10 Tools I Wish I Knew When I Started Working with Python

This page summarizes the projects mentioned and recommended in the original post on /r/Python
Python Packaging Environment Management HacktoberFest Debugging Tools

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  • py-spy

    Sampling profiler for Python programs

  • Poetry

    Python packaging and dependency management made easy

    A lot of the tooling mentioned appears to be little hacks around what Poetry gives you out of the box: virtualenvs, consolidated config, single point for versioning, easy publishing etc. The way they've got their Twine password hard coded into their pyproject.toml file... Please don't do this.

  • InfluxDB

    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.

  • yappi

    Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.

  • PDM

    A modern Python package and dependency manager supporting the latest PEP standards

  • Pipenv

    Python Development Workflow for Humans.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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