map_widgets module¶
Colorbar (Output)
¶
A matplotlib colorbar widget that can be added to the map.
Source code in leafmap/map_widgets.py
class Colorbar(ipywidgets.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=ipywidgets.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 in default_dims:
default = default_dims[orientation]
return (
kwargs.get("width", default[0]),
kwargs.get("height", default[1]),
)
raise ValueError(
f"orientation must be one of [{', '.join(default_dims.keys())}]."
)
__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)
special
¶
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 |
Exceptions:
| 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
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=ipywidgets.Layout(width=max_width))
with self:
self.outputs = ()
matplotlib.pyplot.show()
LayerEditor (VBox)
¶
Widget for displaying and editing layer visualization properties.
Source code in leafmap/map_widgets.py
class LayerEditor(ipywidgets.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 = ipywidgets.ToggleButton(
value=True,
tooltip="Layer editor",
icon="gear",
layout=ipywidgets.Layout(
width="28px", height="28px", padding="0px 0 0 3px"
),
)
self._toggle_button.observe(self._on_toggle_click, "value")
self._close_button = ipywidgets.Button(
tooltip="Close the vis params dialog",
icon="times",
button_style="primary",
layout=ipywidgets.Layout(width="28px", height="28px", padding="0"),
)
self._close_button.on_click(self._on_close_click)
layout = ipywidgets.Layout(width="95px")
self._import_button = ipywidgets.Button(
description="Import",
# button_style="primary",
tooltip="Import vis params to notebook",
layout=layout,
)
self._apply_button = ipywidgets.Button(
description="Apply", tooltip="Apply vis params to the layer", layout=layout
)
self._layer_spinner = ipywidgets.Button(
icon="check",
layout=ipywidgets.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 = ipywidgets.Label(
value=layer_dict["layer_name"],
layout=ipywidgets.Layout(max_width="200px", padding="1px 4px 0 4px"),
)
self._embedded_widget = ipywidgets.Label(value="Vis params are uneditable")
if layer_dict is not None:
if layer_dict["type"] in ["LOCAL", "COG", "STAC"]:
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 = [
ipywidgets.HBox([self._close_button, self._toggle_button, self._label]),
self._embedded_widget,
ipywidgets.HBox(
[self._import_button, self._apply_button, self._layer_spinner]
),
]
else:
self.children = [
ipywidgets.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__(self, host_map, layer_dict)
special
¶
Initializes a layer editor widget.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
host_map |
geemap.Map |
The geemap.Map object. |
required |
layer_dict |
dict |
The layer object to edit. |
required |
Source code in leafmap/map_widgets.py
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 = ipywidgets.ToggleButton(
value=True,
tooltip="Layer editor",
icon="gear",
layout=ipywidgets.Layout(
width="28px", height="28px", padding="0px 0 0 3px"
),
)
self._toggle_button.observe(self._on_toggle_click, "value")
self._close_button = ipywidgets.Button(
tooltip="Close the vis params dialog",
icon="times",
button_style="primary",
layout=ipywidgets.Layout(width="28px", height="28px", padding="0"),
)
self._close_button.on_click(self._on_close_click)
layout = ipywidgets.Layout(width="95px")
self._import_button = ipywidgets.Button(
description="Import",
# button_style="primary",
tooltip="Import vis params to notebook",
layout=layout,
)
self._apply_button = ipywidgets.Button(
description="Apply", tooltip="Apply vis params to the layer", layout=layout
)
self._layer_spinner = ipywidgets.Button(
icon="check",
layout=ipywidgets.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 = ipywidgets.Label(
value=layer_dict["layer_name"],
layout=ipywidgets.Layout(max_width="200px", padding="1px 4px 0 4px"),
)
self._embedded_widget = ipywidgets.Label(value="Vis params are uneditable")
if layer_dict is not None:
if layer_dict["type"] in ["LOCAL", "COG", "STAC"]:
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 (VBox)
¶
A legend widget that can be added to the map.
Source code in leafmap/map_widgets.py
class Legend(ipywidgets.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,
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.
