).Model);n.CellFormatter=c;var u=function(e){function t(t){return e.call(this,t)||this}return o.__extends(t,e),t.initClass=function(){this.define({font_style:[l.FontStyle,\"normal\"],text_align:[l.TextAlign,\"left\"],text_color:[l.Color]})},t.prototype.doFormat=function(e,t,n,o,r){var i=this.font_style,A=this.text_align,l=this.text_color,s=a.div({},null==n?\"\":\"\"+n);switch(i){case\"bold\":s.style.fontWeight=\"bold\";break;case\"italic\":s.style.fontStyle=\"italic\"}return null!=A&&(s.style.textAlign=A),null!=l&&(s.style.color=l),s.outerHTML},t.__name__=\"StringFormatter\",t}(c);n.StringFormatter=u,u.initClass();var d=function(e){function t(t){return e.call(this,t)||this}return o.__extends(t,e),t.initClass=function(){this.define({format:[l.String,\"0,0\"],language:[l.String,\"en\"],rounding:[l.RoundingFunction,\"round\"]})},t.prototype.doFormat=function(t,n,o,i,A){var l=this,a=this.format,s=this.language,c=function(){switch(l.rounding){case\"round\":case\"nearest\":return Math.round;case\"floor\":case\"rounddown\":return Math.floor;case\"ceil\":case\"roundup\":return Math.ceil}}();return o=r.format(o,a,s,c),e.prototype.doFormat.call(this,t,n,o,i,A)},t.__name__=\"NumberFormatter\",t}(u);n.NumberFormatter=d,d.initClass();var p=function(e){function t(t){return e.call(this,t)||this}return o.__extends(t,e),t.initClass=function(){this.define({icon:[l.String,\"check\"]})},t.prototype.doFormat=function(e,t,n,o,r){return n?a.i({class:this.icon}).outerHTML:\"\"},t.__name__=\"BooleanFormatter\",t}(c);n.BooleanFormatter=p,p.initClass();var f=function(e){function t(t){return e.call(this,t)||this}return o.__extends(t,e),t.initClass=function(){this.define({format:[l.String,\"ISO-8601\"]})},t.prototype.getFormat=function(){switch(this.format){case\"ATOM\":case\"W3C\":case\"RFC-3339\":case\"ISO-8601\":return\"%Y-%m-%d\";case\"COOKIE\":return\"%a, %d %b %Y\";case\"RFC-850\":return\"%A, %d-%b-%y\";case\"RFC-1123\":case\"RFC-2822\":return\"%a, %e %b %Y\";case\"RSS\":case\"RFC-822\":case\"RFC-1036\":return\"%a, %e %b %y\";case\"TIMESTAMP\":return;default:return this.format}},t.prototype.doFormat=function(t,n,o,r,i){o=s.isString(o)?parseInt(o,10):o;var l=A(o,this.getFormat());return e.prototype.doFormat.call(this,t,n,l,r,i)},t.__name__=\"DateFormatter\",t}(c);n.DateFormatter=f,f.initClass();var h=function(e){function t(t){return e.call(this,t)||this}return o.__extends(t,e),t.initClass=function(){this.define({template:[l.String,\"<%= value %>\"]})},t.prototype.doFormat=function(e,t,n,r,A){var l=this.template;return null==n?\"\":i(l)(o.__assign({},A,{value:n}))},t.__name__=\"HTMLTemplateFormatter\",t}(c);n.HTMLTemplateFormatter=h,h.initClass()},480:function(e,t,n){var o=e(426),r=e(18),i=e(5),A=e(491),l=e(481);function a(e,t,n,o,r){var A=r.collapsed,l=r.level,a=r.title,s=i.span({class:\"slick-group-toggle \"+(A?\"collapsed\":\"expanded\"),style:{\"margin-left\":15*l+\"px\"}}),c=i.span({class:\"slick-group-title\",level:l},a);return\"\"+s.outerHTML+c.outerHTML}function s(e,t){var n=this.getDataItem(t.row);n instanceof A.Group&&e.target.classList.contains(\"slick-group-toggle\")&&(n.collapsed?this.getData().expandGroup(n.groupingKey):this.getData().collapseGroup(n.groupingKey),e.stopImmediatePropagation(),e.preventDefault(),this.invalidate(),this.render())}var c=function(e){function t(t){return e.call(this,t)||this}return o.__extends(t,e),t.initClass=function(){this.prototype.type=\"GroupingInfo\",this.define({getter:[r.String,\"\"],aggregators:[r.Array,[]],collapsed:[r.Boolean,!1]})},Object.defineProperty(t.prototype,\"comparer\",{get:function(){return function(e,t){return e.value===t.value?0:e.value>t.value?1:-1}},enumerable:!0,configurable:!0}),t.__name__=\"GroupingInfo\",t}(e(62).Model);n.GroupingInfo=c,c.initClass();var u=function(e){function t(t,n,o,r){var i=e.call(this,t,n)||this;return i.columns=o,i.groupingInfos=[],i.groupingDelimiter=\":|:\",i.target=r,i}return o.__extends(t,e),t.prototype.setGrouping=function(e){this.groupingInfos=e,this.toggledGroupsByLevel=e.map(function(){return{}}),this.refresh()},t.prototype.extractGroups=function(e,t){var n=this,o=[],r=new Map,i=t?t.level+1:0,l=this.groupingInfos[i],a=l.comparer,s=l.getter;return e.forEach(function(e){var l=n.source.data[s][e],a=r.get(l);if(!a){var c=t?\"\"+t.groupingKey+n.groupingDelimiter+l:\"\"+l;a=Object.assign(new A.Group,{value:l,level:i,groupingKey:c}),o.push(a),r.set(l,a)}a.rows.push(e)}),i$/,\"span>\"))}),delete o[0].editor,this.data=new u(this.model.source,this.model.view,o,this.model.target),this.data.setGrouping(this.model.grouping),this.el.style.width=this.model.width+\"px\",this.grid=new A.Grid(this.el,this.data,o,n),this.grid.onClick.subscribe(s)},t.__name__=\"DataCubeView\",t}(l.DataTableView);n.DataCubeView=d;var p=function(e){function t(t){return e.call(this,t)||this}return o.__extends(t,e),t.initClass=function(){this.prototype.type=\"DataCube\",this.prototype.default_view=d,this.define({grouping:[r.Array,[]],target:[r.Instance]})},t.__name__=\"DataCube\",t}(l.DataTable);n.DataCube=p,p.initClass()},481:function(e,t,n){var o=e(426),r=e(496).RowSelectionModel,i=e(495).CheckboxSelectColumn,A=e(494).CellExternalCopyManager,l=e(491),a=e(18),s=e(40),c=e(46),u=e(24),d=e(35),p=e(17),f=e(13),h=e(486),g=e(487),m=e(489);n.DTINDEX_NAME=\"__bkdt_internal_index__\";var v=function(){function e(e,t){if(this.source=e,this.view=t,n.DTINDEX_NAME in this.source.data)throw new Error(\"special name \"+n.DTINDEX_NAME+\" cannot be used as a data table column\");this.index=this.view.indices}return e.prototype.getLength=function(){return this.index.length},e.prototype.getItem=function(e){for(var t={},o=0,r=d.keys(this.source.data);ou?s:-s;if(0!=d)return d}return 0})},e.__name__=\"TableDataProvider\",e}();n.TableDataProvider=v;var w=function(e){function t(){var t=null!==e&&e.apply(this,arguments)||this;return t._in_selection_update=!1,t._warned_not_reorderable=!1,t}return o.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.render()}),this.connect(this.model.source.streaming,function(){return t.updateGrid()}),this.connect(this.model.source.patching,function(){return t.updateGrid()}),this.connect(this.model.source.change,function(){return t.updateGrid()}),this.connect(this.model.source.properties.data.change,function(){return t.updateGrid()}),this.connect(this.model.source.selected.change,function(){return t.updateSelection()}),this.connect(this.model.source.selected.properties.indices.change,function(){return t.updateSelection()})},t.prototype._update_layout=function(){this.layout=new f.LayoutItem,this.layout.set_sizing(this.box_sizing())},t.prototype.update_position=function(){e.prototype.update_position.call(this),this.grid.resizeCanvas()},t.prototype.updateGrid=function(){var e=this;this.model.view.compute_indices(),this.data.constructor(this.model.source,this.model.view);var t=this.grid.getColumns(),n=this.grid.getSortColumns().map(function(n){return{sortCol:{field:t[e.grid.getColumnIndex(n.columnId)].field},sortAsc:n.sortAsc}});this.data.sort(n),this.grid.invalidate(),this.grid.render()},t.prototype.updateSelection=function(){var e=this;if(!this._in_selection_update){var t=this.model.source.selected.indices.map(function(t){return e.data.index.indexOf(t)}).sort();this._in_selection_update=!0,this.grid.setSelectedRows(t),this._in_selection_update=!1;var n=this.grid.getViewport(),o=this.model.get_scroll_index(n,t);null!=o&&this.grid.scrollRowToTop(o)}},t.prototype.newIndexColumn=function(){return{id:s.uniqueId(),name:this.model.index_header,field:n.DTINDEX_NAME,width:this.model.index_width,behavior:\"select\",cannotTriggerInsert:!0,resizable:!1,selectable:!1,sortable:!0,cssClass:m.bk_cell_index,headerCssClass:m.bk_header_index}},t.prototype.css_classes=function(){return e.prototype.css_classes.call(this).concat(m.bk_data_table)},t.prototype.render=function(){var e,t=this,n=this.model.columns.map(function(e){return e.toColumn()});if(\"checkbox\"==this.model.selectable&&(e=new i({cssClass:m.bk_cell_select}),n.unshift(e.getColumnDefinition())),null!=this.model.index_position){var o=this.model.index_position,a=this.newIndexColumn();-1==o?n.push(a):o<-1?n.splice(o+1,0,a):n.splice(o,0,a)}var s=this.model.reorderable;!s||\"undefined\"!=typeof $&&null!=$.fn&&null!=$.fn.sortable||(this._warned_not_reorderable||(p.logger.warn(\"jquery-ui is required to enable DataTable.reorderable\"),this._warned_not_reorderable=!0),s=!1);var u={enableCellNavigation:!1!==this.model.selectable,enableColumnReorder:s,forceFitColumns:this.model.fit_columns,multiColumnSort:this.model.sortable,editable:this.model.editable,autoEdit:!1,rowHeight:this.model.row_height};if(this.data=new v(this.model.source,this.model.view),this.grid=new l.Grid(this.el,this.data,n,u),this.grid.onSort.subscribe(function(e,o){n=o.sortCols,t.data.sort(n),t.grid.invalidate(),t.updateSelection(),t.grid.render(),t.model.header_row||t._hide_header(),t.model.update_sort_columns(n)}),!1!==this.model.selectable){this.grid.setSelectionModel(new r({selectActiveRow:null==e})),null!