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Top 23 Python Logging Projects
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Tools like Sentry support distributed tracing in over 15 languages, while Raygun offers deployment correlation to pinpoint issues [2].
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Project mention: Ask HN: C/C++ developer wanting to learn efficient Python | news.ycombinator.com | 2024-04-10
* https://github.com/gaogaotiantian/viztracer get a timeline of execution vs call-stack (great to discover what's happening deep inside pandas)
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Project mention: Complete Python Logging Guide: Best Practices & Implementation | dev.to | 2024-12-20
Structlog is excellent for structured logging with context:
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Project mention: Pydantic Logfire Switches from Timescale to Datafusion | news.ycombinator.com | 2024-08-29
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sentry-python About: The official Python SDK for Sentry.io, designed for application monitoring and error tracking. Pull Request
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Python
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openlit
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.
View on GitHub
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LME
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. (by cisagov)
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Some tools for model validation include Neptune AI, Kolena, and Censius.
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django-guid
Inject an ID into every log message from a Django request. ASGI compatible, integrates with Sentry, and works with Celery
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automatic_log_collector_and_analyzer
Replace Splunk in your small company with this one weird trick!
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Logging discussion
Python Logging related posts
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How to Deploy FastAPI to Render
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Loguru – Python logging made (stupidly) simple
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How to Fix an Error within Minutes with Sentry and GitAuto
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UAT: A Quick Overview
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Integrate Sentry into your Django project
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Complete Python Logging Guide: Best Practices & Implementation
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Show HN: Lightweight log viewer with Python-powered filtering and formatting
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A note from our sponsor - CodeRabbit
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Index
What are some of the best open-source Logging projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | Sentry | 40,267 |
| 2 | Loguru | 21,046 |
| 3 | PySnooper | 16,443 |
| 4 | sigma | 8,801 |
| 5 | viztracer | 6,173 |
| 6 | structlog | 3,824 |
| 7 | logfire | 2,818 |
| 8 | abseil-py | 2,333 |
| 9 | sentry-python | 1,972 |
| 10 | opentelemetry-python | 1,923 |
| 11 | logbook | 1,481 |
| 12 | snoop | 1,332 |
| 13 | openlit | 1,305 |
| 14 | Eliot | 1,128 |
| 15 | LME | 976 |
| 16 | python-colorlog | 907 |
| 17 | picologging | 697 |
| 18 | neptune-client | 603 |
| 19 | asgi-correlation-id | 470 |
| 20 | django-guid | 461 |
| 21 | automatic_log_collector_and_analyzer | 405 |
| 22 | EVTX-ETW-Resources | 363 |
| 23 | feather | 319 |
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