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 os # pylint: disable=import-outside-toplevel
from IPython.display import display # pylint: disable=import-outside-toplevel
import pkg_resources # pylint: disable=import-outside-toplevel
from .legends import builtin_legends # pylint: disable=import-outside-toplevel
pkg_dir = os.path.dirname(
pkg_resources.resource_filename("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)
legend_output = ipywidgets.Output(layout=Legend.__create_layout(**kwargs))
legend_widget = ipywidgets.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()
with legend_output:
display(legend_widget)
def __check_if_allowed(value, value_name, allowed_list):
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):
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):
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):
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__(self, title='Legend', legend_dict=None, keys=None, colors=None, position='bottomright', builtin_legend=None, add_header=True, widget_args={}, **kwargs)
special
¶
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. widget_args (dict, optional): Additional arguments passed to the widget_template() function. Defaults to {}.
Exceptions:
| 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
def __init__(
self,
title="Legend",
legend_dict=None,
keys=None,
colors=None,
position="bottomright",
builtin_legend=None,
add_header=True,
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.
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 os # pylint: disable=import-outside-toplevel
from IPython.display import display # pylint: disable=import-outside-toplevel
import pkg_resources # pylint: disable=import-outside-toplevel
from .legends import builtin_legends # pylint: disable=import-outside-toplevel
pkg_dir = os.path.dirname(
pkg_resources.resource_filename("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)
legend_output = ipywidgets.Output(layout=Legend.__create_layout(**kwargs))
legend_widget = ipywidgets.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()
with legend_output:
display(legend_widget)
RasterLayerEditor (VBox)
¶
Widget for displaying and editing layer visualization properties for raster layers.
Source code in leafmap/map_widgets.py
class RasterLayerEditor(ipywidgets.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 = ipywidgets.RadioButtons(
options=["1 band (Grayscale)"],
layout={"width": "max-content", "margin": "0 15px 0 0"},
)
self._rgb_radio_button = ipywidgets.RadioButtons(
options=["3 bands (RGB)"], layout={"width": "max-content"}
)
self._greyscale_radio_button.index = None
self._rgb_radio_button.index = None
band_dropdown_layout = ipywidgets.Layout(width="98px")
self._band_1_dropdown = ipywidgets.Dropdown(
options=band_names, value=band_names[0], layout=band_dropdown_layout
)
self._band_2_dropdown = ipywidgets.Dropdown(
options=band_names, value=band_names[0], layout=band_dropdown_layout
)
self._band_3_dropdown = ipywidgets.Dropdown(
options=band_names, value=band_names[0], layout=band_dropdown_layout
)
self._bands_hbox = ipywidgets.HBox(layout=ipywidgets.Layout(margin="0 0 6px 0"))
self._color_picker = ipywidgets.ColorPicker(
concise=False,
value="#000000",
layout=ipywidgets.Layout(width="116px"),
style={"description_width": "initial"},
)
self._add_color_button = ipywidgets.Button(
icon="plus",
tooltip="Add a hex color string to the palette",
layout=ipywidgets.Layout(width="32px"),
)
self._del_color_button = ipywidgets.Button(
icon="minus",
tooltip="Remove a hex color string from the palette",
layout=ipywidgets.Layout(width="32px"),
)
self._reset_color_button = ipywidgets.Button(
icon="eraser",
tooltip="Remove all color strings from the palette",
layout=ipywidgets.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 = ipywidgets.Dropdown(
options=["Any"] + [str(i) for i in range(3, 13)],
description="Classes:",
layout=ipywidgets.Layout(width="115px"),
style={"description_width": "initial"},
)
self._classes_dropdown.observe(self._classes_changed, "value")
self._colormap_dropdown = ipywidgets.Dropdown(
options=self._get_colormaps(),
value=None,
description="Colormap:",
layout=ipywidgets.Layout(width="300px"),
style={"description_width": "initial"},
)
self._colormap_dropdown.observe(self._colormap_changed, "value")
self._palette_label = ipywidgets.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=ipywidgets.Layout(width="300px"),
style={"description_width": "initial"},
)
self._value_range_slider = ipywidgets.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=ipywidgets.Layout(width="300px"),
style={"description_width": "45px"},
)
self._opacity_slider = ipywidgets.FloatSlider(
value=self._layer_opacity,
min=0,
max=1,
step=0.01,
description="Opacity:",
continuous_update=False,
readout=True,
readout_format=".2f",
layout=ipywidgets.Layout(width="310px"),
style={"description_width": "50px"},
)
self._colorbar_output = ipywidgets.Output(
layout=ipywidgets.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=ipywidgets.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 [
ipywidgets.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,
# ipywidgets.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:
self._host_map.add_hyper(
self._xds,
type=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"] == "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,
)
else:
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,
)
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__(self, host_map, layer_dict)
special
¶
Initializes a raster layer editor widget.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
host_map |
geemap.Map |
The geemap.Map object. |
required |
layer_dict |
dict |
The layer object to edit. |
required |
Source code in leafmap/map_widgets.py
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 = ipywidgets.RadioButtons(
options=["1 band (Grayscale)"],
layout={"width": "max-content", "margin": "0 15px 0 0"},
)
self._rgb_radio_button = ipywidgets.RadioButtons(
options=["3 bands (RGB)"], layout={"width": "max-content"}
)
self._greyscale_radio_button.index = None
self._rgb_radio_button.index = None
band_dropdown_layout = ipywidgets.Layout(width="98px")
self._band_1_dropdown = ipywidgets.Dropdown(
options=band_names, value=band_names[0], layout=band_dropdown_layout
)
self._band_2_dropdown = ipywidgets.Dropdown(
options=band_names, value=band_names[0], layout=band_dropdown_layout
)
self._band_3_dropdown = ipywidgets.Dropdown(
options=band_names, value=band_names[0], layout=band_dropdown_layout
)
self._bands_hbox = ipywidgets.HBox(layout=ipywidgets.Layout(margin="0 0 6px 0"))
self._color_picker = ipywidgets.ColorPicker(
concise=False,
value="#000000",
layout=ipywidgets.Layout(width="116px"),
style={"description_width": "initial"},
)
self._add_color_button = ipywidgets.Button(
icon="plus",
tooltip="Add a hex color string to the palette",
layout=ipywidgets.Layout(width="32px"),
)
self._del_color_button = ipywidgets.Button(
icon="minus",
tooltip="Remove a hex color string from the palette",
layout=ipywidgets.Layout(width="32px"),
)
self._reset_color_button = ipywidgets.Button(
icon="eraser",
tooltip="Remove all color strings from the palette",
layout=ipywidgets.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 = ipywidgets.Dropdown(
options=["Any"] + [str(i) for i in range(3, 13)],
description="Classes:",
layout=ipywidgets.Layout(width="115px"),
style={"description_width": "initial"},
)
self._classes_dropdown.observe(self._classes_changed, "value")
self._colormap_dropdown = ipywidgets.Dropdown(
options=self._get_colormaps(),
value=None,
description="Colormap:",
layout=ipywidgets.Layout(width="300px"),
style={"description_width": "initial"},
)
self._colormap_dropdown.observe(self._colormap_changed, "value")
self._palette_label = ipywidgets.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=ipywidgets.Layout(width="300px"),
style={"description_width": "initial"},
)
self._value_range_slider = ipywidgets.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=ipywidgets.Layout(width="300px"),
style={"description_width": "45px"},
)
self._opacity_slider = ipywidgets.FloatSlider(
value=self._layer_opacity,
min=0,
max=1,
step=0.01,
description="Opacity:",
continuous_update=False,
readout=True,
readout_format=".2f",
layout=ipywidgets.Layout(width="310px"),
style={"description_width": "50px"},
)
self._colorbar_output = ipywidgets.Output(
layout=ipywidgets.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=ipywidgets.Layout(
padding="5px 0px 5px 8px", # top, right, bottom, left
# width="330px",
max_height="305px",
overflow="auto",
display="block",
),
children=children,
)