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map_widgets module

Colorbar

Bases: Output

A matplotlib colorbar widget that can be added to the map.

Source code in leafmap/map_widgets.py 
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class Colorbar(widgets.Output):
    """A matplotlib colorbar widget that can be added to the map."""

    def __init__(
        self,
        vmin=0,
        vmax=1,
        cmap="gray",
        discrete=False,
        label=None,
        orientation="horizontal",
        transparent_bg=False,
        font_size=9,
        axis_off=False,
        max_width=None,
        **kwargs,
    ):
        """Add a matplotlib colorbar to the map.

        Args:
            vis_params (dict): Visualization parameters as a dictionary. See
                https://developers.google.com/earth-engine/guides/image_visualization # noqa
                for options.
            cmap (str, optional): Matplotlib colormap. Defaults to "gray". See
                https://matplotlib.org/3.3.4/tutorials/colors/colormaps.html#sphx-glr-tutorials-colors-colormaps-py # noqa
                for options.
            discrete (bool, optional): Whether to create a discrete colorbar.
                Defaults to False.
            label (str, optional): Label for the colorbar. Defaults to None.
            orientation (str, optional): Orientation of the colorbar, such as
                "vertical" and "horizontal". Defaults to "horizontal".
            transparent_bg (bool, optional): Whether to use transparent
                background. Defaults to False.
            font_size (int, optional): Font size for the colorbar. Defaults
                to 9.
            axis_off (bool, optional): Whether to turn off the axis. Defaults
                to False.
            max_width (str, optional): Maximum width of the colorbar in pixels.
                Defaults to None.

        Raises:
            TypeError: If the vis_params is not a dictionary.
            ValueError: If the orientation is not either horizontal or vertical.
            ValueError: If the provided min value is not convertible to float.
            ValueError: If the provided max value is not convertible to float.
            ValueError: If the provided opacity value is not convertible to float.
            ValueError: If cmap or palette is not provided.
        """

        import matplotlib  # pylint: disable=import-outside-toplevel
        import numpy  # pylint: disable=import-outside-toplevel

        if max_width is None:
            if orientation == "horizontal":
                max_width = "270px"
            else:
                max_width = "100px"

        vis_params = {
            "min": vmin,
            "max": vmax,
        }

        if not isinstance(vis_params, dict):
            raise TypeError("The vis_params must be a dictionary.")

        if isinstance(kwargs.get("colors"), (list, tuple)):
            vis_params["palette"] = list(kwargs["colors"])

        width, height = self._get_dimensions(orientation, kwargs)

        vmin = vis_params.get("min", kwargs.pop("vmin", 0))
        try:
            vmin = float(vmin)
        except ValueError as err:
            raise ValueError("The provided min value must be scalar type.")

        vmax = vis_params.get("max", kwargs.pop("vmax", 1))
        try:
            vmax = float(vmax)
        except ValueError as err:
            raise ValueError("The provided max value must be scalar type.")

        alpha = vis_params.get("opacity", kwargs.pop("alpha", 1))
        try:
            alpha = float(alpha)
        except ValueError as err:
            raise ValueError("opacity or alpha value must be scalar type.")

        if "palette" in vis_params.keys():
            hexcodes = common.to_hex_colors(common.check_cmap(vis_params["palette"]))
            if discrete:
                cmap = matplotlib.colors.ListedColormap(hexcodes)
                linspace = numpy.linspace(vmin, vmax, cmap.N + 1)
                norm = matplotlib.colors.BoundaryNorm(linspace, cmap.N)
            else:
                cmap = matplotlib.colors.LinearSegmentedColormap.from_list(
                    "custom", hexcodes, N=256
                )
                norm = matplotlib.colors.Normalize(vmin=vmin, vmax=vmax)
        elif cmap:
            cmap = matplotlib.colormaps[cmap]
            norm = matplotlib.colors.Normalize(vmin=vmin, vmax=vmax)
        else:
            raise ValueError(
                'cmap keyword or "palette" key in vis_params must be provided.'
            )

        fig, ax = matplotlib.pyplot.subplots(figsize=(width, height))
        cb = matplotlib.colorbar.ColorbarBase(
            ax,
            norm=norm,
            alpha=alpha,
            cmap=cmap,
            orientation=orientation,
            **kwargs,
        )

        label = label or vis_params.get("bands") or kwargs.pop("caption", None)
        if label:
            cb.set_label(label, fontsize=font_size)

        if axis_off:
            ax.set_axis_off()
        ax.tick_params(labelsize=font_size)

        # Set the background color to transparent.
        if transparent_bg:
            fig.patch.set_alpha(0.0)

        super().__init__(layout=widgets.Layout(width=max_width))
        with self:
            self.outputs = ()
            matplotlib.pyplot.show()

    def _get_dimensions(self, orientation, kwargs):
        default_dims = {"horizontal": (3.0, 0.3), "vertical": (0.3, 3.0)}
        if orientation not in default_dims:
            valid_orientations = ", ".join(default_dims.keys())
            raise ValueError(
                f"orientation must be one of [{', '.join(valid_orientations)}]"
            )
        default_width, default_height = default_dims[orientation]
        width = kwargs.get("width", default_width)
        height = kwargs.get("height", default_height)
        return width, height

__init__(vmin=0, vmax=1, cmap='gray', discrete=False, label=None, orientation='horizontal', transparent_bg=False, font_size=9, axis_off=False, max_width=None, **kwargs)

Add a matplotlib colorbar to the map.

Parameters:

Name Type Description Default
vis_params dict

Visualization parameters as a dictionary. See https://developers.google.com/earth-engine/guides/image_visualization # noqa for options.

 required
cmap str

Matplotlib colormap. Defaults to "gray". See https://matplotlib.org/3.3.4/tutorials/colors/colormaps.html#sphx-glr-tutorials-colors-colormaps-py # noqa for options.

 'gray'
discrete bool

Whether to create a discrete colorbar. Defaults to False.

 False
label str

Label for the colorbar. Defaults to None.

 None
orientation str

Orientation of the colorbar, such as "vertical" and "horizontal". Defaults to "horizontal".

 'horizontal'
transparent_bg bool

Whether to use transparent background. Defaults to False.

 False
font_size int

Font size for the colorbar. Defaults to 9.

 9
axis_off bool

Whether to turn off the axis. Defaults to False.

 False
max_width str

Maximum width of the colorbar in pixels. Defaults to None.

 None

Raises:

Type Description
TypeError

If the vis_params is not a dictionary.
ValueError

If the orientation is not either horizontal or vertical.
ValueError

If the provided min value is not convertible to float.
ValueError

If the provided max value is not convertible to float.
ValueError

If the provided opacity value is not convertible to float.
ValueError

If cmap or palette is not provided.
Source code in leafmap/map_widgets.py 
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def __init__(
    self,
    vmin=0,
    vmax=1,
    cmap="gray",
    discrete=False,
    label=None,
    orientation="horizontal",
    transparent_bg=False,
    font_size=9,
    axis_off=False,
    max_width=None,
    **kwargs,
):
    """Add a matplotlib colorbar to the map.

    Args:
        vis_params (dict): Visualization parameters as a dictionary. See
            https://developers.google.com/earth-engine/guides/image_visualization # noqa
            for options.
        cmap (str, optional): Matplotlib colormap. Defaults to "gray". See
            https://matplotlib.org/3.3.4/tutorials/colors/colormaps.html#sphx-glr-tutorials-colors-colormaps-py # noqa
            for options.
        discrete (bool, optional): Whether to create a discrete colorbar.
            Defaults to False.
        label (str, optional): Label for the colorbar. Defaults to None.
        orientation (str, optional): Orientation of the colorbar, such as
            "vertical" and "horizontal". Defaults to "horizontal".
        transparent_bg (bool, optional): Whether to use transparent
            background. Defaults to False.
        font_size (int, optional): Font size for the colorbar. Defaults
            to 9.
        axis_off (bool, optional): Whether to turn off the axis. Defaults
            to False.
        max_width (str, optional): Maximum width of the colorbar in pixels.
            Defaults to None.

    Raises:
        TypeError: If the vis_params is not a dictionary.
        ValueError: If the orientation is not either horizontal or vertical.
        ValueError: If the provided min value is not convertible to float.
        ValueError: If the provided max value is not convertible to float.
        ValueError: If the provided opacity value is not convertible to float.
        ValueError: If cmap or palette is not provided.
    """

    import matplotlib  # pylint: disable=import-outside-toplevel
    import numpy  # pylint: disable=import-outside-toplevel

    if max_width is None:
        if orientation == "horizontal":
            max_width = "270px"
        else:
            max_width = "100px"

    vis_params = {
        "min": vmin,
        "max": vmax,
    }

    if not isinstance(vis_params, dict):
        raise TypeError("The vis_params must be a dictionary.")

    if isinstance(kwargs.get("colors"), (list, tuple)):
        vis_params["palette"] = list(kwargs["colors"])

    width, height = self._get_dimensions(orientation, kwargs)

    vmin = vis_params.get("min", kwargs.pop("vmin", 0))
    try:
        vmin = float(vmin)
    except ValueError as err:
        raise ValueError("The provided min value must be scalar type.")

    vmax = vis_params.get("max", kwargs.pop("vmax", 1))
    try:
        vmax = float(vmax)
    except ValueError as err:
        raise ValueError("The provided max value must be scalar type.")

    alpha = vis_params.get("opacity", kwargs.pop("alpha", 1))
    try:
        alpha = float(alpha)
    except ValueError as err:
        raise ValueError("opacity or alpha value must be scalar type.")

    if "palette" in vis_params.keys():
        hexcodes = common.to_hex_colors(common.check_cmap(vis_params["palette"]))
        if discrete:
            cmap = matplotlib.colors.ListedColormap(hexcodes)
            linspace = numpy.linspace(vmin, vmax, cmap.N + 1)
            norm = matplotlib.colors.BoundaryNorm(linspace, cmap.N)
        else:
            cmap = matplotlib.colors.LinearSegmentedColormap.from_list(
                "custom", hexcodes, N=256
            )
            norm = matplotlib.colors.Normalize(vmin=vmin, vmax=vmax)
    elif cmap:
        cmap = matplotlib.colormaps[cmap]
        norm = matplotlib.colors.Normalize(vmin=vmin, vmax=vmax)
    else:
        raise ValueError(
            'cmap keyword or "palette" key in vis_params must be provided.'
        )

    fig, ax = matplotlib.pyplot.subplots(figsize=(width, height))
    cb = matplotlib.colorbar.ColorbarBase(
        ax,
        norm=norm,
        alpha=alpha,
        cmap=cmap,
        orientation=orientation,
        **kwargs,
    )

    label = label or vis_params.get("bands") or kwargs.pop("caption", None)
    if label:
        cb.set_label(label, fontsize=font_size)

    if axis_off:
        ax.set_axis_off()
    ax.tick_params(labelsize=font_size)

    # Set the background color to transparent.
    if transparent_bg:
        fig.patch.set_alpha(0.0)

    super().__init__(layout=widgets.Layout(width=max_width))
    with self:
        self.outputs = ()
        matplotlib.pyplot.show()

LayerEditor

Bases: VBox

Widget for displaying and editing layer visualization properties.

Source code in leafmap/map_widgets.py 
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class LayerEditor(widgets.VBox):
    """Widget for displaying and editing layer visualization properties."""

    def __init__(self, host_map, layer_dict):
        """Initializes a layer editor widget.

