shiny

Shiny for Python

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
○
DOI references
○
Academic publication links
○
Committers with academic emails
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (14.8%) to scientific vocabulary

Keywords from Contributors

pipeline-testing datacleaner data-profilers static-code-analysis static-analysis pep8 code-quality closember pandoc cryptocurrencies

Last synced: 6 months ago · JSON representation ·

Repository

Shiny for Python

Basic Info

Host: GitHub
Owner: posit-dev
License: mit
Language: Python
Default Branch: main
Homepage: https://shiny.posit.co/py/
Size: 27.8 MB

Statistics

Stars: 1,581
Watchers: 29
Forks: 108
Open Issues: 432
Releases: 33

Created over 4 years ago · Last pushed 6 months ago

Metadata Files

Readme Changelog License Citation

Shiny for Python

Shiny for Python is the best way to build fast, beautiful web applications in Python. You can build quickly with Shiny and create simple interactive visualizations and prototype applications in an afternoon. But unlike other frameworks targeted at data scientists, Shiny does not limit your app's growth. Shiny remains extensible enough to power large, mission-critical applications.

To learn more about Shiny see the Shiny for Python website. If you're new to the framework we recommend these resources:

How Shiny is different from Dash and Streamlit.
How reactive programming can help you build better applications.
How to use modules to efficiently develop large applications.
Hosting applications for free on Connect Cloud, shinyapps.io, Hugging Face, or Shinylive.

Join the conversation

If you have questions about Shiny for Python, or want to help us decide what to work on next, join us on Discord.

Getting started

To get started with shiny follow the installation instructions or just install it from pip.

sh pip install shiny

To install the latest development version:

```sh

First install htmltools, then shiny

pip install git+https://github.com/posit-dev/py-htmltools.git#egg=htmltools pip install git+https://github.com/posit-dev/py-shiny.git#egg=shiny ```

You can create and run your first application with shiny create, the CLI will ask you which template you would like to use. You can either run the app with the Shiny extension, or call shiny run app.py --reload --launch-browser.

Development

Shinylive built from the main branch: https://posit-dev.github.io/py-shiny/shinylive/py/examples/
API documentation for the main branch:
- https://posit-dev.github.io/py-shiny/docs/api/express/
- https://posit-dev.github.io/py-shiny/docs/api/core/

If you are working from a fork you may not have the git tags from the original repo. Git tags are required for the install to succeed. To add tags to your own fork:

sh git remote add upstream https://github.com/posit-dev/py-shiny.git git fetch --tags upstream

Then install:

sh pip install -e ".[dev,test,doc]"

Additionally, you can install pre-commit hooks which will automatically reformat and lint the code when you make a commit:

```sh pre-commit install

To disable:

pre-commit uninstall

```

Tests should now pass:

```sh make check

To apply formatting fixes instead of erroring:

make check-fix

```

Or get a full list of helpers with just:

sh make

Typically, when developing new features for Shiny, you'll want to try them out in an application. In a separate application directory, use can use -e to reference your local checkout of py-shiny:

```sh

Rather than

pip install shiny

run:

pip install -e ../py-shiny --config-settings editable_mode=compat ```

See the docs README for instructions on building the documentation locally.

Owner

Name: posit-dev
Login: posit-dev
Kind: organization

Repositories: 24
Profile: https://github.com/posit-dev

Citation (CITATION.cff)

cff-version: 1.2.0
title: "Shiny for Python"
message: "If you use this software, please cite it as below."
authors:
  - name: "The Shiny development team"
license: MIT
license-url: "https://github.com/posit-dev/py-shiny/blob/main/LICENSE"
repository-code: "https://github.com/posit-dev/py-shiny"
type: software
url: "https://shiny.posit.co/py/"

Committers

Last synced: 10 months ago

All Time

Total Commits: 1,795
Total Committers: 35
Avg Commits per committer: 51.286
Development Distribution Score (DDS): 0.552

Past Year

Commits: 331
Committers: 20
Avg Commits per committer: 16.55
Development Distribution Score (DDS): 0.731

