aligned.retrival_job.PredictionJob

class documentation

class PredictionJob(RetrivalJob): (source)

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Undocumented

Method added_features Undocumented
Method describe Undocumented
Method filter Filters based on a condition referencing either a feature, a feature name, or an polars expression to filter on.
Async Method insert_into_output_source Undocumented
Method log_each_job Undocumented
Async Method overwrite_output_source Undocumented
Method remove_derived_features Undocumented
Async Method to_lazy_polars Undocumented
Async Method to_pandas Undocumented
Async Method upsert_into_output_source Undocumented
Class Variable job Undocumented
Class Variable model Undocumented
Class Variable output_requests Undocumented
Class Variable store Undocumented
Property request_result Undocumented
Property retrival_requests 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 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 ignore_event_timestamp Undocumented
Method inject_store Undocumented
Method join Undocumented
Method join_asof Undocumented
Method listen_to_events Undocumented
Method monitor_time_used Undocumented
Method on_load Undocumented
Method polars_method 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
def added_features(self) -> set[Feature]: (source)

Undocumented

def describe(self) -> str: (source)
overrides aligned.retrival_job.RetrivalJob.describe

Undocumented

def filter(self, condition: str | Feature | DerivedFeature | pl.Expr) -> RetrivalJob: (source)
overrides aligned.retrival_job.RetrivalJob.filter

Filters based on a condition referencing either a feature, a feature name, or an polars expression to filter on.

async def insert_into_output_source(self): (source)

Undocumented

def log_each_job(self, logger_func: Callable[[object], None] | None = None) -> RetrivalJob: (source)
overrides aligned.retrival_job.RetrivalJob.log_each_job

Undocumented

async def overwrite_output_source(self): (source)

Undocumented

def remove_derived_features(self) -> RetrivalJob: (source)
overrides aligned.retrival_job.RetrivalJob.remove_derived_features

Undocumented

async def to_lazy_polars(self) -> pl.LazyFrame: (source)
overrides aligned.retrival_job.RetrivalJob.to_lazy_polars

Undocumented

async def to_pandas(self) -> pd.DataFrame: (source)
overrides aligned.retrival_job.RetrivalJob.to_pandas

Undocumented

async def upsert_into_output_source(self): (source)

Undocumented

job: RetrivalJob = (source)

Undocumented

model: Model = (source)

Undocumented

output_requests: list[RetrivalRequest] = (source)

Undocumented

store: ContractStore = (source)

Undocumented

@property
request_result: RequestResult = (source)
overrides aligned.retrival_job.RetrivalJob.request_result

Undocumented

@property
retrival_requests: list[RetrivalRequest] = (source)
overrides aligned.retrival_job.RetrivalJob.retrival_requests

Undocumented