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26 lines (26 loc) · 1.1 KB
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cff-version: 1.2.0
message: "If you use this software in your research, please cite it as below."
authors:
- family-names: Hiremath
given-names: Prakul
title: "flashback: Git for Datasets — time-travel debugging and transformation lineage tracking for pandas & Polars"
version: 0.1.0 # Replace with your current release version if applicable
date-released: 2026-05-29
url: "https://github.com/prakulhiremath/flashback"
repository-code: "https://github.com/prakulhiremath/flashback"
license: MIT
keywords:
- "data lineage"
- "reproducibility"
- "pandas"
- "polars"
- "time-travel debugging"
- "data science"
- "machine learning"
- "dataframe versioning"
abstract: >-
flashback is an in-memory data versioning and lineage tracking tool for pandas and
Polars. It wraps dataframes in a proxy layer to capture operations as a Directed
Acyclic Graph (DAG) using deterministic SHA-256 hashing. It provides data scientists
and ML researchers with structural diffing, instant time-travel checkouts, and terminal-based
visualizations without the heavy overhead of file-based orchestration systems.