=e&&this.grid.registerPlugin(e);var d={dataItemColumnValueExtractor:function(e,t){var n=e[t.field];return c.isString(n)&&(n=n.replace(/\\n/g,\"\\\\n\")),n},includeHeaderWhenCopying:!1};this.grid.registerPlugin(new A(d)),this.grid.onSelectedRowsChanged.subscribe(function(e,n){t._in_selection_update||(t.model.source.selected.indices=n.rows.map(function(e){return t.data.index[e]}))}),this.updateSelection(),this.model.header_row||this._hide_header()}},t.prototype._hide_header=function(){for(var e=0,t=Array.from(this.el.querySelectorAll(\".slick-header-columns\"));e .slick-header-button {\\n width: 15px;\\n}\\n.bk-root .slick-header-menubutton {\\n position: absolute;\\n right: 0;\\n top: 0;\\n bottom: 0;\\n width: 14px;\\n background-repeat: no-repeat;\\n background-position: left center;\\n background-image: url(../images/down.gif);\\n cursor: pointer;\\n display: none;\\n border-left: thin ridge silver;\\n}\\n.bk-root .slick-header-column:hover > .slick-header-menubutton,\\n.bk-root .slick-header-column-active .slick-header-menubutton {\\n display: inline-block;\\n}\\n.bk-root .slick-header-menu {\\n position: absolute;\\n display: inline-block;\\n margin: 0;\\n padding: 2px;\\n cursor: default;\\n}\\n.bk-root .slick-header-menuitem {\\n list-style: none;\\n margin: 0;\\n padding: 0;\\n cursor: pointer;\\n}\\n.bk-root .slick-header-menuicon {\\n display: inline-block;\\n width: 16px;\\n height: 16px;\\n vertical-align: middle;\\n margin-right: 4px;\\n background-repeat: no-repeat;\\n background-position: center center;\\n}\\n.bk-root .slick-header-menucontent {\\n display: inline-block;\\n vertical-align: middle;\\n}\\n.bk-root .slick-header-menuitem-disabled {\\n color: silver;\\n}\\n.bk-root .slick-columnpicker {\\n border: 1px solid #718BB7;\\n background: #f0f0f0;\\n padding: 6px;\\n -moz-box-shadow: 2px 2px 2px silver;\\n -webkit-box-shadow: 2px 2px 2px silver;\\n box-shadow: 2px 2px 2px silver;\\n min-width: 150px;\\n cursor: default;\\n position: absolute;\\n z-index: 20;\\n overflow: auto;\\n resize: both;\\n}\\n.bk-root .slick-columnpicker > .close {\\n float: right;\\n}\\n.bk-root .slick-columnpicker .title {\\n font-size: 16px;\\n width: 60%;\\n border-bottom: solid 1px #d6d6d6;\\n margin-bottom: 10px;\\n}\\n.bk-root .slick-columnpicker li {\\n list-style: none;\\n margin: 0;\\n padding: 0;\\n background: none;\\n}\\n.bk-root .slick-columnpicker input {\\n margin: 4px;\\n}\\n.bk-root .slick-columnpicker li a {\\n display: block;\\n padding: 4px;\\n font-weight: bold;\\n}\\n.bk-root .slick-columnpicker li a:hover {\\n background: white;\\n}\\n.bk-root .slick-pager {\\n width: 100%;\\n height: 26px;\\n border: 1px solid gray;\\n border-top: 0;\\n background: url(\\'../images/header-columns-bg.gif\\') repeat-x center bottom;\\n vertical-align: middle;\\n}\\n.bk-root .slick-pager .slick-pager-status {\\n display: inline-block;\\n padding: 6px;\\n}\\n.bk-root .slick-pager .ui-icon-container {\\n display: inline-block;\\n margin: 2px;\\n border-color: gray;\\n}\\n.bk-root .slick-pager .slick-pager-nav {\\n display: inline-block;\\n float: left;\\n padding: 2px;\\n}\\n.bk-root .slick-pager .slick-pager-settings {\\n display: block;\\n float: right;\\n padding: 2px;\\n}\\n.bk-root .slick-pager .slick-pager-settings * {\\n vertical-align: middle;\\n}\\n.bk-root .slick-pager .slick-pager-settings a {\\n padding: 2px;\\n text-decoration: underline;\\n cursor: pointer;\\n}\\n.bk-root .slick-header-columns {\\n background-image: url(\"data:image/gif;base64,R0lGODlhAgAYAIcAANDQ0Ovs7uzt7+3u8O7v8e/w8vDx8/Hy9Pn5+QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACH5BAAAAP8ALAAAAAACABgAAAghABEIHEiwYMEDCA8YWMiwgMMCBAgMmDhAgIAAGAMAABAQADs=\");\\n}\\n.bk-root .slick-header-column {\\n background-image: url(\"data:image/gif;base64,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\");\\n}\\n.bk-root .slick-header-column:hover,\\n.bk-root .slick-header-column-active {\\n background-image: 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0===e.cache&&(e.cache=!1),e.crossDomain&&(e.type=\"GET\")}),C.ajaxTransport(\"script\",function(e){var t,n;if(e.crossDomain||e.scriptAttrs)return{send:function(r,i){t=C(\"" ], "text/plain": [ ":DynamicMap []\n", " :Image [x,y] (z)" ] }, "execution_count": 31, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "1003" } }, "output_type": "execute_result" } ], "source": [ "def callback(x_range, y_range):\n", " cvs = ds.Canvas(plot_width=650, plot_height=400, x_range=x_range, y_range=y_range)\n", " agg = cvs.polygons(world_df, geometry='geometry', agg=ds.mean('pop_est'))\n", " return hv.Image(agg).opts(cmap=\"viridis\").opts(width=650, height=400)\n", "\n", "hv.DynamicMap(\n", " callback, streams=[hv.streams.RangeXY()]\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spatial selection\n", "As with `geopandas`, the `spatialpandas` `GeoSeries` and `GeoDataFrame` provide a spatial indexer, `cx`, that can be used to select the entries that reside in a particular spatial region.\n", "\n", "Here is an example of using the `cx` indexer to select those countries that reside, at least partially, in the southern hemisphere." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "selected_world_df = world_df.geometry.cx[:, :0]\n", "selected_world_df.to_geopandas().plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spatial intersection\n", "Spatialpandas has limited support for computing intersections between shapes. Currently, `intersects` can be called on `Point` arrays and can used to compare to any other scalar geometry type.\n", "\n", "For this example, load the `naturalearth_cities` dataset included with geopandas. This dataset contains the name and location of one city per row. The intersection calculation can be used to identify which cities intersect with the a particular country polygon." ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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namegeometry
0Vatican CityPoint([12.453386544971766, 41.903282179960115])
1San MarinoPoint([12.441770157800141, 43.936095834768004])
2VaduzPoint([9.516669472907267, 47.13372377429357])
3LuxembourgPoint([6.130002806227083, 49.611660379121076])
4PalikirPoint([158.1499743237623, 6.916643696007725])
\n", "
" ], "text/plain": [ " name geometry\n", "0 Vatican City Point([12.453386544971766, 41.903282179960115])\n", "1 San Marino Point([12.441770157800141, 43.936095834768004])\n", "2 Vaduz Point([9.516669472907267, 47.13372377429357])\n", "3 Luxembourg Point([6.130002806227083, 49.611660379121076])\n", "4 Palikir Point([158.1499743237623, 6.916643696007725])" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cities_gp = geopandas.read_file(\n", " geopandas.datasets.get_path('naturalearth_cities')\n", ")\n", "cities_df = GeoDataFrame(cities_gp)\n", "cities_df.head()" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cities in Afghanistan\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
namegeometry
183KabulPoint([69.18131419070505, 34.51863614490031])
\n", "
" ], "text/plain": [ " name geometry\n", "183 Kabul Point([69.18131419070505, 34.51863614490031])" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "country_ind = 0\n", "country_polygon = world_df.geometry.iloc[country_ind]\n", "print(\"Cities in %s\" % world_df.name.iloc[country_ind])\n", "cities_df[cities_df.geometry.intersects(country_polygon)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spatial join\n", "Spatialpandas has limited spatial join support using the `sjoin` function. Currently, the `left_df` argument to `sjoin` must be a `GeoDataFrame` or `DaskGeoDataFrame` with an active `Point` geometry column. The `right_df` argument must be a `GeoDataFrame` (not `DaskGeoDataFrame`), but it may have any geometry type.\n", "\n", "Here is an example of using `sjoin` to join the `cities_df` and `world_df` `GeoDataFrames` on the intersection of the city `Point` in `cities_df` and the country `MultiPolygon` in `world_df`." ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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name_leftgeometryindex_rightpop_estcontinentname_right
0Vatican CityPoint([12.453386544971766, 41.903282179960115])7762137802EuropeItaly
1San MarinoPoint([12.441770157800141, 43.936095834768004])7762137802EuropeItaly
192RomePoint([12.481312562873995, 41.89790148509894])7762137802EuropeItaly
2VaduzPoint([9.516669472907267, 47.13372377429357])88754413EuropeAustria
184ViennaPoint([16.364693096743736, 48.20196113681686])88754413EuropeAustria
.....................
195JakartaPoint([106.82749176247012, -6.172471846798885])72260580739AsiaIndonesia
196BogotaPoint([-74.08528981377441, 4.598369421147822])3247698524South AmericaColombia
197CairoPoint([31.248022361126118, 30.051906205103705])4597041072AfricaEgypt
198TokyoPoint([139.74946157054467, 35.686962764371174])79126451398AsiaJapan
200SantiagoPoint([-70.66898671317483, -33.448067956934096])3017789267South AmericaChile
\n", "

172 rows × 6 columns

\n", "
" ], "text/plain": [ " name_left geometry \\\n", "0 Vatican City Point([12.453386544971766, 41.903282179960115]) \n", "1 San Marino Point([12.441770157800141, 43.936095834768004]) \n", "192 Rome Point([12.481312562873995, 41.89790148509894]) \n", "2 Vaduz Point([9.516669472907267, 47.13372377429357]) \n", "184 Vienna Point([16.364693096743736, 48.20196113681686]) \n", ".. ... ... \n", "195 Jakarta Point([106.82749176247012, -6.172471846798885]) \n", "196 Bogota Point([-74.08528981377441, 4.598369421147822]) \n", "197 Cairo Point([31.248022361126118, 30.051906205103705]) \n", "198 Tokyo Point([139.74946157054467, 35.686962764371174]) \n", "200 Santiago Point([-70.66898671317483, -33.448067956934096]) \n", "\n", " index_right pop_est continent name_right \n", "0 77 62137802 Europe Italy \n", "1 77 62137802 Europe Italy \n", "192 77 62137802 Europe Italy \n", "2 8 8754413 Europe Austria \n", "184 8 8754413 Europe Austria \n", ".. ... ... ... ... \n", "195 72 260580739 Asia Indonesia \n", "196 32 47698524 South America Colombia \n", "197 45 97041072 Africa Egypt \n", "198 79 126451398 Asia Japan \n", "200 30 17789267 South America Chile \n", "\n", "[172 rows x 6 columns]" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from spatialpandas import sjoin\n", "sjoin(cities_df, world_df)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For comparison, here is the equivalent spatial join performed using `geopandas`" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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name_leftgeometryindex_rightpop_estcontinentname_right
0Vatican CityPOINT (12.45339 41.90328)7762137802EuropeItaly
1San MarinoPOINT (12.44177 43.93610)7762137802EuropeItaly
192RomePOINT (12.48131 41.89790)7762137802EuropeItaly
2VaduzPOINT (9.51667 47.13372)88754413EuropeAustria
184ViennaPOINT (16.36469 48.20196)88754413EuropeAustria
.....................
