com.google.cloud.aiplatform.v1beta1

Class ModelMonitor

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelMonitor

All Implemented Interfaces:

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

public final class ModelMonitor
extends com.google.protobuf.GeneratedMessageV3
implements ModelMonitorOrBuilder

 Vertex AI Model Monitoring Service serves as a central hub for the analysis
 and visualization of data quality and performance related to models.
 ModelMonitor stands as a top level resource for overseeing your model
 monitoring tasks.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitor

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMonitor.Builder Vertex AI Model Monitoring Service serves as a central hub for the analysis and visualization of data quality and performance related to models.
static class	ModelMonitor.DefaultObjectiveCase
static class	ModelMonitor.ModelMonitoringTarget The monitoring target refers to the entity that is subject to analysis.
static interface	ModelMonitor.ModelMonitoringTargetOrBuilder

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	CREATE_TIME_FIELD_NUMBER
static int	DISPLAY_NAME_FIELD_NUMBER
static int	EXPLANATION_SPEC_FIELD_NUMBER
static int	MODEL_MONITORING_SCHEMA_FIELD_NUMBER
static int	MODEL_MONITORING_TARGET_FIELD_NUMBER
static int	NAME_FIELD_NUMBER
static int	NOTIFICATION_SPEC_FIELD_NUMBER
static int	OUTPUT_SPEC_FIELD_NUMBER
static int	SATISFIES_PZI_FIELD_NUMBER
static int	SATISFIES_PZS_FIELD_NUMBER
static int	TABULAR_OBJECTIVE_FIELD_NUMBER
static int	TRAINING_DATASET_FIELD_NUMBER
static int	UPDATE_TIME_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)
com.google.protobuf.Timestamp	getCreateTime() Output only.
com.google.protobuf.TimestampOrBuilder	getCreateTimeOrBuilder() Output only.
static ModelMonitor	getDefaultInstance()
ModelMonitor	getDefaultInstanceForType()
ModelMonitor.DefaultObjectiveCase	getDefaultObjectiveCase()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getDisplayName() The display name of the ModelMonitor.
com.google.protobuf.ByteString	getDisplayNameBytes() The display name of the ModelMonitor.
ExplanationSpec	getExplanationSpec() Optional model explanation spec.
ExplanationSpecOrBuilder	getExplanationSpecOrBuilder() Optional model explanation spec.
ModelMonitoringSchema	getModelMonitoringSchema() Monitoring Schema is to specify the model's features, prediction outputs and ground truth properties.
ModelMonitoringSchemaOrBuilder	getModelMonitoringSchemaOrBuilder() Monitoring Schema is to specify the model's features, prediction outputs and ground truth properties.
ModelMonitor.ModelMonitoringTarget	getModelMonitoringTarget() The entity that is subject to analysis.
ModelMonitor.ModelMonitoringTargetOrBuilder	getModelMonitoringTargetOrBuilder() The entity that is subject to analysis.
String	getName() Immutable.
com.google.protobuf.ByteString	getNameBytes() Immutable.
ModelMonitoringNotificationSpec	getNotificationSpec() Optional default notification spec, it can be overridden in the ModelMonitoringJob notification spec.
ModelMonitoringNotificationSpecOrBuilder	getNotificationSpecOrBuilder() Optional default notification spec, it can be overridden in the ModelMonitoringJob notification spec.
ModelMonitoringOutputSpec	getOutputSpec() Optional default monitoring metrics/logs export spec, it can be overridden in the ModelMonitoringJob output spec.
ModelMonitoringOutputSpecOrBuilder	getOutputSpecOrBuilder() Optional default monitoring metrics/logs export spec, it can be overridden in the ModelMonitoringJob output spec.
com.google.protobuf.Parser<ModelMonitor>	getParserForType()
boolean	getSatisfiesPzi() Output only.
boolean	getSatisfiesPzs() Output only.
int	getSerializedSize()
ModelMonitoringObjectiveSpec.TabularObjective	getTabularObjective() Optional default tabular model monitoring objective.
ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder	getTabularObjectiveOrBuilder() Optional default tabular model monitoring objective.
ModelMonitoringInput	getTrainingDataset() Optional training dataset used to train the model.
ModelMonitoringInputOrBuilder	getTrainingDatasetOrBuilder() Optional training dataset used to train the model.
com.google.protobuf.Timestamp	getUpdateTime() Output only.
com.google.protobuf.TimestampOrBuilder	getUpdateTimeOrBuilder() Output only.
boolean	hasCreateTime() Output only.
boolean	hasExplanationSpec() Optional model explanation spec.
int	hashCode()
boolean	hasModelMonitoringSchema() Monitoring Schema is to specify the model's features, prediction outputs and ground truth properties.
boolean	hasModelMonitoringTarget() The entity that is subject to analysis.
boolean	hasNotificationSpec() Optional default notification spec, it can be overridden in the ModelMonitoringJob notification spec.
boolean	hasOutputSpec() Optional default monitoring metrics/logs export spec, it can be overridden in the ModelMonitoringJob output spec.
boolean	hasTabularObjective() Optional default tabular model monitoring objective.
boolean	hasTrainingDataset() Optional training dataset used to train the model.
boolean	hasUpdateTime() Output only.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitor.Builder	newBuilder()
static ModelMonitor.Builder	newBuilder(ModelMonitor prototype)
ModelMonitor.Builder	newBuilderForType()
protected ModelMonitor.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitor	parseDelimitedFrom(InputStream input)
static ModelMonitor	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitor	parseFrom(byte[] data)
static ModelMonitor	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitor	parseFrom(ByteBuffer data)
static ModelMonitor	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitor	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitor	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitor	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitor	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitor	parseFrom(InputStream input)
static ModelMonitor	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitor>	parser()
ModelMonitor.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