        Args:
            host_map (geemap.Map): The geemap.Map object.
            layer_dict (dict): The layer object to edit.
        """

        # self.on_close = None

        self._host_map = host_map
        self._layer_dict = layer_dict
        if not host_map:
            raise ValueError(
                f"Must pass a valid map when creating a {self.__class__.__name__} widget."
            )

        self._toggle_button = widgets.ToggleButton(
            value=True,
            tooltip="Layer editor",
            icon="gear",
            layout=widgets.Layout(width="28px", height="28px", padding="0px 0 0 3px"),
        )
        self._toggle_button.observe(self._on_toggle_click, "value")

        self._close_button = widgets.Button(
            tooltip="Close the vis params dialog",
            icon="times",
            button_style="primary",
            layout=widgets.Layout(width="28px", height="28px", padding="0"),
        )
        self._close_button.on_click(self._on_close_click)

        layout = widgets.Layout(width="95px")
        self._import_button = widgets.Button(
            description="Import",
            # button_style="primary",
            tooltip="Import vis params to notebook",
            layout=layout,
        )
        self._apply_button = widgets.Button(
            description="Apply", tooltip="Apply vis params to the layer", layout=layout
        )

        self._layer_spinner = widgets.Button(
            icon="check",
            layout=widgets.Layout(width="28px", height="28px", padding="0px"),
            tooltip="Loaded",
        )

        def loading_change(change):
            if change["new"]:
                self._layer_spinner.tooltip = "Loading ..."
                self._layer_spinner.icon = "spinner spin lg"
            else:
                self._layer_spinner.tooltip = "Loaded"
                self._layer_spinner.icon = "check"

        self._import_button.on_click(self._on_import_click)
        self._apply_button.on_click(self._on_apply_click)

        self._label = widgets.Label(
            value=layer_dict["layer_name"],
            layout=widgets.Layout(max_width="200px", padding="1px 4px 0 4px"),
        )
        self._embedded_widget = widgets.Label(value="Vis params are uneditable")
        if layer_dict is not None:
            if layer_dict["type"] in ["LOCAL", "COG", "STAC", "XARRAY"]:
                self._embedded_widget = RasterLayerEditor(
                    host_map=host_map, layer_dict=layer_dict
                )

                layer_dict["tile_layer"].observe(loading_change, "loading")

        super().__init__(children=[])
        self._on_toggle_click({"new": True})

    def _on_toggle_click(self, change):
        if change["new"]:
            self.children = [
                widgets.HBox([self._close_button, self._toggle_button, self._label]),
                self._embedded_widget,
                widgets.HBox(
                    [self._import_button, self._apply_button, self._layer_spinner]
                ),
            ]
        else:
            self.children = [
                widgets.HBox([self._close_button, self._toggle_button, self._label]),
            ]

    def _on_import_click(self, _):
        self._embedded_widget.on_import_click()

    def _on_apply_click(self, _):

        def loading_change(change):
            if change["new"]:
                self._layer_spinner.tooltip = "Loading ..."
                self._layer_spinner.icon = "spinner spin lg"
            else:
                self._layer_spinner.tooltip = "Loaded"
                self._layer_spinner.icon = "check"

        self._layer_spinner.icon = "spinner spin lg"
        self._layer_spinner.unobserve(loading_change, "loading")
        self._embedded_widget.on_apply_click()
        self._host_map.cog_layer_dict[self._layer_dict["layer_name"]][
            "tile_layer"
        ].observe(loading_change, "loading")

    def _on_close_click(self, _):
        # if self.on_close:
        self._layer_editor = None
        self.on_close()

__init__(host_map, layer_dict)

Initializes a layer editor widget.

Parameters:

Name Type Description Default
host_map Map

The geemap.Map object.

 required
layer_dict dict

The layer object to edit.

 required
Source code in leafmap/map_widgets.py 
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def __init__(self, host_map, layer_dict):
    """Initializes a layer editor widget.

    Args:
        host_map (geemap.Map): The geemap.Map object.
        layer_dict (dict): The layer object to edit.
    """

    # self.on_close = None

    self._host_map = host_map
    self._layer_dict = layer_dict
    if not host_map:
        raise ValueError(
            f"Must pass a valid map when creating a {self.__class__.__name__} widget."
        )

    self._toggle_button = widgets.ToggleButton(
        value=True,
        tooltip="Layer editor",
        icon="gear",
        layout=widgets.Layout(width="28px", height="28px", padding="0px 0 0 3px"),
    )
    self._toggle_button.observe(self._on_toggle_click, "value")

    self._close_button = widgets.Button(
        tooltip="Close the vis params dialog",
        icon="times",
        button_style="primary",
        layout=widgets.Layout(width="28px", height="28px", padding="0"),
    )
    self._close_button.on_click(self._on_close_click)

    layout = widgets.Layout(width="95px")
    self._import_button = widgets.Button(
        description="Import",
        # button_style="primary",
        tooltip="Import vis params to notebook",
        layout=layout,
    )
    self._apply_button = widgets.Button(
        description="Apply", tooltip="Apply vis params to the layer", layout=layout
    )

    self._layer_spinner = widgets.Button(
        icon="check",
        layout=widgets.Layout(width="28px", height="28px", padding="0px"),
        tooltip="Loaded",
    )

    def loading_change(change):
        if change["new"]:
            self._layer_spinner.tooltip = "Loading ..."
            self._layer_spinner.icon = "spinner spin lg"
        else:
            self._layer_spinner.tooltip = "Loaded"
            self._layer_spinner.icon = "check"

    self._import_button.on_click(self._on_import_click)
    self._apply_button.on_click(self._on_apply_click)

    self._label = widgets.Label(
        value=layer_dict["layer_name"],
        layout=widgets.Layout(max_width="200px", padding="1px 4px 0 4px"),
    )
    self._embedded_widget = widgets.Label(value="Vis params are uneditable")
    if layer_dict is not None:
        if layer_dict["type"] in ["LOCAL", "COG", "STAC", "XARRAY"]:
            self._embedded_widget = RasterLayerEditor(
                host_map=host_map, layer_dict=layer_dict
            )

            layer_dict["tile_layer"].observe(loading_change, "loading")

    super().__init__(children=[])
    self._on_toggle_click({"new": True})

Legend

Bases: VBox

A legend widget that can be added to the map.

Source code in leafmap/map_widgets.py 
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class Legend(widgets.VBox):
    """A legend widget that can be added to the map."""

    ALLOWED_POSITIONS = ["topleft", "topright", "bottomleft", "bottomright"]
    DEFAULT_COLORS = ["#8DD3C7", "#FFFFB3", "#BEBADA", "#FB8072", "#80B1D3"]
    DEFAULT_KEYS = ["One", "Two", "Three", "Four", "etc"]
    DEFAULT_MAX_HEIGHT = "400px"
    DEFAULT_MAX_WIDTH = "300px"

    def __init__(
        self,
        title="Legend",
        legend_dict=None,
        keys=None,
        colors=None,
        position="bottomright",
        builtin_legend=None,
        add_header=True,
        shape_type="rectangle",
        widget_args={},
        **kwargs,
    ):
        """Adds a customized legend to the map.

         Args:
            title (str, optional): Title of the legend. Defaults to 'Legend'.
            legend_dict (dict, optional): A dictionary containing legend items
                as keys and color as values. If provided, keys and colors will
                be ignored. Defaults to None.
            keys (list, optional): A list of legend keys. Defaults to None.
            colors (list, optional): A list of legend colors. Defaults to None.
            position (str, optional): Position of the legend. Defaults to
                'bottomright'.
            builtin_legend (str, optional): Name of the builtin legend to add
                to the map. Defaults to None.
            add_header (bool, optional): Whether the legend can be closed or
                not. Defaults to True.
            shape_type (str, optional): The shape type of the legend item.
            widget_args (dict, optional): Additional arguments passed to the
                widget_template() function. Defaults to {}.

        Raises:
            TypeError: If the keys are not a list.
            TypeError: If the colors are not list.
            TypeError: If the colors are not a list of tuples.
            TypeError: If the legend_dict is not a dictionary.
            ValueError: If the legend template does not exist.
            ValueError: If a rgb value cannot to be converted to hex.
            ValueError: If the keys and colors are not the same length.
            ValueError: If the builtin_legend is not allowed.
            ValueError: If the position is not allowed.

        """
        import importlib.resources  # pylint: disable=import-outside-toplevel
        import os  # pylint: disable=import-outside-toplevel

        from IPython.display import display  # pylint: disable=import-outside-toplevel

        from .legends import builtin_legends  # pylint: disable=import-outside-toplevel

        pkg_dir = os.path.dirname(importlib.resources.files("leafmap") / "leafmap.py")
        legend_template = os.path.join(pkg_dir, "data/template/legend.html")

        if not os.path.exists(legend_template):
            raise ValueError("The legend template does not exist.")

        if "labels" in kwargs:
            keys = kwargs["labels"]
            kwargs.pop("labels")

        if keys is not None:
            if not isinstance(keys, list):
                raise TypeError("The legend keys must be a list.")
        else:
            keys = Legend.DEFAULT_KEYS

        if colors is not None:
            if not isinstance(colors, list):
                raise TypeError("The legend colors must be a list.")
            elif all(isinstance(item, tuple) for item in colors):
                colors = Legend.__convert_rgb_colors_to_hex(colors)
            elif all((item.startswith("#") and len(item) == 7) for item in colors):
                pass
            elif all((len(item) == 6) for item in colors):
                pass
            else:
                raise TypeError("The legend colors must be a list of tuples.")
        else:
            colors = Legend.DEFAULT_COLORS

        if len(keys) != len(colors):
            raise ValueError("The legend keys and colors must be the same length.")

        allowed_builtin_legends = builtin_legends.keys()
        if builtin_legend is not None:
            builtin_legend_allowed = Legend.__check_if_allowed(
                builtin_legend, "builtin legend", allowed_builtin_legends
            )
            if builtin_legend_allowed:
                legend_dict = builtin_legends[builtin_legend]
                keys = list(legend_dict.keys())
                colors = list(legend_dict.values())

        if legend_dict is not None:
            if not isinstance(legend_dict, dict):
                raise TypeError("The legend dict must be a dictionary.")
            else:
                keys = list(legend_dict.keys())
                colors = list(legend_dict.values())
                if all(isinstance(item, tuple) for item in colors):
                    colors = Legend.__convert_rgb_colors_to_hex(colors)

        Legend.__check_if_allowed(position, "position", Legend.ALLOWED_POSITIONS)

        header = []
        footer = []
        content = Legend.__create_legend_items(keys, colors)

        with open(legend_template) as f:
            lines = f.readlines()
            lines[3] = lines[3].replace("Legend", title)
            header = lines[:6]
            footer = lines[11:]

        legend_html = header + content + footer
        legend_text = "".join(legend_html)

        if shape_type == "circle":
            legend_text = legend_text.replace("width: 30px", "width: 16px")
            legend_text = legend_text.replace(
                "border: 1px solid #999;",
                "border-radius: 50%;\n      border: 1px solid #999;",
            )
        elif shape_type == "line":
            legend_text = legend_text.replace("height: 16px", "height: 3px")
        legend_output = widgets.Output(layout=Legend.__create_layout(**kwargs))
        legend_widget = widgets.HTML(value=legend_text)

        if add_header:
            if "show_close_button" not in widget_args:
                widget_args["show_close_button"] = False
            if "widget_icon" not in widget_args:
                widget_args["widget_icon"] = "bars"

            legend_output_widget = common.widget_template(
                legend_output,
                position=position,
                display_widget=legend_widget,
                **widget_args,
            )
        else:
            legend_output_widget = legend_widget

        super().__init__(children=[legend_output_widget])

        legend_output.clear_output()
        legend_output.outputs = ()
        with legend_output:
            legend_output.append_display_data(legend_widget)

    def __check_if_allowed(value, value_name, allowed_list):  # pylint: disable=E0213
        if value not in allowed_list:
            raise ValueError(
                "The "
                + value_name
                + " must be one of the following: {}.".format(", ".join(allowed_list))
            )
        return True

    def __convert_rgb_colors_to_hex(colors):  # pylint: disable=E0213
        try:
            return [common.rgb_to_hex(x) for x in colors]
        except:
            raise ValueError("Unable to convert rgb value to hex.")

    def __create_legend_items(keys, colors):  # pylint: disable=E0213
        legend_items = []
        for index, key in enumerate(keys):
            color = colors[index]
            if not color.startswith("#"):
                color = "#" + color
            item = "<li><span style='background:{};'></span>{}</li>\n".format(
                color, key
            )
            legend_items.append(item)
        return legend_items

    def __create_layout(**kwargs):  # pylint: disable=E0213
        height = Legend.__create_layout_property("height", None, **kwargs)

        min_height = Legend.__create_layout_property("min_height", None, **kwargs)

        if height is None:
            max_height = Legend.DEFAULT_MAX_HEIGHT
        else:
            max_height = Legend.__create_layout_property("max_height", None, **kwargs)

        width = Legend.__create_layout_property("width", None, **kwargs)

        if "min_width" not in kwargs:
            min_width = None

        if width is None:
            max_width = Legend.DEFAULT_MAX_WIDTH
        else:
            max_width = Legend.__create_layout_property(
                "max_width", Legend.DEFAULT_MAX_WIDTH, **kwargs
            )

        return {
            "height": height,
            "max_height": max_height,
            "max_width": max_width,
            "min_height": min_height,
            "min_width": min_width,
            "overflow": "scroll",
            "width": width,
        }

    def __create_layout_property(name, default_value, **kwargs):
        return default_value if name not in kwargs else kwargs[name]

__init__(title='Legend', legend_dict=None, keys=None, colors=None, position='bottomright', builtin_legend=None, add_header=True, shape_type='rectangle', widget_args={}, **kwargs)

Adds a customized legend to the map.

