Log Parser Python Packages

logparser3

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

aws-nuke-exporter

A Python tool for parsing and exporting 'aws-nuke' output logs into structured JSON or CSV formats.

logparser

A tool for parsing Scrapy log files periodically and incrementally, extending the HTTP JSON API of Scrapyd.

pycambia

Python wrapper for compact disc ripper log checking utility cambia (https://github.com/arg274/cambia)

hslog

Python module to parse Hearthstone Power.log files

log-essence

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

logdissect

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

yscope-clp-core

Compressed Log Processor (CLP) is a free log management tool capable of compressing logs and searching the compressed logs without decompression.

logpai

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

pylogparser

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

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.

gros-status

Data gathering agent status web application

zero-log-parser

A modern parser for Zero Motorcycle log files with structured data extraction

tslogs

ThrottleStop logs parsers and visualizer.