hey, just to confirm there is no

AbstractDataset

predefined currently for polars to delta table? would something like this do the job?

class PolarsDeltaDataset(AbstractDataset):
    def __init__(self, filepath: str, mode: str = "append"):
        self.filepath = filepath
        self.mode = mode

    def _load(self) -> pl.DataFrame:
        return pl.read_delta(self.filepath)

    def _save(self, data: pl.DataFrame) -> None:
        write_deltalake(
            self.filepath,
            data,
            mode=self.mode
        )

    def _describe(self):
        return dict(
            filepath=self.filepath,
            mode=self.mode
        )

We don't currently have a Polars to DeltaTable dataset. I think this implementation should work, if all you need to do is save your dataframe as a deltatable.

@Nok Lam Chan if there is, it isnt listed here https://docs.kedro.org/projects/kedro-datasets/en/kedro-datasets-2.0.0.post1/api/kedro_datasets.html