a 1$e@sddlmZddlZddlmZddlZddlZddl m Z gdZ ddddddddddddd ddd d ddddiiiiiiiifd d Z d dZ ddZdddddd d ddiiiif ddZdS))meanN LineString)Version)locationZ prefer_canvasZno_touchZ disable_3dZ png_enabledZ zoom_controlcrs zoom_startlefttoppositionmin_zoommax_zoomZmin_latZmax_latZmin_lonZmax_lonZ max_boundsZ OpenStreetMapTFz100%cN s dffdd }zxddl} ddl}!ddl}"ddl}#ddlm}$ddlm}%ddlm}&t |#j t dkrzddlm n dd lm Wnt tfyt d Yn0zddl}'d }(Wnt tfyd }(Yn0||jd k})|)r j|)ddj|)<jdur$dd<d}njds<d|durj}*dd}+|+durt|*d|*dg},t|*d|*dg}-|-|,f}+dvrd }.nd }.nd }.tD]0}/|/|vrtd|/d|/d||/dqi|fddD}|(rt|trn|}|dur8|?n|}| dur|durTi}d-|vrf| |d-<|&t6@||1| fi|}6t67|$j8d||6jA|6jBd)nPt6C||d.dd}7|&t6@||1d/|7d0}6t67|$j8d|d1|6jBd)d2vr d3d2<d4vrdd4<d5vrLd5 t= s@td6d5n d7d8}8|8 dur6ttrttDjErjFvr fd9d:}9|9}:nttDjGrtDjEd;|1dur|1r|dd?}<|<}:n fd@dA}=|=}:n fdBdC}>|>}:| rrd2vr`dDd2<fdEdF}?|?}@nd}@|durdG}|}At|tr|dHkr|!jIfi|}An`|dIkr|!jJfi|}AnD|dGkr|$dJd|dJ<|$dKd |dK<|!jKfi|}AntdLttDjErFfdMd,jLdNkMD}BjN|BdOttDjErjOjPdurjQtRdP|fi|}tRdQ|fi|}nd}d}jS}C|CdRD]N}D|DdSD]>} tT|DdS| tkr|"UdTdUd|DdS| |DdS| <qq|!jV|Cf|||A|:|@dVW|| r||d%k s2|ndW}E|dX|E}E| r|3j5X}|5Y}5|1 r|; r|Z|dYdZ|5Z|;t[||E||5n|du r||d[d }Fi}Gd\|v r|d\|Gd\<| rt67|$j8d||6jAt:|6jAd)}H|F r<|d]d  r|g|6j\Y}Ind}I| j]j^|Hf|||E|Id^|G}Jn|d_d`}Kda|v r\|da}n*|6_|K}|dbd }L|L sdcd,|D}|1 r|; r|Z|dYdZt6Z|H|;}Ht[||E||Hn~t| j]j` rڈ}Jnh|}Mt67|$j8d|Mt:|Mja}H|Mjaddk r&| j]jb|Hf|||Ede|G}Jn| j]j^|Hf|||Ede|G}J|F r||1 rr|; rrt[|dW|dYdZg|;g|c|J|S)gu&Interactive map based on GeoPandas and folium/leaflet.js Generate an interactive leaflet map based on :class:`~geopandas.GeoDataFrame` Parameters ---------- column : str, np.array, pd.Series (default None) The name of the dataframe column, :class:`numpy.array`, or :class:`pandas.Series` to be plotted. If :class:`numpy.array` or :class:`pandas.Series` are used then it must have same length as dataframe. cmap : str, matplotlib.Colormap, branca.colormap or function (default None) The name of a colormap recognized by ``matplotlib``, a list-like of colors, :class:`matplotlib.colors.Colormap`, a :class:`branca.colormap.ColorMap` or function that returns a named color or hex based on the column value, e.g.:: def my_colormap(value): # scalar value defined in 'column' if value > 1: return "green" return "red" color : str, array-like (default None) Named color or a list-like of colors (named or hex). m : folium.Map (default None) Existing map instance on which to draw the plot. tiles : str, xyzservices.TileProvider (default 'OpenStreetMap Mapnik') Map tileset to use. Can choose from the list supported by folium, query a :class:`xyzservices.TileProvider` by a name from ``xyzservices.providers``, pass :class:`xyzservices.TileProvider` object or pass custom XYZ URL. The current list of built-in providers (when ``xyzservices`` is not available): ``["OpenStreetMap", "Stamen Terrain", “Stamen Toner", “Stamen Watercolor" "CartoDB positron", “CartoDB dark_matter"]`` You can pass a custom tileset to Folium by passing a Leaflet-style URL to the tiles parameter: ``http://{s}.yourtiles.com/{z}/{x}/{y}.png``. Be sure to check their terms and conditions and to provide attribution with the ``attr`` keyword. attr : str (default None) Map tile attribution; only required if passing custom tile URL. tooltip : bool, str, int, list (default True) Display GeoDataFrame attributes when hovering over the object. ``True`` includes all columns. ``False`` removes tooltip. Pass string or list of strings to specify a column(s). Integer specifies first n columns to be included. Defaults to ``True``. popup : bool, str, int, list (default False) Input GeoDataFrame attributes for object displayed when clicking. ``True`` includes all columns. ``False`` removes popup. Pass string or list of strings to specify a column(s). Integer specifies first n columns to be included. Defaults to ``False``. highlight : bool (default True) Enable highlight functionality when hovering over a geometry. categorical : bool (default False) If ``False``, ``cmap`` will reflect numerical values of the column being plotted. For non-numerical columns, this will be set to True. legend : bool (default True) Plot a legend in choropleth plots. Ignored if no ``column`` is given. scheme : str (default None) Name of a choropleth classification scheme (requires ``mapclassify`` >= 2.4.0). A :func:`mapclassify.classify` will be used under the hood. Supported are all schemes provided by ``mapclassify`` (e.g. ``'BoxPlot'``, ``'EqualInterval'``, ``'FisherJenks'``, ``'FisherJenksSampled'``, ``'HeadTailBreaks'``, ``'JenksCaspall'``, ``'JenksCaspallForced'``, ``'JenksCaspallSampled'``, ``'MaxP'``, ``'MaximumBreaks'``, ``'NaturalBreaks'``, ``'Quantiles'``, ``'Percentiles'``, ``'StdMean'``, ``'UserDefined'``). Arguments can be passed in ``classification_kwds``. k : int (default 5) Number of classes vmin : None or float (default None) Minimum value of ``cmap``. If ``None``, the minimum data value in the column to be plotted is used. vmax : None or float (default None) Maximum value of ``cmap``. If ``None``, the maximum data value in the column to be plotted is used. width : pixel int or percentage string (default: '100%') Width of the folium :class:`~folium.folium.Map`. If the argument m is given explicitly, width is ignored. height : pixel int or percentage string (default: '100%') Height of the folium :class:`~folium.folium.Map`. If the argument m is given explicitly, height is ignored. categories : list-like Ordered list-like object of categories to be used for categorical plot. classification_kwds : dict (default None) Keyword arguments to pass to mapclassify control_scale : bool, (default True) Whether to add a control scale on the map. marker_type : str, folium.Circle, folium.CircleMarker, folium.Marker (default None) Allowed string options are ('marker', 'circle', 'circle_marker'). Defaults to folium.CircleMarker. marker_kwds: dict (default {}) Additional keywords to be passed to the selected ``marker_type``, e.g.: radius : float (default 2 for ``circle_marker`` and 50 for ``circle``)) Radius of the circle, in meters (for ``circle``) or pixels (for ``circle_marker``). fill : bool (default True) Whether to fill the ``circle`` or ``circle_marker`` with color. icon : folium.map.Icon the :class:`folium.map.Icon` object to use to render the marker. draggable : bool (default False) Set to True to be able to drag the marker around the map. style_kwds : dict (default {}) Additional style to be passed to folium ``style_function``: stroke : bool (default True) Whether to draw stroke along the path. Set it to ``False`` to disable borders on polygons or circles. color : str Stroke color weight : int Stroke width in pixels opacity : float (default 1.0) Stroke opacity fill : boolean (default True) Whether to fill the path with color. Set it to ``False`` to disable filling on polygons or circles. fillColor : str Fill color. Defaults to the value of the color option fillOpacity : float (default 0.5) Fill opacity. style_function : callable Function mapping a GeoJson Feature to a style ``dict``. * Style properties :func:`folium.vector_layers.path_options` * GeoJson features :class:`GeoDataFrame.