Log Parser Python Packages

aws-nuke-exporter

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

pycambia

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

logparser

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

hslog

Python module to parse Hearthstone Power.log files

logparser3

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

yscope-clp-core

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

logdissect

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

parsezeeklogs

Read Zeek (Bro) logs into typed Python records; convert to JSON or CSV, map to Elastic Common Schema, load into Elasticsearch.

capkit

Read CAN bus capture logs into one common frame stream in Python

log-essence

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

logpai

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

pylogparser

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

parsebrologs

Read Zeek (Bro) logs into typed Python records; convert to JSON or CSV, map to Elastic Common Schema, load into Elasticsearch.

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.

zero-log-parser

Updated log parser for Zero motorcycles. Supports Gen3 log files and TXT, CSV, and JSON output with structured data parsing for easy filtering.

gros-status

Data gathering agent status web application

tslogs

ThrottleStop logs parsers and visualizer