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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class FeatureView.
FeatureView is representation of values that the FeatureOnlineStore will serve based on its syncConfig.
Generated from protobuf message google.cloud.aiplatform.v1.FeatureView
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
data
array
Optional. Data for populating the Message object.
↳ big_query_source
Google\Cloud\AIPlatform\V1\FeatureView\BigQuerySource
Optional. Configures how data is supposed to be extracted from a BigQuery source to be loaded onto the FeatureOnlineStore.
↳ feature_registry_source
Google\Cloud\AIPlatform\V1\FeatureView\FeatureRegistrySource
Optional. Configures the features from a Feature Registry source that need to be loaded onto the FeatureOnlineStore.
↳ name
string
Identifier. Name of the FeatureView. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}
↳ create_time
↳ update_time
↳ etag
string
Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
↳ labels
array| Google\Protobuf\Internal\MapField
Optional. The labels with user-defined metadata to organize your FeatureViews. 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 FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
↳ sync_config
Google\Cloud\AIPlatform\V1\FeatureView\SyncConfig
Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.
getBigQuerySource
Optional. Configures how data is supposed to be extracted from a BigQuery source to be loaded onto the FeatureOnlineStore.
hasBigQuerySource
setBigQuerySource
Optional. Configures how data is supposed to be extracted from a BigQuery source to be loaded onto the FeatureOnlineStore.
$this
getFeatureRegistrySource
Optional. Configures the features from a Feature Registry source that need to be loaded onto the FeatureOnlineStore.
hasFeatureRegistrySource
setFeatureRegistrySource
Optional. Configures the features from a Feature Registry source that need to be loaded onto the FeatureOnlineStore.
$this
getName
Identifier. Name of the FeatureView. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}
string
setName
Identifier. Name of the FeatureView. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}
var
string
$this
getCreateTime
Output only. Timestamp when this FeatureView was created.
hasCreateTime
clearCreateTime
setCreateTime
Output only. Timestamp when this FeatureView was created.
$this
getUpdateTime
Output only. Timestamp when this FeatureView was last updated.
hasUpdateTime
clearUpdateTime
setUpdateTime
Output only. Timestamp when this FeatureView was last updated.
$this
getEtag
Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
string
setEtag
Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
var
string
$this
getLabels
Optional. The labels with user-defined metadata to organize your FeatureViews.
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 FeatureOnlineStore(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 FeatureViews.
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 FeatureOnlineStore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
$this
getSyncConfig
Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.
hasSyncConfig
clearSyncConfig
setSyncConfig
Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.
$this
getSource
string
