class documentation

class InMemorySplitCacheJob(RetrivalJob, ModificationJob): (source)

View In Hierarchy

Undocumented

Async Method to_lazy_polars Undocumented
Async Method to_pandas Undocumented
Method with_dataset_index Undocumented
Class Variable dataset_index Undocumented
Class Variable dataset_sizes Undocumented
Class Variable splitter Undocumented
Instance Variable cached_data Undocumented
Instance Variable job Undocumented
Property fraction Undocumented

Inherited from RetrivalJob:

Static Method from_convertable Undocumented
Static Method from_dict Undocumented
Static Method from_lazy_function Undocumented
Static Method from_polars_df Undocumented
Method aggregate Undocumented
Method cache_raw_data Undocumented
Method cached_at Undocumented
Method chuncked Undocumented
Method combined_features Undocumented
Method derive_features Undocumented
Method describe Undocumented
Method drop_duplicate_entities Undocumented
Method drop_invalid Drops invalid row based on the defined features.
Method ensure_types Undocumented
Method fill_missing_columns Undocumented
Method filter Filters based on a condition referencing either a feature, a feature name, or an polars expression to filter on.
Method ignore_event_timestamp Undocumented
Method inject_store Undocumented
Method join Undocumented
Method join_asof Undocumented
Method listen_to_events Undocumented
Method log_each_job Undocumented
Method monitor_time_used Undocumented
Method on_load Undocumented
Method polars_method Undocumented
Method remove_derived_features Undocumented
Method rename Undocumented
Method return_invalid Undocumented
Method select Undocumented
Method select_columns Undocumented
Method split Undocumented
Async Method to_polars Undocumented
Method train_test Undocumented
Method train_test_validate Undocumented
Method transform_polars Undocumented
Method unique_entities Undocumented
Method unique_on Undocumented
Method unpack_embeddings Undocumented
Method update_vector_index Undocumented
Method validate_entites Undocumented
Method with_request Undocumented
Method with_subfeatures Undocumented
Method without_derived_features Undocumented
Async Method write_to_source Writes the output of the retrival job to the passed source.
Property loaded_columns Undocumented
Property request_result Undocumented
Property retrival_requests Undocumented

Inherited from ModificationJob (via RetrivalJob):

Method copy_with Undocumented
async def to_lazy_polars(self) -> pl.LazyFrame: (source)
async def to_pandas(self) -> pd.DataFrame: (source)
def with_dataset_index(self, dataset_index: int) -> InMemorySplitCacheJob: (source)

Undocumented

dataset_index: int = (source)

Undocumented

dataset_sizes: tuple[float, float] = (source)

Undocumented

splitter: Callable[[pl.DataFrame], tuple[pl.DataFrame, pl.DataFrame]] = (source)

Undocumented

cached_data: tuple[pl.DataFrame, pl.DataFrame] | None = (source)

Undocumented

Undocumented