195JakartaPOINT (106.82749 -6.17247)72260580739AsiaIndonesia
196BogotaPOINT (-74.08529 4.59837)3247698524South AmericaColombia
197CairoPOINT (31.24802 30.05191)4597041072AfricaEgypt
198TokyoPOINT (139.74946 35.68696)79126451398AsiaJapan
200SantiagoPOINT (-70.66899 -33.44807)3017789267South AmericaChile
\n", "

172 rows × 6 columns

\n", "
" ], "text/plain": [ " name_left geometry index_right pop_est \\\n", "0 Vatican City POINT (12.45339 41.90328) 77 62137802 \n", "1 San Marino POINT (12.44177 43.93610) 77 62137802 \n", "192 Rome POINT (12.48131 41.89790) 77 62137802 \n", "2 Vaduz POINT (9.51667 47.13372) 8 8754413 \n", "184 Vienna POINT (16.36469 48.20196) 8 8754413 \n", ".. ... ... ... ... \n", "195 Jakarta POINT (106.82749 -6.17247) 72 260580739 \n", "196 Bogota POINT (-74.08529 4.59837) 32 47698524 \n", "197 Cairo POINT (31.24802 30.05191) 45 97041072 \n", "198 Tokyo POINT (139.74946 35.68696) 79 126451398 \n", "200 Santiago POINT (-70.66899 -33.44807) 30 17789267 \n", "\n", " continent name_right \n", "0 Europe Italy \n", "1 Europe Italy \n", "192 Europe Italy \n", "2 Europe Austria \n", "184 Europe Austria \n", ".. ... ... \n", "195 Asia Indonesia \n", "196 South America Colombia \n", "197 Africa Egypt \n", "198 Asia Japan \n", "200 South America Chile \n", "\n", "[172 rows x 6 columns]" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from geopandas import sjoin as gp_sjoin\n", "gp_sjoin(cities_gp, world_gp)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Benchmark spatial join\n", "Here is a benchmark comparing the spatial join performance of `geopandas`, `spatialpandas` between two `GeoDataFrames`, and `spatialpandas` between a `DaskGeoDataFrame` and a `GeoDataFrame`.\n", "\n", "First, start up a local Dask cluster with 16 workers." ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "from dask.distributed import Client, LocalCluster\n", "cluster = LocalCluster(n_workers=16, threads_per_worker=1)\n", "client = Client(cluster)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then, replicate the cities `GeoDataFrame` 10,000 times to create data frames with approximately 2 million `Point` locations." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "import dask.dataframe as dd\n", "reps = 10000\n", "# Large geopandas GeoDataFrame\n", "cities_large_gp = pd.concat([cities_gp] * reps, axis=0)\n", "\n", "# Large spatialpandas GeoDataFrame\n", "cities_large_df = pd.concat([cities_df] * reps, axis=0)\n", "\n", "# Large spatialpandas DaskGeoDataFrame with 16 partitions\n", "cities_large_ddf = dd.from_pandas(cities_large_df, npartitions=16).persist()\n", "\n", "# Precompute the partition-level spatial index\n", "cities_large_ddf.partition_sindex" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of Point rows: 2020000\n", "Number of MultiPolygon rows: 177\n" ] } ], "source": [ "print(\"Number of Point rows: %s\" % len(cities_large_df))\n", "print(\"Number of MultiPolygon rows: %s\" % len(world_df))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then, compute the number of rows in the spatial join result." ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "42.2 s ± 1.24 s per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], "source": [ "%%timeit\n", "len(gp_sjoin(cities_large_gp, world_gp))" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "4.71 s ± 40.6 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], "source": [ "%%timeit\n", "len(sjoin(cities_large_df, world_df))" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "604 ms ± 23.1 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], "source": [ "%%timeit\n", "len(sjoin(cities_large_ddf, world_df))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Length and area calculations\n", "`spatialpandas` provides `GeoSeries` `length` and `area` properties to compute the length and area of each geometry element." ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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pop_estcontinentnamegeometryarealength
034124811AsiaAfghanistanMultiPolygon([[[66.51860680528867, 37.36278432...63.59350046.043309
13047987EuropeAlbaniaMultiPolygon([[[21.0200403174764, 40.842726955...3.1851638.146598
240969443AfricaAlgeriaMultiPolygon([[[-8.684399786809053, 27.3957441...213.60277265.867357
329310273AfricaAngolaMultiPolygon([[[12.995517205465177, -4.7811032...103.59943954.986811
44050AntarcticaAntarcticaMultiPolygon([[[-48.66061601418252, -78.047018...6028.8361941041.993521
.....................
172603253AfricaW. SaharaMultiPolygon([[[-8.665589565454809, 27.6564258...8.60398427.662143
17328036829AsiaYemenMultiPolygon([[[52.00000980002224, 19.00000336...38.47561829.050429
17415972000AfricaZambiaMultiPolygon([[[30.740009731422095, -8.3400059...62.78949844.450846
17513805084AfricaZimbabweMultiPolygon([[[31.19140913262129, -22.2515096...32.28037123.632987
1761467152AfricaeSwatiniMultiPolygon([[[32.07166548028107, -26.7338200...1.6399834.763277
\n", "

177 rows × 6 columns

\n", "
" ], "text/plain": [ " pop_est continent name \\\n", "0 34124811 Asia Afghanistan \n", "1 3047987 Europe Albania \n", "2 40969443 Africa Algeria \n", "3 29310273 Africa Angola \n", "4 4050 Antarctica Antarctica \n", ".. ... ... ... \n", "172 603253 Africa W. Sahara \n", "173 28036829 Asia Yemen \n", "174 15972000 Africa Zambia \n", "175 13805084 Africa Zimbabwe \n", "176 1467152 Africa eSwatini \n", "\n", " geometry area \\\n", "0 MultiPolygon([[[66.51860680528867, 37.36278432... 63.593500 \n", "1 MultiPolygon([[[21.0200403174764, 40.842726955... 3.185163 \n", "2 MultiPolygon([[[-8.684399786809053, 27.3957441... 213.602772 \n", "3 MultiPolygon([[[12.995517205465177, -4.7811032... 103.599439 \n", "4 MultiPolygon([[[-48.66061601418252, -78.047018... 6028.836194 \n", ".. ... ... \n", "172 MultiPolygon([[[-8.665589565454809, 27.6564258... 8.603984 \n", "173 MultiPolygon([[[52.00000980002224, 19.00000336... 38.475618 \n", "174 MultiPolygon([[[30.740009731422095, -8.3400059... 62.789498 \n", "175 MultiPolygon([[[31.19140913262129, -22.2515096... 32.280371 \n", "176 MultiPolygon([[[32.07166548028107, -26.7338200... 1.639983 \n", "\n", " length \n", "0 46.043309 \n", "1 8.146598 \n", "2 65.867357 \n", "3 54.986811 \n", "4 1041.993521 \n", ".. ... \n", "172 27.662143 \n", "173 29.050429 \n", "174 44.450846 \n", "175 23.632987 \n", "176 4.763277 \n", "\n", "[177 rows x 6 columns]" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "world_df['area'] = world_df.geometry.area\n", "world_df['length'] = world_df.geometry.length\n", "world_df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Parquet support\n", "`spatialpandas` `GeoDataFrames` containing geometry arrays can be saved and loaded from `parquet` files using the `to_parquet` and `read_parquet` methods from the `spatialpandas.io` module." ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "from spatialpandas.io import to_parquet, read_parquet" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [], "source": [ "to_parquet(world_df, 'world.parq')" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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pop_estcontinentnamegeometryarealength
034124811AsiaAfghanistanMultiPolygon([[[66.51860680528867, 37.36278432...63.59350046.043309
13047987EuropeAlbaniaMultiPolygon([[[21.0200403174764, 40.842726955...3.1851638.146598
240969443AfricaAlgeriaMultiPolygon([[[-8.684399786809053, 27.3957441...213.60277265.867357
329310273AfricaAngolaMultiPolygon([[[12.995517205465177, -4.7811032...103.59943954.986811
44050AntarcticaAntarcticaMultiPolygon([[[-48.66061601418252, -78.047018...6028.8361941041.993521
.....................
172603253AfricaW. SaharaMultiPolygon([[[-8.665589565454809, 27.6564258...8.60398427.662143
17328036829AsiaYemenMultiPolygon([[[52.00000980002224, 19.00000336...38.47561829.050429
17415972000AfricaZambiaMultiPolygon([[[30.740009731422095, -8.3400059...62.78949844.450846
17513805084AfricaZimbabweMultiPolygon([[[31.19140913262129, -22.2515096...32.28037123.632987
1761467152AfricaeSwatiniMultiPolygon([[[32.07166548028107, -26.7338200...1.6399834.763277
\n", "

177 rows × 6 columns

\n", "
" ], "text/plain": [ " pop_est continent name \\\n", "0 34124811 Asia Afghanistan \n", "1 3047987 Europe Albania \n", "2 40969443 Africa Algeria \n", "3 29310273 Africa Angola \n", "4 4050 Antarctica Antarctica \n", ".. ... ... ... \n", "172 603253 Africa W. Sahara \n", "173 28036829 Asia Yemen \n", "174 15972000 Africa Zambia \n", "175 13805084 Africa Zimbabwe \n", "176 1467152 Africa eSwatini \n", "\n", " geometry area \\\n", "0 MultiPolygon([[[66.51860680528867, 37.36278432... 63.593500 \n", "1 MultiPolygon([[[21.0200403174764, 40.842726955... 3.185163 \n", "2 MultiPolygon([[[-8.684399786809053, 27.3957441... 213.602772 \n", "3 MultiPolygon([[[12.995517205465177, -4.7811032... 103.599439 \n", "4 MultiPolygon([[[-48.66061601418252, -78.047018... 6028.836194 \n", ".. ... ... \n", "172 MultiPolygon([[[-8.665589565454809, 27.6564258... 8.603984 \n", "173 MultiPolygon([[[52.00000980002224, 19.00000336... 38.475618 \n", "174 MultiPolygon([[[30.740009731422095, -8.3400059... 62.789498 \n", "175 MultiPolygon([[[31.19140913262129, -22.2515096... 32.280371 \n", "176 MultiPolygon([[[32.07166548028107, -26.7338200... 1.639983 \n", "\n", " length \n", "0 46.043309 \n", "1 8.146598 \n", "2 65.867357 \n", "3 54.986811 \n", "4 1041.993521 \n", ".. ... \n", "172 27.662143 \n", "173 29.050429 \n", "174 44.450846 \n", "175 23.632987 \n", "176 4.763277 \n", "\n", "[177 rows x 6 columns]" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "read_parquet('world.parq')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dask support\n", "`spatialpandas` geometry arrays can be processed in parallel by Dask using the `DaskGeoSeries` and `DaskGeoDataFrame` classes from the `spatialpandas.dask` module." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Construction\n", "Dask will automatically create a `DaskGeoDataFrame` when a `GeoDataFrame` is passed to the `dask.dataframe.from_pandas` function." ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n" ] }, { "data": { "text/html": [ "
Dask DataFrame Structure:
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pop_estcontinentnamegeometryarealength
npartitions=20
0int64objectobjectmultipolygon[float64]float64float64
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Dask Name: from_pandas, 20 tasks
" ], "text/plain": [ "Dask DaskGeoDataFrame Structure:\n", " pop_est continent name geometry area length\n", "npartitions=20 \n", "0 int64 object object multipolygon[float64] float64 float64\n", "9 ... ... ... ... ... ...\n", "... ... ... ... ... ... ...\n", "171 ... ... ... ... ... ...\n", "176 ... ... ... ... ... ...\n", "Dask Name: from_pandas, 20 tasks" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import dask.dataframe as dd\n", "world_ddf = dd.from_pandas(world_df, npartitions=20)\n", "print(type(world_ddf))\n", "world_ddf" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Pack partitions\n", "Dask parallelizes data frame operations by grouping collections of the DataFrame's rows into separate partitions. In addition, the `DaskGeoDataFrame` keeps track of the spatial extent of all geometry objects in each partition. Many spatial operations, including spatial indexing with `cx`, can be performed more efficiently if geometry objects in each partition are close together, and if there is minimal overlap in the spatial extent of different partitions.\n", "\n", "The `DaskGeoDataFrame.pack_partitions` method can be used to create a new data frame with spatially optimized partitions using a [Hilbert R-tree](https://en.wikipedia.org/wiki/Hilbert_R-tree) packing method. This operation involves a full shuffle of the Dask data frame and can be computationally expensive, so it's a good idea to save the resulting packed `DaskGeoDataFrame` to a parquet file for later use. See the *Distributed parquet support* section below for more information.\n", "\n", "To demonstrate the effect of packing, we will plot the countries dataset using Datashader before and after packing. In each case, the dataset is grouped into 20 partitions. The `plot_partitions` helper function below plots the dataset, with each country colored by its partition.\n", "\n", "The original `world_df` `GeoDataFrame` that was used to create the `world_ddf` `DaskGeoDataFrame` was sorted in alphabetical order by country name. Not surprisingly, this ordering does a poor job of grouping nearby countries into the same partition. Instead, we see that countries of each color (i.e. partition) are scattered across the world." ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "def plot_partitions(ddf):\n", " # Get divisions array\n", " divs = np.array(ddf.divisions)[:-1]\n", " \n", " # Add categorical \"partition\" column\n", " ddf2 = ddf.map_partitions(\n", " lambda df: df.assign(\n", " partition=pd.Categorical(np.searchsorted(divs, df.index, side=\"right\"))\n", " )\n", " ).compute()\n", " \n", " # Create Datashader image, coloring countries by partition\n", " cvs = ds.Canvas(plot_width=650, plot_height=400)\n", " agg = cvs.polygons(ddf2, geometry='geometry', agg=ds.count_cat('partition'))\n", " return ds.transfer_functions.shade(agg)" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "data": { "image/png": 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UITDaViYo2lgadPrw5bHc9L/MDzDhNz79qUqPUy579N21Hi/SrcDoKiQWISx2QzpAug5rPi/Zl9Z23+pOmtxzVRRCSAH6xmQwS1ET9PThy4e3cfN/kKphsY6vXPTdymGxSwFR2bToh62ERZqgq3nklrfm3v5bn/1RQ0cyh+bmbIvaPoC+oYJkH6EceZLVRNNq4bEDR2JmLAhLWxXFtvfdVY/c8tbCMOlS0/2EfQ2JIgRFZ/ICIWERsE/X7JzVN9GqFqqJIvWbnk978+rBJXQENcAdgiI6IV1VDKHKyBcGu5KhcGJiIirTL1FHV31c0OzcUkhMevqSXxy6mNw3HQ67EBbb5ltYfeC7H5AHvvuBtg9Dq0ylsM2qYlN8riaKMJilNSEEmRCF0D9UBcS8QU9wyzQwJsPiuZu+Fl935Q658/71ct2VO+aurBkU6w5osRnwXv7JbmvbMuFiLkMfwprqK9lmv8W8gPjb7362wSNZqErwa6K/osloaNt86BdpgqDYIt8DDexJh0FCYjvKBkQ11c2d77lDe7/rvnN9peMYX/adwc9HPvqFStsQcVMJbCIwmga6rGlp0reV3W6T0oNsmgiQXQuKIu7Dom6S+xBCXBMY9dwC3VyLhMbuIiT6IR0Sy0yDc913rs8Mi2UkA6Iy8hefkiMf/cLg37ad9ubVTsNimTCXd18fQ6FO3ePMCn1VA98D3/1Aa2ExtGbkUCp+rlFRbEk6GIbQZIo5dQNe1qTscKvsyiu6ibOTYfHpt+6SXc9+03j/upCYxSQwNtWv0EZoVGGprSlsfFRUWTTtX5gOfbb6JZYNk2q/eY+rExTbqCimr+8rgmLLqC6GpWhy76Lgp/uCYO/oUJfJqirKFR/4UKmgKGIvLLY5+KRKcCQc5kuHRl8GoZiExaxjfctXzF/rZbgIjLqVWfJu7xuCoifSgbFLYXH9pg/Lji2Pt30YtWQtx6hrVs4Lf0X/rwTHdpQJiHUZhcXNj+TefOzAcktHUx5B0Y3ltx2X1y57T9uHYY2roJhkKzTm9U+k+Zmg6JV0AOnahL+hhsWiSq9JuDMN/gRF99KhcHznoajJoPjrf/WqjF7zPZm9+8yh60ev+V5hQBRpNySKlA+KhMRiy287LiLSmaDYREhUbIRFBrLkIyh6Jt2PqmthMSkrOPpUgSyq7pYJdoRFPzQZCtN+/a9ezb19dHbb0O+v33zKgvu8adVY7jbu/Psjg5+v+8WREkdnhqBojwqISV0Iiz4ERdUf0iRIEhTzERQ9kwyGi5ePdK6qWFabgdGkC4BpqCvblYCw6FZbYbEoKJ46+Wdy8k2vagNi0v/9yD/k3p7uN2YjMNYZ1EJY1NMFRSXkwJgMiurvaKLPYnqwTNmQKEJTsw5B0UMqHBIU5zUdGE37idoIdKpfI6Ohm2cjMF7+3v+44LqXp3bJN37tlMJgmHTq5J8Z3a8oJCrJsFg3KNqaLofAOCwvKIqEHRZ1mqw0ihQHRV0gpKK4EEHRQ4RDvabCogpt6zd9uHD/6r5Vg13yscyv2I46YVEXEpWXp3aJiMi+TZ8TEZGVW/4w8762Q6KiwmLVoJjsBpMeCVpVOixuP//KaPKp+zv/mVcUCrMQFqupEhJFmBpHhwm3EYym+i7qQmLV7RSFvuTtBMR2uBrMctrEFfKlM5YOfleBUWQ+NM73Sazf3Jznzr8/Itf94sgg+OV9GU3PNWkrIKZtP//KSPdzH0JjXzRdQbRl5LwNkavXfYgIigiKCnC+DHZJVwSZCzNMVcPig899dUFVMRkOsyQHrWy/5F9O/PQvsvb9wyOhT75prun6yNP/WPbQBnTVxPSAuZd/sltOe/Nq7Wo1tk+ayVDYF1WriSHzOSTmVQrVbVQT5xEUESSfRkYnQyEBsX9MgqEyMTERTU1NZb5G7v3W9wY/T+552+DnkfPeVSksJkNi1qo0qv/hyz/ZLSOyYcHttkIiJ97+aDsk5jU78zosjz6KHqKPojnbYbGoyXnHlsczJ99Ooyk5LHWan//1I79XeJ+JiYnc182+q6dl5ZfHh65LhkWR6pVFk/5YLhWdnE2bm+96ywVDv3/ytScrH1MTbFUSQ+in6EM4fOSWt9YOiVNTU3HyvQoqiuihOv0Pi0Ii4bB/TEJiWrKLwr6rpwfXJ38WEZmUa2seXXEzW17nfV/6aaUDYvp63wKj7abmdAjzITi2HQyTVDi0VUkkLA4jKKJXqobEdLMdU9lA+dnHPl8pLIqceO1cInE6IGYZOe9dIlKvz+LCbRb313IVGG0NXLnrLRd4FxZdUiGtrcDoU0g0UaW5mbA4b1HbBwDUUSb4VQmJi5ePRFl9u0QIiV1Rd9Tzzz72eRGZa15Wl/R98vomppucq/rdH3x1cLFp5LwNkYu+XTYHtmRVHbusrcDmQ0XThfR7dGpqKk5e2jquttFH0UP0USxH10+x7vQ2eeEQ/ntjyw3a99BJm27X/r/WDYrjOw9pt5t1ckkHSVWhTlcWH75U3/R88UPbtNenPXzpPuuv4+k1y+Lf+PSnSj8uK2iaVBVthMCmK45NjnRuOrj5VlG02eScd3tfK4w0PXuGkFiOi5HPhMRwZQVE09vzZIVBGwaV6UQz9AU/2iJb7xXZuPYlmXzqqGw/f0mpbboIiSL6qYSqBEelqQm3m2ye7vJ0OL6FRKWov20eAmI+KoqeISiWQzURaXXCoMj83IgPPjfffFsmJE6vWRYn729aVUzaeu/+wWMOnz0zuF6FRZOKoqugmKQLjF//ky9og6PJiTsrMNpqVu5TUExWGW30afQtIC65ZY8c/ewl8luf/VHtKW/ygmLfQ6IIQdFLhEUzyZBoYyUVhaAYtrpBUSeryTpNBad0sKwaFtf8wWoREbn5gT+Wu/7mscFtq89+qfBY2giKaenAaDJNzrajc3/ntUs+Mrg+GRSjFz839Jj4jOylEdNMgqKNyqMPQTFPXmD0LRCmLbllz+Dn8aUPRtOHL4/Hlz5oJSgm348MZplHUPQQQdHMji2PWw2IaQTGMKVH6P78Xz5fe5umQVFkYUVRqVK1mB09KxYROf2Gi4auzwqKD73p9KHfF628J/e4j+9bpz2moscpRUHxzvfcIV+56LtD1+WFxeP71sWLVt4TqeNSYVEFxXRIFCkXFEWyw6KNqXZ8D4hZXrvsPd4HRJGFIdHWdnVBEfMIih4iKLaDYNgNtoNimZBYpGxYzAqKu579pkyPny3j03N/2/T42SIiMj79vKz5zx8auq8u9GUFxLS8wJjexs4//ebg5zvfc4dc953rBz+rsHjZo+8WEZFntnys8DlNhsW8oChSv6qYrFh+8rUnS1cVQw2IIUiGwySbQRH5CIoeIii2g6DYDTaCYtVwaFqZMA2MKiiKzIXFXc9+c8H9VfVyes2yOBkSVcgzDYU2vDjx6ODn/7R+R+b9TIKiSLVjLxsa083a6cfnBUYCYj2Te66K8la3ygqJIm4qiiJUFXUY9ewZQmJzCIZwpah/k7pNFxh1j/3Gr50ikhMS1c+q6VZd12RILOPcTV+LRRYGxqaPN12pNAmJhEM71Ej/rLDYVEhEMYKiZxYvH4kIi4AdTVYTq5iYmIjyqpCjsy9EyaqiopuiRmSuithmODxj6qJBVfF/7FifWVU0rShWoasKFt1fZK6Je9uLnxsaRJNEQLQjvUhBmZBIQGwHK7MA6Axf1ia26Ru/dor2epfzOtaxb9Pncpud85gOoimS1ZcxS1Y4VAiJduSFxMk9V0XqoguEhMT2UFH0EFVFt2hyhktl+zipqmJWc7Wuepg1stoXnxj9R/lP63cMqoqfGJ1bm/pLs+9q7BiKKovJMKmm5En/rNwtF9o9uJ7JW+qUZVD9R0URACyp0xE+77E+h8Isnxj9R9m36XODkKgUNTvbqiqKzIVBGyOlUZ2tkDh9+PJ4+vDl1gsoDGQpRlD0FFUvoLy6KzQ02T9RqTqxb931qduQDo1NMW2KfnHi0aGR28o1E0/INRNP2D6sXsgb1ZxFFwgvf+CdcvkD77RzUCiFpmeP0QRtF88n2qYb5dy3KkbZYLxj9gNDv68ffbbSfrNGNsM9FRZNK4hqxRX1ezIgvrHlhtjWF7qiNZ4xh6CIXqFS2x9lRjy3UUkUKRcS030Vs5qj2x75vH702QXhLs00LOq2k7yubGh8ceJROf2RhUFRV0XU3raCvoo2pKuMugCpBq+4WJJThJBYBhNue44KmD2ExH5QI59VM7TJiaZqUExOXTM6+8JQQFOBLavPXZVlw7LWktZxGRaP73/b4OcvnbG01rZ0f3+Zk7hJWMwLgjpnTF204HGjT5wqIiLbP3NjqW2hWFGlUfcervKerbKMJgiKQSAs2kNY7Kfkicb0BKObv7CIChiKzYEZSpmwKDIcGPMm407flgyDWeqGRFuKwmLZoCgyHwx1CIv1mTZDZ33RKxsUi758EBSz0fQMoDdMTi5VAmKTyo6AzgqrLkJsW3bMfiAzLNoOiUDfMOo5AFTBgHr+5N+Oy5/82/Hc+8yOnhXbDom+LqFXxKSa6Jt0f8asEcw2TN56m0zeepuTbXedmlTb9P511l1XVUT6I9ZDRTEQjNgF6tt67/6h99DGtSu0S+SFwmRwSx71fGxcuyL4L6Mrt/yhvNjwPidvvU1ef+AOufdb32t4z/1Rpn9i1trpRfug2TkfQRG9QWW2n9LhMH3bGof7dt28W3ci7o3/51dO/FQ+K/vSP7FNrz9wh4iIrH3/mYRFA3VXYcmrLlatGhISizGYJUBUFsshIPZbXlBU1vzB6tr7aWIgS1Mmn7o//uLj38q9j29BceUWO/Mj6vonqkCYh6BozvayfemQmAx/rLxSH30UA7R4+UhE+DHD89RvJiHRlVD7JxaFxC+dsbSTIXH0iVMZxBIgXRBM9k9M34byCIoBIwRlI0z329Z798dthkQl1LCYxbeAqOzbZLZEX57ZC1/JvO3k376+9vYxr8qyfjrJuUgnJiairJWPCIn10EcxcAxyAYb5EBCT8ibd9s3U1FT8fs31vgZExVZFsQ76KTYrGQqTK/0QCu2jj2IHJIPinX9/RERErvvFkdaOp01UEfutTkh00U9RiQ8vvG7xRvPweGzrcGWyzGPLUCffT7w4f8C+h0SlTlg0DYlFfRUJiuXU6atI03JzaHrugMXLR6I7//7IICSKzAXG5O99QEhEVTZCooh+cmddSBSZC3/pAJh1P5PrbJi44C4Rme+HGEpIbEpeEzQhsVkEw+bQ9Nxxfa8wAnlsBcQsWSHRhmRYtFFhnKvQfFJ726pf+OnQ73v/4U11dxckk9HPMLf9kvtiGyOgCY1uERQ7YuPaFVGy2U1NoKuuK1tdDC1YUk1EmWZnlwHxxYlH5Yypi4xD4rGt6+L6QW9F6m/fr9le8j662xdKB8T09T4Fxn2bPleq+blsn8SikEgfRXQVTc8dV3XFhb41WwNtUs3Q9pqUV8QLL2Vun1MUBLOCZFtMRj+7nAZn7fvPdLJd6DGiuRkERWQiLCIkJl+K1vzBaufNzXUlA6Orvog2+RQWbU26nVamyZmwaM72xNtwg6DYIaGv16rmPtRd2j42oAwbfRObDokTE1OVH7vqF36aGxi/teyUxH7cTGPiKiRWsfb9Z8qSW/YMLtCzNZ8i3KKPYkdtvXd/rIJjuv9iHXUGxyQD37EDR+L0HJDquqLHqvuWPgB0mu413lb18KXbH5XTb9BPleOP/VFWk7NItUrhql/4aWZz9beWnSLbz7/S2Vx3o0+cmjtpdtXm5ioDWHav+eLQ70tu2SNHP3tJpf0DbaOi2DEb166I0gNZ6khOs5OefseUriqofk/+W6ZySHBEkk8hMRwLQ6KqDNZpTk4/NllNdGnqyU8O+h/qLm2zXV1MNnHT3A2XCIodlW6GrtssrQuGJmHRJPxVbVqmSRoiC0NiCP0Q/ZEc/Ww2EtpEMnBuWvRD2bToh9r7+T4QwcV0ODbCogqGa99/JiERzhEUO043