FeatureSetSpecification Class

Feature Set Specification

Inheritance

azure.ai.ml.entities._mixins.RestTranslatableMixin

FeatureSetSpecification

Constructor

FeatureSetSpecification(*, path: str | PathLike | None = None, **kwargs: Any)

Parameters

Name	Description
path Required	Optional[str] Specifies the feature set spec path to file. Defaults to None.
kwargs Required	dict A dictionary of additional configuration parameters.
path Required	str Specifies the spec path.

Keyword-Only Parameters

Name	Description
path Required

Examples

Using Feature Set Spec to create Feature Set

   from azure.ai.ml.entities import FeatureSet, FeatureSetSpecification

   transaction_fset_config = FeatureSet(
       name="transactions",
       version="1",
       description="7-day and 3-day rolling aggregation of transactions featureset",
       entities=["azureml:account:1"],
       stage="Development",
       specification=FeatureSetSpecification(
           path="../tests/test_configs/feature_set/code_sample/FeatureSetSpec.yaml"
       ),
       tags={"data_type": "nonPII"},
   )

   feature_set_poller = featurestore_client.feature_sets.begin_create_or_update(transaction_fset_config)
   print(feature_set_poller.result())