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Data Science & ML
Analytics & Monitoring
Claude Pytorch Treehugger icon

Claude Pytorch Treehugger

Createdizaitsevfb

Facilitates interaction with the PyTorch HUD API, providing access to CI/CD data, job logs, and analytics.

NPM Package Github Repo

About

This library provides a Python interface and MCP server for interacting with the PyTorch HUD API, offering comprehensive tools for PyTorch CI/CD analytics. It enables data access for workflows, jobs, and test runs, efficient log analysis for large CI logs, ClickHouse query integration for analytics, and resource utilization metrics, streamlining the process of analyzing and understanding PyTorch CI/CD performance.

Key Features

  • Supports ClickHouse query integration for analytics.
  • Enables efficient log analysis for large CI logs.
  • Includes detailed failure information for failed jobs.
  • Provides data access for workflows, jobs, and test runs.
  • Offers resource utilization metrics.

Use Cases

  • Analyzing PyTorch CI/CD performance.
  • Troubleshooting failed jobs with detailed failure information.
  • Monitoring resource utilization of PyTorch CI/CD processes.