Args: title (str, optional): Title of the legend. Defaults to 'Legend'. legend_dict (dict, optional): A dictionary containing legend items as keys and color as values. If provided, keys and colors will be ignored. Defaults to None. keys (list, optional): A list of legend keys. Defaults to None. colors (list, optional): A list of legend colors. Defaults to None. position (str, optional): Position of the legend. Defaults to 'bottomright'. builtin_legend (str, optional): Name of the builtin legend to add to the map. Defaults to None. add_header (bool, optional): Whether the legend can be closed or not. Defaults to True. shape_type (str, optional): The shape type of the legend item. widget_args (dict, optional): Additional arguments passed to the widget_template() function. Defaults to {}.

Raises:

Type Description
TypeError

If the keys are not a list.
TypeError

If the colors are not list.
TypeError

If the colors are not a list of tuples.
TypeError

If the legend_dict is not a dictionary.
ValueError

If the legend template does not exist.
ValueError

If a rgb value cannot to be converted to hex.
ValueError

If the keys and colors are not the same length.
ValueError

If the builtin_legend is not allowed.
ValueError

If the position is not allowed.
Source code in leafmap/map_widgets.py 
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def __init__(
    self,
    title="Legend",
    legend_dict=None,
    keys=None,
    colors=None,
    position="bottomright",
    builtin_legend=None,
    add_header=True,
    shape_type="rectangle",
    widget_args={},
    **kwargs,
):
    """Adds a customized legend to the map.

     Args:
        title (str, optional): Title of the legend. Defaults to 'Legend'.
        legend_dict (dict, optional): A dictionary containing legend items
            as keys and color as values. If provided, keys and colors will
            be ignored. Defaults to None.
        keys (list, optional): A list of legend keys. Defaults to None.
        colors (list, optional): A list of legend colors. Defaults to None.
        position (str, optional): Position of the legend. Defaults to
            'bottomright'.
        builtin_legend (str, optional): Name of the builtin legend to add
            to the map. Defaults to None.
        add_header (bool, optional): Whether the legend can be closed or
            not. Defaults to True.
        shape_type (str, optional): The shape type of the legend item.
        widget_args (dict, optional): Additional arguments passed to the
            widget_template() function. Defaults to {}.

    Raises:
        TypeError: If the keys are not a list.
        TypeError: If the colors are not list.
        TypeError: If the colors are not a list of tuples.
        TypeError: If the legend_dict is not a dictionary.
        ValueError: If the legend template does not exist.
        ValueError: If a rgb value cannot to be converted to hex.
        ValueError: If the keys and colors are not the same length.
        ValueError: If the builtin_legend is not allowed.
        ValueError: If the position is not allowed.

    """
    import importlib.resources  # pylint: disable=import-outside-toplevel
    import os  # pylint: disable=import-outside-toplevel

    from IPython.display import display  # pylint: disable=import-outside-toplevel

    from .legends import builtin_legends  # pylint: disable=import-outside-toplevel

    pkg_dir = os.path.dirname(importlib.resources.files("leafmap") / "leafmap.py")
    legend_template = os.path.join(pkg_dir, "data/template/legend.html")

    if not os.path.exists(legend_template):
        raise ValueError("The legend template does not exist.")

    if "labels" in kwargs:
        keys = kwargs["labels"]
        kwargs.pop("labels")

    if keys is not None:
        if not isinstance(keys, list):
            raise TypeError("The legend keys must be a list.")
    else:
        keys = Legend.DEFAULT_KEYS

    if colors is not None:
        if not isinstance(colors, list):
            raise TypeError("The legend colors must be a list.")
        elif all(isinstance(item, tuple) for item in colors):
            colors = Legend.__convert_rgb_colors_to_hex(colors)
        elif all((item.startswith("#") and len(item) == 7) for item in colors):
            pass
        elif all((len(item) == 6) for item in colors):
            pass
        else:
            raise TypeError("The legend colors must be a list of tuples.")
    else:
        colors = Legend.DEFAULT_COLORS

    if len(keys) != len(colors):
        raise ValueError("The legend keys and colors must be the same length.")

    allowed_builtin_legends = builtin_legends.keys()
    if builtin_legend is not None:
        builtin_legend_allowed = Legend.__check_if_allowed(
            builtin_legend, "builtin legend", allowed_builtin_legends
        )
        if builtin_legend_allowed:
            legend_dict = builtin_legends[builtin_legend]
            keys = list(legend_dict.keys())
            colors = list(legend_dict.values())

    if legend_dict is not None:
        if not isinstance(legend_dict, dict):
            raise TypeError("The legend dict must be a dictionary.")
        else:
            keys = list(legend_dict.keys())
            colors = list(legend_dict.values())
            if all(isinstance(item, tuple) for item in colors):
                colors = Legend.__convert_rgb_colors_to_hex(colors)

    Legend.__check_if_allowed(position, "position", Legend.ALLOWED_POSITIONS)

    header = []
    footer = []
    content = Legend.__create_legend_items(keys, colors)

    with open(legend_template) as f:
        lines = f.readlines()
        lines[3] = lines[3].replace("Legend", title)
        header = lines[:6]
        footer = lines[11:]

    legend_html = header + content + footer
    legend_text = "".join(legend_html)

    if shape_type == "circle":
        legend_text = legend_text.replace("width: 30px", "width: 16px")
        legend_text = legend_text.replace(
            "border: 1px solid #999;",
            "border-radius: 50%;\n      border: 1px solid #999;",
        )
    elif shape_type == "line":
        legend_text = legend_text.replace("height: 16px", "height: 3px")
    legend_output = widgets.Output(layout=Legend.__create_layout(**kwargs))
    legend_widget = widgets.HTML(value=legend_text)

    if add_header:
        if "show_close_button" not in widget_args:
            widget_args["show_close_button"] = False
        if "widget_icon" not in widget_args:
            widget_args["widget_icon"] = "bars"

        legend_output_widget = common.widget_template(
            legend_output,
            position=position,
            display_widget=legend_widget,
            **widget_args,
        )
    else:
        legend_output_widget = legend_widget

    super().__init__(children=[legend_output_widget])

    legend_output.clear_output()
    legend_output.outputs = ()
    with legend_output:
        legend_output.append_display_data(legend_widget)

RasterLayerEditor

Bases: VBox

Widget for displaying and editing layer visualization properties for raster layers.

Source code in leafmap/map_widgets.py 
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class RasterLayerEditor(widgets.VBox):
    """Widget for displaying and editing layer visualization properties for raster layers."""

    def __init__(self, host_map, layer_dict):
        """Initializes a raster layer editor widget.

        Args:
            host_map (geemap.Map): The geemap.Map object.
            layer_dict (dict): The layer object to edit.
        """
        self._host_map = host_map
        self._layer_dict = layer_dict

        self._layer_name = self._layer_dict["layer_name"]
        self._layer_opacity = self._layer_dict["opacity"]
        self._min_value = self._layer_dict["vmin"]
        self._max_value = self._layer_dict["vmax"]
        self._band_indexes = self._layer_dict["indexes"]
        self._nodata = self._layer_dict["nodata"]

        if self._layer_dict["type"] == "LOCAL":
            self._tile_client = self._layer_dict["tile_client"]
            self._filename = self._layer_dict["filename"]
        if "xds" in self._layer_dict:
            self._xds = self._layer_dict["xds"]
        else:
            self._xds = None

        if self._min_value is None or self._max_value is None:
            try:
                self._min_value, self._max_value = common.image_min_max(
                    self._filename, self._band_indexes
                )
            except Exception as e:
                self._min_value = 0
                self._max_value = 1

        self._sel_bands = self._layer_dict["vis_bands"]
        self._layer_palette = []
        self._layer_gamma = 1
        self._left_value = min(self._min_value, 0)
        self._right_value = self._max_value * 1.5

        band_names = self._layer_dict["band_names"]
        self._band_count = len(band_names)

        self._greyscale_radio_button = widgets.RadioButtons(
            options=["1 band (Grayscale)"],
            layout={"width": "max-content", "margin": "0 15px 0 0"},
        )
        self._rgb_radio_button = widgets.RadioButtons(
            options=["3 bands (RGB)"], layout={"width": "max-content"}
        )
        self._greyscale_radio_button.index = None
        self._rgb_radio_button.index = None

        band_dropdown_layout = widgets.Layout(width="98px")
        self._band_1_dropdown = widgets.Dropdown(
            options=band_names, value=band_names[0], layout=band_dropdown_layout
        )
        self._band_2_dropdown = widgets.Dropdown(
            options=band_names, value=band_names[0], layout=band_dropdown_layout
        )
        self._band_3_dropdown = widgets.Dropdown(
            options=band_names, value=band_names[0], layout=band_dropdown_layout
        )
        self._bands_hbox = widgets.HBox(layout=widgets.Layout(margin="0 0 6px 0"))

        self._color_picker = widgets.ColorPicker(
            concise=False,
            value="#000000",
            layout=widgets.Layout(width="116px"),
            style={"description_width": "initial"},
        )

        self._add_color_button = widgets.Button(
            icon="plus",
            tooltip="Add a hex color string to the palette",
            layout=widgets.Layout(width="32px"),
        )
        self._del_color_button = widgets.Button(
            icon="minus",
            tooltip="Remove a hex color string from the palette",
            layout=widgets.Layout(width="32px"),
        )
        self._reset_color_button = widgets.Button(
            icon="eraser",
            tooltip="Remove all color strings from the palette",
            layout=widgets.Layout(width="34px"),
        )
        self._add_color_button.on_click(self._add_color_clicked)
        self._del_color_button.on_click(self._del_color_clicked)
        self._reset_color_button.on_click(self._reset_color_clicked)

        self._classes_dropdown = widgets.Dropdown(
            options=["Any"] + [str(i) for i in range(3, 13)],
            description="Classes:",
            layout=widgets.Layout(width="115px"),
            style={"description_width": "initial"},
        )
        self._classes_dropdown.observe(self._classes_changed, "value")

        self._colormap_dropdown = widgets.Dropdown(
            options=self._get_colormaps(),
            value=None,
            description="Colormap:",
            layout=widgets.Layout(width="300px"),
            style={"description_width": "initial"},
        )
        self._colormap_dropdown.observe(self._colormap_changed, "value")

        self._palette_label = widgets.Text(
            value=", ".join(self._layer_palette),
            placeholder="List of hex color code (RRGGBB)",
            description="Palette:",
            tooltip="Enter a list of hex color code (RRGGBB)",
            layout=widgets.Layout(width="300px"),
            style={"description_width": "initial"},
        )

        self._value_range_slider = widgets.FloatRangeSlider(
            value=[self._min_value, self._max_value],
            min=self._left_value,
            max=self._right_value,
            step=(self._right_value - self._left_value) / 100,
            description="Range:",
            disabled=False,
            continuous_update=False,
            readout=True,
            readout_format=".2f",
            layout=widgets.Layout(width="300px"),
            style={"description_width": "45px"},
        )

        self._opacity_slider = widgets.FloatSlider(
            value=self._layer_opacity,
            min=0,
            max=1,
            step=0.01,
            description="Opacity:",
            continuous_update=False,
            readout=True,
            readout_format=".2f",
            layout=widgets.Layout(width="310px"),
            style={"description_width": "50px"},
        )

