Class FeatureGroup (1.39.0)

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

Vertex AI Feature Group.

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

Attributes

Name

Description

big_query

 google.cloud.aiplatform_v1.types.FeatureGroup.BigQuery

Indicates that features for this group come from BigQuery Table/View. By default treats the source as a sparse time series source, which is required to have an entity_id and a feature_timestamp column in the source. This field is a member of oneof _ source .

name

str
Identifier. Name of the FeatureGroup. Format: projects/{project}/locations/{location}/featureGroups/{featureGroup}

create_time

google.protobuf.timestamp_pb2.Timestamp
Output only. Timestamp when this FeatureGroup was created.

update_time

google.protobuf.timestamp_pb2.Timestamp
Output only. Timestamp when this FeatureGroup was last updated.

etag

str
Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

labels

MutableMapping[str, str]
Optional. The labels with user-defined metadata to organize your FeatureGroup. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureGroup(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.

description

str
Optional. Description of the FeatureGroup.

Classes

BigQuery

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

Input source type for BigQuery Tables and Views.

LabelsEntry

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

The abstract base class for a message.

Parameters

Name

Description

kwargs

dict

Keys and values corresponding to the fields of the message.

mapping

Union[dict, .Message 
]

A dictionary or message to be used to determine the values for this message.

ignore_unknown_fields

Optional(bool)

If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.

Methods

FeatureGroup

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

Vertex AI Feature Group.

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