ZU5Tmg5yVBX7x7fl+sKT3fRs26ZFP5QjT3/R6f6mnvykTD2pnwuyrDohcfXODbJ654bM2+tUF7OCobr+tcveU2m7QBb6KHZU1gnUZn9Fkbmqoq6/YhMhkWDYXwREm+b7Ko6ctyFyHebSJiYmovRybG2xXUFcvXPDgv6KSemwuHrnBrn3W9+TL5/zjqHrrz74AxEpbmJe+/4z5a6Kx9o0RjyHg4piD6RPqq4ri01VEml67idCogv2mp2L6IKoD/PhuVp1pai6aOLL57zDqIn5rnfN9QelqgibCIodlQ6DLk+uzLcIX6z64BLZ+d93t30YAYx4Thpufh45b4PzwJZVtcwKi2WDpK3mZ5tUYCwKjVX6HN71rlMGITEEVBPDEsUxX867Lqufos3wmGx+brNvotr3uZu+FouIPLPlY9G5m74WP7PlY3wwdUD6Nbvqg0sW3GfvXx8d/NzmoJYmw+LijX9bcwvDFcWmmp/zQunU1FQ8CIcz58QydtC4iXrigmoNsG2s5Zxsmq5SecwKiG/5yncqH5NrBMWwUFHsgaymZptN0L5VFZ/Z8rGIcNgtVb7YtFVdDKuiKNJGVbFI1aboqiGxLelK4wXH/l/LR+QWITE8BEVYk5xzsUlFFUwCY/iyQuLevz664JLmQ1M0splUL4+9+lURKQ6PoYXENBUSTcNiSM3NCBdBsWeaHtgC+KDpsPjS7Y82uj87/Ksqiiyc3UD1V0xeCjcydjAaXHKc/NvX1zvYmp5c/DPy5OKfEZF6lUVfm52pJoaJ6XFgfcqcNmRVFemf2E2rPrhEWz3Uue6VbXM/nGgODjPEdVNRNVGFxMWn/EcROZh5v/mwOFG807GDkcyc4+XnXTocpn9XITKPryEx7Y0tN8QiIidtup3PZ89RUeyJ5NJ+Wbc3eTyAKdtfYprqP/jS7Y8GGEr9qSr2cZ7UvCCYvi20ZmeqieEiKPaMqh7qTr6ERYRAN9I5z52nXrvguiYHm4QXFoc1ERaPHTgSpy/qtrlqoojVKmCiCfr1B+4YuvgoGRJNAqJv8yimQ6KqJiIMBMUe6lMgpNk5bCbT4VRFWDTnOiy+/BPDPqQz58SDS10GfRZ9lRcWfQqJk3uuivIqiTQ7h4GgiCF1Q2TjIXRzFA9d0Aum/ROLNBEWv/H4ufKNx8+VXSuPyq6VC497x9cvlB1fv9D5cXSOpQrjyTddEERYKTu4pUxgvPDWX5ULb/3VsoeUi6bm7mAwS08V9Vf0enCLCoSb42jukgiIm6NYNsd8QHWQqibaConK6Q4HuXzj8XMXXLdr5VG5Yt8S2bXyqBz97CWD63d8/UJZ/xtPWD+G8lbETS7pp6Sriqe9ub3J0tv05OKfGYRC1SKiFhAo67XL3qMd3JIVCtX1T3zmf1bZHeGwowiKCFNeGBwKjoTGUDX9ZeX0Gy6yGhZ1IVHRVRZFZFBZbD8wthMWk1RwHMnrkndixZZmjqg9aoWpso/ThcQDNy6SvPp1lZBYNiDS5BwWlvCDVp2TdKt9IHXNz4TF4Ohef8n+iWWrioMpcgzUDYt5ATEtWVHUMQ2M8b++zXifZaRP6E0t7Zc08o67s2+0FBJfv/lJr06Euubwczd9Lb7i7FNLb0uFRVVdPHDjIrnhtBW5jzENi1QQ+8HriuKxA0fiptcNxpy2mp9rTwieDIWDJmqao0Njc9BKWXUqi2VCogl/mqO77eSbLojaDIsu+0mqvoqHz56R5Seuu/3l/blhUTVBj42NDY5r+yX3xSKEwz7yOigmQyKhsduchNJk/8Vkv0Z4z3Y/xLKqhMUqIXHJLXsKq4r+NEd7xnKTczIsquDmU6XxmS0fq/zl/fDZMyIy1+xsIhkQgWBGPRMSm1UnuHk1EEYNeBn8zujoEPgwhVOZEdF1KolLbtljdD8fRkf7sqyfKyffdEEUyijoum5/ef/gkpQXEqkm9lMwQVHp42z9fWUtLGj7LRIWfRdCWFRT39RRVFFM61NY1PZPDHj+Q50ywbTse+L6t2+T69++TbYdfaz8gaVM7rkqUs3P6Bevm57TCInNqdtHceu9+2PTDzXnFciC5uZk89LJxxMnYZqpW+VLZTpr+hzb/RHLUGFx3fJvt7L/kfM2RC4HtuQOYOmIqpVLk8/m699uPngr2Vcxq5pIQOy34CqKaI4PFZ0mZH5gU3Vslc3Xn24Zv6psVBGhN/KOuwmJjlStKhISEVRQXLx8JKKvYrPqnKyLvvVmrTndlqFqokJYxAmn33BRo8v++cDlmryvvuOjQxejgNhwk7OLQGdjmza/RKX7KOahj2I/BdX0jHbUaYZWjyuzjV3Pv2JtjeapqanBPicmJoa2mR7R+PqiJ+bCYk6Ts2pu63qnfkB5Y8sNsW6C5KrNz6++46PVDqRD/RJdymp2vnbJRzIfo6bLmZmZidPNz6pvovWQmFyCkf9brxEUYST5DbZKaCwTEm2amJiIkmExSf/NPv8wCYhAdXkhcUZ2yZhcsfCGsYORrXWd2+bDiOp0E7QKkHlzK1JJ7Legmp7hB9t9Fz/5j68OLi5MTExE6WoiADMnbfq6zC3pt1Dyi1NRpbByJVGkExUn2yEx63P4jn/W98fddvQxbT/F9HUzMzPuQ3lHgn9fUFFEJepDqm4fQ1fhEOHzqf9qX82FxHzJJuhaYVA0VUUCYiV3/PO1pUY+K0UrtqCfqCiilo1rV0R1Kox3veuUBdfZ6p+I7ti49qW2D0FERHattLtiTNk5FJu0MCTqq4rWqXkSPQmJPjQX6+i+SNlq7WmkqohgEBRhRV5gLPrw0oVFYOPalwYX9XuX+BwSy6pbSRSZm8Ova0vHNRUydZ+/WU3QOsnmZzUK2llYTDc7e/KFANloeoZVySbp5AeXrqla1+z85OKfKVxf1ddv+HBv49qXZOu9p7d9GLV1KSRioSY+o4q+gFdpelbyRkHX1qHBSX0RxTH/X2jW1nv3x3X7JhIWu25vwRycc2Hxule2yZ2nXivXvVL9pJjFdjNzUt2g2MSKLNn9E/cveO/VrT6FUEks+gKb1Obnk/oyXiUoJqfQMVmxpTIVFKkmBoGmZzRu49oVUd3m5unDl/MNp8eSzdC2QuLqs18aXFyGxPDZ6auomppDCIkhCWpFLSqLQSAoohVVPsx2r/ni4ALYDohNCaGaWGxFnAyMZcNeiOGw660Yqpr44it/7n5nVBKDQh9FtObkmy6Iks05J990o4iIvH7zbUP30wXD8aUP8kGD2poMiMqSW/b0so9iiOEwZEVT5Fz609Rr/5U/lzNO/R0ROREWm5omhxVavEdQRKtS39LjuevmAyPVw75aFU2vWbagWWp8563W9tBGSAyFyfyJc1bEuj6LaYREvywIiSc0Uk1UkqFQhcWZc2LCon8IivBI+oRj3nkc3VMUChdvXC3Htu4uvV2TgDh96McyvuzflN62qW5VFfVhkXDYno1rV0TJGSYWrbwnOr5vnV+fp8lQqP6lz6KXCIrwFtVEtGn60I9FRJwGxu5YEYvcLyIERNRANdFLBEV4a3zpg1GTo5u3X3JfPLnnKj6oPPH6zcUj49+UustPX/24vOmUP8u8v0/NzfuunpaVXx4v/bh7DrzP6YAW82bnEzZ/S0RExjZ3PyCm+1Vn3aep4ymS7Ke4aOU988f10Mr2K3d5oZDpc7zCqGd4ralBK9svuW/og/PYgSPtf5D2nMkJ96evfnzo4sKd96+XO+9f72Tbbfr+b54t3//Ns4euqxoSZXNc8X2aP18m6hsKiCc8fOm+zP+v2977ebntvZ93e1AICkER3nMdFlVITFcTjx04EhMY21WlOmMrMH7/25+W73/701a21XmbI8P3yd54+BIenyqGRcpOuq0LiM67EsycEw/1TaSfondoekYQkh3/l9yyp9a20tVDEZH1mz6cWUU8duBIvHj5SDAnh64xae5Lymp61jU7j08/v+C6Nf/5QyIi8qHU9Xfev16uu3KH6WHkUv0fg7f5/eoHmQt+qzLeJ2GGwr5zsiJLUXOyWuKPZmdvEBQRnKOfvUSkXlYcsn7Thwvvkw6RyeCYvE1df3zfuljX5INqyoTFon6KJj70P6+o9fg8NkJi3X6K6SZnkQrNzloqLBIM23b927dpm50V1fyctfxiY4OS0iOeCYjeoekZQdJVBes+rkzVUDVL66qQhMT2LT76pQWXhw9+1eixO//0m/LNX93l+Ajn7Lt6uvJj7znwvsHPuv6GSXm35z2umu6HxKzm55CapRVdIHQSEvOqhOmQSFj0ChVFBEH1H0wGPRejlBcvH4nq9Es8duBILGf8oc1DwgnJquLJN706uN5kdLSSDovT8p7M+37zV3cNVRZtNTuLSKXRzmm6iuL3f/Ns+fm/fH7Bdbqfk+pXEzefuJSV1VSNJo2NjUWqsuisklg2/NH87A0qigjK5J6rIhUOJ2+9bWHHZ9UxOt1BWsyqkLYGrzAIxg1dxSYZGpXXFz1hdb+2+ybWqSSmpcOfqh4WVRnt29zgvvz1xpYb4je23ODF+990km3nIbFogMrYwWhBKFR9FdE6giLClw6GyQ8dgw+aHVseFxHCXSh0wTBEdcNisunZH5ulL4Ex+aXl5JsuiNJfYtoMi8mAaBIWx8bGIqchsUo1kZDoDYIigpTZ5Jz8QDrx8/ZL7our9mmsg+l1mvOmU/5saADLyccvbPFo9FyMdLYRFkfO+7KFI0nbLH0JjChgGhKT6z3DKwRFhEtVDj3ux/LTvTNSZmoXmOhOvzYbTdCP3PJWC0fiymbJDo3h/z/qKom+CGpAHSHRawRFdENGWNz+mRubPhItwqI7x7buHvq97tQ4Lvg8b+KRp69uYC+bG9iHf9pqfg4yJIow2tlTBEV0h+ZDxnRUtOqnuGPL44Of4TN9NapMSJw+lD3i2QaTcGhj9LNI/apiM2ExKfxqYghUYDQd1NIaz1uG+o6gCJyQDIg2wuJP984M/f76zU/GVBZtWhX5GjhUSJw+9OPGqon+hsXNjrbrv5M23e7N6/P4vnVxk4Hx2NZ18bGtBvvLC4iERy8QFIEMqrpYpcqYDolwZ/FG+81sO//0m4Ofn9nysWh86YODS9FjTYOhrWpikn/9FTe3fQCNU+HQl5C4aOU9UXxYJD4897tReAMSojjmNYNuszXi2WSpv6S8sHhS/Ij+ek9OLiFKnwAXH/1S4WOymp/Hdx7K/X+YPnx55muqzaCo/NZnf1T5sfZGQW/OuN7PKnCX6cKhiy9YVvfHhNveoKIIeOLB574q02uWxdNrlvHtrQIbJ77xnYeiopDYZVuO/5xMPrWx7cNACVNTU7G6tH0sItkVy9KVTEKiN1jCD3Dkil+6VUREdv3dZ4auz6omJk2vWRb3ObBUtXjjPZH2hLQ51j6X41LtuR5f+mCkqyra7o84+b6Py/ZvZw/QmXzfx/U3/IXIkY9+weqxmNlccDvVRJdUWJyYmCh8no9tXRfbripe/NDKeLecrr3NZQUTblFRBBxY/U/XaK83CYkKlcVqhk5Im+MoKyQqtgL5+NIHo4cv3We8raI5FFUI1IXByfd9PDsknjDyF5/S/pxly/Gfm9/+UxsrVBY3F9xOSHTBJBQ2EdIufmgln1cdRUURqEEFwt3vvHvod1sufmhlXCZ8YM7cifEep/swGdhSVToEFoXCLOmwmFVlPO3Nq0Vee3LhcTy1Ubafv7Xg+s2Vjg32TExMRMmm56mpqdgkQNpybOu6oUriPad8YMHxNXUssI+KIlBDMiCahMQ3ot8y3vb0+NmVjwvtsVlVtG3kLz4lp7159YJLnnR1Uf089+9mwz1TTXQtHcZ86bNISAwfQRFoWJmwiDB1sQqcDozbz19i+EhCYlPywqKr5ud