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ImportFeatureValuesRequest
(
mapping
=
None
,
*
,
ignore_unknown_fields
=
False
,
**
kwargs
)
Request message for FeaturestoreService.ImportFeatureValues .
Attributes
Name | Description |
feature_time_field | str
Source column that holds the Feature timestamp for all Feature values in each entity. |
feature_time | google.protobuf.timestamp_pb2.Timestamp
Single Feature timestamp for all entities being imported. The timestamp must not have higher than millisecond precision. |
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. |
Inheritance
builtins.object > proto.message.Message > ImportFeatureValuesRequestClasses
FeatureSpec
FeatureSpec
(
mapping
=
None
,
*
,
ignore_unknown_fields
=
False
,
**
kwargs
)
Defines the Feature value(s) to import. .. attribute:: id
Required. ID of the Feature to import values of. This Feature must exist in the target EntityType, or the request will fail.
:type: str