Class ImportFeatureValuesRequest (1.21.0)

Version 1.21.0

• 1.85.0 (latest)
• 1.84.0
• 1.83.0
• 1.82.0
• 1.81.0
• 1.80.0
• 1.79.0
• 1.78.0
• 1.77.0
• 1.76.0
• 1.75.0
• 1.74.0
• 1.73.0
• 1.72.0
• 1.71.1
• 1.70.0
• 1.69.0
• 1.68.0
• 1.67.1
• 1.66.0
• 1.65.0
• 1.63.0
• 1.62.0
• 1.60.0
• 1.59.0
• 1.58.0
• 1.57.0
• 1.56.0
• 1.55.0
• 1.54.1
• 1.53.0
• 1.52.0
• 1.51.0
• 1.50.0
• 1.49.0
• 1.48.0
• 1.47.0
• 1.46.0
• 1.45.0
• 1.44.0
• 1.43.0
• 1.39.0
• 1.38.1
• 1.37.0
• 1.36.4
• 1.35.0
• 1.34.0
• 1.33.1
• 1.32.0
• 1.31.1
• 1.30.1
• 1.29.0
• 1.28.1
• 1.27.1
• 1.26.1
• 1.25.0
• 1.24.1
• 1.23.0
• 1.22.1
• 1.21.0
• 1.20.0
• 1.19.1
• 1.18.3
• 1.17.1
• 1.16.1
• 1.15.1
• 1.14.0
• 1.13.1
• 1.12.1
• 1.11.0
• 1.10.0
• 1.9.0
• 1.8.1
• 1.7.1
• 1.6.2
• 1.5.0
• 1.4.3
• 1.3.0
• 1.2.0
• 1.1.1
• 1.0.1
• 0.9.0
• 0.8.0
• 0.7.1
• 0.6.0
• 0.5.1
• 0.4.0
• 0.3.1

ImportFeatureValuesRequest(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Request message for FeaturestoreService.ImportFeatureValues.

This message has oneof_ fields (mutually exclusive fields). For each oneof, at most one member field can be set at the same time. Setting any member of the oneof automatically clears all other members.

.. _oneof: https://proto-plus-python.readthedocs.io/en/stable/fields.html#oneofs-mutually-exclusive-fields

Attributes

Name	Description
avro_source	google.cloud.aiplatform_v1beta1.types.AvroSource This field is a member of oneof_ source.
bigquery_source	google.cloud.aiplatform_v1beta1.types.BigQuerySource This field is a member of oneof_ source.
csv_source	google.cloud.aiplatform_v1beta1.types.CsvSource This field is a member of oneof_ source.
feature_time_field	str Source column that holds the Feature timestamp for all Feature values in each entity. This field is a member of oneof_ feature_time_source.
feature_time	google.protobuf.timestamp_pb2.Timestamp Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision. This field is a member of oneof_ feature_time_source.
entity_type	str Required. The resource name of the EntityType grouping the Features for which values are being imported. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}
entity_id_field	str Source column that holds entity IDs. If not provided, entity IDs are extracted from the column named entity_id.
feature_specs	Sequence[google.cloud.aiplatform_v1beta1.types.ImportFeatureValuesRequest.FeatureSpec] Required. Specifications defining which Feature values to import from the entity. The request fails if no feature_specs are provided, and having multiple feature_specs for one Feature is not allowed.
disable_online_serving	bool If set, data will not be imported for online serving. This is typically used for backfilling, where Feature generation timestamps are not in the timestamp range needed for online serving.
worker_count	int Specifies the number of workers that are used to write data to the Featurestore. Consider the online serving capacity that you require to achieve the desired import throughput without interfering with online serving. The value must be positive, and less than or equal to 100. If not set, defaults to using 1 worker. The low count ensures minimal impact on online serving performance.
disable_ingestion_analysis	bool If true, API doesn't start ingestion analysis pipeline.

Inheritance

builtins.object > proto.message.Message > ImportFeatureValuesRequest

Classes

FeatureSpec

FeatureSpec(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Defines the Feature value(s) to import.