hsfs.statistics #

[source] Statistics #

computation_time: int

Time at which the statistics were computed.

row_percentage: float

Percentage of data on which statistics were computed.

feature_descriptive_statistics: (
    list[FeatureDescriptiveStatistics] | None
)

List of feature descriptive statistics.

feature_group_id: int | None

Id of the feature group on whose data the statistics were computed.

feature_view_name: str | None

Name of the feature view whose query was used to retrieve the data on which the statistics were computed.

feature_view_version: int | None

Id of the feature view whose query was used to retrieve the data on which the statistics were computed.

window_start_commit_time: int | None

Start time of the window of data on which statistics were computed.

window_end_commit_time: int | None

End time of the window of data on which statistics were computed.

training_dataset_version: int | None

Version of the training dataset on which statistics were computed.

split_statistics: list[SplitStatistics] | None

List of statistics computed on each split of a training dataset.

before_transformation: bool

Whether or not the statistics were computed on feature values before applying model-dependent transformations.