datasetinto
Datasetinto is a data interchange framework and software ecosystem that aims to simplify the importing, transforming, and exporting of datasets across diverse data stores and analysis tools. It provides a common language for describing datasets and their provenance, enabling reproducible analysis and easier collaboration.
At its core, datasetinto defines a lightweight data model for datasets, including a dataset header with metadata,
The reference implementation typically comprises three layers: a core specification that formalizes the data model and
Key features include schema mapping and validation, lineage tracking, versioning, and transformation pipelines that can translate
Potential use cases include data cataloging, reproducible machine learning experiments, data sharing in research or enterprise
As a community project, datasetinto is governed by open-source principles with contribution guidelines, documentation, and example