Log Analysis Python Packages

advertools

advertools - online marketing productivity and analysis tools

wazuhcoverage

A small batch CLI for measuring coverage in Wazuh JSON archives.

logparser3

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

vamp-log-analyzer

Plataforma forense de análisis de logs multiplataforma — 25 detectores FORA, timeline, reconstrucción de sesiones, cadena de custodia, IOC export, mapeo MITRE ATT&CK — VampSecure Labs

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:

vamp-log-hunter

VampSecure Labs — Cazador de IoC en logs del sistema (nginx/auth/syslog)

nimble-triage

A PyPi package to pipe your logs through a local decision model (Ollama's Nimble): severity, category and needs-attention for every entry, computed on your machine.

jev-logtriage

Jev decides whether a batch of logs is worth acting on. Typed questions, confidence gates, nothing executed.

loglead

LogLead performs log loading, log enhancement, log feature engineering, log analysis, log anomaly detection also via MCP-server.

hearthstone-cli

面向 AI Agent 的炉石传说工具箱——组卡校验/卡组长图/对局面板解析/AI 军师监听 A Hearthstone toolbox for AI agents: deck building & validation, board parsing from game logs, and an AI advisor watcher

sigwood

Local-first threat hunting for the logs you already have: Zeek, Pi-hole, syslog or the systemd journal, CloudTrail. Every run names the technique behind each detector. No agent, no daemon, no black box - between grep and a SIEM.

vamp-forensic-query

Forensic SQL/log query engine — VampSecure Labs Security Research Division

syslog-postmortem

Turn journalctl and syslog into a ready-to-edit incident postmortem in seconds — timeline, failure patterns, cascading failures and action items.

ailog-cli

AI log triage for AOSP & Android Automotive — filters build/logcat noise, explains VHAL/CarService/framework errors with local (Ollama) or cloud AI

logreducer

Reduce GB-scale logs to a representative sample - streaming Python library and CLI with pattern mining and anomaly detection

boolean-query-parser

An efficient and flexible Python package for parsing and executing text queries with boolean operators. This library allows you to easily create complex search filters for textual data using an intuitive syntax.

bugdna

A lightweight library that converts noisy stack traces into deterministic failure signatures.

smartlog-tui

Fast terminal log analyser with cascading root-cause diagnostics

evtxtoelk

Load Windows Event Log (.evtx) files into Elasticsearch, or export them as JSON lines. Born on an offline threat hunt; rebuilt for Elasticsearch 9.

jevgrep-cli

CLI that filters logs and text by meaning using plain-English yes/no questions and Jev probabilities.

patchrail

Local-first maintainer automation: explain CI failures, queue agent work, and ship safer OSS releases.

absynthe

A (branching) Behaviour Synthesiser -- Simulates the generation of application or process logs, where multiple modules (or processes) can execute simultaneously, in a distributed deployment, and dump the log messages in an interleaved manner in a single log file.

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.

log-ai-compressor

本机日志取证层：每条结论带行号出处、可重读原文自校验；拿不出因果链就说证据不足。零出网，附 MCP Server / Agent Skill。