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rcabench-platform

An experiment framework for Root Cause Analysis (RCA), supporting fast development of RCA algorithms and their evaluation on various datasets.

Installation

To add this package to another uv-managed project:

# Install basic package
uv add rcabench-platform

# Install with dataset analysis functionality
uv add "rcabench-platform[analysis]"

The analysis extra includes additional dependencies like graphviz and matplotlib needed for the dataset analysis features.

Documentation

  • User Guide: Complete guide for using rcabench-platform as both a console command and SDK.
  • Development Guide: How to set up the development environment and contribute to this project.
  • Specifications: Our design details about RCA algorithms and data formats.
  • Workflow References: How to use the functionalities of this project.
  • Maintenance: Guidelines for maintaining the project and release procedures.

Related Projects

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.4.46)

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for lincyaw from gravatar.com lincyaw Avatar for nugine0 from gravatar.com nugine0

Credits

Author: Nugine, Lincyaw, rainystevn1, YifanYang6

Requires

Python >=3.10

Provides Extra

analysis

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