An experiment framework for Root Cause Analysis
Project description
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 lightweight SDK (for algorithm/sampler development)
uv add rcabench-platform
# Install with platform-internal tools (kubernetes, neo4j, clickhouse, etc.)
uv add "rcabench-platform[internal]"
# Install with analysis/visualization tools (matplotlib, plotly, etc.)
uv add "rcabench-platform[analysis]"
# Install everything (equivalent to the old monolithic install)
uv add "rcabench-platform[all]"
The base package includes only the SDK core for developing and evaluating RCA algorithms and trace samplers. Use optional dependency groups to install additional functionality:
[internal]— Platform server clients, cloud storage, dataset converters, SDG builder[analysis]— Visualization, statistical analysis, Streamlit dashboards[all]— All of the above
See Package Restructuring Plan for details.
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.
- Package Restructuring Plan: v3 directory structure, v2→v3 migration guide, and optional dependency groups.
Related Projects
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file rcabench_platform-0.4.19.tar.gz.
File metadata
- Download URL: rcabench_platform-0.4.19.tar.gz
- Upload date:
- Size: 439.0 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: uv/0.11.2 {"installer":{"name":"uv","version":"0.11.2","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2fb9f0b12a69f7aac9b5becd7ff7d7ccd5024d3622b258e4944c0773d4518c5f
|
|
| MD5 |
a3d3f94b8181f04ebd790d35af84eb90
|
|
| BLAKE2b-256 |
a892e1494fafa3a63c798448cc564329e5009d9186fdc063e066a7b5fa39c961
|
File details
Details for the file rcabench_platform-0.4.19-py3-none-any.whl.
File metadata
- Download URL: rcabench_platform-0.4.19-py3-none-any.whl
- Upload date:
- Size: 558.5 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: uv/0.11.2 {"installer":{"name":"uv","version":"0.11.2","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c04f4f27729d74ef1ae373534dfc66926fabd55627ffb3bdd34a8ffb7f0a4f75
|
|
| MD5 |
ee1350d0bd426216c314069e47d2dfc2
|
|
| BLAKE2b-256 |
dd5002765eddb1db1096d09d7697e9d3ea6f2f0c808a650bf8e669142a2f4fb0
|
