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Log Analysis Python Packages

Python packages with the GitHub topic log-analysis. Sorted by relevance, with stars and monthly downloads.
eliasdabbas
advertools

advertools - online marketing productivity and analysis tools

150K 1K 240
logpai
logparser3

A machine learning toolkit for log parsing [ICSE'19, DSN'16]

12K 2K 580
my8100
scrapydweb

Web app for Scrapyd cluster management, Scrapy log analysis & visualization, Auto packaging, Timer tasks, Monitor & Alert, and Mobile UI. Docs 文档 :point_right:

2K 3K 583
duriantaco
jonq

Query JSON with SQL-like syntax. A readable jq alternative that generates pure jq under the hood. Table, CSV, YAML output. Interactive REPL. Pipes from curl, streams NDJSON logs.

2K 43 2
petebytes
log-essence

Intelligent log analysis for LLMs - extract patterns, redact secrets, compress, CLI, Web UI, and MCP server.

1K 1 0
dogoncouch
logdissect

CLI utility and Python module for analyzing log files and other data.

1K 158 23
EvoTestOps
loglead

LogLead performs log loading, log enhancement, log feature engineering, log analysis, log anomaly detection.

663 30 3
harens
anomalog

Orchestration-driven research framework for reproducible log anomaly detection pipelines

546 0 0
Nao-Intelligence
log-whisperer

CLI tool that detects new log patterns across Docker, Compose, systemd, and plain files — learns what's normal, alerts on what's not.

483 0 0
chaturv3di
absynthe

A (branching) Behaviour Synthesizer

314 8 3
LibSecSource
text-log-check

A Python package for analyzing, verifying, and monitoring text-based log files. Includes tools for file existence checks, log tail analysis, text searches, and more.

278 3 0
logpai
logpai

Log Analytics Powered by AI

260 2K 580
ixalodecte
ailoganalyzer

AI-Log-Analyzer is an open source toolkit, user friendly, based on deep-learning, for unstructured log anomaly detection.

169 49 19
VishApp
multiagent-debugger

A multi-agent system for debugging API failures

163 35 5
Loguru-AI
loguru-cli

An interactive commandline interface that brings intelligence to your logs.

154 3 0
zombat
ansible-logviewer

A fast, keyboard-driven terminal UI for exploring AWX/Ansible logs with multi-select filtering, error navigation, and collapsible sections.

153 0 0
diputs-sudo
hyperassist

A modular tool for analyzing machine learning training logs and hyperparameters. It helps developers and researchers gain insight into training dynamics, surface anomalies, and improve model performance through informed tuning.

152 4 0
kmcallorum
log-sculptor

A Python library for parsing unstructured logs by automatically learning patterns. Converts messy log files into structured data (JSON, SQLite, DuckDB, Parquet) with smart field naming, type detection, and drift detection.

146 1 0
JSLEEKR
jsleekr-logpilot

Structured JSON log viewer and analyzer for the terminal

145 0 0
jariikonen
find-from-files

Simple CLI application for searching keywords/phrases or regular expression patterns from text files.

142 0 0
ZigRazor
pylogparser

A Log Parser, that create structured data from log files.

132 2 2
logpai
loglizer

A machine learning toolkit for log-based anomaly detection [ISSRE'16]

111 1K 438
karadHub
jenkins-ai-optimizer

MCP server for Jenkins integration with AI assistants, providing build management, log analysis, and failure diagnostics.

103 3 1
fidacura
nginx-sqlize

A tool for importing Nginx logs into SQLite for easy querying and analysis.

65 0 0
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