py-paramstream 0.0.3

Python interface to the R package paramstream for parameter-based run tracking in reproducible data analysis workflows

py-paramstream

Parameter-Based Run Tracking for Reproducible Data Analysis Workflows

A lightweight parameter-to-run identifier registry for deterministic result storage and retrieval in data analysis workflows.

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Description

py-paramstream provides utilities for recording analysis parameters and generating unique, parameter-derived run identifiers. Results can be stored using these identifiers and later retrieved by supplying the same parameter set. This enables lightweight reproducibility and consistent tracking of analysis outputs across workflow stages.

This package is a Python wrapper around the R package paramstream.

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Installation

You can install py-paramstream from PyPI with:

pip install py-paramstream

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System requirements

• Python >= 3.9
• R >= 4.0
• R package paramstream installed

You can install the R package paramstream from GitHub with:

remotes::install_github("benvallin/paramstream")

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