TABULAR_OBJECTIVE_FIELD_NUMBER

public static final int TABULAR_OBJECTIVE_FIELD_NUMBER

See Also:

Constant Field Values

NAME_FIELD_NUMBER

public static final int NAME_FIELD_NUMBER

See Also:

Constant Field Values

DISPLAY_NAME_FIELD_NUMBER

public static final int DISPLAY_NAME_FIELD_NUMBER

See Also:

Constant Field Values

MODEL_MONITORING_TARGET_FIELD_NUMBER

public static final int MODEL_MONITORING_TARGET_FIELD_NUMBER

See Also:

Constant Field Values

TRAINING_DATASET_FIELD_NUMBER

public static final int TRAINING_DATASET_FIELD_NUMBER

See Also:

Constant Field Values

NOTIFICATION_SPEC_FIELD_NUMBER

public static final int NOTIFICATION_SPEC_FIELD_NUMBER

See Also:

Constant Field Values

OUTPUT_SPEC_FIELD_NUMBER

public static final int OUTPUT_SPEC_FIELD_NUMBER

See Also:

Constant Field Values

EXPLANATION_SPEC_FIELD_NUMBER

public static final int EXPLANATION_SPEC_FIELD_NUMBER

See Also:

Constant Field Values

MODEL_MONITORING_SCHEMA_FIELD_NUMBER

public static final int MODEL_MONITORING_SCHEMA_FIELD_NUMBER

See Also:

Constant Field Values

CREATE_TIME_FIELD_NUMBER

public static final int CREATE_TIME_FIELD_NUMBER

See Also:

Constant Field Values

UPDATE_TIME_FIELD_NUMBER

public static final int UPDATE_TIME_FIELD_NUMBER

See Also:

Constant Field Values

SATISFIES_PZS_FIELD_NUMBER

public static final int SATISFIES_PZS_FIELD_NUMBER

See Also:

Constant Field Values

SATISFIES_PZI_FIELD_NUMBER

public static final int SATISFIES_PZI_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

getDefaultObjectiveCase

public ModelMonitor.DefaultObjectiveCase getDefaultObjectiveCase()

Specified by:

getDefaultObjectiveCase in interface ModelMonitorOrBuilder

hasTabularObjective

public boolean hasTabularObjective()

 Optional default tabular model monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 11;

Specified by:

hasTabularObjective in interface ModelMonitorOrBuilder

Returns:

Whether the tabularObjective field is set.

getTabularObjective

public ModelMonitoringObjectiveSpec.TabularObjective getTabularObjective()

 Optional default tabular model monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 11;

Specified by:

getTabularObjective in interface ModelMonitorOrBuilder

Returns:

The tabularObjective.

getTabularObjectiveOrBuilder

public ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder getTabularObjectiveOrBuilder()

 Optional default tabular model monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 11;

Specified by:

getTabularObjectiveOrBuilder in interface ModelMonitorOrBuilder

getName

public String getName()

 Immutable. Resource name of the ModelMonitor. Format:
 `projects/{project}/locations/{location}/modelMonitors/{model_monitor}`.
 

string name = 1 [(.google.api.field_behavior) = IMMUTABLE];

Specified by:

getName in interface ModelMonitorOrBuilder

Returns:

The name.

getNameBytes

public com.google.protobuf.ByteString getNameBytes()

 Immutable. Resource name of the ModelMonitor. Format:
 `projects/{project}/locations/{location}/modelMonitors/{model_monitor}`.
 

string name = 1 [(.google.api.field_behavior) = IMMUTABLE];

Specified by:

getNameBytes in interface ModelMonitorOrBuilder

Returns:

The bytes for name.

getDisplayName

public String getDisplayName()

 The display name of the ModelMonitor.
 The name can be up to 128 characters long and can consist of any UTF-8.
 

string display_name = 2;

Specified by:

getDisplayName in interface ModelMonitorOrBuilder

Returns:

The displayName.

getDisplayNameBytes

public com.google.protobuf.ByteString getDisplayNameBytes()

 The display name of the ModelMonitor.
 The name can be up to 128 characters long and can consist of any UTF-8.
 

string display_name = 2;

Specified by:

getDisplayNameBytes in interface ModelMonitorOrBuilder

Returns:

The bytes for displayName.

hasModelMonitoringTarget

public boolean hasModelMonitoringTarget()

 The entity that is subject to analysis.
 Currently only models in Vertex AI Model Registry are supported. If you
 want to analyze the model which is outside the Vertex AI, you could
 register a model in Vertex AI Model Registry using just a display name.
 

.google.cloud.aiplatform.v1beta1.ModelMonitor.ModelMonitoringTarget model_monitoring_target = 3;

Specified by:

hasModelMonitoringTarget in interface ModelMonitorOrBuilder

Returns:

Whether the modelMonitoringTarget field is set.

getModelMonitoringTarget

public ModelMonitor.ModelMonitoringTarget getModelMonitoringTarget()

 The entity that is subject to analysis.
 Currently only models in Vertex AI Model Registry are supported. If you
 want to analyze the model which is outside the Vertex AI, you could
 register a model in Vertex AI Model Registry using just a display name.
 

.google.cloud.aiplatform.v1beta1.ModelMonitor.ModelMonitoringTarget model_monitoring_target = 3;

Specified by:

getModelMonitoringTarget in interface ModelMonitorOrBuilder

Returns:

The modelMonitoringTarget.

getModelMonitoringTargetOrBuilder

public ModelMonitor.ModelMonitoringTargetOrBuilder getModelMonitoringTargetOrBuilder()

 The entity that is subject to analysis.
 Currently only models in Vertex AI Model Registry are supported. If you
 want to analyze the model which is outside the Vertex AI, you could
 register a model in Vertex AI Model Registry using just a display name.
 

.google.cloud.aiplatform.v1beta1.ModelMonitor.ModelMonitoringTarget model_monitoring_target = 3;

Specified by:

getModelMonitoringTargetOrBuilder in interface ModelMonitorOrBuilder

hasTrainingDataset

public boolean hasTrainingDataset()

 Optional training dataset used to train the model.
 It can serve as a reference dataset to identify changes in production.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput training_dataset = 10;

Specified by:

hasTrainingDataset in interface ModelMonitorOrBuilder

Returns:

Whether the trainingDataset field is set.

getTrainingDataset

public ModelMonitoringInput getTrainingDataset()

 Optional training dataset used to train the model.
 It can serve as a reference dataset to identify changes in production.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput training_dataset = 10;

Specified by:

getTrainingDataset in interface ModelMonitorOrBuilder

Returns:

The trainingDataset.

getTrainingDatasetOrBuilder

public ModelMonitoringInputOrBuilder getTrainingDatasetOrBuilder()

 Optional training dataset used to train the model.
 It can serve as a reference dataset to identify changes in production.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput training_dataset = 10;

Specified by:

getTrainingDatasetOrBuilder in interface ModelMonitorOrBuilder

hasNotificationSpec

public boolean hasNotificationSpec()

 Optional default notification spec, it can be overridden in the
 ModelMonitoringJob notification spec.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringNotificationSpec notification_spec = 12;

Specified by:

hasNotificationSpec in interface ModelMonitorOrBuilder

Returns:

Whether the notificationSpec field is set.

getNotificationSpec

public ModelMonitoringNotificationSpec getNotificationSpec()

 Optional default notification spec, it can be overridden in the
 ModelMonitoringJob notification spec.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringNotificationSpec notification_spec = 12;

Specified by:

getNotificationSpec in interface ModelMonitorOrBuilder

Returns:

The notificationSpec.

getNotificationSpecOrBuilder

public ModelMonitoringNotificationSpecOrBuilder getNotificationSpecOrBuilder()

 Optional default notification spec, it can be overridden in the
 ModelMonitoringJob notification spec.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringNotificationSpec notification_spec = 12;

Specified by:

getNotificationSpecOrBuilder in interface ModelMonitorOrBuilder

hasOutputSpec

public boolean hasOutputSpec()

 Optional default monitoring metrics/logs export spec, it can be overridden
 in the ModelMonitoringJob output spec.
 If not specified, a default Google Cloud Storage bucket will be created
 under your project.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringOutputSpec output_spec = 13;

Specified by:

hasOutputSpec in interface ModelMonitorOrBuilder

Returns:

Whether the outputSpec field is set.

getOutputSpec

public ModelMonitoringOutputSpec getOutputSpec()

 Optional default monitoring metrics/logs export spec, it can be overridden
 in the ModelMonitoringJob output spec.
 If not specified, a default Google Cloud Storage bucket will be created
 under your project.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringOutputSpec output_spec = 13;

Specified by:

getOutputSpec in interface ModelMonitorOrBuilder

Returns:

The outputSpec.

getOutputSpecOrBuilder

public ModelMonitoringOutputSpecOrBuilder getOutputSpecOrBuilder()

 Optional default monitoring metrics/logs export spec, it can be overridden
 in the ModelMonitoringJob output spec.
 If not specified, a default Google Cloud Storage bucket will be created
 under your project.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringOutputSpec output_spec = 13;

Specified by:

getOutputSpecOrBuilder in interface ModelMonitorOrBuilder

hasExplanationSpec

public boolean hasExplanationSpec()

 Optional model explanation spec. It is used for feature attribution
 monitoring.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 16;

Specified by:

hasExplanationSpec in interface ModelMonitorOrBuilder

Returns:

Whether the explanationSpec field is set.

getExplanationSpec

public ExplanationSpec getExplanationSpec()

 Optional model explanation spec. It is used for feature attribution
 monitoring.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 16;

Specified by:

getExplanationSpec in interface ModelMonitorOrBuilder

Returns:

The explanationSpec.

getExplanationSpecOrBuilder

public ExplanationSpecOrBuilder getExplanationSpecOrBuilder()

 Optional model explanation spec. It is used for feature attribution
 monitoring.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 16;

Specified by:

getExplanationSpecOrBuilder in interface ModelMonitorOrBuilder

hasModelMonitoringSchema

public boolean hasModelMonitoringSchema()

 Monitoring Schema is to specify the model's features, prediction outputs
 and ground truth properties. It is used to extract pertinent data from the
 dataset and to process features based on their properties.
 Make sure that the schema aligns with your dataset, if it does not, we will
 be unable to extract data from the dataset.
 It is required for most models, but optional for Vertex AI AutoML Tables
 unless the schem information is not available.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringSchema model_monitoring_schema = 9;