0n+B0NRHhIyii02xNjdM0qon90XRVMctdb7mg7UOAAy4qi2oybZORzL5UNlEdQRGdZTskZk26vfuddw+aoMu67Je/M7hkoZN4iFbED1/6sjx86csyPv28jE8/LyIi49PPO50/0T9UE5uW19SbrirannybamI3MZgFqKnsABY1bU4aVcRuG59+Xo6+/l9FZHiy7XRFserAFf8QEtuiG9wyuO1EWCwbEtV0Om2t7NL0AB3Mo6IIZNh39fSCSxUqGF7xS7dmhsQiVBW7YcnJ/23BdU1WGI9dPNvAXvxdgxvzobFMn0X1mKr9Ecs2P2fdn2bsdrCEH7pnczR4UedNVmxCFw5dTYVTpIsDJLrKZA5MVV1Mc1VRLAqJn9RMj5NHP5iFgOiTvGBVpjqntrPu1WcH11VpZk7uc6jKmbped2xlJhOHXTQ9o1sSIVGkeGWLPFkVxKYDogghsWuyQmLYCIldVzccKukAS6XQbwRFdF6yQlO3wgh0UdlqIsLXVp+/OvulmtgO+iiiVybf93GZvPW2tg+jtIsfWhmrS9vHgnwmzc66vopho5rooy4Fqy79LaEhKKKXQgyLSYRGlOF2EAsh0WchBKypqanYpPk5b5BL+mL/KPuLwSzojlT/xExX/vLgx+2fuTH3rr5MhlyEPoz+MKkoiizsp+hyWhwVFKMXP5d5n2uXfKTUNucHsxAUfVcUnEzCZJXwVTQoxcYAlazjCiEgh4KKIvolERK7hAoj8rz8k93y8k92y0tvW555n21HHyu1zcmnjgohMQw2QlPZbRQNYrE1inliYiIiFLpFUESv5TVBh1JNTCIstm9856HSJy1fJtnedvQx48C4/fwrOTnDG6ZVUZqny2PUM7plcxxlNkFnVBN1YbGoSdp3KjDSJN2O8Z2HomQTtA/T4fzuD74qD73pdKP7bjv6WG5TNCExPOnVWpK6Mkdh8m9Mj67W/e1ZcznWMnNOLGMHg34e0wiK6I7Nsf7N2dHm5izJqqKuwkh47J/f/cFXSz9GVRbL9l0EiuQFujzpsJd+XJ0VXaampuKJC+6S2iFv7GDUtbBI0zO6JV1N7FlINEHzdDOqNEGHgGpiuGz1B1TbaaJ/oK6ZWO3TJDiWbmKeOSeWmXPqfUaqsNgRBEV0R/qNSUjMxOCXZozvPBQVNTv70j8xS9lBLvCbrWCX3E46MGbtw+Q+usfogmleSLXyN6rAWDXwdSgsEhTRDRbfkBc/Nxr8PIumCIv9Ydo/UYewCBNlK4xZlcG6x5D814oq55cONT8TFNEtV/5y5Urixc+NysXPjQ5+7gvColuTe66KRERW7f8vc7+/7+ODKmJT1cQ6IVHZdvQxmp07oi9TyqSbymvpSHWwCoIiuqlkWOxTMNShKdotFRaTwdD3Jue0RSvv6Xyw6BsfwmJTx9BoOO5YqCQoohtqlPj7HhKTCIvujF7zvbYPAei9WmFRFwDVdck+jWMHI+05KdAAyRJ+6IYab0CC4kJMoePA5iievfvMzJtdBsnjv/KJ2tugoth9TuYVbEnRtDu6fpETF9xlvoNkEEyff7IKF+p+gfVdpKKIbgjsjYf+yQuJgG9YvaRAMhyqCmJWJTF5vwAx4Ta6o8J0BFQT0ZTR2Rei2dGzWjnxLvqbL9WuKh7fty6mqtg/6SpjKFVHp8dWJ/AFGBapKKJbAnwTAiL6iuPs3WcOXepY9DdfqvV4dF9RuEpXGHtbcQy0r2FVVBQBAICIDIfFZD+/Lq0TXTrg6lqrrM+TuDcWWeXlc8hgFnST4Tc+mp71GMziTt3m5zqDXuo2P9P0jKKQFUJgTIbboab09GAWk5HLPWjFoqIIAIGoEhJnrjw89Pu7//cf2zoc9FBWENQFSNM1mnXbPb5v3eA+tr+g6JYS9K8Z3Z8KI0ER3WQ4sOXh985SVURjmh7Mkg6JIiLf/fe/LyIERthVZt1lk76Q6098LHtXxe7QGs6maHpGd9H8XAnNzu600eysC4tJ/27vH0u01Hx73p24ERTT+Q29b8J21gS998R2V0W+VBUZ9YzuMnzjPvze2dzf077/7U/L97/96erH5TFColujsy/Uen5dzcUY52dJwKpODIxJn1+sVRlXRfPhsP2QKEJFEV1X8c2bVWVMBsSff9+fVDsmTxESm9F0VdGkoigiVBWBOpysukJFEQhGl6uIaFbdqmIZRSGxijv++Vrr2wSCV7QqSyWq+bldDGZBt1XseKyan8/98350+KeaGI5k8/NrTzwmY/eXKAXWQECEz2ZHz4ptfQmzua362q8oEhSBniMkhk1VDesGxmQQvP7t2wiGCEpyicw6Ia+tZTZ9RtMzuq9Gc8Azv/P7mbfRFA2fzFx5eHBRqoZHQiJCNjt6Vqwuyd/bPq5QERSBGkIPi1QTm9fECSsZGMfuX9pY87SJY1vXccKGNelQqLu96nbrHVl3EBTRDw6XWWKgC0zZOPm89sRjg0sR0xHPTSMswgbCXDPoowhYosJiKNPmUE3sBxcjn4HQ+DM4JTwERcCyLs+1iOp8r35c98o2ERG581R3/ROpJMIW399PXULTMwD00N6/Pip3nnqt02CYh9AIE0V9EE1UrSYSRucQFNEfFfop9mUeRfTD3r8+OrgklQ2LW+/dX/oESjBEGb6MVPblONpE0zP6peIE3ADmbVy7otSXLkIiyrA9grnrjh04Ei9ePuKsDyYVRfSPwxHQgE5IJzjVV9EWQiLaFtL7z0eLRFbwBKJ/CIvooVUfXCKrPrgk9z62+iwe27ouzguJizfew3sQC7gKdSZNyHm3+xw2XVYTRUROEtnPmxX9pMKiw6bo9PyKjIKGD1Z9cIm2n6JJNbGo2ZkKIqpqIoz5tY6zPe6an1fEND0DPawuModiuN5y4UesbEdXWSyqJpbtmwiYaLpa53N1sCpXIVFkf8RgFkCkkeoi+usbj5879Puvf/iZlo6kGtsBkWZnpLURFpOVRZP9d7UamW2uxZmgCGTY/pkbRc6xu83vf/vTND9jQXDUyQqT33j8XJH4vw5dN33ox3Lbez9v5diSGN2MLutiZbG+5LgVgiKwENPnwBNZYXL60I9FRGR82b8Z/OwCzcxAn82PX6GPIpA2djDa/pkb2z4KZ+if2LzxpQ/Wfs6nD/14KBi6DIlV0aSMsqjq+WZ/lB7kTFAEclx98AdtHwI6wkZYzHPjc79nZTsb166IqCaiCSGGxBCPuS6angFHnvmd3x/6/dw//2P6J8KpG5/7PSd9FW2i6ojQ9W1QCxVFwLJnfuf3F4REdX16XkXAJ1QS0YQurJ8c+vGXQVAEGtR2RZH+ie1y3fwsYq8JGrBJhcMuBaw2/p7pw5fH04cvb3SfBEWgQQ+/d7btQ0APmITF9MosNjA9DpK6GA7bpr5sNhkWCYpAgTIDWnRNzkkXPzda93Aqo5qIttE/sR8Ih241HRYJigDQoCaan0XmqopZlcWsauLWe/dXPvFQTYRIv/ruKW38zU2GRYIiUNL/2LF+cNH9DhQpExbT8yeWRZ9FNKWPIbFNTYVFpscBSqgbBtN9FJtqiqbZub8evvRaEZkZ/L713tNbOQ6anbuLgDj/HDQ9bU4TLRRUFAEDVx/8gbavYjo4zl74SqntNjG4hZDYTw9feu2JkDhs49qXWjgadFmf5hTsIyqKgGWzF74io0+c2sq+CYUQEW1AdG3xxnsi+in2ExXFbqOiCDhQtrJoAyERANrVxdBMUAQMrdr/X0rdf/bCV4wC48Pvna3VBP3wpfsiQiIUk2oizc+AO10LizQ9AwXKBsQ0FRZdNEcTEJFUp8nZ5fJ9DGRB33RpPWgqikDK9kvuc/Jt0HZzNCExbKajFV30N0yPfLYVEnWBkJCIvupKZZGKIlBg74o/ql1VVLIGupSdJoeQ2G8qPF780LYF15XhoopIMOyf0dkXoq6EIixEUAQ8sG3D34mIyLVf/KXC+xISoVQJhzMzY7Lqg27WekY/ERK7jaZnoICtaqKIm36K6Jc6TdEzM2MWjwRAkS6EaCqKQAFbTc+ERFRlq5/i2NjMICwy8hmACSqKQAGb/RPzrjdpdka3NLH8ls7Y2EzxnQBDXRnd60IXnhsqikAOm83OItlhkZCIphASgeZ0YZocKopAywiJ/aaqiuNL17Z9KACwAEERSEjOoWi7mqhDSIRIW03Qq4KucsAvoVfNkI2mZ6AlVUIiU+N0m6oqTh++t3aFcfKpuelvtp+/pPZxAegvKopACwiJyGMrJKZ/nkc1EfZRVewmgiIAeMFNeFtYUSQkAjBHUAQadvojz8rud95d6jFUE1GGCoeERKBdXaiyEhQBjSYGspQNi+gDe0GOvokAbCAoAg06/ZFnh37f/c67CwMj1UTYQTURQHkERcADWWGRkNhHLgIdIRHNaKqpdXT2hSh5aWKffUVQBDyRDouERNhBSEQ35AVDAqM7zKMIeGT3O++W1f90DSERQO9VCX7qMbOjZ8VF93WtK8GVoAgAnUU1EeHpQsDqwt+g0PQMaOxd8Uet7Hf1P13Tyn7RNasiQiJCZCtgZW2nSwGuKVQUgROS6zy3Zfc775bFy0f4IENFhEO0q06Tr+0QNzr7QpQ8niYH2jSxn6YQFIGGjM6+EB07cCT3Q5SQiDmrIpG9mtcKQRBhaytE+dR3MTQ0PQMaLibcnh09K168fCRSl/TthEQMS4ZCmpIRhrwm3zZCYtYI6Sb355Ppw5eXDspUFAFprtl5dvSsWH2QEAxRjHCI8PgWlqgmDps+fHk8vvRB4/8jKopAw/iwAoDmqapmnz+DVUAsU1kkKAIN8+3bNgD0iasVXUL5bC9TTRQhKAILmp1d9E9M6vO3WQCAH0yrigRFAADQS6FUAW2jjyJgyIe5EwEAaMP04cvjosoiQRFoWF+/wQJAV3Xpcz0dHJkeBwAA9FbR9Dm6kdJdCoYi+f0VCYpAQ7r2wQIAXZL8jFbBsOkJu30UxTFdtNBvyX6KNkY89+1DBAAQlrwKYnqgC30UAQAAoB0NTVBErzHqGQDQN+NLH4xMp8ghKAInuJ5oGwAAX2UFR4IiAABAhq6splVmfeckRj0DFTFoBQD6IW/qnKaPpQ4VFseXPhglg2NeMzQVRfRW3f6JXfmWCQDIFloY1ElXE6cPXx6rcFjUV5GgCAAA0FG6JmfTkChCUETPTe65Kprcc1Xlb4uzo2fFVBYBoH+6UGk0QVBE79Vtgu7LhwUA9FWon/N51URTBEX0Vp1KohLqhwcAoLoQPvtthEQRgiIwsHfFH5W6fwgfFAAAO0ZnX4jUpe1jKVJ1KhwdpscBTmDCbQBAyLICYpVKohLFMf3w0U+6vollwmII3yoBAP3gIiSKUFFET9UZwEJABAD4xGZTcxp9FIESCIkAAJ/khcS61UQRgiJgjJAIAOgb+iiid7KanYv6JxIUAQC+SlcWbVQTRQiK6KmqA1kIiwCAPqHpGSiBJfsAAH1CUETv1J0WBwCAviAoAgAAQIt5FIES6KMIAOgTKoqAIUIi0D3Ta5bF02uW0e8YyEBFEb1G30QAInOBcXznIb4MAilMj4PeSQ9mMQ2LVBQBAH1DRREoQEAEAPQVfRSBHIREAECfERTRO5N7rhoKf3tX/FFbhwIAgNfoo4jeKbvWc/Wq4oqMN9d+qpQAgCBQUQScSobC/REhEQAQEiqK6KWsqmJSuokaAIC+oaKI3soKgur67ZfcF5sESgAAuoqgiF6a3HNVZBoCZ0fPIiwCAHqJoIjeSlYUkz/rAiRhEQDQR/RRRO8VVRaTo6GZVxEA0CcEReCE5qbNAQAgDARFICWvwji556pINUMTFAEAXUdQBHIkQyPT5QAA+oagCAAAAC1GPQMAAECLoAgAAAAtgiIAAAC0CIoAAADQIigCAABAi6AIAAAALYIiAAAAtAiKAAAA0CIoAgAAQIugCAAAAC2CIgAAALQIigAAANAiKAIAAECLoAgAAAAtgiIAAAC0CIoAAADQIigCDZodPStu+xgAADB1UtsHAPQBAREAECKCIuBIOhyOzr4QtXUsAABUEcUxhQ7AFhUOCYUAgC6goghYQEAEAHQRg1mAmuh/CAB+4vO5PiqKQEV8AAFu0L/XreTzy3OLIvRRBErKC4h86ALlmX7p4v1VT9bzXPZ5tbUdV3TH58uxhYigCJTABxBgV9nKfFffb677OZs8z3n7rtKCYvK3NNky09XXjmsERcAQIRGoz1YwCPm9V6aCWnRf3fPga7eY5LH6eoxFQn7dVUVQBAzRbwoob3b0rNgk8NSR9V5suy9eqGEI2fr4uU9QBAwRFAEzoQUk2+/l0P5+lNenz39GPQMVqUpJ28cBtI1gxHPQN30qHFBRBFJ0AbBKPyEgBFVPeF0LRnXew117LuBWaOcLgiKQoOvTxNQd6KoqI2G7Goqqvn+7+nzAvVDOGQRF4ISsUc1lTgShvPHRT4QaPd+mcUF/+XgOoY8ikKOJEZsIn8nUSW19EeG1m62vzezwl+v5NKugogickLfaAFVFJJXtjkDQ8JN6b9ueaBqwqe1zCkEROKFoWSrCYnhszKNHUOg2kzkYgZDYPv/Q9IxeKnMSYBocv5mO2jUduEFA6A9CIrrI9kTzBEWUkvcB2tUwpf4uQoR/dP8fdf6P+P8F0CU2Ch00PaOSugvM+8akKlU2RIT094eIUAcA+agoojFNVBLbHO1VtE9CiR/4fwAAM7bOpQTFlnWh/1uZ/hBZ901ebzLVSN72GbTQLfy/AEA5NnMFTc+eyKqmFY3EbZKvJ2yTvoM2mpLLCv0LgA98fc0BgK9sn3sIigEzXW7O9ouGk3cxQqI9vN4AIJ/Lcw5BsaLQTl7JqpvtPoWYQzi0j9cYAOg1dc4hKBrow8nKpGm2jebbUBAS7eJ1BQDZmjzn9DIomjbZAnkIh3bxHgSAYk2fe3o/6pmTE0wRDO3ivQcA5bRxHup9UASyEAyrIwQCgF1tnZN6ERQ5aYHQ5wbvLQDoNq/7KJrMLcii7jBFWLSH9xcANK+N81gQQRFwgeBYDu9HAGgXQVGDkxNcCTUoNrnuNgDAL02fu1oLimVXEOHEhSpCDYNZTN8HrHcNAP3g+jzX2mAW3fq8eSuHMN8h+o7XPgBApGcTbrtcm5gTK0S6UVWs8lq2WVVkVR4AaJ4P56/Wg2KTOLH1W9NvuNnRs+K6+6zzmm3i7+U9BQBu+BASRXoWFEU4saH5AFVmfzZen20E4ib3BwBd50tIFOnJhNsKJzSI2Bs1bPv11GTzch28jwDAHZ9CokgHKopFlRtOaqjDtzesa7xfAKB9Pp17ggyKnMzgA5/eyEV4zwBAWHw5xwQZFJM4AcI3Nt/cVV/fTCcFAN3QdmAMPiiKcDKE30zf5LyOAQB5WMKvIk6wCEHyDc5rFgBQR1OhMfigyAkXAADATXhcZHuDAAAAaN7s6Fmx7QJabkVRt7JE0QG03elShCojAABAWpWMFsVx7CxY+RAayyBgAgAAzGe46HsjZ7YWjnwLkgRFAACAea0GRZeyQihhEAAAwExngyIAAADqYdQzAAAAtAiKAAAA0CIoAgAAQIugCAAAAC2CIgAAALQIigAAANAiKAIAAECLoAgAAAAtgiIAAAC0/j+NuY6Su5lABAAAAABJRU5ErkJggg==\n", "text/html": [ "" ], "text/plain": [ "\n", "array([[4280031972, 4280031972, 4280031972, ..., 4280031972, 4280031972,\n", " 4280031972],\n", " [4280031972, 4280031972, 4280031972, ..., 4280031972, 4280031972,\n", " 4280031972],\n", " [4280031972, 4280031972, 4280031972, ..., 4280031972, 4280031972,\n", " 4280031972],\n", " ...,\n", " [ 16777215, 16777215, 16777215, ..., 16777215, 16777215,\n", " 16777215],\n", " [ 16777215, 16777215, 16777215, ..., 16777215, 16777215,\n", " 16777215],\n", " [ 16777215, 16777215, 16777215, ..., 16777215, 16777215,\n", " 16777215]], dtype=uint32)\n", "Coordinates:\n", " * x (x) float64 -179.7 -179.2 -178.6 -178.1 ... 178.1 178.6 179.2 179.7\n", " * y (y) float64 -89.78 -89.35 -88.91 -88.48 ... 82.13 82.56 82.99 83.43" ] }, "execution_count": 49, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plot_partitions(world_ddf)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After packing, however, the partitions contain countries that are much more localized." ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/html": [ "" ], "text/plain": [ "\n", "array([[4292467161, 4292467161, 4292467161, ..., 4292467161, 4292467161,\n", " 4292467161],\n", " [4292467161, 4292467161, 4292467161, ..., 4292467161, 4292467161,\n", " 4292467161],\n", " [4292467161, 4292467161, 4292467161, ..., 4292467161, 4292467161,\n", " 4292467161],\n", " ...,\n", " [ 16777215, 16777215, 16777215, ..., 16777215, 16777215,\n", " 16777215],\n", " [ 16777215, 16777215, 16777215, ..., 16777215, 16777215,\n", " 16777215],\n", " [ 16777215, 16777215, 16777215, ..., 16777215, 16777215,\n", " 16777215]], dtype=uint32)\n", "Coordinates:\n", " * x (x) float64 -179.7 -179.2 -178.6 -178.1 ... 178.1 178.6 179.2 179.7\n", " * y (y) float64 -89.78 -89.35 -88.91 -88.48 ... 82.13 82.56 82.99 83.43" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" } ], "source": [ "world_ddf_packed = world_ddf.pack_partitions(npartitions=20)\n", "plot_partitions(world_ddf_packed)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Distributed spatial selection\n", "Like `GeoDataFrame`, the `DaskGeoDataFrame` class supports spatial selection using the `cx` indexer.\n", "\n", "Here is an example of using the `cx` indexer to select the countries in the southern region of Africa." ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "southern_aftrica = world_ddf.cx[-15:40, -60:0]\n", "southern_aftrica.geometry.compute().to_geopandas().plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Distributed parquet support\n", "`DaskGeoDataFrame` objects can be written to parquet files using the `to_parquet` method and read using the `spatialpandas.io.read_parquet_dask` function.\n", "\n", "The `DaskGeoDataFrame.to_parquet` method stores the bounding box extents of each partition as parquet metadata, and the `read_parquet_dask` function loads this metadata. This makes it possible to perform efficient spatial queries on datasets without the need to first load all of the partitions into memory to compute their spatial extents." ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [], "source": [ "from spatialpandas.io import read_parquet_dask\n", "world_ddf_packed.to_parquet('world_packed.parq')" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Dask DataFrame Structure:
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pop_estcontinentnamegeometryarealength
npartitions=20
int64objectobjectmultipolygon[float64]float64float64
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Dask Name: from-delayed, 40 tasks
" ], "text/plain": [ "Dask DaskGeoDataFrame Structure:\n", " pop_est continent name geometry area length\n", "npartitions=20 \n", " int64 object object multipolygon[float64] float64 float64\n", " ... ... ... ... ... ...\n", "... ... ... ... ... ... ...\n", " ... ... ... ... ... ...\n", " ... ... ... ... ... ...\n", "Dask Name: from-delayed, 40 tasks" ] }, "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ "world_packed_loaded = read_parquet_dask('world_packed.parq')\n", "world_packed_loaded" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }