Declare Custom Widgets#
This guide addresses how to extend Param based UIs with custom widgets.
Prerequisites
The How to > Generate Widgets from Parameters guide demonstrates the default case of automatically generating widgets.
Custom type#
Param Parameters can automatically be turned into widgets because Panel maintains a mapping between Parameter types and widget types. However, sometimes the default widget does not provide the most convenient UI and we want to provide an explicit hint to Panel to tell it how to render a Parameter. Using the widgets keyword we can declare a mapping between the parameter name and the type of widget that is desired (as long as the widget type supports the types of values held by the parameter type).
As an example, we can map a string and a number Selector to a RadioButtonGroup and DiscretePlayer respectively.
import panel as pn
import param
pn.extension()
class CustomExample(param.Parameterized):
"""An example Parameterized class"""
select_string = param.Selector(objects=["red", "yellow", "green"])
autocomplete_string = param.Selector(default='', objects=["red", "yellow", "green"], check_on_set=False)
select_number = param.Selector(objects=[0, 1, 10, 100])
pn.Param(CustomExample.param, widgets={
'select_string': pn.widgets.RadioButtonGroup,
'autocomplete_string': pn.widgets.AutocompleteInput,
'select_number': pn.widgets.DiscretePlayer}
)
Also, it’s possible to pass arguments to the widget in order to customize it. Instead of passing the widget, pass a dictionary with the desired options. Use the widget_type keyword to map the widget.
Taking up the previous example.
pn.Param(CustomExample.param, widgets={
'select_string': {'widget_type': pn.widgets.RadioButtonGroup, 'button_type': 'success'},
'autocomplete_string': {'widget_type': pn.widgets.AutocompleteInput, 'placeholder': 'Find a color...'},
'select_number': pn.widgets.DiscretePlayer}
)
However it is also possible to explicitly construct a widget from a parameter using the .from_param method, which makes it easy to override widget settings using keyword arguments:
pn.widgets.RadioBoxGroup.from_param(CustomExample.param.select_string, inline=True)
Custom name#
By default, a param Pane has a title that is derived from the class name of its Parameterized object. Using the name keyword we can set any title to the pane, e.g. to improve the user interface.
pn.Param(CustomExample.param, name="Custom Name")
Custom Sort#
You can sort the widgets alphabetically by setting sort=True
pn.Param(CustomExample.param, sort=True, name="Sort by Label Example")
You can also specify a custom sort function that takes the (parameter name, Parameter instance) as input.
def sort_func(x):
return len(x[1].label)
pn.Param(CustomExample.param, sort=sort_func, name="Sort by Label Length Example")
