present-python

# move to https://github.com/stars/wasdee/lists/present-python

for simplicity and will auto generated this page based on the list instead

Present List of Python

A curated list of present Python frameworks, libraries, software and resources.

• Present Python
  • Basic
    • Package & Project Management
    • Logging
    • [Document & Report]
  • UI
    • Terminal TUI
    • Desktop GUI
    • Interactive
  • Web
    • Scaping
  • Data Science

Package & Project Management

Libraries for package dependency and project management.

Defaults

• pyenv - Use multiple python versions & kernals in hamony🤝.
• poetry - Application and Library Development Best Friends 👫.
• pipx - CLI User Best Friends 👫.

Alternatives

• dephell - A converter between all formats.
• conda - #DataSci Cross-platform, Python-agnostic binary package manager.
• virtualenv - A tool to create isolated Python environments.
• pipenv - Used to be my Application Development Best Friends 👫.

Project Templates

Templates and Libraries for creating one

Defaults

• TezRomacH's - Hypermodern python templates
• Fullstack Fastapi - Official Fullstack Fastapi
• cookiecutter - Solid project templating cli

Alternatives

• copier - Newcommer library in project templating

Data

JSON

Defaults

• orjson - a fast, correct JSON library for Python. build with rust ♥

Alternatives

Physical Data Extractor

OCR

Defaults

Alternatives

• EasyOCR - Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai.

QRCode

Generator

https://segno.readthedocs.io/en/stable/comparison-qrcode-libs.html

User Interface

Terminal TUI

• Libraries for create a good TUI a.k.a. CLI Terminal Console *

Quick & Dirty

Defaults

• fire - automatically generating (CLIs) from absolutely any Python object.
• https://github.com/rsalmei/alive-progress
• https://github.com/manrajgrover/halo
• https://github.com/pavdmyt/yaspin

Alternatives

Desktop GUI

Alternatives

• https://beeware.org/ - trying it

Elements

Defaults

• tqdm - a very good progress bar
• Cooked Input - a sensible Q/A

Alternatives

Logging

Libraries for generating and working with logs.

Defaults

• loguru - Python logging made (stupidly) simple. could be combo with notifiers
• ice cream - So cute and delicious, IceCream -- Never use print() to debug again

Alternatives

• sentry-python - Logging as-a-service by Sentry
• eliot - Logging that tells you why it happened
• logbook - Logging replacement for Python.

Scraping

Libraries for get data from a website.

Defaults

• gazpacho 🥫 - Replaces requests and BeautifulSoup for most projects.
• playwright - Solid browser automation, maintain by Microsoft.

Alternatives

• MechanicalSoup - similar to gazpacho #waitforeval

Documents & Reports

Libraries for generating and working with Documents & Reports.

Defaults

• docxtpl - Python logging made (stupidly) simple

Alternatives

• docassemble - Python logging made (stupidly) simple

Interactive

Libraries for generating and working with Documents & Reports.

Defaults

• streamlit - The fastest way to build custom ML tools.

Alternatives

• ipython widget - jupyter notebook/lab extension for visualization

Digital Actions

Financial and Investment

• cxxt - trade cryptocurrency, virtually in any exchanges.

Comunication

Send some messages to a human

Defaults

• notifiers - Send notification on multi-channels, slack, mailgun, twillio, pushover, ... .

Industry

Financial

Default

• https://github.com/man-group/arctic

Data Science

• https://github.com/cgnorthcutt/cleanlab

Text

• https://github.com/Bogdanp/cursive_re

Queue

• https://github.com/Bogdanp/dramatiq
• http://fauststream.com

Data Sci

• A Python library for unevenly-spaced time series analysis https://github.com/datascopeanalytics/traces

[Pending]

https://pypi.org/project/locate/

• plumbum - Shell In Python https://nicholasnadeau.me/post/2020/8/one-version-to-rule-them-all-keeping-your-python-package-version-number-in-sync-with-git-and-poetry/