- 1.63.0 (latest)
- 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
Feature(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Feature Metadata information that describes an attribute of an entity type. For example, apple is an entity type, and color is a feature that describes apple.
Attributes
Name | Description |
name |
str
Immutable. Name of the Feature. Format: ``projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}`` The last part feature is assigned by the client. The feature can be up to 64 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9 starting with a letter. The value will be unique given an entity type. |
description |
str
Description of the Feature. |
value_type |
google.cloud.aiplatform_v1beta1.types.Feature.ValueType
Required. Immutable. Type of Feature value. |
create_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. Timestamp when this EntityType was created. |
update_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. Timestamp when this EntityType was most recently updated. |
labels |
Sequence[google.cloud.aiplatform_v1beta1.types.Feature.LabelsEntry]
Optional. The labels with user-defined metadata to organize your Features. 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 Feature (System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable. |
etag |
str
Used to perform a consistent read-modify- rite updates. If not set, a blind "overwrite" update happens. |
monitoring_config |
google.cloud.aiplatform_v1beta1.types.FeaturestoreMonitoringConfig
Optional. The custom monitoring configuration for this Feature, if not set, use the monitoring_config defined for the EntityType this Feature belongs to. If this is populated with [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis monitoring is disabled; if [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot analysis monitoring is enabled. Otherwise, snapshot analysis monitoring config is same as the EntityType's this Feature belongs to. |
monitoring_stats |
Sequence[google.cloud.aiplatform_v1beta1.types.FeatureStatsAnomaly]
Output only. A list of historical [Snapshot Analysis][google.cloud.aiplatform.master.FeaturestoreMonitoringConfig.SnapshotAnalysis] stats requested by user, sorted by FeatureStatsAnomaly.start_time descending. |
Inheritance
builtins.object > proto.message.Message > FeatureClasses
LabelsEntry
LabelsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)
The abstract base class for a message.
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 |
ValueType
ValueType(value)
An enum representing the value type of a feature.