Metadata-Version: 2.4
Name: py-paramstream
Version: 0.0.3
Summary: Python interface to the R package paramstream for parameter-based run tracking in reproducible data analysis workflows
Author-email: Benjamin Vallin <ben.vallin@gmail.com>
License: MIT License
        
        Copyright (c) 2026 Benjamin Vallin
        
        Permission is hereby granted, free of charge, to any person obtaining a copy
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        The above copyright notice and this permission notice shall be included in all
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        THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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Project-URL: Homepage, https://github.com/benvallin/py-paramstream
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: R
Classifier: Operating System :: OS Independent
Classifier: License :: OSI Approved :: MIT License
Classifier: Intended Audience :: Science/Research
Requires-Python: >=3.9
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: rpy2>=3.5
Requires-Dist: pandas>=1.5
Dynamic: license-file

# ***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:

```bash
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](https://github.com/) with:

```r
remotes::install_github("benvallin/paramstream")
```


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