Yummy

Separate yummy features into packages:

| Package | Description | Documentation | Youtube
| -------------- | ------------------------------------------------------------------------------------- | ----------------------------------- | --------------
| yummy[feast] | Yummy [feast](https://docs.feast.dev/) feature store extensions | [📄README](yummy) | 🎞[YT](https://www.youtube.com/watch?v=YinQxF4Gx54)
| yummy[features] | Yummy features server compatble with [Feast](https://docs.feast.dev/) feature store | [📄README](yummy-rs/yummy-features-py) | 🎞[YT](https://www.youtube.com/watch?v=lXCJLc3hWgY)
| yummy[mlflow] | Yummy [mlflow](https://www.mlflow.org/) models server | [📄README](yummy-rs/yummy-mlflow-py) | 🎞[YT](https://www.youtube.com/watch?v=rjNZ1RwBlCA)
| yummy[delta] | Yummy [delta lake](https://delta.io/) api | [📄README](yummy-rs/yummy-delta-py) | 🎞Soon

**Yummy** release 0.0.11.

**Yummy** release 0.0.10.

**Yummy** release 0.0.9.

Extend yummy with several rust 🦀componets.
Make yummy feast extension only one of component, remove feast and other libraries dependencies and make them optional.
Add yummy delta lake server functionality.
Separate yummy features into packages:

| Package | Description | Documentation | Youtube
| -------------- | ------------------------------------------------------------------------------------- | ----------------------------------- | --------------
| yummy[feast] | Yummy [feast](https://docs.feast.dev/) feature store extensions | [📄README](yummy) | 🎞[YT](https://www.youtube.com/watch?v=YinQxF4Gx54)
| yummy[features] | Yummy features server compatble with [Feast](https://docs.feast.dev/) feature store | [📄README](yummy-rs/yummy-features-py) | 🎞[YT](https://www.youtube.com/watch?v=lXCJLc3hWgY)
| yummy[mlflow] | Yummy [mlflow](https://www.mlflow.org/) models server | [📄README](yummy-rs/yummy-mlflow-py) | 🎞[YT](https://www.youtube.com/watch?v=rjNZ1RwBlCA)
| yummy[delta] | Yummy [delta lake](https://delta.io/) api | [📄README](yummy-rs/yummy-delta-py) | 🎞Soon

**Yummy** release 0.0.8.

Extend yummy with several rust 🦀componets.
Make yummy feast extension only one of component, remove feast and other libraries dependencies and make them optional.
Add yummy delta lake server functionality.
Separate yummy features into packages:

| Package | Description | Documentation | Youtube
| -------------- | ------------------------------------------------------------------------------------- | ----------------------------------- | --------------
| yummy[feast] | Yummy [feast](https://docs.feast.dev/) feature store extensions | [📄README](yummy) | 🎞[YT](https://www.youtube.com/watch?v=YinQxF4Gx54)
| yummy[features] | Yummy features server compatble with [Feast](https://docs.feast.dev/) feature store | [📄README](yummy-rs/yummy-features) | 🎞[YT](https://www.youtube.com/watch?v=lXCJLc3hWgY)
| yummy[mlflow] | Yummy [mlflow](https://www.mlflow.org/) models server | [📄README](yummy-rs/yummy-mlflow) | 🎞[YT](https://www.youtube.com/watch?v=rjNZ1RwBlCA)
| yummy[delta] | Yummy [delta lake](https://delta.io/) api | [📄README](yummy-rs/yummy-delta) | 🎞Soon

**Yummy** release 0.0.7.

Move yummy mlflow to separate `yummy-mlflow` package
`yummy-rs` will contain yummy feature server.
Both can be used from `yummy` package
eg.
`yummy serve -h 0.0.0.0 -p 8080 -f ./feature_store.yaml`

`yummy models serve -h 0.0.0.0 -p 8080 -m ./model`


| Sources/Backends | [Spark](https://www.yummyml.com/backends/spark) | [Polars](https://www.yummyml.com/backends/polars) | [Dask](https://www.yummyml.com/backends/dask) | [Ray](https://www.yummyml.com/backends/ray) |
| ------------- | ------------- | ------------- | ------------- | ------------- |
| [Iceberg Source](https://www.yummyml.com/sources/iceberg) | :heavy_check_mark: | :x: | :x: | :x: |
| [Delta Source](https://www.yummyml.com/sources/delta) | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: |
| [Parquet Source](https://www.yummyml.com/sources/parquet) | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: |
| [CSV Source](https://www.yummyml.com/sources/csv) | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: |