com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringConfig.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>

com.google.cloud.aiplatform.v1beta1.ModelMonitoringConfig.Builder

All Implemented Interfaces:

ModelMonitoringConfigOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

ModelMonitoringConfig

public static final class ModelMonitoringConfig.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>
implements ModelMonitoringConfigOrBuilder

 The model monitoring configuration used for Batch Prediction Job.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringConfig

Method Summary

Modifier and Type	Method and Description
ModelMonitoringConfig.Builder	addAllObjectiveConfigs(Iterable<? extends ModelMonitoringObjectiveConfig> values) Model monitoring objective config.
ModelMonitoringConfig.Builder	addObjectiveConfigs(int index, ModelMonitoringObjectiveConfig.Builder builderForValue) Model monitoring objective config.
ModelMonitoringConfig.Builder	addObjectiveConfigs(int index, ModelMonitoringObjectiveConfig value) Model monitoring objective config.
ModelMonitoringConfig.Builder	addObjectiveConfigs(ModelMonitoringObjectiveConfig.Builder builderForValue) Model monitoring objective config.
ModelMonitoringConfig.Builder	addObjectiveConfigs(ModelMonitoringObjectiveConfig value) Model monitoring objective config.
ModelMonitoringObjectiveConfig.Builder	addObjectiveConfigsBuilder() Model monitoring objective config.
ModelMonitoringObjectiveConfig.Builder	addObjectiveConfigsBuilder(int index) Model monitoring objective config.
ModelMonitoringConfig.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
ModelMonitoringConfig	build()
ModelMonitoringConfig	buildPartial()
ModelMonitoringConfig.Builder	clear()
ModelMonitoringConfig.Builder	clearAlertConfig() Model monitoring alert config.
ModelMonitoringConfig.Builder	clearAnalysisInstanceSchemaUri() YAML schema file uri in Cloud Storage describing the format of a single instance that you want Tensorflow Data Validation (TFDV) to analyze.
ModelMonitoringConfig.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
ModelMonitoringConfig.Builder	clearObjectiveConfigs() Model monitoring objective config.
ModelMonitoringConfig.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
ModelMonitoringConfig.Builder	clearStatsAnomaliesBaseDirectory() A Google Cloud Storage location for batch prediction model monitoring to dump statistics and anomalies.
ModelMonitoringConfig.Builder	clone()
ModelMonitoringAlertConfig	getAlertConfig() Model monitoring alert config.
ModelMonitoringAlertConfig.Builder	getAlertConfigBuilder() Model monitoring alert config.
ModelMonitoringAlertConfigOrBuilder	getAlertConfigOrBuilder() Model monitoring alert config.
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.
com.google.protobuf.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.
ModelMonitoringConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
ModelMonitoringObjectiveConfig	getObjectiveConfigs(int index) Model monitoring objective config.
ModelMonitoringObjectiveConfig.Builder	getObjectiveConfigsBuilder(int index) Model monitoring objective config.
List<ModelMonitoringObjectiveConfig.Builder>	getObjectiveConfigsBuilderList() Model monitoring objective config.
int	getObjectiveConfigsCount() Model monitoring objective config.
List<ModelMonitoringObjectiveConfig>	getObjectiveConfigsList() Model monitoring objective config.
ModelMonitoringObjectiveConfigOrBuilder	getObjectiveConfigsOrBuilder(int index) Model monitoring objective config.
List<? extends ModelMonitoringObjectiveConfigOrBuilder>	getObjectiveConfigsOrBuilderList() Model monitoring objective config.
GcsDestination	getStatsAnomaliesBaseDirectory() A Google Cloud Storage location for batch prediction model monitoring to dump statistics and anomalies.
GcsDestination.Builder	getStatsAnomaliesBaseDirectoryBuilder() A Google Cloud Storage location for batch prediction model monitoring to dump statistics and anomalies.
GcsDestinationOrBuilder	getStatsAnomaliesBaseDirectoryOrBuilder() A Google Cloud Storage location for batch prediction model monitoring to dump statistics and anomalies.
boolean	hasAlertConfig() Model monitoring alert config.
boolean	hasStatsAnomaliesBaseDirectory() A Google Cloud Storage location for batch prediction model monitoring to dump statistics and anomalies.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
ModelMonitoringConfig.Builder	mergeAlertConfig(ModelMonitoringAlertConfig value) Model monitoring alert config.
ModelMonitoringConfig.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ModelMonitoringConfig.Builder	mergeFrom(com.google.protobuf.Message other)
ModelMonitoringConfig.Builder	mergeFrom(ModelMonitoringConfig other)
ModelMonitoringConfig.Builder	mergeStatsAnomaliesBaseDirectory(GcsDestination value) A Google Cloud Storage location for batch prediction model monitoring to dump statistics and anomalies.
ModelMonitoringConfig.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
ModelMonitoringConfig.Builder	removeObjectiveConfigs(int index) Model monitoring objective config.
ModelMonitoringConfig.Builder	setAlertConfig(ModelMonitoringAlertConfig.Builder builderForValue) Model monitoring alert config.
ModelMonitoringConfig.Builder	setAlertConfig(ModelMonitoringAlertConfig value) Model monitoring alert config.
ModelMonitoringConfig.Builder	setAnalysisInstanceSchemaUri(String value) YAML schema file uri in Cloud Storage describing the format of a single instance that you want Tensorflow Data Validation (TFDV) to analyze.
ModelMonitoringConfig.Builder	setAnalysisInstanceSchemaUriBytes(com.google.protobuf.ByteString value) YAML schema file uri in Cloud Storage describing the format of a single instance that you want Tensorflow Data Validation (TFDV) to analyze.
ModelMonitoringConfig.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
ModelMonitoringConfig.Builder	setObjectiveConfigs(int index, ModelMonitoringObjectiveConfig.Builder builderForValue) Model monitoring objective config.
ModelMonitoringConfig.Builder	setObjectiveConfigs(int index, ModelMonitoringObjectiveConfig value) Model monitoring objective config.
ModelMonitoringConfig.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
ModelMonitoringConfig.Builder	setStatsAnomaliesBaseDirectory(GcsDestination.Builder builderForValue) A Google Cloud Storage location for batch prediction model monitoring to dump statistics and anomalies.
ModelMonitoringConfig.Builder	setStatsAnomaliesBaseDirectory(GcsDestination value) A Google Cloud Storage location for batch prediction model monitoring to dump statistics and anomalies.
ModelMonitoringConfig.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Method Detail