        self._colorbar_output = widgets.Output(
            layout=widgets.Layout(height="60px", max_width="300px")
        )

        children = []
        if self._band_count < 3:
            self._greyscale_radio_button.index = 0
            self._band_1_dropdown.layout.width = "300px"
            self._bands_hbox.children = [self._band_1_dropdown]
            children = self._get_tool_layout(grayscale=True)

            if len(self._palette_label.value) > 0 and "," in self._palette_label.value:
                colors = common.to_hex_colors(
                    [color.strip() for color in self._palette_label.value.split(",")]
                )
                self._render_colorbar(colors)
        else:
            self._rgb_radio_button.index = 0
            sel_bands = self._sel_bands
            if (sel_bands is None) or (len(sel_bands) < 2):
                sel_bands = band_names[0:3]
            self._band_1_dropdown.value = sel_bands[0]
            self._band_2_dropdown.value = sel_bands[1]
            self._band_3_dropdown.value = sel_bands[2]
            self._bands_hbox.children = [
                self._band_1_dropdown,
                self._band_2_dropdown,
                self._band_3_dropdown,
            ]
            children = self._get_tool_layout(grayscale=False)

        self._greyscale_radio_button.observe(self._radio1_observer, names=["value"])
        self._rgb_radio_button.observe(self._radio2_observer, names=["value"])

        super().__init__(
            layout=widgets.Layout(
                padding="5px 0px 5px 8px",  # top, right, bottom, left
                # width="330px",
                max_height="305px",
                overflow="auto",
                display="block",
            ),
            children=children,
        )

    def _get_tool_layout(self, grayscale):
        return [
            widgets.HBox([self._greyscale_radio_button, self._rgb_radio_button]),
            self._bands_hbox,
            self._value_range_slider,
            self._opacity_slider,
        ] + (
            [
                self._colormap_dropdown,
                # self._palette_label,
                self._colorbar_output,
                # widgets.HBox(
                #     [
                #         self._color_picker,
                #         self._add_color_button,
                #         self._del_color_button,
                #         self._reset_color_button,
                #     ]
                # ),
            ]
            if grayscale
            else []
        )

    def _get_colormaps(self):
        from matplotlib import pyplot  # pylint: disable=import-outside-toplevel

        colormap_options = pyplot.colormaps()
        colormap_options = [
            item
            for item in colormap_options
            if not (item[0].isupper() or "cet" in item.lower())
        ]
        colormap_options.sort()
        return colormap_options

    def _render_colorbar(self, colors):
        import matplotlib  # pylint: disable=import-outside-toplevel
        from matplotlib import pyplot  # pylint: disable=import-outside-toplevel

        colors = common.to_hex_colors(colors)

        _, ax = pyplot.subplots(figsize=(4, 0.3))
        cmap = matplotlib.colors.LinearSegmentedColormap.from_list(
            "custom", colors, N=256
        )
        norm = matplotlib.colors.Normalize(
            vmin=self._value_range_slider.value[0],
            vmax=self._value_range_slider.value[1],
        )
        matplotlib.colorbar.ColorbarBase(
            ax, norm=norm, cmap=cmap, orientation="horizontal"
        )

        self._palette_label.value = ", ".join(colors)

        self._colorbar_output.clear_output()
        with self._colorbar_output:
            pyplot.show()

    def _classes_changed(self, change):
        import matplotlib  # pylint: disable=import-outside-toplevel
        from matplotlib import pyplot  # pylint: disable=import-outside-toplevel

        if not change["new"]:
            return

        selected = change["owner"].value
        if self._colormap_dropdown.value is not None:
            n_class = None
            if selected != "Any":
                n_class = int(self._classes_dropdown.value)

            colors = pyplot.get_cmap(self._colormap_dropdown.value, n_class)
            cmap_colors = [
                matplotlib.colors.rgb2hex(colors(i))[1:] for i in range(colors.N)
            ]
            self._render_colorbar(cmap_colors)

            if len(self._palette_label.value) > 0 and "," in self._palette_label.value:
                labels = [
                    f"Class {i+1}"
                    for i in range(len(self._palette_label.value.split(",")))
                ]

    def _add_color_clicked(self, _):
        if self._color_picker.value is not None:
            if len(self._palette_label.value) == 0:
                self._palette_label.value = self._color_picker.value
            else:
                self._palette_label.value += ", " + self._color_picker.value

    def _del_color_clicked(self, _):
        if "," in self._palette_label.value:
            items = [item.strip() for item in self._palette_label.value.split(",")]
            self._palette_label.value = ", ".join(items[:-1])
        else:
            self._palette_label.value = ""

    def _reset_color_clicked(self, _):
        self._palette_label.value = ""

    def _colormap_changed(self, change):
        import matplotlib  # pylint: disable=import-outside-toplevel
        from matplotlib import pyplot  # pylint: disable=import-outside-toplevel

        if change["new"]:
            n_class = None
            if self._classes_dropdown.value != "Any":
                n_class = int(self._classes_dropdown.value)

            colors = pyplot.get_cmap(self._colormap_dropdown.value, n_class)
            cmap_colors = [
                matplotlib.colors.rgb2hex(colors(i))[1:] for i in range(colors.N)
            ]
            self._render_colorbar(cmap_colors)

            if len(self._palette_label.value) > 0 and "," in self._palette_label.value:
                labels = [
                    f"Class {i+1}"
                    for i in range(len(self._palette_label.value.split(",")))
                ]

    def on_import_click(self):
        vis = {}
        if self._greyscale_radio_button.index == 0:
            vis["indexes"] = [self._band_1_dropdown.index + 1]
        else:
            vis["indexes"] = [
                self._band_1_dropdown.index + 1,
                self._band_2_dropdown.index + 1,
                self._band_3_dropdown.index + 1,
            ]
            self._colormap_dropdown.value = None

        vis["vmin"] = self._value_range_slider.value[0]
        vis["vmax"] = self._value_range_slider.value[1]
        vis["opacity"] = self._opacity_slider.value
        vis["colormap"] = self._colormap_dropdown.value

        if self._layer_dict["type"] in ["COG", "STAC"]:
            if self._layer_dict["type"] == "COG":
                vis["bidx"] = vis["indexes"]
                if len(vis["bidx"]) == 1:
                    vis["colormap_name"] = vis["colormap"]
            elif self._layer_dict["type"] == "STAC":
                vis["assets"] = self._layer_dict["assets"]
                if len(vis["assets"]) == 1:
                    vis["colormap_name"] = vis["colormap"]
            vis["rescale"] = f'{vis["vmin"]},{vis["vmax"]}'
            vis.pop("vmin", None)
            vis.pop("vmax", None)
            vis.pop("indexes", None)
            vis.pop("colormap", None)

        if "colormap" in vis and vis["colormap"] is None:
            vis.pop("colormap", None)
        common.create_code_cell(f"vis_params = {str(vis)}")
        print(f"vis_params = {str(vis)}")

    def on_apply_click(self):
        from rio_tiler.colormap import cmap

        vis = {}
        if self._greyscale_radio_button.index == 0:
            vis["indexes"] = [self._band_1_dropdown.index + 1]
        else:
            vis["indexes"] = [
                self._band_1_dropdown.index + 1,
                self._band_2_dropdown.index + 1,
                self._band_3_dropdown.index + 1,
            ]
            self._colormap_dropdown.value = None

        vis["vmin"] = self._value_range_slider.value[0]
        vis["vmax"] = self._value_range_slider.value[1]
        vis["opacity"] = self._opacity_slider.value
        vis["colormap"] = self._colormap_dropdown.value

        if vis["colormap"] is not None:
            try:
                cmap.get(vis["colormap"])
            except:
                vis["colormap"] = "gray"
                self._colormap_dropdown.value = "gray"

        old_layer = self._host_map.find_layer(self._layer_name)
        layer_index = self._host_map.find_layer_index(self._layer_name)

        self._host_map.remove(old_layer)

        # Add support for hyperspectral data via HyperCoast
        if self._xds is not None:

            r_index = self._band_1_dropdown.index
            g_index = self._band_2_dropdown.index
            b_index = self._band_3_dropdown.index

            if (r_index >= g_index and g_index >= b_index) or (
                r_index <= g_index and g_index <= b_index
            ):
                pass
            else:
                sorted_indexes = sorted([r_index, g_index, b_index], reverse=True)
                self._band_1_dropdown.index = sorted_indexes[0]
                self._band_2_dropdown.index = sorted_indexes[1]
                self._band_3_dropdown.index = sorted_indexes[2]
                vis["indexes"] = [
                    self._band_1_dropdown.index + 1,
                    self._band_2_dropdown.index + 1,
                    self._band_3_dropdown.index + 1,
                ]
            self._host_map.add_hyper(
                self._xds,
                dtype=self._layer_dict["hyper"],
                wvl_indexes=[index - 1 for index in vis["indexes"]],
                colormap=vis["colormap"],
                vmin=vis["vmin"],
                vmax=vis["vmax"],
                opacity=vis["opacity"],
                nodata=self._nodata,
                layer_name=self._layer_name,
                zoom_to_layer=False,
                layer_index=layer_index,
            )

        elif self._layer_dict["type"] == "LOCAL":
            self._host_map.add_raster(
                self._filename,
                indexes=vis["indexes"],
                colormap=vis["colormap"],
                vmin=vis["vmin"],
                vmax=vis["vmax"],
                opacity=vis["opacity"],
                nodata=self._nodata,
                layer_name=self._layer_name,
                zoom_to_layer=False,
                layer_index=layer_index,
            )

        elif self._layer_dict["type"] == "COG":
            self._host_map.add_cog_layer(
                self._layer_dict["url"],
                bidx=vis["indexes"],
                colormap_name=vis["colormap"],
                rescale=f'{vis["vmin"]},{vis["vmax"]}',
                opacity=vis["opacity"],
                name=self._layer_name,
                zoom_to_layer=False,
                layer_index=layer_index,
            )
        elif self._layer_dict["type"] == "STAC":
            self._host_map.add_stac_layer(
                self._layer_dict["url"],
                titiler_endpoint=self._layer_dict["titiler_endpoint"],
                collection=self._layer_dict["collection"],
                item=self._layer_dict["item"],
                assets=[self._layer_dict["band_names"][i - 1] for i in vis["indexes"]],
                colormap_name=vis["colormap"],
                rescale=f'{vis["vmin"]},{vis["vmax"]}',
                opacity=vis["opacity"],
                name=self._layer_name,
                fit_bounds=False,
                layer_index=layer_index,
            )

        def _remove_control(key):
            if widget := self._layer_dict.get(key, None):
                if widget in self._host_map.controls:
                    self._host_map.remove(widget)
                del self._layer_dict[key]

    def _radio1_observer(self, _):
        self._rgb_radio_button.unobserve(self._radio2_observer, names=["value"])
        self._rgb_radio_button.index = None
        self._rgb_radio_button.observe(self._radio2_observer, names=["value"])
        self._band_1_dropdown.layout.width = "300px"
        self._colormap_dropdown.value = "gray"
        self._bands_hbox.children = [self._band_1_dropdown]
        self._palette_label.value = ", ".join(self._layer_palette)
        self._palette_label.disabled = False
        self._color_picker.disabled = False
        self._add_color_button.disabled = False
        self._del_color_button.disabled = False
        self._reset_color_button.disabled = False
        self.children = self._get_tool_layout(grayscale=True)

        if len(self._palette_label.value) > 0 and "," in self._palette_label.value:
            colors = [color.strip() for color in self._palette_label.value.split(",")]
            self._render_colorbar(colors)

    def _radio2_observer(self, _):
        dropdown_width = "98px"
        self._greyscale_radio_button.unobserve(self._radio1_observer, names=["value"])
        self._greyscale_radio_button.index = None
        self._greyscale_radio_button.observe(self._radio1_observer, names=["value"])
        self._band_1_dropdown.layout.width = dropdown_width
        self._colormap_dropdown.value = None
        self._bands_hbox.children = [
            self._band_1_dropdown,
            self._band_2_dropdown,
            self._band_3_dropdown,
        ]
        self._palette_label.value = ""
        self._palette_label.disabled = True
        self._color_picker.disabled = True
        self._add_color_button.disabled = True
        self._del_color_button.disabled = True
        self._reset_color_button.disabled = True
        self.children = self._get_tool_layout(grayscale=False)
        self._colorbar_output.clear_output()

__init__(host_map, layer_dict)

Initializes a raster layer editor widget.

Parameters:

Name Type Description Default
host_map Map

The geemap.Map object.

 required
layer_dict dict

The layer object to edit.

 required
Source code in leafmap/map_widgets.py 
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def __init__(self, host_map, layer_dict):
    """Initializes a raster layer editor widget.

    Args:
        host_map (geemap.Map): The geemap.Map object.
        layer_dict (dict): The layer object to edit.
    """
    self._host_map = host_map
    self._layer_dict = layer_dict

    self._layer_name = self._layer_dict["layer_name"]
    self._layer_opacity = self._layer_dict["opacity"]
    self._min_value = self._layer_dict["vmin"]
    self._max_value = self._layer_dict["vmax"]
    self._band_indexes = self._layer_dict["indexes"]
    self._nodata = self._layer_dict["nodata"]

    if self._layer_dict["type"] == "LOCAL":
        self._tile_client = self._layer_dict["tile_client"]
        self._filename = self._layer_dict["filename"]
    if "xds" in self._layer_dict:
        self._xds = self._layer_dict["xds"]
    else:
        self._xds = None

    if self._min_value is None or self._max_value is None:
        try:
            self._min_value, self._max_value = common.image_min_max(
                self._filename, self._band_indexes
            )
        except Exception as e:
            self._min_value = 0
            self._max_value = 1

    self._sel_bands = self._layer_dict["vis_bands"]
    self._layer_palette = []
    self._layer_gamma = 1
    self._left_value = min(self._min_value, 0)
    self._right_value = self._max_value * 1.5

    band_names = self._layer_dict["band_names"]
    self._band_count = len(band_names)

    self._greyscale_radio_button = widgets.RadioButtons(
        options=["1 band (Grayscale)"],
        layout={"width": "max-content", "margin": "0 15px 0 0"},
    )
    self._rgb_radio_button = widgets.RadioButtons(
        options=["3 bands (RGB)"], layout={"width": "max-content"}
    )
    self._greyscale_radio_button.index = None
    self._rgb_radio_button.index = None

    band_dropdown_layout = widgets.Layout(width="98px")
    self._band_1_dropdown = widgets.Dropdown(
        options=band_names, value=band_names[0], layout=band_dropdown_layout
    )
    self._band_2_dropdown = widgets.Dropdown(
        options=band_names, value=band_names[0], layout=band_dropdown_layout
    )
    self._band_3_dropdown = widgets.Dropdown(
        options=band_names, value=band_names[0], layout=band_dropdown_layout
    )
    self._bands_hbox = widgets.HBox(layout=widgets.Layout(margin="0 0 6px 0"))

    self._color_picker = widgets.ColorPicker(
        concise=False,
        value="#000000",
        layout=widgets.Layout(width="116px"),
        style={"description_width": "initial"},
    )

    self._add_color_button = widgets.Button(
        icon="plus",
        tooltip="Add a hex color string to the palette",
        layout=widgets.Layout(width="32px"),
    )
    self._del_color_button = widgets.Button(
        icon="minus",
        tooltip="Remove a hex color string from the palette",
        layout=widgets.Layout(width="32px"),
    )
    self._reset_color_button = widgets.Button(
        icon="eraser",
        tooltip="Remove all color strings from the palette",
        layout=widgets.Layout(width="34px"),
    )
    self._add_color_button.on_click(self._add_color_clicked)
    self._del_color_button.on_click(self._del_color_clicked)
    self._reset_color_button.on_click(self._reset_color_clicked)

    self._classes_dropdown = widgets.Dropdown(
        options=["Any"] + [str(i) for i in range(3, 13)],
        description="Classes:",
        layout=widgets.Layout(width="115px"),
        style={"description_width": "initial"},
    )
    self._classes_dropdown.observe(self._classes_changed, "value")

    self._colormap_dropdown = widgets.Dropdown(
        options=self._get_colormaps(),
        value=None,
        description="Colormap:",
        layout=widgets.Layout(width="300px"),
        style={"description_width": "initial"},
    )
    self._colormap_dropdown.observe(self._colormap_changed, "value")

    self._palette_label = widgets.Text(
        value=", ".join(self._layer_palette),
        placeholder="List of hex color code (RRGGBB)",
        description="Palette:",
        tooltip="Enter a list of hex color code (RRGGBB)",
        layout=widgets.Layout(width="300px"),
        style={"description_width": "initial"},
    )

    self._value_range_slider = widgets.FloatRangeSlider(
        value=[self._min_value, self._max_value],
        min=self._left_value,
        max=self._right_value,
        step=(self._right_value - self._left_value) / 100,
        description="Range:",
        disabled=False,
        continuous_update=False,
        readout=True,
        readout_format=".2f",
        layout=widgets.Layout(width="300px"),
        style={"description_width": "45px"},
    )

    self._opacity_slider = widgets.FloatSlider(
        value=self._layer_opacity,
        min=0,
        max=1,
        step=0.01,
        description="Opacity:",
        continuous_update=False,
        readout=True,
        readout_format=".2f",
        layout=widgets.Layout(width="310px"),
        style={"description_width": "50px"},
    )

    self._colorbar_output = widgets.Output(
        layout=widgets.Layout(height="60px", max_width="300px")
    )

    children = []
    if self._band_count < 3:
        self._greyscale_radio_button.index = 0
        self._band_1_dropdown.layout.width = "300px"
        self._bands_hbox.children = [self._band_1_dropdown]
        children = self._get_tool_layout(grayscale=True)

        if len(self._palette_label.value) > 0 and "," in self._palette_label.value:
            colors = common.to_hex_colors(
                [color.strip() for color in self._palette_label.value.split(",")]
            )
            self._render_colorbar(colors)
    else:
        self._rgb_radio_button.index = 0
        sel_bands = self._sel_bands
        if (sel_bands is None) or (len(sel_bands) < 2):
            sel_bands = band_names[0:3]
        self._band_1_dropdown.value = sel_bands[0]
        self._band_2_dropdown.value = sel_bands[1]
        self._band_3_dropdown.value = sel_bands[2]
        self._bands_hbox.children = [
            self._band_1_dropdown,
            self._band_2_dropdown,
            self._band_3_dropdown,
        ]
        children = self._get_tool_layout(grayscale=False)

    self._greyscale_radio_button.observe(self._radio1_observer, names=["value"])
    self._rgb_radio_button.observe(self._radio2_observer, names=["value"])

    super().__init__(
        layout=widgets.Layout(
            padding="5px 0px 5px 8px",  # top, right, bottom, left
            # width="330px",
            max_height="305px",
            overflow="auto",
            display="block",
        ),
        children=children,
    )

SimilaritySearch

Bases: VBox

A widget for similarity search.

Source code in leafmap/map_widgets.py 
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class SimilaritySearch(widgets.VBox):
    """A widget for similarity search."""

    def __init__(
        self,
        m: "leafmap.Map",
        before_id: str = None,
        default_year: int = 2024,
        default_color: str = "#0000ff",
        default_threshold: float = 0.8,
    ):
        """
        A widget for similarity search.

        Args:
            m: The map to add the widget to.
            before_id: The ID of the layer to add the widget to.
            default_year: The default year to use for the widget. Defaults to 2024.
            default_color: The default color to use for the widget. Defaults to "#0000ff".
            default_threshold: The default threshold to use for the widget. Defaults to 0.8.

        Returns:
            None
        """
        import ee

        super().__init__()

        style = {"description_width": "initial"}
        year_widget = widgets.IntSlider(
            description="Year",
            value=default_year,
            min=2017,
            max=2024,
            step=1,
            style=style,
        )
        threshold_widget = widgets.FloatSlider(
            description="Threshold",
            value=default_threshold,
            min=0,
            max=1,
            step=0.01,
            style=style,
        )
        color_widget = widgets.ColorPicker(
            description="Color", value=default_color, concise=False, style=style
        )
        layer_name_widget = widgets.Text(
            value=f"Similarity {default_year}",
            description="Layer Name",
            style={"description_width": "initial"},
        )
        apply_button = widgets.Button(
            description="Apply",
            button_style="primary",
            style={"description_width": "initial"},
        )
        reset_button = widgets.Button(
            description="Reset",
            button_style="primary",
            style={"description_width": "initial"},
        )
        output = widgets.Output()
        self.children = [
            year_widget,
            threshold_widget,
            color_widget,
            layer_name_widget,
            widgets.HBox([apply_button, reset_button]),
            output,
        ]
        # m.add_to_sidebar(self, label="Similarity Search", widget_icon="mdi-map-search")

        def year_change(change):
            year = year_widget.value
            layer_name_widget.value = f"Similarity {year}"

        year_widget.observe(year_change, names="value")

        def apply_button_click(change):

            with output:
                if len(m.draw_features_selected) == 0:
                    print("Please create a point on the map")
                    return
                else:
                    try:
                        lon, lat = m.draw_features_selected[0]["geometry"][
                            "coordinates"
                        ]
                        point = ee.Geometry.Point([lon, lat])

                        embeddings = ee.ImageCollection(
                            "GOOGLE/SATELLITE_EMBEDDING/V1/ANNUAL"
                        )
                        s2 = ee.ImageCollection("COPERNICUS/S2_HARMONIZED")
                        csPlus = ee.ImageCollection(
                            "GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED"
                        )

                        year = year_widget.value

                        palette = [
                            "000004",
                            "2C105C",
                            "711F81",
                            "B63679",
                            "EE605E",
                            "FDAE78",
                            "FCFDBF",
                            "FFFFFF",
                        ]

                        date_filter = ee.Filter.date(
                            str(year) + "-01-01", str(year + 1) + "-01-01"
                        )

                        mosaic = embeddings.filter(date_filter).mosaic()
                        band_names = mosaic.bandNames()

                        similarity = ee.ImageCollection(
                            mosaic.sample(**{"region": point, "scale": 10}).map(
                                lambda f: ee.Image(f.toArray(band_names))
                                .arrayFlatten(ee.List([band_names]))
                                .multiply(mosaic)
                                .reduce("sum")
                            )
                        )

                        binary = (
                            similarity.mosaic().gt(threshold_widget.value).selfMask()
                        )

                        def magic(i, lo, hi, sat):
                            i = i.add(1).log().divide(10).subtract(lo).divide(hi - lo)
                            grey_axis = (
                                ee.Image(0.57735026919)
                                .addBands(ee.Image(0.57735026919))
                                .addBands(ee.Image(0.57735026919))
                            )
                            grey_level = grey_axis.multiply(
                                i.multiply(grey_axis).reduce("sum")
                            )
                            return i.subtract(grey_level).multiply(sat).add(grey_level)

                        composite = (
                            s2.filter(date_filter)
                            .filterBounds(point)
                            .linkCollection(csPlus, ["cs_cdf"])
                            .map(
                                lambda img: img.updateMask(
                                    img.select("cs_cdf").gte(0.5)
                                )
                            )
                            .median()
                        )

                        composite = magic(
                            composite.select(["B4", "B3", "B2"]), 0.58, 0.9, 1.8
                        )

                        if layer_name_widget.value in m.layer_names:
                            m.remove_layer(layer_name_widget.value)
                        if f"Sentinel-2 {year}" in m.layer_names:
                            m.remove_layer(f"Sentinel-2 {year}")
                        if f"Segmentation {year}" in m.layer_names:
                            m.remove_layer(f"Segmentation {year}")

                        m.add_ee_layer(
                            composite,
                            {"min": 0, "max": 1, "bands": ["B4", "B3", "B2"]},
                            name=f"Sentinel-2 {year}",
                            before_id=before_id,
                        )
                        m.add_ee_layer(
                            similarity,
                            {"min": 0, "max": 1, "palette": palette},
                            name=layer_name_widget.value,
                            before_id=before_id,
                        )
                        m.add_ee_layer(
                            binary,
                            {"min": 0, "max": 1, "palette": [color_widget.value]},
                            name=f"Segmentation {year}",
                            before_id=before_id,
                        )
                    except Exception as e:
                        print(e)
                        print("Error: Please try again")

        apply_button.on_click(apply_button_click)

__init__(m, before_id=None, default_year=2024, default_color='#0000ff', default_threshold=0.8)

A widget for similarity search.

Parameters:

Name Type Description Default
m Map

The map to add the widget to.

 required
before_id str

The ID of the layer to add the widget to.

 None
default_year int

The default year to use for the widget. Defaults to 2024.

 2024
default_color str

The default color to use for the widget. Defaults to "#0000ff".

 '#0000ff'
default_threshold float

The default threshold to use for the widget. Defaults to 0.8.

 0.8

Returns:

Type Description

None
Source code in leafmap/map_widgets.py 
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def __init__(
    self,
    m: "leafmap.Map",
    before_id: str = None,
    default_year: int = 2024,
    default_color: str = "#0000ff",
    default_threshold: float = 0.8,
):
    """
    A widget for similarity search.

    Args:
        m: The map to add the widget to.
        before_id: The ID of the layer to add the widget to.
        default_year: The default year to use for the widget. Defaults to 2024.
        default_color: The default color to use for the widget. Defaults to "#0000ff".
        default_threshold: The default threshold to use for the widget. Defaults to 0.8.

    Returns:
        None
    """
    import ee

    super().__init__()

    style = {"description_width": "initial"}
    year_widget = widgets.IntSlider(
        description="Year",
        value=default_year,
        min=2017,
        max=2024,
        step=1,
        style=style,
    )
    threshold_widget = widgets.FloatSlider(
        description="Threshold",
        value=default_threshold,
        min=0,
        max=1,
        step=0.01,
        style=style,
    )
    color_widget = widgets.ColorPicker(
        description="Color", value=default_color, concise=False, style=style
    )
    layer_name_widget = widgets.Text(
        value=f"Similarity {default_year}",
        description="Layer Name",
        style={"description_width": "initial"},
    )
    apply_button = widgets.Button(
        description="Apply",
        button_style="primary",
        style={"description_width": "initial"},
    )
    reset_button = widgets.Button(
        description="Reset",
        button_style="primary",
        style={"description_width": "initial"},
    )
    output = widgets.Output()
    self.children = [
        year_widget,
        threshold_widget,
        color_widget,
        layer_name_widget,
        widgets.HBox([apply_button, reset_button]),
        output,
    ]
    # m.add_to_sidebar(self, label="Similarity Search", widget_icon="mdi-map-search")

    def year_change(change):
        year = year_widget.value
        layer_name_widget.value = f"Similarity {year}"

    year_widget.observe(year_change, names="value")

    def apply_button_click(change):

        with output:
            if len(m.draw_features_selected) == 0:
                print("Please create a point on the map")
                return
            else:
                try:
                    lon, lat = m.draw_features_selected[0]["geometry"][
                        "coordinates"
                    ]
                    point = ee.Geometry.Point([lon, lat])

                    embeddings = ee.ImageCollection(
                        "GOOGLE/SATELLITE_EMBEDDING/V1/ANNUAL"
                    )
                    s2 = ee.ImageCollection("COPERNICUS/S2_HARMONIZED")
                    csPlus = ee.ImageCollection(
                        "GOOGLE/CLOUD_SCORE_PLUS/V1/S2_HARMONIZED"
                    )

                    year = year_widget.value

                    palette = [
                        "000004",
                        "2C105C",
                        "711F81",
                        "B63679",
                        "EE605E",
                        "FDAE78",
                        "FCFDBF",
                        "FFFFFF",
                    ]

                    date_filter = ee.Filter.date(
                        str(year) + "-01-01", str(year + 1) + "-01-01"
                    )

                    mosaic = embeddings.filter(date_filter).mosaic()
                    band_names = mosaic.bandNames()

                    similarity = ee.ImageCollection(
                        mosaic.sample(**{"region": point, "scale": 10}).map(
                            lambda f: ee.Image(f.toArray(band_names))
                            .arrayFlatten(ee.List([band_names]))
                            .multiply(mosaic)
                            .reduce("sum")
                        )
                    )

                    binary = (
                        similarity.mosaic().gt(threshold_widget.value).selfMask()
                    )

                    def magic(i, lo, hi, sat):
                        i = i.add(1).log().divide(10).subtract(lo).divide(hi - lo)
                        grey_axis = (
                            ee.Image(0.57735026919)
                            .addBands(ee.Image(0.57735026919))
                            .addBands(ee.Image(0.57735026919))
                        )
                        grey_level = grey_axis.multiply(
                            i.multiply(grey_axis).reduce("sum")
                        )
                        return i.subtract(grey_level).multiply(sat).add(grey_level)

                    composite = (
                        s2.filter(date_filter)
                        .filterBounds(point)
                        .linkCollection(csPlus, ["cs_cdf"])
                        .map(
                            lambda img: img.updateMask(
                                img.select("cs_cdf").gte(0.5)
                            )
                        )
                        .median()
                    )

                    composite = magic(
                        composite.select(["B4", "B3", "B2"]), 0.58, 0.9, 1.8
                    )

                    if layer_name_widget.value in m.layer_names:
                        m.remove_layer(layer_name_widget.value)
                    if f"Sentinel-2 {year}" in m.layer_names:
                        m.remove_layer(f"Sentinel-2 {year}")
                    if f"Segmentation {year}" in m.layer_names:
                        m.remove_layer(f"Segmentation {year}")

                    m.add_ee_layer(
                        composite,
                        {"min": 0, "max": 1, "bands": ["B4", "B3", "B2"]},
                        name=f"Sentinel-2 {year}",
                        before_id=before_id,
                    )
                    m.add_ee_layer(
                        similarity,
                        {"min": 0, "max": 1, "palette": palette},
                        name=layer_name_widget.value,
                        before_id=before_id,
                    )
                    m.add_ee_layer(
                        binary,
                        {"min": 0, "max": 1, "palette": [color_widget.value]},
                        name=f"Segmentation {year}",
                        before_id=before_id,
                    )
                except Exception as e:
                    print(e)
                    print("Error: Please try again")

    apply_button.on_click(apply_button_click)

TabWidget

Reusable ipyvuetify tab widget.

  • Optional tab header bar
  • Optional per-panel titles (bold text inside each card)
  • Toolbar with title and working Refresh/Help buttons
  • Built‑in Help dialog; provide your own content via set_help_content()
  • Add/remove/rename tabs, set content, observe selection
Source code in leafmap/map_widgets.py 
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class TabWidget:
    """
    Reusable ipyvuetify tab widget.

    - Optional tab header bar
    - Optional per-panel titles (bold text inside each card)
    - Toolbar with title and working Refresh/Help buttons
    - Built‑in **Help dialog**; provide your own content via `set_help_content()`
    - Add/remove/rename tabs, set content, observe selection
    """

    def __init__(
        self,
        title: str = "Dashboard",
        tabs: Iterable[str] = ("Overview", "Data", "Settings"),
        icons: Iterable[str] = ("mdi-view-dashboard", "mdi-table", "mdi-cog"),
        contents: Optional[Iterable[widgets.Widget]] = None,
        dark_topbar: bool = True,
        show_tab_header: bool = True,
        show_panel_titles: bool = True,
        wrap_in_card: bool = True,
        elevation: int = 2,
        on_refresh: Optional[Callable[[], None]] = None,
        on_help: Optional[Callable[[], None]] = None,
    ) -> None:
        """
        Initialize the TabWidget.

        Args:
            title: The title of the dashboard.
            tabs: The tabs to display.
            icons: The icons to display.
            contents: The contents of the tabs.
            dark_topbar: Whether to use a dark topbar.
            show_tab_header: Whether to show the tab header.
            show_panel_titles: Whether to show the panel titles.
            wrap_in_card: Whether to wrap the contents in a card.
            elevation: The elevation of the tabs.
            on_refresh: The function to call when the refresh button is clicked.
            on_help: The function to call when the help button is clicked.
        """
        self._labels: List[str] = list(tabs)
        self._icons: List[str] = list(icons)
        self._wrap_in_card = wrap_in_card
        self._elevation = elevation
        self._show_titles = show_panel_titles
        self._header_visible = show_tab_header

        # Toolbar
        self._title = v.ToolbarTitle(children=[title])
        self._refresh_btn = v.Btn(
            icon=True, children=[v.Icon(children=["mdi-refresh"])], tooltip="Refresh"
        )
        self._help_btn = v.Btn(
            icon=True,
            children=[v.Icon(children=["mdi-help-circle-outline"])],
            tooltip="Help",
        )
        self._toolbar = v.Toolbar(
            dense=True,
            flat=True,
            color="primary" if dark_topbar else "white",
            dark=dark_topbar,
            children=[self._title, v.Spacer(), self._refresh_btn, self._help_btn],
        )

        # Tabs header & items (linked by jslink)
        self._tabs_header = v.Tabs(
            v_model=0,
            background_color="transparent",
            slider_color="primary",
            class_="px-4" if show_tab_header else "px-4 d-none",
            children=[],
        )
        self._tabs_items = v.TabsItems(v_model=0, children=[])
        widgets.jslink((self._tabs_header, "v_model"), (self._tabs_items, "v_model"))

        # Snackbar for quick feedback
        self._snackbar = v.Snackbar(
            v_model=False, timeout=1400, color="primary", bottom=True, children=[""]
        )

        # Help dialog (default content)
        default_help = widgets.HTML(
            """
            <div style="line-height:1.5">
              <h3 style="margin:0 0 .5rem 0">Help</h3>
              <p>Add your own help content via <code>set_help_content(widget)</code>.</p>
            </div>
            """
        )
        self._help_title = v.CardTitle(class_="text-h6", children=["Help"])
        self._help_cardtext = v.CardText(class_="py-4", children=[default_help])
        self._help_close_btn = v.Btn(text=True, color="primary", children=["Close"])
        self._help_card = v.Card(
            class_="rounded-xl",
            children=[
                self._help_title,
                v.Divider(),
                self._help_cardtext,
                v.CardActions(children=[v.Spacer(), self._help_close_btn]),
            ],
        )
        self._help_dialog = v.Dialog(
            v_model=False, max_width=720, scrollable=True, children=[self._help_card]
        )
        self._help_close_btn.on_event("click", lambda *_: self.close_help_dialog())

        # Global style
        self._style = v.Html(
            tag="style",
            children=[
                """
                .rounded-xl { border-radius: 16px; }
                .v-tab { border-radius: 8px; margin-right: 6px; }
                .v-tab--active { background: rgba(33,150,243,.08); }
                .v-data-table { background: white; }
                .mdi-spin { -webkit-animation: mdi-spin 2s infinite linear; animation: mdi-spin 2s infinite linear; }
                @-webkit-keyframes mdi-spin { 0% { -webkit-transform: rotate(0deg); } 100% { -webkit-transform: rotate(360deg); } }
                @keyframes mdi-spin { 0% { transform: rotate(0deg); } 100% { transform: rotate(360deg); } }
                """
            ],
        )

        # Build initial tabs
        contents_list = list(contents) if contents is not None else []
        for i, label in enumerate(self._labels):
            icon = self._icons[i] if i < len(self._icons) else "mdi-tab"
            body = (
                contents_list[i]
                if i < len(contents_list)
                else widgets.HTML(f"<em>{label}</em> content")
            )
            self._append_tab(label, icon, body)

        # Root
        self._surface = v.Sheet(
            class_="pa-2",
            color="#fafafa",
            children=[
                self._toolbar,
                self._tabs_header,
                self._tabs_items,
                self._snackbar,
                self._help_dialog,
            ],
        )
        self._root = v.Container(
            fluid=True, class_="pa-0", children=[self._style, self._surface]
        )

        # Event plumbing
        self._change_handlers: List[Callable[[int], None]] = []
        self._refresh_handlers: List[Callable[[], None]] = []
        self._help_handlers: List[Callable[[], None]] = []
        if on_refresh:
            self._refresh_handlers.append(on_refresh)
        if on_help:
            self._help_handlers.append(on_help)

        self._tabs_header.observe(self._forward_tab_change, "v_model")
        self._refresh_btn.on_event("click", lambda *_: self._emit_refresh())
        self._help_btn.on_event("click", lambda *_: self._emit_help())

    # Public API
    @property
    def widget(self) -> widgets.Widget:
        return self._root

    @property
    def selected_index(self) -> int:
        return int(self._tabs_header.v_model)

    @selected_index.setter
    def selected_index(self, idx: int) -> None:
        self.select(idx)

    def select(self, index: int) -> None:
        n = len(self._tabs_header.children)
        if not (0 <= index < n):
            raise IndexError(f"index {index} out of range (0..{n-1})")
        self._tabs_header.v_model = int(index)

    def on_tab_change(self, handler: Callable[[int], None]) -> None:
        self._change_handlers.append(handler)

    def on_refresh(self, handler: Callable[[], None]) -> None:
        self._refresh_handlers.append(handler)

    def on_help(self, handler: Callable[[], None]) -> None:
        self._help_handlers.append(handler)

    def set_title(self, title: str) -> None:
        self._title.children = [title]

    def add_tab(
        self,
        label: str,
        icon: str = "mdi-tab",
        content: Optional[widgets.Widget] = None,
        index: Optional[int] = None,
    ) -> None:
        """
        Add a tab to the dashboard.

