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.
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.
Installation
You can install py-paramstream from PyPI with:
pip install py-paramstream
System requirements
- Python >= 3.9
- R >= 4.0
- R package
paramstreaminstalled
You can install the R package paramstream from GitHub with:
remotes::install_github("benvallin/paramstream")
1 maintainer
Metadata
1 maintainer
Release files for py-paramstream 0.0.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| py_paramstream-0.0.3.tar.gz | 4.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| py_paramstream-0.0.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 10.5 kB
Release files / py_paramstream-0.0.3.tar.gz
| Download URL | py_paramstream-0.0.3.tar.gz |
|---|---|
| Size | 4.6 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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Release files / py_paramstream-0.0.3-py3-none-any.whl
| Download URL | py_paramstream-0.0.3-py3-none-any.whl |
|---|---|
| Size | 5.9 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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twine/6.2.0 CPython/3.10.0
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