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>

clear

public ModelMonitoringConfig.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>

getDefaultInstanceForType

public ModelMonitoringConfig getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ModelMonitoringConfig build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public ModelMonitoringConfig buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

clone

public ModelMonitoringConfig.Builder clone()

Specified by:

clone in interface com.google.protobuf.Message.Builder

Specified by:

clone in interface com.google.protobuf.MessageLite.Builder

Overrides:

clone in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>

setField

public ModelMonitoringConfig.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                              Object value)

Specified by:

setField in interface com.google.protobuf.Message.Builder

Overrides:

setField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>

clearField

public ModelMonitoringConfig.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)

Specified by:

clearField in interface com.google.protobuf.Message.Builder

Overrides:

clearField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>

clearOneof

public ModelMonitoringConfig.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)

Specified by:

clearOneof in interface com.google.protobuf.Message.Builder

Overrides:

clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>

setRepeatedField

public ModelMonitoringConfig.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                      int index,
                                                      Object value)

Specified by:

setRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>

addRepeatedField

public ModelMonitoringConfig.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                      Object value)

Specified by:

addRepeatedField in interface com.google.protobuf.Message.Builder

Overrides:

addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>

mergeFrom

public ModelMonitoringConfig.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ModelMonitoringConfig.Builder>

mergeFrom

public ModelMonitoringConfig.Builder mergeFrom(ModelMonitoringConfig other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>

mergeFrom

public ModelMonitoringConfig.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
                                               com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                        throws IOException

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ModelMonitoringConfig.Builder>

Throws:

IOException

getObjectiveConfigsList

public List<ModelMonitoringObjectiveConfig> getObjectiveConfigsList()

 Model monitoring objective config.
 

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

Specified by:

getObjectiveConfigsList in interface ModelMonitoringConfigOrBuilder

getObjectiveConfigsCount

public int getObjectiveConfigsCount()

 Model monitoring objective config.
 

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

Specified by:

getObjectiveConfigsCount in interface ModelMonitoringConfigOrBuilder

getObjectiveConfigs

public ModelMonitoringObjectiveConfig getObjectiveConfigs(int index)

 Model monitoring objective config.
 

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

Specified by:

getObjectiveConfigs in interface ModelMonitoringConfigOrBuilder

setObjectiveConfigs

public ModelMonitoringConfig.Builder setObjectiveConfigs(int index,
                                                         ModelMonitoringObjectiveConfig value)

 Model monitoring objective config.
 

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

setObjectiveConfigs

public ModelMonitoringConfig.Builder setObjectiveConfigs(int index,
                                                         ModelMonitoringObjectiveConfig.Builder builderForValue)

 Model monitoring objective config.
 

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

addObjectiveConfigs

public ModelMonitoringConfig.Builder addObjectiveConfigs(ModelMonitoringObjectiveConfig value)

 Model monitoring objective config.
 

