Log Analysis Python Packages

advertools

advertools - online marketing productivity and analysis tools

147K 1K 240

logparser3

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

12K 2K 580

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

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

log-essence

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

1K 1 0

logdissect

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

1K 158 23

loglead

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

660 30 3

anomalog

Orchestration-driven research framework for reproducible log anomaly detection pipelines

537 0 0

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.

452 0 0

absynthe

A (branching) Behaviour Synthesizer

319 8 3

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.

269 3 0

logpai

Log Analytics Powered by AI

257 2K 580

ailoganalyzer

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

158 49 19

loguru-cli

An interactive commandline interface that brings intelligence to your logs.

156 3 0

find-from-files

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

147 0 0

ansible-logviewer

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

145 0 0

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.

144 4 0

jsleekr-logpilot

Structured JSON log viewer and analyzer for the terminal

137 0 0

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.

137 1 0