Class ModelMonitoringConfig (3.12.0)

public final class ModelMonitoringConfig extends GeneratedMessageV3 implements ModelMonitoringConfigOrBuilder

The model monitoring configuration used for Batch Prediction Job.

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringConfig

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringConfig

Implements

ModelMonitoringConfigOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

ALERT_CONFIG_FIELD_NUMBER

public static final int ALERT_CONFIG_FIELD_NUMBER

Field Value

Type	Description
`int`

ANALYSIS_INSTANCE_SCHEMA_URI_FIELD_NUMBER

public static final int ANALYSIS_INSTANCE_SCHEMA_URI_FIELD_NUMBER

Field Value

Type	Description
`int`

OBJECTIVE_CONFIGS_FIELD_NUMBER

public static final int OBJECTIVE_CONFIGS_FIELD_NUMBER

Field Value

Type	Description
`int`

STATS_ANOMALIES_BASE_DIRECTORY_FIELD_NUMBER

public static final int STATS_ANOMALIES_BASE_DIRECTORY_FIELD_NUMBER

Field Value

Type	Description
`int`

Static Methods

getDefaultInstance()

public static ModelMonitoringConfig getDefaultInstance()

Returns

Type	Description
`ModelMonitoringConfig`

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns

Type	Description
`Descriptor`

newBuilder()

public static ModelMonitoringConfig.Builder newBuilder()

Returns

Type	Description
`ModelMonitoringConfig.Builder`

newBuilder(ModelMonitoringConfig prototype)

public static ModelMonitoringConfig.Builder newBuilder(ModelMonitoringConfig prototype)

Parameter

Name	Description
`prototype`	`ModelMonitoringConfig`

Returns

Type	Description
`ModelMonitoringConfig.Builder`

parseDelimitedFrom(InputStream input)

public static ModelMonitoringConfig parseDelimitedFrom(InputStream input)

Parameter

Name	Description
`input`	`InputStream`

Returns

Type	Description
`ModelMonitoringConfig`

Exceptions

Type	Description
`IOException`

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`ModelMonitoringConfig`

Exceptions

Type	Description
`IOException`

parseFrom(byte[] data)

public static ModelMonitoringConfig parseFrom(byte[] data)

Parameter

Name	Description
`data`	`byte[]`

Returns

Type	Description
`ModelMonitoringConfig`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`data`	`byte[]`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`ModelMonitoringConfig`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data)

public static ModelMonitoringConfig parseFrom(ByteString data)

Parameter

Name	Description
`data`	`ByteString`

Returns

Type	Description
`ModelMonitoringConfig`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`data`	`ByteString`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`ModelMonitoringConfig`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(CodedInputStream input)

public static ModelMonitoringConfig parseFrom(CodedInputStream input)

Parameter

Name	Description
`input`	`CodedInputStream`

Returns

Type	Description
`ModelMonitoringConfig`

Exceptions

Type	Description
`IOException`

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`ModelMonitoringConfig`

Exceptions

Type	Description
`IOException`

parseFrom(InputStream input)

public static ModelMonitoringConfig parseFrom(InputStream input)

Parameter

Name	Description
`input`	`InputStream`

Returns

Type	Description
`ModelMonitoringConfig`

Exceptions

Type	Description
`IOException`

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`ModelMonitoringConfig`

Exceptions

Type	Description
`IOException`

parseFrom(ByteBuffer data)

public static ModelMonitoringConfig parseFrom(ByteBuffer data)

Parameter

Name	Description
`data`	`ByteBuffer`

Returns

Type	Description
`ModelMonitoringConfig`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`data`	`ByteBuffer`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`ModelMonitoringConfig`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parser()

public static Parser<ModelMonitoringConfig> parser()

Returns

Type	Description
`Parser<ModelMonitoringConfig>`

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter

Name	Description
`obj`	`Object`

Returns

Type	Description
`boolean`

Overrides

AbstractMessage.equals(Object other)

getAlertConfig()

public ModelMonitoringAlertConfig getAlertConfig()

Model monitoring alert config.

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

Returns

Type	Description
`ModelMonitoringAlertConfig`	The alertConfig.

getAlertConfigOrBuilder()

public ModelMonitoringAlertConfigOrBuilder getAlertConfigOrBuilder()

Model monitoring alert config.

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

Returns

Type	Description
`ModelMonitoringAlertConfigOrBuilder`

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;

Returns

Type	Description
`String`	The analysisInstanceSchemaUri.

getAnalysisInstanceSchemaUriBytes()

public ByteString getAnalysisInstanceSchemaUriBytes()

string analysis_instance_schema_uri = 4;

Returns

Type	Description
`ByteString`	The bytes for analysisInstanceSchemaUri.

getDefaultInstanceForType()

public ModelMonitoringConfig getDefaultInstanceForType()

Returns

Type	Description
`ModelMonitoringConfig`

getObjectiveConfigs(int index)

public 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 int getObjectiveConfigsCount()

Model monitoring objective config.

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

Returns

Type	Description
`int`

getObjectiveConfigsList()

public 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 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 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>`

getParserForType()

public Parser<ModelMonitoringConfig> getParserForType()

Returns

Type	Description
`Parser<ModelMonitoringConfig>`

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns

Type	Description
`int`

Overrides

GeneratedMessageV3.getSerializedSize()

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;

Returns

Type	Description
`GcsDestination`	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;

Returns

Type	Description
`GcsDestinationOrBuilder`

getUnknownFields()

public final UnknownFieldSet getUnknownFields()

Returns

Type	Description
`UnknownFieldSet`

Overrides

GeneratedMessageV3.getUnknownFields()

hasAlertConfig()

public boolean hasAlertConfig()

Model monitoring alert config.

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

Returns

Type	Description
`boolean`	Whether the alertConfig field is set.

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;

Returns

Type	Description
`boolean`	Whether the statsAnomaliesBaseDirectory field is set.

hashCode()

public int hashCode()

Returns

Type	Description
`int`

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns

Type	Description
`FieldAccessorTable`

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns

Type	Description
`boolean`

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public ModelMonitoringConfig.Builder newBuilderForType()

Returns

Type	Description
`ModelMonitoringConfig.Builder`

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ModelMonitoringConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter

Name	Description
`parent`	`BuilderParent`

Returns

Type	Description
`ModelMonitoringConfig.Builder`

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter

Name	Description
`unused`	`UnusedPrivateParameter`

Returns

Type	Description
`Object`

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public ModelMonitoringConfig.Builder toBuilder()

Returns

Type	Description
`ModelMonitoringConfig.Builder`

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter

Name	Description
`output`	`CodedOutputStream`

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions

Type	Description
`IOException`