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

addObjectiveConfigs

public ModelMonitoringConfig.Builder addObjectiveConfigs(int index,
                                                         ModelMonitoringObjectiveConfig value)

 Model monitoring objective config.
 

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

addObjectiveConfigs

public ModelMonitoringConfig.Builder addObjectiveConfigs(ModelMonitoringObjectiveConfig.Builder builderForValue)

 Model monitoring objective config.
 

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

addObjectiveConfigs

public ModelMonitoringConfig.Builder addObjectiveConfigs(int index,
                                                         ModelMonitoringObjectiveConfig.Builder builderForValue)

 Model monitoring objective config.
 

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

addAllObjectiveConfigs

public ModelMonitoringConfig.Builder addAllObjectiveConfigs(Iterable<? extends ModelMonitoringObjectiveConfig> values)

 Model monitoring objective config.
 

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

clearObjectiveConfigs

public ModelMonitoringConfig.Builder clearObjectiveConfigs()

 Model monitoring objective config.
 

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

removeObjectiveConfigs

public ModelMonitoringConfig.Builder removeObjectiveConfigs(int index)

 Model monitoring objective config.
 

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

getObjectiveConfigsBuilder

public ModelMonitoringObjectiveConfig.Builder getObjectiveConfigsBuilder(int index)

 Model monitoring objective config.
 

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

getObjectiveConfigsOrBuilder

public ModelMonitoringObjectiveConfigOrBuilder getObjectiveConfigsOrBuilder(int index)

 Model monitoring objective config.
 

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

Specified by:

getObjectiveConfigsOrBuilder in interface ModelMonitoringConfigOrBuilder

getObjectiveConfigsOrBuilderList

public List<? extends ModelMonitoringObjectiveConfigOrBuilder> getObjectiveConfigsOrBuilderList()

 Model monitoring objective config.
 

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

Specified by:

getObjectiveConfigsOrBuilderList in interface ModelMonitoringConfigOrBuilder

addObjectiveConfigsBuilder

public ModelMonitoringObjectiveConfig.Builder addObjectiveConfigsBuilder()

 Model monitoring objective config.
 

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

addObjectiveConfigsBuilder

public ModelMonitoringObjectiveConfig.Builder addObjectiveConfigsBuilder(int index)

 Model monitoring objective config.
 

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

getObjectiveConfigsBuilderList

public List<ModelMonitoringObjectiveConfig.Builder> getObjectiveConfigsBuilderList()

 Model monitoring objective config.
 

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

hasAlertConfig

public boolean hasAlertConfig()

 Model monitoring alert config.
 

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

Specified by:

hasAlertConfig in interface ModelMonitoringConfigOrBuilder

Returns:

Whether the alertConfig field is set.

getAlertConfig

public ModelMonitoringAlertConfig getAlertConfig()

 Model monitoring alert config.
 

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

Specified by:

getAlertConfig in interface ModelMonitoringConfigOrBuilder

Returns:

The alertConfig.

setAlertConfig

public ModelMonitoringConfig.Builder setAlertConfig(ModelMonitoringAlertConfig value)

 Model monitoring alert config.
 

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

setAlertConfig

public ModelMonitoringConfig.Builder setAlertConfig(ModelMonitoringAlertConfig.Builder builderForValue)

 Model monitoring alert config.
 

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

mergeAlertConfig

public ModelMonitoringConfig.Builder mergeAlertConfig(ModelMonitoringAlertConfig value)

 Model monitoring alert config.
 

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

clearAlertConfig

public ModelMonitoringConfig.Builder clearAlertConfig()

 Model monitoring alert config.
 

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

getAlertConfigBuilder

public ModelMonitoringAlertConfig.Builder getAlertConfigBuilder()

 Model monitoring alert config.
 

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

getAlertConfigOrBuilder

public ModelMonitoringAlertConfigOrBuilder getAlertConfigOrBuilder()

 Model monitoring alert config.
 

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

Specified by:

getAlertConfigOrBuilder in interface ModelMonitoringConfigOrBuilder

getAnalysisInstanceSchemaUri

public 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;

Specified by:

getAnalysisInstanceSchemaUri in interface ModelMonitoringConfigOrBuilder

Returns:

The analysisInstanceSchemaUri.

getAnalysisInstanceSchemaUriBytes

public com.google.protobuf.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;

Specified by:

getAnalysisInstanceSchemaUriBytes in interface ModelMonitoringConfigOrBuilder

Returns:

The bytes for analysisInstanceSchemaUri.

setAnalysisInstanceSchemaUri

public ModelMonitoringConfig.Builder setAnalysisInstanceSchemaUri(String value)

 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;

Parameters:

value - The analysisInstanceSchemaUri to set.