Specified by:

hasModelMonitoringSchema in interface ModelMonitorOrBuilder

Returns:

Whether the modelMonitoringSchema field is set.

getModelMonitoringSchema

public ModelMonitoringSchema getModelMonitoringSchema()

 Monitoring Schema is to specify the model's features, prediction outputs
 and ground truth properties. It is used to extract pertinent data from the
 dataset and to process features based on their properties.
 Make sure that the schema aligns with your dataset, if it does not, we will
 be unable to extract data from the dataset.
 It is required for most models, but optional for Vertex AI AutoML Tables
 unless the schem information is not available.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringSchema model_monitoring_schema = 9;

Specified by:

getModelMonitoringSchema in interface ModelMonitorOrBuilder

Returns:

The modelMonitoringSchema.

getModelMonitoringSchemaOrBuilder

public ModelMonitoringSchemaOrBuilder getModelMonitoringSchemaOrBuilder()

 Monitoring Schema is to specify the model's features, prediction outputs
 and ground truth properties. It is used to extract pertinent data from the
 dataset and to process features based on their properties.
 Make sure that the schema aligns with your dataset, if it does not, we will
 be unable to extract data from the dataset.
 It is required for most models, but optional for Vertex AI AutoML Tables
 unless the schem information is not available.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringSchema model_monitoring_schema = 9;

Specified by:

getModelMonitoringSchemaOrBuilder in interface ModelMonitorOrBuilder

hasCreateTime

public boolean hasCreateTime()

 Output only. Timestamp when this ModelMonitor was created.
 

.google.protobuf.Timestamp create_time = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

hasCreateTime in interface ModelMonitorOrBuilder

Returns:

Whether the createTime field is set.

getCreateTime

public com.google.protobuf.Timestamp getCreateTime()

 Output only. Timestamp when this ModelMonitor was created.
 

.google.protobuf.Timestamp create_time = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getCreateTime in interface ModelMonitorOrBuilder

Returns:

The createTime.

getCreateTimeOrBuilder

public com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()

 Output only. Timestamp when this ModelMonitor was created.
 

.google.protobuf.Timestamp create_time = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getCreateTimeOrBuilder in interface ModelMonitorOrBuilder

hasUpdateTime

public boolean hasUpdateTime()

 Output only. Timestamp when this ModelMonitor was updated most recently.
 

.google.protobuf.Timestamp update_time = 7 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

hasUpdateTime in interface ModelMonitorOrBuilder

Returns:

Whether the updateTime field is set.

getUpdateTime

public com.google.protobuf.Timestamp getUpdateTime()

 Output only. Timestamp when this ModelMonitor was updated most recently.
 

.google.protobuf.Timestamp update_time = 7 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getUpdateTime in interface ModelMonitorOrBuilder

Returns:

The updateTime.

getUpdateTimeOrBuilder

public com.google.protobuf.TimestampOrBuilder getUpdateTimeOrBuilder()

 Output only. Timestamp when this ModelMonitor was updated most recently.
 

.google.protobuf.Timestamp update_time = 7 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getUpdateTimeOrBuilder in interface ModelMonitorOrBuilder

getSatisfiesPzs

public boolean getSatisfiesPzs()

 Output only. Reserved for future use.
 

bool satisfies_pzs = 17 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getSatisfiesPzs in interface ModelMonitorOrBuilder

Returns:

The satisfiesPzs.

getSatisfiesPzi

public boolean getSatisfiesPzi()

 Output only. Reserved for future use.
 

bool satisfies_pzi = 18 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getSatisfiesPzi in interface ModelMonitorOrBuilder

Returns:

The satisfiesPzi.

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 ModelMonitor parseFrom(ByteBuffer data)
                              throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitor parseFrom(InputStream input)
                              throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelMonitor parseDelimitedFrom(InputStream input)
                                       throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelMonitor.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitor.Builder newBuilder()

newBuilder

public static ModelMonitor.Builder newBuilder(ModelMonitor prototype)

toBuilder

public ModelMonitor.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitor getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ModelMonitor> 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 ModelMonitor getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder