What is your favorite ,most underrated 3rd party python module that made your programming 10 times more easier and less code ? so we can also try that out :-) .as a beginner , mine is pyinputplus

• redpanda

  2 28 4.3 Python

  Pandas-SQLAlchemy integration (by amancevice)

It’s definitely a little niche but it lets you take your existing SQLAlchemy ORM models and query them as DataFrames. pd.read_sql (as far as I know) takes raw SQL, but if you already have a whole ORM class with relations hooked up you can use the SQLAlchemy query syntax to get a DataFrame out. See the example here

• typer

  87 14,347 8.7 Python

  Typer, build great CLIs. Easy to code. Based on Python type hints.

I personally prefer typer. It makes clever use of python type hints.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• Python Fire

  37 26,309 6.8 Python

  Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

  

I started with click but found python fire to be so much easier to use.

• taskipy

  9 420 6.8 Python

  the complementary task runner for python

  

Taskipy

• zarr-python

  2 1,340 9.1 Python

  An implementation of chunked, compressed, N-dimensional arrays for Python.

  

Not so underrated but not so commonplace either: Zarr

• flatsplode

  1 17 4.7 Python

  Flatten/Explode JSON objects

I'll shamelessly share a couple I wrote that I'm proud of: flatsplode — flatten + explode nested JSON (works well with pandas) requests-iamauth — requests plugin for using AWS' sigv4 as an HTTP authorizer redpanda — a SQLAlchemy plugin for pulling SQL data as pandas dataframes

• requests-iamauth

  1 6 4.3 Python

  Use AWS SigV4 authorization with requests

I'll shamelessly share a couple I wrote that I'm proud of: flatsplode — flatten + explode nested JSON (works well with pandas) requests-iamauth — requests plugin for using AWS' sigv4 as an HTTP authorizer redpanda — a SQLAlchemy plugin for pulling SQL data as pandas dataframes

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• icecream

  41 8,459 5.6 Python

  🍦 Never use print() to debug again.

I found icecream in a post on this subreddit and still use it as an alternative to print for debugging.

• arrow

  11 8,555 4.0 Python

  🏹 Better dates & times for Python (by arrow-py)

  

Arrow makes dealing with dates and timezones way easier than the built-ins. Years ago I got sick of looking up how to use date types properly for the umpteenth time and found arrow, and now use it all the time.

• reloadium

  138 2,697 5.0 Python

  Hot Reloading and Profiling for Python

  

Reloadium - hot reloading

• Django-ORM

  2 296 0.0 Python

  Django-ORM-Standalone Template - Use the power of Django's database functionality in regular python scripts.

That's pretty sweet. I'm personally partial to the Django ORM and I really wish they had a ORM-only package for standalone use. You can just ignore everything not ORM related, but it would be nice to have a smaller/cleaner package too.

• sh

  24 6,855 6.8 Python

  Python process launching

Sh sh and outside python, watch watch

• UniversalWrapper

  2 5 0.0 Python

  A universal shell wrapper for Python

universalwrapper works great for that too, and support async commands

• PySnooper

  13 16,265 5.5 Python

  Never use print for debugging again

Found PySnooper the other day.

• convtools

  3 38 7.2 Python

  convtools is a specialized Python library for dynamic, declarative data transformations with automatic code generation

convtools - I built this to generate ad-hoc data converters, but now what I like the most about it is the functional approach.

• python-o365

  5 1,562 8.4 Python

  A simple python library to interact with Microsoft Graph and Office 365 API

  

Shout out to python-o365 and circuit-maintenance-parser. Narrow scopes but solve some difficult problems.

• circuit-maintenance-parser

  2 69 7.4 HTML

  Python library to parse circuit maintenances from network service providers.

  

Shout out to python-o365 and circuit-maintenance-parser. Narrow scopes but solve some difficult problems.

• NetworkX

  61 14,178 9.6 Python

  Network Analysis in Python

  

Networkx. The hard-to-find but very powerfull module for working with graphs (as in: 🕸️ networks, not as in: 📈📊 graphical charts).

• pudb

  19 2,874 7.1 Python

  Full-screen console debugger for Python

Two that I haven’t seen here and have saved me tons of time are pudb, a great debugger and petl a simple powerful ETL toolkit.

• xonsh

  112 8,006 8.9 Python

  :shell: Python-powered, cross-platform, Unix-gazing shell.

  

I prefer its inverse, xonsh.

• better-exceptions

  3 4,531 0.0 Python

  Pretty and useful exceptions in Python, automatically.

Maybe it's just for me, but my out of box experience with stackprinter is better than with better-exceptions, which has 4 times more stars on github.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Suggest a related project