Yummy - delicious Feast extension
Yummy project adds possiblity to run Feast on multiple backends:
This gives flexibility in setting up the feature store on existing environments and using its capabilities. Moreover using Yummy you can combine multiple and different datasources during historical fetch task.
Sources/Backends | Spark | Polars | Dask | Ray |
---|---|---|---|---|
Iceberg Source | ✔️ | ❌ | ❌ | ❌ |
Delta Source | ✔️ | ✔️ | ✔️ | ✔️ |
Parquet Source | ✔️ | ✔️ | ✔️ | ✔️ |
CSV Source | ✔️ | ✔️ | ✔️ | ✔️ |
Why ?
Here is short explanation why we need yummy: