Skip to main content

Leveraging Large Language Models for Automated Test Results Analysis

Project description

FailTrace

Leveraging Large Language Models for Automated Test Results Analysis

PyPI version
Python Version


🌍 Overview

FailTrace helps developers and QA engineers analyze automated test results with Large Language Models (LLMs).
It builds dependency graphs, maps them with test execution logs, and generates interactive HTML reports with insights into failures.


✨ Features

  • Supports Python, Java, C#
  • Dependency graph visualization (PyVis + NetworkX)
  • Test log parsing (Pytest, JSON, TRX, …)
  • Interactive reports (HTML + CSS + JS)
  • Dry-run mode (no API calls)
  • CLI-first design for CI/CD

📦 Installation

pip install failtrace

⚡ Quickstart

Run the full pipeline:

python -m failtrace full -p ./your-source-code -l ./your-test-results.xml --open-report

Run in quick mode (reuse cached graph):

failtrace quick -p ./src -l ./results.json

📜 License

Licensed under the MIT License.


👩‍💻 Author

Mohadese Akhoondy

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

failtrace-0.7.2.tar.gz (56.2 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

failtrace-0.7.2-py3-none-any.whl (75.9 kB view details)

Uploaded Python 3

File details

Details for the file failtrace-0.7.2.tar.gz.

File metadata

  • Download URL: failtrace-0.7.2.tar.gz
  • Upload date:
  • Size: 56.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/2.1.4 CPython/3.12.2 Windows/11

File hashes

Hashes for failtrace-0.7.2.tar.gz
Algorithm Hash digest
SHA256 7ed7ca4f142fc13da3e457993af6a1ede3702cc3b5d8b4e8fba11a2a3b42dc6d
MD5 578e4f073181fe825a7b898a41a06579
BLAKE2b-256 74106971bbb65dda66c93144171e54821f01e406dfe350c017ab4fe9b5a8f2a1

See more details on using hashes here.

File details

Details for the file failtrace-0.7.2-py3-none-any.whl.

File metadata

  • Download URL: failtrace-0.7.2-py3-none-any.whl
  • Upload date:
  • Size: 75.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/2.1.4 CPython/3.12.2 Windows/11

File hashes

Hashes for failtrace-0.7.2-py3-none-any.whl
Algorithm Hash digest
SHA256 91b0f3aded0a7ba8b7bf33503b84ecf500891e47786adf62bf38b8355506ee87
MD5 3b99fec830b3193ed0a488bbc6305861
BLAKE2b-256 154637b8e65c22ff5dd95e402faac9b8a5597ebfefd6a26120a48ec96f40968f

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page