__geo_interface__` e.g.:: lambda x: {"color":"red" if x["properties"]["gdp_md_est"]<10**6 else "blue"} Plus all supported by :func:`folium.vector_layers.path_options`. See the documentation of :class:`folium.features.GeoJson` for details. highlight_kwds : dict (default {}) Style to be passed to folium highlight_function. Uses the same keywords as ``style_kwds``. When empty, defaults to ``{"fillOpacity": 0.75}``. tooltip_kwds : dict (default {}) Additional keywords to be passed to :class:`folium.features.GeoJsonTooltip`, e.g. ``aliases``, ``labels``, or ``sticky``. popup_kwds : dict (default {}) Additional keywords to be passed to :class:`folium.features.GeoJsonPopup`, e.g. ``aliases`` or ``labels``. legend_kwds : dict (default {}) Additional keywords to be passed to the legend. Currently supported customisation: caption : string Custom caption of the legend. Defaults to the column name. Additional accepted keywords when ``scheme`` is specified: colorbar : bool (default True) An option to control the style of the legend. If True, continuous colorbar will be used. If False, categorical legend will be used for bins. scale : bool (default True) Scale bins along the colorbar axis according to the bin edges (True) or use the equal length for each bin (False) fmt : string (default "{:.2f}") A formatting specification for the bin edges of the classes in the legend. For example, to have no decimals: ``{"fmt": "{:.0f}"}``. Applies if ``colorbar=False``. labels : list-like A list of legend labels to override the auto-generated labels. Needs to have the same number of elements as the number of classes (`k`). Applies if ``colorbar=False``. interval : boolean (default False) An option to control brackets from mapclassify legend. If True, open/closed interval brackets are shown in the legend. Applies if ``colorbar=False``. max_labels : int, default 10 Maximum number of colorbar tick labels (requires branca>=0.5.0) map_kwds : dict (default {}) Additional keywords to be passed to folium :class:`~folium.folium.Map`, e.g. ``dragging``, or ``scrollWheelZoom``. **kwargs : dict Additional options to be passed on to the folium object. Returns ------- m : folium.folium.Map folium :class:`~folium.folium.Map` instance Examples -------- >>> import geodatasets >>> df = geopandas.read_file( ... geodatasets.get_path("geoda.chicago_health") ... ) >>> df.head(2) # doctest: +SKIP ComAreaID ... geometry 0 35 ... POLYGON ((-87.60914 41.84469, -87.60915 41.844... 1 36 ... POLYGON ((-87.59215 41.81693, -87.59231 41.816... [2 rows x 87 columns] >>> df.explore("Pop2012", cmap="Blues") # doctest: +SKIP Ncs:|s|Sr&|||S|||SdS)z$Helper for MPL deprecation - GH#2596N)Zget_cmapZ resampled)Z_cmap n_resampleidx)MPL_361cmM/var/www/html/django/DPS/env/lib/python3.9/site-packages/geopandas/explore.py_colormap_helpers  z"_explore.._colormap_helperr)colors)classifyz3.6.1) colormaps)rzThe 'folium', 'matplotlib' and 'mapclassify' packages are required for 'explore()'. You can install them using 'conda install -c conda-forge folium matplotlib mapclassify' or 'pip install folium matplotlib mapclassify'.TFZ LinearRingcSst|SNr)grrr>z_explore..ZSimplerirr'z.' cannot be specified in 'map_kwds'. Use the '=z' argument instead.csi|]}|tvr||qSr) _MAP_KWARGS).0i)kwargsrr `rz_explore..r r z{r})Z scale_factor)r control_scaletilesattrwidthheightz@The GeoDataFrame and given column have different number of rows.__plottable_columnz=Cannot specify 'categories' when column has categorical dtype) categoriesZtab20)rrzo'cmap' is invalid. 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Add categorical legend to a map The implementation is using the code originally written by Michel Metran (@michelmetran) and released on GitHub (https://github.com/michelmetran/package_folium) under MIT license. Copyright (c) 2020 Michel Metran Parameters ---------- m : folium.Map Existing map instance on which to draw the plot title : str title of the legend (e.g. column name) categories : list-like list of categories colors : list-like list of colors (in the same order as categories) aI {% macro header(this, kwargs) %} {% endmacro %} rNz
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r) rfelementZ MacroElementTemplate _templateZget_rootrzipZElementhtml) rtitler.rheadrmacrobodyrYr=rrrrs&@  rcKs,t|f||||||||| | | | | d |S)uInteractive map based on GeoPandas and folium/leaflet.js Generate an interactive leaflet map based on :class:`~geopandas.GeoSeries` Parameters ---------- color : str, array-like (default None) Named color or a list-like of colors (named or hex). m : folium.Map (default None) Existing map instance on which to draw the plot. tiles : str, xyzservices.TileProvider (default 'OpenStreetMap Mapnik') Map tileset to use. Can choose from the list supported by folium, query a :class:`xyzservices.TileProvider` by a name from ``xyzservices.providers``, pass :class:`xyzservices.TileProvider` object or pass custom XYZ URL. The current list of built-in providers (when ``xyzservices`` is not available): ``["OpenStreetMap", "Stamen Terrain", “Stamen Toner", “Stamen Watercolor" "CartoDB positron", “CartoDB dark_matter"]`` You can pass a custom tileset to Folium by passing a Leaflet-style URL to the tiles parameter: ``http://{s}.yourtiles.com/{z}/{x}/{y}.png``. Be sure to check their terms and conditions and to provide attribution with the ``attr`` keyword. attr : str (default None) Map tile attribution; only required if passing custom tile URL. highlight : bool (default True) Enable highlight functionality when hovering over a geometry. width : pixel int or percentage string (default: '100%') Width of the folium :class:`~folium.folium.Map`. If the argument m is given explicitly, width is ignored. height : pixel int or percentage string (default: '100%') Height of the folium :class:`~folium.folium.Map`. If the argument m is given explicitly, height is ignored. control_scale : bool, (default True) Whether to add a control scale on the map. marker_type : str, folium.Circle, folium.CircleMarker, folium.Marker (default None) Allowed string options are ('marker', 'circle', 'circle_marker'). Defaults to folium.Marker. marker_kwds: dict (default {}) Additional keywords to be passed to the selected ``marker_type``, e.g.: radius : float Radius of the circle, in meters (for ``'circle'``) or pixels (for ``circle_marker``). icon : folium.map.Icon the :class:`folium.map.Icon` object to use to render the marker. draggable : bool (default False) Set to True to be able to drag the marker around the map. style_kwds : dict (default {}) Additional style to be passed to folium ``style_function``: stroke : bool (default True) Whether to draw stroke along the path. Set it to ``False`` to disable borders on polygons or circles. color : str Stroke color weight : int Stroke width in pixels opacity : float (default 1.0) Stroke opacity fill : boolean (default True) Whether to fill the path with color. Set it to ``False`` to disable filling on polygons or circles. fillColor : str Fill color. Defaults to the value of the color option fillOpacity : float (default 0.5) Fill opacity. style_function : callable Function mapping a GeoJson Feature to a style ``dict``. * Style properties :func:`folium.vector_layers.path_options` * GeoJson features :class:`GeoSeries.__geo_interface__` e.g.:: lambda x: {"color":"red" if x["properties"]["gdp_md_est"]<10**6 else "blue"} Plus all supported by :func:`folium.vector_layers.path_options`. See the documentation of :class:`folium.features.GeoJson` for details. highlight_kwds : dict (default {}) Style to be passed to folium highlight_function. Uses the same keywords as ``style_kwds``. When empty, defaults to ``{"fillOpacity": 0.75}``. map_kwds : dict (default {}) Additional keywords to be passed to folium :class:`~folium.folium.Map`, e.g. ``dragging``, or ``scrollWheelZoom``. **kwargs : dict Additional options to be passed on to the folium. Returns ------- m : folium.folium.Map folium :class:`~folium.folium.Map` instance ) r=rr)r*rr+r,r(rrr>rIr)r)sr=rr)r*rr+r,r(rrr>rIrr%rrr_explore_geoseriesns&tr) statisticsrrZshapely.geometryrnumpyr~ZpandasryZpackaging.versionrr"rrrrrrrrsr    Dv