Top 7 Python log-analysis Projects

scrapydweb

6 3,001 3.6 Python

Web app for Scrapyd cluster management, Scrapy log analysis & visualization, Auto packaging, Timer tasks, Monitor & Alert, and Mobile UI. DEMO :point_right:
logparser

2 1,431 7.5 Python

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

Project mention: Log2row: A tool that detects, extracts templates, and structures logs | news.ycombinator.com | 2023-10-06

You use GPT-4 to extract log patterns, does it really need LLM? There are more traditional approach such as https://github.com/logpai/logparser

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
advertools

1 1,055 9.2 Python

advertools - online marketing productivity and analysis tools
Log3C

1 169 0.0 Python

Log-based impactful problem identification using machine learning [FSE'18]
BeatLog

5 23 4.0 Python

BeatLog parses NGINX reverse proxy and fail2ban logs into readable tables and reports. Use BeatLog to assess server traffic and tailor fail2ban filters.

Project mention: Show up your code and and get a thoughtful feedback from 25+ years developer | /r/learnpython | 2023-12-08

tojson

2 5 0.0 Python

Convert text to JSON via regular expression.
LogParser

1 2 2.7 Python

A Log Parser, that create structured data from log files. (by ZigRazor)
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).