A shimmer pre-load component for Plotly Dash

Overview

dash-loading-shimmer

PyPI version

A shimmer pre-load component for Plotly Dash

Installation

Get it with pip: pip install dash-loading-extras

Or maybe you prefer Pipenv: pipenv install dash-loading-extras

Usage

See sampleapp.py for a simple Dash app example, or use Shimmer like you would a dcc.Loading component. Wrap it around any components you want to shimmer while loading and don't stop 'til morning.

from dash import Dash, html, dcc
import dash_loading_extras as loading
app = Dash()
app.css.config.serve_locally=True

app.layout = html.Div([
    html.H1("A Long Loading Graph"),
    html.H2("It's worth the wait!"),
    loading.Shimmer(
        dcc.Graph(figure=fig, id="graph"),
        app=app,
        # show_spinner=True # optionally keep the loading animation on top of the shimmering element
    ),
])

app.run_server()

If you want to tweak the CSS used, inject your own CSS before Shimmer gets there with the shimmer_css function. Common styles to tweak are the opacity, hue, and speed of the shimmer

import dash_loading_extras as loading
app = Dash()

loading.ASSETSDIR = "path/to/your/cssassets/folder"
loading.shimmer_css(app=app, path="my_better_shimmer.css")

app.layout = ...

Future Work

Open to ideas! So far there's:

  • Customize shimmer styles (programmatically generating CSS at runtime)
  • More loaders (spinning, bouncing, erupting?)
  • Remove need to pass app into Shimmer call
Owner
Lucas Durand
Ex-Theoretical Physicist and Quant/Data Scientist-type with interests in Financial Modelling, Big Data and Visualization.
Lucas Durand
Glue is a python project to link visualizations of scientific datasets across many files.

Glue Glue is a python project to link visualizations of scientific datasets across many files. Click on the image for a quick demo: Features Interacti

675 Dec 09, 2022
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

AutoViz Automatically Visualize any dataset, any size with a single line of code. AutoViz performs automatic visualization of any dataset with one lin

AutoViz and Auto_ViML 1k Jan 02, 2023
Statistical data visualization using matplotlib

seaborn: statistical data visualization Seaborn is a Python visualization library based on matplotlib. It provides a high-level interface for drawing

Michael Waskom 10.2k Dec 30, 2022
MPL Plotter is a Matplotlib based Python plotting library built with the goal of delivering publication-quality plots concisely.

MPL Plotter is a Matplotlib based Python plotting library built with the goal of delivering publication-quality plots concisely.

Antonio López Rivera 162 Nov 11, 2022
Apache Superset is a Data Visualization and Data Exploration Platform

Apache Superset is a Data Visualization and Data Exploration Platform

The Apache Software Foundation 49.9k Jan 02, 2023
A simple python tool for explore your object detection dataset

A simple tool for explore your object detection dataset. The goal of this library is to provide simple and intuitive visualizations from your dataset and automatically find the best parameters for ge

GRADIANT - Centro Tecnolóxico de Telecomunicacións de Galicia 142 Dec 25, 2022
Mathematical learnings with Lean, for those of us who wish we knew more of both!

Lean for the Inept Mathematician This repository contains source files for a number of articles or posts aimed at explaining bite-sized mathematical c

Julian Berman 8 Feb 14, 2022
Python scripts for plotting audiograms and related data from Interacoustics Equinox audiometer and Otoaccess software.

audiometry Python scripts for plotting audiograms and related data from Interacoustics Equinox 2.0 audiometer and Otoaccess software. Maybe similar sc

Hamilton Lab at UT Austin 2 Jun 15, 2022
Learning Convolutional Neural Networks with Interactive Visualization.

CNN Explainer An interactive visualization system designed to help non-experts learn about Convolutional Neural Networks (CNNs) For more information,

Polo Club of Data Science 6.3k Jan 01, 2023
An interactive dashboard built with python that enables you to visualise how rent prices differ across Sweden.

sweden-rent-dashboard An interactive dashboard built with python that enables you to visualise how rent prices differ across Sweden. The dashboard/web

Rory Crean 5 Dec 19, 2021
Flexitext is a Python library that makes it easier to draw text with multiple styles in Matplotlib

Flexitext is a Python library that makes it easier to draw text with multiple styles in Matplotlib

Tomás Capretto 93 Dec 28, 2022
DrawBot lets you draw images taken from the internet on Skribbl.io, Gartic Phone and Paint

DrawBot You don't speak french? No worries, english translation is over here. C'est quoi ? DrawBot est un logiciel codé par V2F qui va prendre possess

V2F 205 Jan 01, 2023
A Python toolbox for gaining geometric insights into high-dimensional data

"To deal with hyper-planes in a 14 dimensional space, visualize a 3D space and say 'fourteen' very loudly. Everyone does it." - Geoff Hinton Overview

Contextual Dynamics Laboratory 1.8k Dec 29, 2022
Plot, scatter plots and histograms in the terminal using braille dots

Plot, scatter plots and histograms in the terminal using braille dots, with (almost) no dependancies. Plot with color or make complex figures - similar to a very small sibling to matplotlib. Or use t

Tammo Ippen 207 Dec 30, 2022
Keir&'s Visualizing Data on Life Expectancy

Keir's Visualizing Data on Life Expectancy Below is information on life expectancy in the United States from 1900-2017. You will also find information

9 Jun 06, 2022
A central task in drug discovery is searching, screening, and organizing large chemical databases

A central task in drug discovery is searching, screening, and organizing large chemical databases. Here, we implement clustering on molecular similarity. We support multiple methods to provide a inte

NVIDIA Corporation 124 Jan 07, 2023
Pydrawer: The Python package for visualizing curves and linear transformations in a super simple way

pydrawer 📐 The Python package for visualizing curves and linear transformations in a super simple way. ✏️ Installation Install pydrawer package with

Dylan Tintenfich 56 Dec 30, 2022
Graphical visualizer for spectralyze by Lauchmelder23

spectralyze visualizer Graphical visualizer for spectralyze by Lauchmelder23 Install Install matplotlib and ffmpeg. Put ffmpeg.exe in same folder as v

Matthew 1 Dec 21, 2021
Python Package for CanvasXpress JS Visualization Tools

CanvasXpress Python Library About CanvasXpress for Python CanvasXpress was developed as the core visualization component for bioinformatics and system

Dr. Todd C. Brett 5 Nov 07, 2022
Data visualization electromagnetic spectrum

Datenvisualisierung-Elektromagnetischen-Spektrum Anhand des Moduls matplotlib sollen die Daten des elektromagnetischen Spektrums dargestellt werden. D

Pulsar 1 Sep 01, 2022