com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelMonitoringConfig

All Implemented Interfaces:

ModelMonitoringConfigOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class ModelMonitoringConfig
extends com.google.protobuf.GeneratedMessageV3
implements ModelMonitoringConfigOrBuilder

 The model monitoring configuration used for Batch Prediction Job.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringConfig

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMonitoringConfig.Builder The model monitoring configuration used for Batch Prediction Job.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	ALERT_CONFIG_FIELD_NUMBER
static int	ANALYSIS_INSTANCE_SCHEMA_URI_FIELD_NUMBER
static int	OBJECTIVE_CONFIGS_FIELD_NUMBER
static int	STATS_ANOMALIES_BASE_DIRECTORY_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
ModelMonitoringAlertConfig	getAlertConfig() 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.
static ModelMonitoringConfig	getDefaultInstance()
ModelMonitoringConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
ModelMonitoringObjectiveConfig	getObjectiveConfigs(int index) 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.
com.google.protobuf.Parser<ModelMonitoringConfig>	getParserForType()
int	getSerializedSize()
GcsDestination	getStatsAnomaliesBaseDirectory() 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.
int	hashCode()
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()
static ModelMonitoringConfig.Builder	newBuilder()
static ModelMonitoringConfig.Builder	newBuilder(ModelMonitoringConfig prototype)
ModelMonitoringConfig.Builder	newBuilderForType()
protected ModelMonitoringConfig.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringConfig	parseDelimitedFrom(InputStream input)
static ModelMonitoringConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringConfig	parseFrom(byte[] data)
static ModelMonitoringConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringConfig	parseFrom(ByteBuffer data)
static ModelMonitoringConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringConfig	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringConfig	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringConfig	parseFrom(InputStream input)
static ModelMonitoringConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringConfig>	parser()
ModelMonitoringConfig.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

OBJECTIVE_CONFIGS_FIELD_NUMBER

public static final int OBJECTIVE_CONFIGS_FIELD_NUMBER

See Also:

Constant Field Values

ALERT_CONFIG_FIELD_NUMBER

public static final int ALERT_CONFIG_FIELD_NUMBER

See Also:

Constant Field Values

ANALYSIS_INSTANCE_SCHEMA_URI_FIELD_NUMBER

public static final int ANALYSIS_INSTANCE_SCHEMA_URI_FIELD_NUMBER

See Also:

Constant Field Values

STATS_ANOMALIES_BASE_DIRECTORY_FIELD_NUMBER

public static final int STATS_ANOMALIES_BASE_DIRECTORY_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

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

getObjectiveConfigsList

public List<ModelMonitoringObjectiveConfig> getObjectiveConfigsList()

 Model monitoring objective config.
 

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

Specified by:

getObjectiveConfigsList 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

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

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

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.

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.

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.

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

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static ModelMonitoringConfig parseFrom(ByteBuffer data)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringConfig parseFrom(ByteBuffer data,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringConfig parseFrom(com.google.protobuf.ByteString data)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringConfig parseFrom(com.google.protobuf.ByteString data,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringConfig parseFrom(byte[] data)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringConfig parseFrom(byte[] data,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringConfig parseFrom(InputStream input)
                                       throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringConfig parseFrom(InputStream input,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws IOException

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringConfig parseDelimitedFrom(InputStream input)
                                                throws IOException

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringConfig parseDelimitedFrom(InputStream input,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringConfig parseFrom(com.google.protobuf.CodedInputStream input)
                                       throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringConfig parseFrom(com.google.protobuf.CodedInputStream input,
                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                       throws IOException

Throws:

IOException

newBuilderForType

public ModelMonitoringConfig.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringConfig.Builder newBuilder()

newBuilder

public static ModelMonitoringConfig.Builder newBuilder(ModelMonitoringConfig prototype)

toBuilder

public ModelMonitoringConfig.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected ModelMonitoringConfig.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringConfig getDefaultInstance()

parser

public static com.google.protobuf.Parser<ModelMonitoringConfig> parser()

getParserForType

public com.google.protobuf.Parser<ModelMonitoringConfig> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public ModelMonitoringConfig getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder