import panel as pn import numpy as np import holoviews as hv pn.extension()
For a large variety of use cases we do not need complete control over the exact layout of each individual component on the page, as could be achieved with a custom template, we just want to achieve a more polished look and feel. For these cases Panel ships with a number of default templates, which are defined by declaring three main content areas on the page, which can be populated as desired:
header: The header area of the HTML page
sidebar: A collapsible sidebar
main: The main area of the application
modal: A modal area which can be opened and closed from Python
These three areas behave very similarly to other Panel layout components and have list-like semantics. This means we can easily append new components into these areas. Unlike other layout components however, the contents of the areas is fixed once rendered. If you need a dynamic layout you should therefore insert a regular Panel layout component (e.g. a
Row) and modify it in place once added to one of the content areas.
Templates can allow for us to quickly and easily create web apps for displaying our data. Panel comes with a default Template, and includes multiple Templates that extend the default which add some customization for a better display.
In addition to the four different areas we can populate the default templates also provide a few additional parameters:
busy_indicator(BooleanIndicator): Visual indicator of application busy state.
header_background(str): Optional header background color override.
header_color(str): Optional header text color override.
logo(str): URI of logo to add to the header (if local file, logo is base64 encoded as URI).
theme(Theme): A Theme class (available in
title(str): A title to show in the header.
In this case we are using the
GoldenTemplate, built using the Golden Layout CSS, which allows for the creation of tabs that can be moved around. Due to the movable tabs this Template is a little different than the others. The sidebar works similarly to the other templates, but to have your displays render in different tabs, we have to make separate calls to
<template_name>.main.append(). Here is an example of how you can set up a display using this template:
golden = pn.template.GoldenTemplate(title='Golden Template') pn.config.sizing_mode = 'stretch_width' xs = np.linspace(0, np.pi) freq = pn.widgets.FloatSlider(name="Frequency", start=0, end=10, value=2) phase = pn.widgets.FloatSlider(name="Phase", start=0, end=np.pi) @pn.depends(freq=freq, phase=phase) def sine(freq, phase): return hv.Curve((xs, np.sin(xs*freq+phase))).opts( responsive=True, min_height=400) @pn.depends(freq=freq, phase=phase) def cosine(freq, phase): return hv.Curve((xs, np.cos(xs*freq+phase))).opts( responsive=True, min_height=400) golden.sidebar.append(freq) golden.sidebar.append(phase) golden.main.append( pn.Row( pn.Card(hv.DynamicMap(sine), title='Sine'), pn.Card(hv.DynamicMap(cosine), title='Cosine') ) ) golden.main.append( pn.Row( pn.Card(hv.DynamicMap(sine), title='Sine'), pn.Card(hv.DynamicMap(cosine), title='Cosine') ) ) golden.servable();
GoldenTemplate with DefaultTheme</br>
GoldenTemplate with DarkTheme
The app can be displayed within the notebook by using
.servable(), or rendered in another tab by replacing it with
Themes can be added using the optional keyword argument
theme. Each template comes with a DarkTheme and a DefaultTheme, which can be set
GoldenTemplate(theme=DarkTheme). If no theme is set, then DefaultTheme will be applied.
It should be noted that Templates may not render correctly in a notebook, and for the best performance the should ideally be deployed to a server.