        Args:
            label: The label of the tab.
            icon: The icon of the tab.
            content: The content of the tab.
            index: The index of the tab.
        """
        if content is None:
            content = widgets.HTML(f"<em>{label}</em> content")
        self._insert_tab(label, icon, content, index)

    def remove_tab(self, index: int) -> None:
        """
        Remove a tab from the dashboard.

        Args:
            index: The index of the tab.
        """
        hdr = list(self._tabs_header.children)
        items = list(self._tabs_items.children)
        n = len(hdr)
        if not (0 <= index < n):
            raise IndexError(f"index {index} out of range (0..{n-1})")
        del hdr[index]
        del items[index]
        self._tabs_header.children = tuple(hdr)
        self._tabs_items.children = tuple(items)
        del self._labels[index]
        if index < len(self._icons):
            del self._icons[index]
        if hdr:
            if self.selected_index >= len(hdr):
                self.select(len(hdr) - 1)
        else:
            self._tabs_header.v_model = 0

    def set_tab_label(self, index: int, label: str) -> None:
        """
        Set the label of a tab.

        Args:
            index: The index of the tab.
            label: The label of the tab.
        """
        tab = self._tabs_header.children[index]
        if len(tab.children) == 2 and isinstance(tab.children[0], v.Icon):
            tab.children = [tab.children[0], label]
        else:
            tab.children = [label]
        self._labels[index] = label
        try:
            item = self._tabs_items.children[index]
            if self._wrap_in_card and isinstance(item.children[0], v.Card):
                card = item.children[0]
                kids = list(card.children)
                if kids and isinstance(kids[0], v.CardTitle):
                    kids[0].children = [label]
                    card.children = kids
        except Exception:
            pass

    def set_tab_icon(self, index: int, icon: Optional[str]) -> None:
        """
        Set the icon of a tab.

        Args:
            index: The index of the tab.
            icon: The icon of the tab.
        """
        tab = self._tabs_header.children[index]
        label = self._labels[index]
        if icon:
            tab.children = [v.Icon(left=True, small=True, children=[icon]), label]
        else:
            tab.children = [label]
        if index < len(self._icons):
            self._icons[index] = icon or ""
        else:
            self._icons.append(icon or "")

    def set_tab_content(self, index: int, content: widgets.Widget) -> None:
        """
        Set the content of a tab.

        Args:
            index: The index of the tab.
            content: The content of the tab.
        """
        item = self._tabs_items.children[index]
        if self._wrap_in_card and isinstance(item.children[0], v.Card):
            card = item.children[0]
            kids = list(card.children)
            replaced = False
            for i, k in enumerate(kids):
                if isinstance(k, v.CardText):
                    kids[i] = v.CardText(class_="py-4", children=[content])
                    card.children = kids
                    replaced = True
                    break
            if not replaced:
                if self._show_titles:
                    card.children = [
                        v.CardTitle(class_="text-h6", children=[self._labels[index]]),
                        v.Divider(),
                        v.CardText(class_="py-4", children=[content]),
                    ]
                else:
                    card.children = [v.CardText(class_="py-4", children=[content])]
        else:
            item.children = [content]

    # Help dialog controls
    def set_help_title(self, title: str) -> None:
        """
        Set the title of the help dialog.

        Args:
            title: The title of the help dialog.
        """
        self._help_title.children = [title]

    def set_help_content(self, content: widgets.Widget) -> None:
        """
        Set the content of the help dialog.

        Args:
            content: The content of the help dialog.
        """
        self._help_cardtext.children = [content]

    def open_help_dialog(self) -> None:
        """
        Open the help dialog.
        """
        self._help_dialog.v_model = True

    def close_help_dialog(self) -> None:
        """
        Close the help dialog.
        """
        self._help_dialog.v_model = False

    @property
    def tab_header_visible(self) -> bool:
        """
        Get the visibility of the tab header.
        """
        return bool(self._header_visible)

    @tab_header_visible.setter
    def tab_header_visible(self, visible: bool) -> None:
        self.set_tab_header_visible(visible)

    def set_tab_header_visible(self, visible: bool) -> None:
        """
        Set the visibility of the tab header.

        Args:
            visible: Whether to show the tab header.
        """
        self._header_visible = bool(visible)
        self._tabs_header.class_ = "px-4" if self._header_visible else "px-4 d-none"

    @property
    def panel_titles_visible(self) -> bool:
        """
        Get the visibility of the panel titles.
        """
        return bool(self._show_titles)

    @panel_titles_visible.setter
    def panel_titles_visible(self, visible: bool) -> None:
        self.set_panel_titles_visible(visible)

    def set_panel_titles_visible(self, visible: bool) -> None:
        """
        Set the visibility of the panel titles.

        Args:
            visible: Whether to show the panel titles.
        """
        self._show_titles = bool(visible)
        for i, item in enumerate(self._tabs_items.children):
            if not self._wrap_in_card or not isinstance(item.children[0], v.Card):
                continue
            card = item.children[0]
            kids = list(card.children)
            if self._show_titles:
                if not kids or not isinstance(kids[0], v.CardTitle):
                    card.children = [
                        v.CardTitle(class_="text-h6", children=[self._labels[i]]),
                        v.Divider(),
                    ] + kids
                else:
                    card.children = kids
            else:
                if kids and isinstance(kids[0], v.CardTitle):
                    if len(kids) > 1 and isinstance(kids[1], v.Divider):
                        card.children = kids[2:]
                    else:
                        card.children = kids[1:]

    # Private helpers
    def _toast(self, message: str, color: str = "primary") -> None:
        """
        Show a snackbar message.

        Args:
            message: The message to show.
            color: The color of the snackbar.
        """
        self._snackbar.color = color
        self._snackbar.children = [message]
        self._snackbar.v_model = False
        self._snackbar.v_model = True

    def _card(self, title_text: str, body: widgets.Widget) -> v.Card:
        """
        Create a card with a title and body.

        Args:
            title_text: The text of the title.
            body: The body of the card.
        """
        if self._show_titles:
            kids = [
                v.CardTitle(class_="text-h6", children=[title_text]),
                v.Divider(),
                v.CardText(class_="py-4", children=[body]),
            ]
        else:
            kids = [v.CardText(class_="py-4", children=[body])]
        return v.Card(
            class_="ma-4 elevation-{} rounded-xl".format(self._elevation),
            children=kids,
        )

    def _append_tab(self, label: str, icon: str, body: widgets.Widget) -> None:
        """
        Append a tab to the dashboard.

        Args:
            label: The label of the tab.
            icon: The icon of the tab.
            body: The body of the tab.
        """
        hdr_children = list(self._tabs_header.children)
        items_children = list(self._tabs_items.children)
        tab_hdr = (
            v.Tab(children=[v.Icon(left=True, small=True, children=[icon]), label])
            if icon
            else v.Tab(children=[label])
        )
        hdr_children.append(tab_hdr)
        content = self._card(label, body) if self._wrap_in_card else body
        items_children.append(v.TabItem(children=[content]))
        self._tabs_header.children = tuple(hdr_children)
        self._tabs_items.children = tuple(items_children)

    def _insert_tab(
        self, label: str, icon: str, body: widgets.Widget, index: Optional[int]
    ) -> None:
        """
        Insert a tab into the dashboard.

        Args:
            label: The label of the tab.
            icon: The icon of the tab.
            body: The body of the tab.
            index: The index of the tab.
        """
        hdr_children = list(self._tabs_header.children)
        items_children = list(self._tabs_items.children)
        n = len(hdr_children)
        if index is None:
            index = n
        if not (0 <= index <= n):
            raise IndexError(f"index {index} out of range (0..{n})")
        tab_hdr = (
            v.Tab(children=[v.Icon(left=True, small=True, children=[icon]), label])
            if icon
            else v.Tab(children=[label])
        )
        hdr_children.insert(index, tab_hdr)
        content = self._card(label, body) if self._wrap_in_card else body
        items_children.insert(index, v.TabItem(children=[content]))
        self._tabs_header.children = tuple(hdr_children)
        self._tabs_items.children = tuple(items_children)
        self._labels.insert(index, label)
        self._icons.insert(index, icon)

    def _forward_tab_change(self, change):
        """
        Forward the tab change event.

        Args:
            change: The change event.
        """
        if change.get("name") == "v_model":
            idx = int(change.get("new", 0) or 0)
            for h in list(self._change_handlers):
                try:
                    h(idx)
                except Exception:
                    pass

    def _emit_refresh(self):
        """
        Emit the refresh event.
        """
        original = self._refresh_btn.children
        try:
            self._refresh_btn.children = [
                v.Icon(children=["mdi-loading"], class_="mdi-spin")
            ]
            if self._refresh_handlers:
                for h in list(self._refresh_handlers):
                    try:
                        h()
                    except Exception as e:
                        self._toast(f"Refresh error: {e}", color="error")
                self._toast("Refreshed")
            else:
                self._toast("Refreshed")
        finally:
            self._refresh_btn.children = original

    def _emit_help(self):
        """
        Emit the help event.
        """
        # Run custom handlers (if any), then open the dialog
        if self._help_handlers:
            for h in list(self._help_handlers):
                try:
                    h()
                except Exception as e:
                    self._toast(f"Help error: {e}", color="error")
        self.open_help_dialog()

panel_titles_visible property writable

Get the visibility of the panel titles.

tab_header_visible property writable

Get the visibility of the tab header.

__init__(title='Dashboard', tabs=('Overview', 'Data', 'Settings'), icons=('mdi-view-dashboard', 'mdi-table', 'mdi-cog'), contents=None, dark_topbar=True, show_tab_header=True, show_panel_titles=True, wrap_in_card=True, elevation=2, on_refresh=None, on_help=None)

Initialize the TabWidget.

Parameters:

Name Type Description Default
title str

The title of the dashboard.

 'Dashboard'
tabs Iterable[str]

The tabs to display.

 ('Overview', 'Data', 'Settings')
icons Iterable[str]

The icons to display.

 ('mdi-view-dashboard', 'mdi-table', 'mdi-cog')
contents Optional[Iterable[Widget]]

The contents of the tabs.

 None
dark_topbar bool

Whether to use a dark topbar.

 True
show_tab_header bool

Whether to show the tab header.

 True
show_panel_titles bool

Whether to show the panel titles.

 True
wrap_in_card bool

Whether to wrap the contents in a card.

 True
elevation int

The elevation of the tabs.

 2
on_refresh Optional[Callable[[], None]]

The function to call when the refresh button is clicked.

 None
on_help Optional[Callable[[], None]]

The function to call when the help button is clicked.

 None
Source code in leafmap/map_widgets.py 
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def __init__(
    self,
    title: str = "Dashboard",
    tabs: Iterable[str] = ("Overview", "Data", "Settings"),
    icons: Iterable[str] = ("mdi-view-dashboard", "mdi-table", "mdi-cog"),
    contents: Optional[Iterable[widgets.Widget]] = None,
    dark_topbar: bool = True,
    show_tab_header: bool = True,
    show_panel_titles: bool = True,
    wrap_in_card: bool = True,
    elevation: int = 2,
    on_refresh: Optional[Callable[[], None]] = None,
    on_help: Optional[Callable[[], None]] = None,
) -> None:
    """
    Initialize the TabWidget.

