Class ModelMonitoringInput (3.44.0)

Version 3.44.0

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public final class ModelMonitoringInput extends GeneratedMessageV3 implements ModelMonitoringInputOrBuilder

Model monitoring data input spec.

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringInput

Inheritance

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

Implements

ModelMonitoringInputOrBuilder

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)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)

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)

com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)

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)

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(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

BATCH_PREDICTION_OUTPUT_FIELD_NUMBER

public static final int BATCH_PREDICTION_OUTPUT_FIELD_NUMBER

Field Value
Type	Description
int

COLUMNIZED_DATASET_FIELD_NUMBER

public static final int COLUMNIZED_DATASET_FIELD_NUMBER

Field Value
Type	Description
int

TIME_INTERVAL_FIELD_NUMBER

public static final int TIME_INTERVAL_FIELD_NUMBER

Field Value
Type	Description
int

TIME_OFFSET_FIELD_NUMBER

public static final int TIME_OFFSET_FIELD_NUMBER

Field Value
Type	Description
int

VERTEX_ENDPOINT_LOGS_FIELD_NUMBER

public static final int VERTEX_ENDPOINT_LOGS_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static ModelMonitoringInput getDefaultInstance()

Returns
Type	Description
ModelMonitoringInput

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static ModelMonitoringInput.Builder newBuilder()

Returns
Type	Description
ModelMonitoringInput.Builder

newBuilder(ModelMonitoringInput prototype)

public static ModelMonitoringInput.Builder newBuilder(ModelMonitoringInput prototype)

Parameter
Name	Description
prototype	ModelMonitoringInput

Returns
Type	Description
ModelMonitoringInput.Builder

parseDelimitedFrom(InputStream input)

public static ModelMonitoringInput parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ModelMonitoringInput

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringInput parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringInput

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static ModelMonitoringInput parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
ModelMonitoringInput

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

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

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringInput

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static ModelMonitoringInput parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
ModelMonitoringInput

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringInput parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringInput

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static ModelMonitoringInput parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
ModelMonitoringInput

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringInput parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringInput

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static ModelMonitoringInput parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ModelMonitoringInput

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringInput parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringInput

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static ModelMonitoringInput parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
ModelMonitoringInput

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringInput parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringInput

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<ModelMonitoringInput> parser()

Returns
Type	Description
Parser<ModelMonitoringInput>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
obj	Object

Returns
Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getBatchPredictionOutput()

public ModelMonitoringInput.BatchPredictionOutput getBatchPredictionOutput()

Vertex AI Batch prediction Job.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput.BatchPredictionOutput batch_prediction_output = 2;

Returns
Type	Description
ModelMonitoringInput.BatchPredictionOutput	The batchPredictionOutput.

getBatchPredictionOutputOrBuilder()

public ModelMonitoringInput.BatchPredictionOutputOrBuilder getBatchPredictionOutputOrBuilder()

Vertex AI Batch prediction Job.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput.BatchPredictionOutput batch_prediction_output = 2;

Returns
Type	Description
ModelMonitoringInput.BatchPredictionOutputOrBuilder

getColumnizedDataset()

public ModelMonitoringInput.ModelMonitoringDataset getColumnizedDataset()

Columnized dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput.ModelMonitoringDataset columnized_dataset = 1;

Returns
Type	Description
ModelMonitoringInput.ModelMonitoringDataset	The columnizedDataset.

getColumnizedDatasetOrBuilder()

public ModelMonitoringInput.ModelMonitoringDatasetOrBuilder getColumnizedDatasetOrBuilder()

Columnized dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput.ModelMonitoringDataset columnized_dataset = 1;

Returns
Type	Description
ModelMonitoringInput.ModelMonitoringDatasetOrBuilder

getDatasetCase()

public ModelMonitoringInput.DatasetCase getDatasetCase()

Returns
Type	Description
ModelMonitoringInput.DatasetCase

getDefaultInstanceForType()

public ModelMonitoringInput getDefaultInstanceForType()

Returns
Type	Description
ModelMonitoringInput

getParserForType()

public Parser<ModelMonitoringInput> getParserForType()

Returns
Type	Description
Parser<ModelMonitoringInput>

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getTimeInterval()

public Interval getTimeInterval()

The time interval (pair of start_time and end_time) for which results should be returned.

.google.type.Interval time_interval = 6;

Returns
Type	Description
com.google.type.Interval	The timeInterval.

getTimeIntervalOrBuilder()

public IntervalOrBuilder getTimeIntervalOrBuilder()

The time interval (pair of start_time and end_time) for which results should be returned.

.google.type.Interval time_interval = 6;

Returns
Type	Description
com.google.type.IntervalOrBuilder

getTimeOffset()

public ModelMonitoringInput.TimeOffset getTimeOffset()

The time offset setting for which results should be returned.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput.TimeOffset time_offset = 7;

Returns
Type	Description
ModelMonitoringInput.TimeOffset	The timeOffset.

getTimeOffsetOrBuilder()

public ModelMonitoringInput.TimeOffsetOrBuilder getTimeOffsetOrBuilder()

The time offset setting for which results should be returned.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput.TimeOffset time_offset = 7;

Returns
Type	Description
ModelMonitoringInput.TimeOffsetOrBuilder

getTimeSpecCase()

public ModelMonitoringInput.TimeSpecCase getTimeSpecCase()

Returns
Type	Description
ModelMonitoringInput.TimeSpecCase

getVertexEndpointLogs()

public ModelMonitoringInput.VertexEndpointLogs getVertexEndpointLogs()

Vertex AI Endpoint request & response logging.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput.VertexEndpointLogs vertex_endpoint_logs = 3;

Returns
Type	Description
ModelMonitoringInput.VertexEndpointLogs	The vertexEndpointLogs.

getVertexEndpointLogsOrBuilder()

public ModelMonitoringInput.VertexEndpointLogsOrBuilder getVertexEndpointLogsOrBuilder()

Vertex AI Endpoint request & response logging.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput.VertexEndpointLogs vertex_endpoint_logs = 3;

Returns
Type	Description
ModelMonitoringInput.VertexEndpointLogsOrBuilder

hasBatchPredictionOutput()

public boolean hasBatchPredictionOutput()

Vertex AI Batch prediction Job.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput.BatchPredictionOutput batch_prediction_output = 2;

Returns
Type	Description
boolean	Whether the batchPredictionOutput field is set.

hasColumnizedDataset()

public boolean hasColumnizedDataset()

Columnized dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput.ModelMonitoringDataset columnized_dataset = 1;

Returns
Type	Description
boolean	Whether the columnizedDataset field is set.

hasTimeInterval()

public boolean hasTimeInterval()

The time interval (pair of start_time and end_time) for which results should be returned.

.google.type.Interval time_interval = 6;

Returns
Type	Description
boolean	Whether the timeInterval field is set.

hasTimeOffset()

public boolean hasTimeOffset()

The time offset setting for which results should be returned.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput.TimeOffset time_offset = 7;

Returns
Type	Description
boolean	Whether the timeOffset field is set.

hasVertexEndpointLogs()

public boolean hasVertexEndpointLogs()

Vertex AI Endpoint request & response logging.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput.VertexEndpointLogs vertex_endpoint_logs = 3;

Returns
Type	Description
boolean	Whether the vertexEndpointLogs 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 ModelMonitoringInput.Builder newBuilderForType()

Returns
Type	Description
ModelMonitoringInput.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ModelMonitoringInput.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
ModelMonitoringInput.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 ModelMonitoringInput.Builder toBuilder()

Returns
Type	Description
ModelMonitoringInput.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException