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
- Create external documentation plugin
- Kedro tracebacks are overwhelming
- Create docs for best practices in Kedro pipeline deployment
- Provide a lightweight solution to speed up session reload or create new session
- Cannot override packed `*args` or `**kwargs` to an instance of a modular pipeline using the `pipeline()` wrapper
- Exposing load/save version in hooks or included these information in logs?
- Re-design io.core and io.data_catalog
- Document how users can use Ray with Kedro
- `_cli_hook_manager.enable_tracing()` causing error on some runs
- Document more advanced hook use cases
- Docs
- Python not yet supported