Returns:

This builder for chaining.

clearAnalysisInstanceSchemaUri

public ModelMonitoringConfig.Builder clearAnalysisInstanceSchemaUri()

 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:

This builder for chaining.

setAnalysisInstanceSchemaUriBytes

public ModelMonitoringConfig.Builder setAnalysisInstanceSchemaUriBytes(com.google.protobuf.ByteString value)

 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;

Parameters:

value - The bytes for analysisInstanceSchemaUri to set.

Returns:

This builder for chaining.

hasStatsAnomaliesBaseDirectory

public boolean hasStatsAnomaliesBaseDirectory()

 A Google Cloud Storage location for batch prediction model monitoring to
 dump statistics and anomalies.
 If not provided, a folder will be created in customer project to hold
 statistics and anomalies.
 

.google.cloud.aiplatform.v1beta1.GcsDestination stats_anomalies_base_directory = 5;

Specified by:

hasStatsAnomaliesBaseDirectory in interface ModelMonitoringConfigOrBuilder

Returns:

Whether the statsAnomaliesBaseDirectory field is set.

getStatsAnomaliesBaseDirectory

public GcsDestination getStatsAnomaliesBaseDirectory()

 A Google Cloud Storage location for batch prediction model monitoring to
 dump statistics and anomalies.
 If not provided, a folder will be created in customer project to hold
 statistics and anomalies.
 

.google.cloud.aiplatform.v1beta1.GcsDestination stats_anomalies_base_directory = 5;

Specified by:

getStatsAnomaliesBaseDirectory in interface ModelMonitoringConfigOrBuilder

Returns:

The statsAnomaliesBaseDirectory.

setStatsAnomaliesBaseDirectory

public ModelMonitoringConfig.Builder setStatsAnomaliesBaseDirectory(GcsDestination value)

 A Google Cloud Storage location for batch prediction model monitoring to
 dump statistics and anomalies.
 If not provided, a folder will be created in customer project to hold
 statistics and anomalies.
 

.google.cloud.aiplatform.v1beta1.GcsDestination stats_anomalies_base_directory = 5;

setStatsAnomaliesBaseDirectory

public ModelMonitoringConfig.Builder setStatsAnomaliesBaseDirectory(GcsDestination.Builder builderForValue)

 A Google Cloud Storage location for batch prediction model monitoring to
 dump statistics and anomalies.
 If not provided, a folder will be created in customer project to hold
 statistics and anomalies.
 

.google.cloud.aiplatform.v1beta1.GcsDestination stats_anomalies_base_directory = 5;

mergeStatsAnomaliesBaseDirectory

public ModelMonitoringConfig.Builder mergeStatsAnomaliesBaseDirectory(GcsDestination value)

 A Google Cloud Storage location for batch prediction model monitoring to
 dump statistics and anomalies.
 If not provided, a folder will be created in customer project to hold
 statistics and anomalies.
 

.google.cloud.aiplatform.v1beta1.GcsDestination stats_anomalies_base_directory = 5;

clearStatsAnomaliesBaseDirectory

public ModelMonitoringConfig.Builder clearStatsAnomaliesBaseDirectory()

 A Google Cloud Storage location for batch prediction model monitoring to
 dump statistics and anomalies.
 If not provided, a folder will be created in customer project to hold
 statistics and anomalies.
 

.google.cloud.aiplatform.v1beta1.GcsDestination stats_anomalies_base_directory = 5;

getStatsAnomaliesBaseDirectoryBuilder

public GcsDestination.Builder getStatsAnomaliesBaseDirectoryBuilder()

 A Google Cloud Storage location for batch prediction model monitoring to
 dump statistics and anomalies.
 If not provided, a folder will be created in customer project to hold
 statistics and anomalies.
 

.google.cloud.aiplatform.v1beta1.GcsDestination stats_anomalies_base_directory = 5;

getStatsAnomaliesBaseDirectoryOrBuilder

public GcsDestinationOrBuilder getStatsAnomaliesBaseDirectoryOrBuilder()

 A Google Cloud Storage location for batch prediction model monitoring to
 dump statistics and anomalies.
 If not provided, a folder will be created in customer project to hold
 statistics and anomalies.
 

.google.cloud.aiplatform.v1beta1.GcsDestination stats_anomalies_base_directory = 5;

Specified by:

getStatsAnomaliesBaseDirectoryOrBuilder in interface ModelMonitoringConfigOrBuilder

setUnknownFields

public final ModelMonitoringConfig.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

setUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>

mergeUnknownFields

public final ModelMonitoringConfig.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Specified by:

mergeUnknownFields in interface com.google.protobuf.Message.Builder

Overrides:

mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<ModelMonitoringConfig.Builder>