Log Analysis Python Packages

advertools

advertools - online marketing productivity and analysis tools

logparser3

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

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.

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:

logatory

Local log analysis with PII redaction, threat detection, anomaly detection and LLM-powered insights

anomalog

Orchestration-driven research framework for reproducible log anomaly detection pipelines

manastone-diag

Offline fault diagnosis assistant for the AgiBot X2 Ultra humanoid: drop in a log package, get a three-round reviewed diagnosis. Rules + causal inference + LLM agent.

logdissect

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

logdx-ci

Evaluate log reduction tools against the LogDx-CI corpus (35 real CI-failure cases) — pip install + 5-line Python = score vs 12 reference methods.

loghunter-cli

Local-first, transparent threat hunting for the logs you already have: Zeek, Pi-hole, syslog, CloudTrail. Names the technique behind every finding. No SIEM, no agent, no black box.

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.

loglead

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

jonq

Readable jq for JSON extraction and exploration

log-essence

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

threatlens-cli

Log Analysis & Threat Hunting CLI

mzgb

mzgb (mezgeb) — fast CLI for filtering very large log files. Means 'record' in Amharic.

absynthe

A (branching) Behaviour Synthesizer

multiagent-debugger

A multi-agent system for debugging API failures

seo-log-auditor

SEO crawl-audit Streamlit dashboard for nginx-ingress Googlebot logs

logpai

Log Analytics Powered by AI

hyperassist

AI training diagnostics and hyperparameter assistant.

find-from-files

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

ansible-logviewer

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

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.