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
The interactive graphing library for Python (includes Plotly Express) :sparkles:

plotly.py Latest Release User forum PyPI Downloads License Data Science Workspaces Our recommended IDE for Plotly’s Python graphing library is Dash En

Plotly 12.7k Jan 05, 2023
Sentiment Analysis application created with Python and Dash, hosted at socialsentiment.net

Social Sentiment Dash Application Live-streaming sentiment analysis application created with Python and Dash, hosted at SocialSentiment.net. Dash Tuto

Harrison 456 Dec 25, 2022
Kglab - an abstraction layer in Python for building knowledge graphs

Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, RDFlib, pySHACL, RAPIDS, NetworkX, iGraph, PyVis, pslpython, p

derwen.ai 466 Jan 09, 2023
A Python package that provides evaluation and visualization tools for the DexYCB dataset

DexYCB Toolkit DexYCB Toolkit is a Python package that provides evaluation and visualization tools for the DexYCB dataset. The dataset and results wer

NVIDIA Research Projects 107 Dec 26, 2022
Tools for exploratory data analysis in Python

Dora Exploratory data analysis toolkit for Python. Contents Summary Setup Usage Reading Data & Configuration Cleaning Feature Selection & Extraction V

Nathan Epstein 599 Dec 25, 2022
An open-source plotting library for statistical data.

Lets-Plot Lets-Plot is an open-source plotting library for statistical data. It is implemented using the Kotlin programming language. The design of Le

JetBrains 820 Jan 06, 2023
Python package for the analysis and visualisation of finite-difference fields.

discretisedfield Marijan Beg1,2, Martin Lang2, Samuel Holt3, Ryan A. Pepper4, Hans Fangohr2,5,6 1 Department of Earth Science and Engineering, Imperia

ubermag 12 Dec 14, 2022
a plottling library for python, based on D3

Hello August 2013 Hello! Maybe you're looking for a nice Python interface to build interactive, javascript based plots that look as nice as all those

Mike Dewar 1.4k Dec 28, 2022
Lightweight data validation and adaptation Python library.

Valideer Lightweight data validation and adaptation library for Python. At a Glance: Supports both validation (check if a value is valid) and adaptati

Podio 258 Nov 22, 2022
Visualize the bitcoin blockchain from your local node

Project Overview A new feature in Bitcoin Core 0.20 allows users to dump the state of the blockchain (the UTXO set) using the command dumptxoutset. I'

18 Sep 11, 2022
The visual framework is designed on the idea of module and implemented by mixin method

Visual Framework The visual framework is designed on the idea of module and implemented by mixin method. Its biggest feature is the mixins module whic

LEFTeyes 9 Sep 19, 2022
100 Days of Code The Complete Python Pro Bootcamp for 2022

100-Day-With-Python 100 Days of Code - The Complete Python Pro Bootcamp for 2022. In this course, I spend with python language over 100 days, and I up

Rajdip Das 8 Jun 22, 2022
The Timescale NFT Starter Kit is a step-by-step guide to get up and running with collecting, storing, analyzing and visualizing NFT data from OpenSea, using PostgreSQL and TimescaleDB.

Timescale NFT Starter Kit The Timescale NFT Starter Kit is a step-by-step guide to get up and running with collecting, storing, analyzing and visualiz

Timescale 102 Dec 24, 2022
cqMore is a CadQuery plugin based on CadQuery 2.1.

cqMore (under construction) cqMore is a CadQuery plugin based on CadQuery 2.1. Installation Please use conda to install CadQuery and its dependencies

Justin Lin 36 Dec 21, 2022
Attractors is a package for simulation and visualization of strange attractors.

attractors Attractors is a package for simulation and visualization of strange attractors. Installation The simplest way to install the module is via

Vignesh M 45 Jul 31, 2022
Create 3d loss surface visualizations, with optimizer path. Issues welcome!

MLVTK A loss surface visualization tool Simple feed-forward network trained on chess data, using elu activation and Adam optimizer Simple feed-forward

7 Dec 21, 2022
Import, visualize, and analyze SpiderFoot OSINT data in Neo4j, a graph database

SpiderFoot Neo4j Tools Import, visualize, and analyze SpiderFoot OSINT data in Neo4j, a graph database Step 1: Installation NOTE: This installs the sf

Black Lantern Security 42 Dec 26, 2022
A Graph Learning library for Humans

A Graph Learning library for Humans These novel algorithms include but are not limited to: A graph construction and graph searching class can be found

Richard Tjörnhammar 1 Feb 08, 2022
A python package for animating plots build on matplotlib.

animatplot A python package for making interactive as well as animated plots with matplotlib. Requires Python = 3.5 Matplotlib = 2.2 (because slider

Tyler Makaro 394 Dec 18, 2022
NorthPitch is a python soccer plotting library that sits on top of Matplotlib

NorthPitch is a python soccer plotting library that sits on top of Matplotlib.

Devin Pleuler 30 Feb 22, 2022