featurebyte.Feature.info¶

info(

verbose: bool=False

) -> Dict[str, Any]

Description¶

Returns a dictionary that summarizes the essential information of an Feature object. The dictionary contains the following keys:

created_at: The timestamp indicating when the Feature object was created.
name: The name of the Feature object.
updated_at: The timestamp indicating when the Feature object was last updated.
catalog_name: The catalog name of the Feature object.
primary_entity: Details about the primary entity of the Feature object.
entities: List of entities involved in the computation of the Feature object.
primary_table: Details about the primary table of the Feature object.
tables: List of tables involved in the computation of the Feature object.
default_version_mode: Indicates whether the default version mode is 'auto' or 'manual'.
version_count: The number of versions with the same feature namespace.
dtype: the data type of the Feature object.
default_feature_id: The unique identifier of the default version with the same feature namespace. This is the version returned by the catalog when only the object's feature namespace is used.
metadata: Summary of key operations.

Some information is provided for both the Feature object and the default version with the same feature namespace:

version: The version name.
readiness: The readiness state.
table_feature_job_setting: Details of the Feature Job setting of tables used by the feature.
table_cleaning_operation: Details of cleaning operations of table columns used by the feature.

This method is only available for Feature objects that are saved in the catalog.