Interface ModelMonitoringConfigOrBuilder (3.0.0)

Version 3.0.0

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public interface ModelMonitoringConfigOrBuilder extends MessageOrBuilder

Implements

MessageOrBuilder

Methods

getAlertConfig()

public abstract ModelMonitoringAlertConfig getAlertConfig()

Model monitoring alert config.

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertConfig alert_config = 2;

Returns

Type	Description
ModelMonitoringAlertConfig	The alertConfig.

getAlertConfigOrBuilder()

public abstract ModelMonitoringAlertConfigOrBuilder getAlertConfigOrBuilder()

Model monitoring alert config.

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertConfig alert_config = 2;

Returns

Type	Description
ModelMonitoringAlertConfigOrBuilder

getAnalysisInstanceSchemaUri()

public abstract String getAnalysisInstanceSchemaUri()

YAML schema file uri in Cloud Storage describing the format of a single instance that you want Tensorflow Data Validation (TFDV) to analyze. If there are any data type differences between predict instance and TFDV instance, this field can be used to override the schema. For models trained with Vertex AI, this field must be set as all the fields in predict instance formatted as string.

string analysis_instance_schema_uri = 4;

Returns

Type	Description
String	The analysisInstanceSchemaUri.

getAnalysisInstanceSchemaUriBytes()

public abstract ByteString getAnalysisInstanceSchemaUriBytes()

YAML schema file uri in Cloud Storage describing the format of a single instance that you want Tensorflow Data Validation (TFDV) to analyze. If there are any data type differences between predict instance and TFDV instance, this field can be used to override the schema. For models trained with Vertex AI, this field must be set as all the fields in predict instance formatted as string.

string analysis_instance_schema_uri = 4;

Returns

Type	Description
ByteString	The bytes for analysisInstanceSchemaUri.

getObjectiveConfigs(int index)

public abstract ModelMonitoringObjectiveConfig getObjectiveConfigs(int index)

Model monitoring objective config.

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig objective_configs = 3;

Parameter

Name	Description
index	int

Returns

Type	Description
ModelMonitoringObjectiveConfig

getObjectiveConfigsCount()

public abstract int getObjectiveConfigsCount()

Model monitoring objective config.

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig objective_configs = 3;

Returns

Type	Description
int

getObjectiveConfigsList()

public abstract List<ModelMonitoringObjectiveConfig> getObjectiveConfigsList()

Model monitoring objective config.

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig objective_configs = 3;

Returns

Type	Description
List<ModelMonitoringObjectiveConfig>

getObjectiveConfigsOrBuilder(int index)

public abstract ModelMonitoringObjectiveConfigOrBuilder getObjectiveConfigsOrBuilder(int index)

Model monitoring objective config.

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig objective_configs = 3;

Parameter

Name	Description
index	int

Returns

Type	Description
ModelMonitoringObjectiveConfigOrBuilder

getObjectiveConfigsOrBuilderList()

public abstract List<? extends ModelMonitoringObjectiveConfigOrBuilder> getObjectiveConfigsOrBuilderList()

Model monitoring objective config.

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig objective_configs = 3;

Returns

Type	Description
List<? extends com.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfigOrBuilder>

hasAlertConfig()

public abstract boolean hasAlertConfig()

Model monitoring alert config.

.google.cloud.aiplatform.v1beta1.ModelMonitoringAlertConfig alert_config = 2;

Returns

Type	Description
boolean	Whether the alertConfig field is set.