Joel

feat(datasets) Experimental - sqlframe datasets

2

## Description Leveraging [sqlframe](https://sqlframe.readthedocs.io/en/latest/) a new dataframe library which targets SQL backends (e.g. duckdb/bigquery/postgres) but exposes the PySpark API data frame syntax.... without the JVM or actually running Spark itself....

## Description Is your feature request related to a problem? A clear and concise description of what the problem is: "I'm always frustrated when ..." See user issue here: https://github.com/kedro-org/kedro-plugins/issues/884#issuecomment-2407032224...

docs: 📚 Add documentation on working with SQL in Kedro

2

## Description - 📝 Outline key concepts and assumptions for SQL usage - 📊 Describe approaches for integrating SQL, including Pandas SQL, Spark-JDBC, and Ibis - ✅ Highlight advantages and...

Add native support for Pydantic parameters to Kedro

12

## Introduction Introduce opt-in, backwards compatible support for Pydantic models to define, validate, and expose Kedro parameters. This improves type safety, developer experience, and would unlock integration with APIs, UI...