    Args:
        title: The title of the dashboard.
        tabs: The tabs to display.
        icons: The icons to display.
        contents: The contents of the tabs.
        dark_topbar: Whether to use a dark topbar.
        show_tab_header: Whether to show the tab header.
        show_panel_titles: Whether to show the panel titles.
        wrap_in_card: Whether to wrap the contents in a card.
        elevation: The elevation of the tabs.
        on_refresh: The function to call when the refresh button is clicked.
        on_help: The function to call when the help button is clicked.
    """
    self._labels: List[str] = list(tabs)
    self._icons: List[str] = list(icons)
    self._wrap_in_card = wrap_in_card
    self._elevation = elevation
    self._show_titles = show_panel_titles
    self._header_visible = show_tab_header

    # Toolbar
    self._title = v.ToolbarTitle(children=[title])
    self._refresh_btn = v.Btn(
        icon=True, children=[v.Icon(children=["mdi-refresh"])], tooltip="Refresh"
    )
    self._help_btn = v.Btn(
        icon=True,
        children=[v.Icon(children=["mdi-help-circle-outline"])],
        tooltip="Help",
    )
    self._toolbar = v.Toolbar(
        dense=True,
        flat=True,
        color="primary" if dark_topbar else "white",
        dark=dark_topbar,
        children=[self._title, v.Spacer(), self._refresh_btn, self._help_btn],
    )

    # Tabs header & items (linked by jslink)
    self._tabs_header = v.Tabs(
        v_model=0,
        background_color="transparent",
        slider_color="primary",
        class_="px-4" if show_tab_header else "px-4 d-none",
        children=[],
    )
    self._tabs_items = v.TabsItems(v_model=0, children=[])
    widgets.jslink((self._tabs_header, "v_model"), (self._tabs_items, "v_model"))

    # Snackbar for quick feedback
    self._snackbar = v.Snackbar(
        v_model=False, timeout=1400, color="primary", bottom=True, children=[""]
    )

    # Help dialog (default content)
    default_help = widgets.HTML(
        """
        <div style="line-height:1.5">
          <h3 style="margin:0 0 .5rem 0">Help</h3>
          <p>Add your own help content via <code>set_help_content(widget)</code>.</p>
        </div>
        """
    )
    self._help_title = v.CardTitle(class_="text-h6", children=["Help"])
    self._help_cardtext = v.CardText(class_="py-4", children=[default_help])
    self._help_close_btn = v.Btn(text=True, color="primary", children=["Close"])
    self._help_card = v.Card(
        class_="rounded-xl",
        children=[
            self._help_title,
            v.Divider(),
            self._help_cardtext,
            v.CardActions(children=[v.Spacer(), self._help_close_btn]),
        ],
    )
    self._help_dialog = v.Dialog(
        v_model=False, max_width=720, scrollable=True, children=[self._help_card]
    )
    self._help_close_btn.on_event("click", lambda *_: self.close_help_dialog())

    # Global style
    self._style = v.Html(
        tag="style",
        children=[
            """
            .rounded-xl { border-radius: 16px; }
            .v-tab { border-radius: 8px; margin-right: 6px; }
            .v-tab--active { background: rgba(33,150,243,.08); }
            .v-data-table { background: white; }
            .mdi-spin { -webkit-animation: mdi-spin 2s infinite linear; animation: mdi-spin 2s infinite linear; }
            @-webkit-keyframes mdi-spin { 0% { -webkit-transform: rotate(0deg); } 100% { -webkit-transform: rotate(360deg); } }
            @keyframes mdi-spin { 0% { transform: rotate(0deg); } 100% { transform: rotate(360deg); } }
            """
        ],
    )

    # Build initial tabs
    contents_list = list(contents) if contents is not None else []
    for i, label in enumerate(self._labels):
        icon = self._icons[i] if i < len(self._icons) else "mdi-tab"
        body = (
            contents_list[i]
            if i < len(contents_list)
            else widgets.HTML(f"<em>{label}</em> content")
        )
        self._append_tab(label, icon, body)

    # Root
    self._surface = v.Sheet(
        class_="pa-2",
        color="#fafafa",
        children=[
            self._toolbar,
            self._tabs_header,
            self._tabs_items,
            self._snackbar,
            self._help_dialog,
        ],
    )
    self._root = v.Container(
        fluid=True, class_="pa-0", children=[self._style, self._surface]
    )

    # Event plumbing
    self._change_handlers: List[Callable[[int], None]] = []
    self._refresh_handlers: List[Callable[[], None]] = []
    self._help_handlers: List[Callable[[], None]] = []
    if on_refresh:
        self._refresh_handlers.append(on_refresh)
    if on_help:
        self._help_handlers.append(on_help)

    self._tabs_header.observe(self._forward_tab_change, "v_model")
    self._refresh_btn.on_event("click", lambda *_: self._emit_refresh())
    self._help_btn.on_event("click", lambda *_: self._emit_help())

add_tab(label, icon='mdi-tab', content=None, index=None)

Add a tab to the dashboard.

Parameters:

Name Type Description Default
label str

The label of the tab.

 required
icon str

The icon of the tab.

 'mdi-tab'
content Optional[Widget]

The content of the tab.

 None
index Optional[int]

The index of the tab.

 None
Source code in leafmap/map_widgets.py 
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def add_tab(
    self,
    label: str,
    icon: str = "mdi-tab",
    content: Optional[widgets.Widget] = None,
    index: Optional[int] = None,
) -> None:
    """
    Add a tab to the dashboard.

    Args:
        label: The label of the tab.
        icon: The icon of the tab.
        content: The content of the tab.
        index: The index of the tab.
    """
    if content is None:
        content = widgets.HTML(f"<em>{label}</em> content")
    self._insert_tab(label, icon, content, index)

close_help_dialog()

Close the help dialog.

Source code in leafmap/map_widgets.py 
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def close_help_dialog(self) -> None:
    """
    Close the help dialog.
    """
    self._help_dialog.v_model = False

open_help_dialog()

Open the help dialog.

Source code in leafmap/map_widgets.py 
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def open_help_dialog(self) -> None:
    """
    Open the help dialog.
    """
    self._help_dialog.v_model = True

remove_tab(index)

Remove a tab from the dashboard.

Parameters:

Name Type Description Default
index int

The index of the tab.

 required
Source code in leafmap/map_widgets.py 
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def remove_tab(self, index: int) -> None:
    """
    Remove a tab from the dashboard.

    Args:
        index: The index of the tab.
    """
    hdr = list(self._tabs_header.children)
    items = list(self._tabs_items.children)
    n = len(hdr)
    if not (0 <= index < n):
        raise IndexError(f"index {index} out of range (0..{n-1})")
    del hdr[index]
    del items[index]
    self._tabs_header.children = tuple(hdr)
    self._tabs_items.children = tuple(items)
    del self._labels[index]
    if index < len(self._icons):
        del self._icons[index]
    if hdr:
        if self.selected_index >= len(hdr):
            self.select(len(hdr) - 1)
    else:
        self._tabs_header.v_model = 0

set_help_content(content)

Set the content of the help dialog.

Parameters:

Name Type Description Default
content Widget

The content of the help dialog.

 required
Source code in leafmap/map_widgets.py 
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def set_help_content(self, content: widgets.Widget) -> None:
    """
    Set the content of the help dialog.

    Args:
        content: The content of the help dialog.
    """
    self._help_cardtext.children = [content]

set_help_title(title)

Set the title of the help dialog.

Parameters:

Name Type Description Default
title str

The title of the help dialog.

 required
Source code in leafmap/map_widgets.py 
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def set_help_title(self, title: str) -> None:
    """
    Set the title of the help dialog.

    Args:
        title: The title of the help dialog.
    """
    self._help_title.children = [title]

set_panel_titles_visible(visible)

Set the visibility of the panel titles.

Parameters:

Name Type Description Default
visible bool

Whether to show the panel titles.

 required
Source code in leafmap/map_widgets.py 
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def set_panel_titles_visible(self, visible: bool) -> None:
    """
    Set the visibility of the panel titles.

    Args:
        visible: Whether to show the panel titles.
    """
    self._show_titles = bool(visible)
    for i, item in enumerate(self._tabs_items.children):
        if not self._wrap_in_card or not isinstance(item.children[0], v.Card):
            continue
        card = item.children[0]
        kids = list(card.children)
        if self._show_titles:
            if not kids or not isinstance(kids[0], v.CardTitle):
                card.children = [
                    v.CardTitle(class_="text-h6", children=[self._labels[i]]),
                    v.Divider(),
                ] + kids
            else:
                card.children = kids
        else:
            if kids and isinstance(kids[0], v.CardTitle):
                if len(kids) > 1 and isinstance(kids[1], v.Divider):
                    card.children = kids[2:]
                else:
                    card.children = kids[1:]

set_tab_content(index, content)

Set the content of a tab.

Parameters:

Name Type Description Default
index int

The index of the tab.

 required
content Widget

The content of the tab.

 required
Source code in leafmap/map_widgets.py 
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def set_tab_content(self, index: int, content: widgets.Widget) -> None:
    """
    Set the content of a tab.

    Args:
        index: The index of the tab.
        content: The content of the tab.
    """
    item = self._tabs_items.children[index]
    if self._wrap_in_card and isinstance(item.children[0], v.Card):
        card = item.children[0]
        kids = list(card.children)
        replaced = False
        for i, k in enumerate(kids):
            if isinstance(k, v.CardText):
                kids[i] = v.CardText(class_="py-4", children=[content])
                card.children = kids
                replaced = True
                break
        if not replaced:
            if self._show_titles:
                card.children = [
                    v.CardTitle(class_="text-h6", children=[self._labels[index]]),
                    v.Divider(),
                    v.CardText(class_="py-4", children=[content]),
                ]
            else:
                card.children = [v.CardText(class_="py-4", children=[content])]
    else:
        item.children = [content]

set_tab_header_visible(visible)

Set the visibility of the tab header.

Parameters:

Name Type Description Default
visible bool

Whether to show the tab header.

 required
Source code in leafmap/map_widgets.py 
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def set_tab_header_visible(self, visible: bool) -> None:
    """
    Set the visibility of the tab header.

    Args:
        visible: Whether to show the tab header.
    """
    self._header_visible = bool(visible)
    self._tabs_header.class_ = "px-4" if self._header_visible else "px-4 d-none"

set_tab_icon(index, icon)

Set the icon of a tab.

Parameters:

Name Type Description Default
index int

The index of the tab.

 required
icon Optional[str]

The icon of the tab.

 required
Source code in leafmap/map_widgets.py 
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def set_tab_icon(self, index: int, icon: Optional[str]) -> None:
    """
    Set the icon of a tab.

    Args:
        index: The index of the tab.
        icon: The icon of the tab.
    """
    tab = self._tabs_header.children[index]
    label = self._labels[index]
    if icon:
        tab.children = [v.Icon(left=True, small=True, children=[icon]), label]
    else:
        tab.children = [label]
    if index < len(self._icons):
        self._icons[index] = icon or ""
    else:
        self._icons.append(icon or "")

set_tab_label(index, label)

Set the label of a tab.

Parameters:

Name Type Description Default
index int

The index of the tab.

 required
label str

The label of the tab.

 required
Source code in leafmap/map_widgets.py 
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def set_tab_label(self, index: int, label: str) -> None:
    """
    Set the label of a tab.

    Args:
        index: The index of the tab.
        label: The label of the tab.
    """
    tab = self._tabs_header.children[index]
    if len(tab.children) == 2 and isinstance(tab.children[0], v.Icon):
        tab.children = [tab.children[0], label]
    else:
        tab.children = [label]
    self._labels[index] = label
    try:
        item = self._tabs_items.children[index]
        if self._wrap_in_card and isinstance(item.children[0], v.Card):
            card = item.children[0]
            kids = list(card.children)
            if kids and isinstance(kids[0], v.CardTitle):
                kids[0].children = [label]
                card.children = kids
    except Exception:
        pass