kedro
https://github.com/kedro-org/kedro
Python
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
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- Issues
- Database Connection Failure on AML clusters using kedro `ThreadRunner`
- Flexible node selection in `kedro run` command line syntax
- [DataCatalog]: Hard to to manage large catalogs
- [DataCatalog]: Interface to request specific properties from catalog and datasets
- [DataCatalog]: Make catalog a standalone package
- [DataCatalog]: Convert between dataset formats at the catalog level
- [DataCatalog]: Add a data schema evaluation mechanism
- Simplify setting credentials when switching between different environments
- Access dataset filepath via public API for file-backed datasets
- Research summary of insights for redesigning Kedro's data catalog API
- Docs
- Python not yet supported