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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class Feature.
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.
Generated from protobuf message google.cloud.aiplatform.v1.Feature
Methods
__construct
Constructor.
data
array
Optional. Data for populating the Message object.
↳ name
string
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
string
Description of the Feature.
↳ value_type
int
Required. Immutable. Type of Feature value.
↳ create_time
↳ update_time
↳ labels
array| Google\Protobuf\Internal\MapField
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
string
Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
↳ disable_monitoring
bool
Optional. If not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type ( Feature.ValueType ) BOOL, STRING, DOUBLE or INT64 can enable monitoring. If set to true, all types of data monitoring are disabled despite the config on EntityType.
↳ monitoring_stats_anomalies
array< Google\Cloud\AIPlatform\V1\Feature\MonitoringStatsAnomaly
>
Output only. The list of historical stats and anomalies with specified objectives.
getName
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.
string
setName
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.
var
string
$this
getDescription
Description of the Feature.
string
setDescription
Description of the Feature.
var
string
$this
getValueType
Required. Immutable. Type of Feature value.
int
setValueType
Required. Immutable. Type of Feature value.
var
int
$this
getCreateTime
Output only. Timestamp when this EntityType was created.
hasCreateTime
clearCreateTime
setCreateTime
Output only. Timestamp when this EntityType was created.
$this
getUpdateTime
Output only. Timestamp when this EntityType was most recently updated.
hasUpdateTime
clearUpdateTime
setUpdateTime
Output only. Timestamp when this EntityType was most recently updated.
$this
getLabels
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.
setLabels
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.
$this
getEtag
Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
string
setEtag
Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
var
string
$this
getDisableMonitoring
Optional. If not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type ( Feature.ValueType ) BOOL, STRING, DOUBLE or INT64 can enable monitoring.
If set to true, all types of data monitoring are disabled despite the config on EntityType.
bool
setDisableMonitoring
Optional. If not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type ( Feature.ValueType ) BOOL, STRING, DOUBLE or INT64 can enable monitoring.
If set to true, all types of data monitoring are disabled despite the config on EntityType.
var
bool
$this
getMonitoringStatsAnomalies
Output only. The list of historical stats and anomalies with specified objectives.
setMonitoringStatsAnomalies
Output only. The list of historical stats and anomalies with specified objectives.
$this
