Python logging made (stupidly) simple

Never use print for debugging again

Main Sigma Rule Repository

A debugging and profiling tool that can trace and visualize python code execution

Simple, powerful, and fast logging for Python.

Uncomplicated Observability for Python and beyond! 🪵🔥

Abseil Common Libraries (Python)

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / LLaMA Factory / Swift / Ultralytics / veRL / MMEngine / Keras etc.

OpenTelemetry Python API and SDK

Json Formatter for the standard python logger

A powerful set of Python debugging tools, based on PySnooper

Eliot: the logging system that tells you *why* it happened

Logging Made Easy (LME) is a no cost, open source platform that centralizes log collection, enhances threat detection, and enables real-time alerting, helping small to medium-sized organizations secure their infrastructure. LME Docs can be found at https://cisagov.github.io/lme-docs/docs/

Robust and effective logging for Python 2 and 3.

A colored formatter for the python logging module

Monitor Docker Logs and send Notifications

An optimized logging library for Python

Adds variables to python traceback. Simple, lightweight, controllable. Customize formats and colors. Debug reasons of exceptions by logging or pretty printing colorful variable contexts for each frame in a stacktrace, showing every value. Dump locals environments after errors to console, files, and loggers. Works in Jupyter too.

📘 The experiment tracker for foundation model training

Colored terminal output for Python's logging module