Top Committers

Name	Email	Commits
Winston Chang	w**n@s**g	805
Carson	c**1@g**m	282
Joe Cheng	j**e@r**m	236
Barret Schloerke	b**t@p**o	210
Garrick Aden-Buie	g**k@p**o	94
Karan	k****u	80
Gordon Shotwell	g**l@p**o	31
Florian Maas	f**s@g**m	14
Neal Richardson	n**n@g**m	7
Christian Clauss	c**s@m**m	3
Joe Schulte	j**8@g**m	3
Chuck McCallum	m****c	2
Daniel Chen	c**y@g**m	2
Francesco Bruzzesi	4****i	2
Michael Chow	m**b@f**m	2
Nick Strayer	n**r@p**o	2
gregswinehart	g**g@r**m	2
diana	d**e@g**m	1
Greg Swinehart		1
William Giang	3****g	1
Sara Altman	s**n@g**m	1
Robert Schütz	g**b@d**e	1
Randy Zwitch	r**h@g**m	1
Pierre-Bartet	p**g@g**m	1
Niclas	n**r@g**m	1
Marco Edward Gorelli	m**i@p**m	1
Maarten Breddels	m**s@g**m	1
Laura Bąkała	3****a	1
Lachlan Musicman	d**d@g**m	1
Kenneth Schackart	s**1@g**m	1
and 5 more...

Committer Domains (Top 20 + Academic)

posit.co: 5 rstudio.com: 2 jameshwade.com: 1 dotlambda.de: 1 fastmail.com: 1 me.com: 1 stdout.org: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 493
Total pull requests: 809
Average time to close issues: 3 months
Average time to close pull requests: 9 days
Total issue authors: 158
Total pull request authors: 42
Average comments per issue: 0.98
Average comments per pull request: 0.53
Merged pull requests: 628
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 159
Pull requests: 344
Average time to close issues: 21 days
Average time to close pull requests: 5 days
Issue authors: 84
Pull request authors: 28
Average comments per issue: 0.74
Average comments per pull request: 0.57
Merged pull requests: 263
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

schloerke (54)
wch (54)
cpsievert (54)
gadenbuie (40)
jcheng5 (20)
gshotwell (18)
karangattu (17)
corey-dawson (8)
pstorozenko (7)
SamEdwardes (5)
DvGils (5)
icarusz (4)
vindevoy (4)
youngroklee-ml (4)
HarrisonWismer (4)

Pull Request Authors

schloerke (190)
cpsievert (181)
gadenbuie (117)
wch (108)
karangattu (102)
jcheng5 (31)
gshotwell (10)
elnelson575 (9)
FBruzzesi (4)
joesho112358 (4)
mccalluc (4)
chendaniely (4)
machow (4)
JamesHWade (4)
ErdaradunGaztea (3)

Top Labels

Issue Labels

needs-triage (99) bug (38) enhancement (23) express (15) data frame (13) documentation (10) epic (4) datatable (4) testing (4) chore (3) good first issue (2) epic-example-apps (1) dataframe (1) Needs: E2E test (1) shinylive (1) question (1)

Pull Request Labels

data frame (20) documentation (7) testing (6) dataframe (5) bug (4) needs-triage (3) chore (1)

Packages

Total packages: 2
Total downloads:
- pypi 235,981 last-month
Total docker downloads: 1,217

Total dependent packages: 29
(may contain duplicates)
Total dependent repositories: 168
(may contain duplicates)
Total versions: 42
Total maintainers: 2

pypi.org: shiny

A web development framework for Python.

Homepage: https://github.com/posit-dev/py-shiny
Documentation: https://shiny.posit.co/py/
License: MIT
Latest release: 1.4.0
published 11 months ago

Versions: 35
Dependent Packages: 29
Dependent Repositories: 167
Downloads: 235,981 Last month
Docker Downloads: 1,217

Rankings

Dependent packages count: 0.8%

Dependent repos count: 1.2%

Downloads: 2.2%

Docker downloads count: 2.3%

Stargazers count: 2.3%

Average: 2.5%

Forks count: 6.0%

Maintainers (2)

cpsievert winston_chang

Last synced: 6 months ago

conda-forge.org: shiny

Shiny makes it easy to build interactive web applications with the power of Python’s data and scientific stack. - **Approachable**: Write your application in Python; no web development skills required. - **Flexible**: Built from the ground up to support custom layouts, styles, and the modularity required for full-fledged applications, all from Python. - **Performant**: Uses reactivity to efficiently handle data processing and minimize expensive re-computations. PyPI: [https://pypi.org/project/shiny](https://pypi.org/project/shiny)

Homepage: https://github.com/posit-dev/py-shiny
License: BSD-3-Clause AND MIT
Latest release: 0.2.9
published over 3 years ago

Versions: 7
Dependent Packages: 0
Dependent Repositories: 1

Rankings

Stargazers count: 15.5%

Dependent repos count: 24.4%

Forks count: 28.5%

Average: 30.0%

Dependent packages count: 51.6%

Last synced: 6 months ago

Dependencies

examples/airmass/requirements.in pypi

astropy *
ipyleaflet *
matplotlib *
numpy *
pandas *
pytz *
shiny *
shinywidgets *
suntime *
timezonefinder *

examples/airmass/requirements.txt pypi

anyio ==3.6.1
appdirs ==1.4.4
appnope ==0.1.3
argon2-cffi ==21.3.0
argon2-cffi-bindings ==21.2.0
asgiref ==3.5.2
astropy ==5.1
asttokens ==2.0.5
attrs ==22.1.0
backcall ==0.2.0
beautifulsoup4 ==4.11.1
bleach ==5.0.1
cffi ==1.15.1
click ==8.1.3
contextvars ==2.4
cycler ==0.11.0
debugpy ==1.6.2
decorator ==5.1.1
defusedxml ==0.7.1
entrypoints ==0.4
executing ==0.9.1
fastjsonschema ==2.16.1
fonttools ==4.34.4
h11 ==0.13.0
h3 ==3.7.4
htmltools ==0.1.2
idna ==3.3
immutables ==0.18
ipykernel ==6.15.1
ipyleaflet ==0.17.0
ipython ==8.4.0
ipython-genutils ==0.2.0
ipywidgets ==7.7.1
jedi ==0.18.1
jinja2 ==3.1.2
jsonschema ==4.9.0
jupyter-client ==7.3.4
jupyter-core ==4.11.1
jupyterlab-pygments ==0.2.2
jupyterlab-widgets ==1.1.1
kiwisolver ==1.4.4
linkify-it-py ==2.0.0
markdown-it-py ==2.1.0
markupsafe ==2.1.1
matplotlib ==3.5.2
matplotlib-inline ==0.1.3
mdurl ==0.1.1
mistune ==0.8.4
nbclient ==0.6.6
nbconvert ==6.5.0
nbformat ==5.4.0
nest-asyncio ==1.5.5
notebook ==6.4.12
numpy ==1.23.1
packaging ==21.3
pandas ==1.4.3
pandocfilters ==1.5.0
parso ==0.8.3
pexpect ==4.8.0
pickleshare ==0.7.5
pillow ==9.2.0
prometheus-client ==0.14.1
prompt-toolkit ==3.0.30
psutil ==5.9.1
ptyprocess ==0.7.0
pure-eval ==0.2.2
pycparser ==2.21
pyerfa ==2.0.0.1
pygments ==2.12.0
pyparsing ==3.0.9
pyrsistent ==0.18.1
python-dateutil ==2.8.2
python-multipart ==0.0.5
pytz ==2022.1
pyyaml ==6.0
pyzmq ==23.2.0
send2trash ==1.8.0
shiny ==0.2.3
shinywidgets ==0.1.2
six ==1.16.0
sniffio ==1.2.0
soupsieve ==2.3.2.post1
stack-data ==0.3.0
starlette ==0.20.4
suntime ==1.2.5
terminado ==0.15.0
timezonefinder ==6.0.2
tinycss2 ==1.1.1
tornado ==6.2
traitlets ==5.3.0
traittypes ==0.2.1
typing-extensions ==4.3.0
uc-micro-py ==1.0.1
uvicorn ==0.18.2
wcwidth ==0.2.5
webencodings ==0.5.1
websockets ==10.3
widgetsnbextension ==3.6.1
xyzservices ==2022.6.0

.github/workflows/pytest.yaml actions

actions/checkout v3 composite
actions/setup-python v4 composite
pypa/gh-action-pypi-publish release/v1 composite

examples/brownian/shinymediapipe/package-lock.json npm

@mediapipe/camera_utils 0.3.1640029074
@mediapipe/control_utils 0.6.1629159505
@mediapipe/drawing_utils 0.3.1620248257
@mediapipe/hands 0.4.1646424915

examples/brownian/shinymediapipe/package.json npm

@mediapipe/camera_utils ^0.3.1640029074
@mediapipe/control_utils ^0.6.1629159505
@mediapipe/drawing_utils ^0.3.1620248257
@mediapipe/hands ^0.4.1646424915

examples/brownian/requirements.txt pypi

numpy *
plotly *
shiny *
shinywidgets *

.github/py-shiny/setup/action.yaml actions

actions/setup-python v4 composite

.github/workflows/build-docs.yaml actions

actions/checkout v3 composite
actions/setup-python v4 composite
quarto-dev/quarto-actions/setup v2 composite

.github/workflows/triage-issues.yaml actions

.github/workflows/verify-js-built.yaml actions

actions/checkout v2 composite
actions/setup-node v2 composite

js/package-lock.json npm

309 dependencies

js/package.json npm

@preact/compat ^17.1.2 development
@tanstack/react-virtual ^3.0.0-beta.54 development
@types/jquery ^3.5.16 development
@types/node ^20.2.5 development
@types/react ^18.0.33 development
@types/react-dom ^18.0.11 development
@types/rstudio-shiny git+https://git@github.com/rstudio/shiny.git#v1.7.4 development
@typescript-eslint/eslint-plugin ^5.59.7 development
@typescript-eslint/parser ^5.59.7 development
esbuild ^0.18.11 development
esbuild-sass-plugin ^2.9.0 development
eslint-plugin-react ^7.25.3 development
postcss ^8.4.24 development
postcss-modules ^6.0.0 development
preact ^10.15.1 development
prettier ^2.8.8 development
prettier-plugin-organize-imports ^3.2.2 development
react npm:@preact/compat@^17.1.2 development
react-dom npm:@preact/compat@^17.1.2 development
tsx ^3.12.7 development
typescript ^5.0.3 development
@tanstack/react-table ^8.9.3

examples/annotation-export/requirements.txt pypi

pandas *
seaborn *

examples/duckdb/requirements.txt pypi

duckdb *
pandas *
shiny *
shinyswatch ==0.2.3

examples/model-score/requirements.in pypi

pandas *
plotly *
shiny *
shinywidgets *

examples/model-score/requirements.txt pypi

anyio ==3.7.1
appdirs ==1.4.4
appnope ==0.1.3
asgiref ==3.7.2
asttokens ==2.2.1
backcall ==0.2.0
click ==8.1.6
comm ==0.1.3
contextvars ==2.4
debugpy ==1.6.7
decorator ==5.1.1
exceptiongroup ==1.1.2
executing ==1.2.0
h11 ==0.14.0
htmltools ==0.2.1
idna ==3.4
immutables ==0.19
ipykernel ==6.25.0
ipython ==8.14.0
ipywidgets ==8.0.7
jedi ==0.18.2
jupyter-client ==8.3.0
jupyter-core ==5.3.1
jupyterlab-widgets ==3.0.8
linkify-it-py ==2.0.2
markdown-it-py ==3.0.0
matplotlib-inline ==0.1.6
mdit-py-plugins ==0.4.0
mdurl ==0.1.2
nest-asyncio ==1.5.7
numpy ==1.25.1
packaging ==23.1
pandas ==2.0.3
parso ==0.8.3
pexpect ==4.8.0
pickleshare ==0.7.5
platformdirs ==3.9.1
plotly ==5.15.0
prompt-toolkit ==3.0.39
psutil ==5.9.5
ptyprocess ==0.7.0
pure-eval ==0.2.2
pygments ==2.15.1
python-dateutil ==2.8.2
python-multipart ==0.0.6
pytz ==2023.3
pyzmq ==25.1.0
shiny ==0.4.0
shinywidgets ==0.2.1
six ==1.16.0
sniffio ==1.3.0
stack-data ==0.6.2
starlette ==0.31.0
tenacity ==8.2.2
tornado ==6.3.2
traitlets ==5.9.0
typing-extensions ==4.7.1
tzdata ==2023.3
uc-micro-py ==1.0.2
uvicorn ==0.23.1
watchfiles ==0.19.0
wcwidth ==0.2.6
websockets ==11.0.3
widgetsnbextension ==4.0.8

examples/penguins/requirements.txt pypi

pandas *
seaborn *
shiny *
shinyswatch *

setup.py pypi

shiny/api-examples/todo_list/requirements.txt pypi

shinyswatch *

shiny

Science Score: 44.0%

Keywords from Contributors

Repository

Basic Info

Statistics

Metadata Files

README.md

Shiny for Python

Join the conversation

Getting started

First install htmltools, then shiny

Development

To disable:

pre-commit uninstall

To apply formatting fixes instead of erroring:

make check-fix

Rather than

pip install shiny

run:

Owner

Citation (CITATION.cff)

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

pypi.org: shiny

Rankings

Maintainers (2)

conda-forge.org: shiny

Rankings

Dependencies