com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringInput

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelMonitoringInput

All Implemented Interfaces:

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

public final class ModelMonitoringInput
extends com.google.protobuf.GeneratedMessageV3
implements ModelMonitoringInputOrBuilder

 Model monitoring data input spec.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringInput

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMonitoringInput.BatchPredictionOutput Data from Vertex AI Batch prediction job output.
static interface	ModelMonitoringInput.BatchPredictionOutputOrBuilder
static class	ModelMonitoringInput.Builder Model monitoring data input spec.
static class	ModelMonitoringInput.DatasetCase
static class	ModelMonitoringInput.ModelMonitoringDataset Input dataset spec.
static interface	ModelMonitoringInput.ModelMonitoringDatasetOrBuilder
static class	ModelMonitoringInput.TimeOffset Time offset setting.
static interface	ModelMonitoringInput.TimeOffsetOrBuilder
static class	ModelMonitoringInput.TimeSpecCase
static class	ModelMonitoringInput.VertexEndpointLogs Data from Vertex AI Endpoint request response logging.
static interface	ModelMonitoringInput.VertexEndpointLogsOrBuilder

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	BATCH_PREDICTION_OUTPUT_FIELD_NUMBER
static int	COLUMNIZED_DATASET_FIELD_NUMBER
static int	TIME_INTERVAL_FIELD_NUMBER
static int	TIME_OFFSET_FIELD_NUMBER
static int	VERTEX_ENDPOINT_LOGS_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)
ModelMonitoringInput.BatchPredictionOutput	getBatchPredictionOutput() Vertex AI Batch prediction Job.
ModelMonitoringInput.BatchPredictionOutputOrBuilder	getBatchPredictionOutputOrBuilder() Vertex AI Batch prediction Job.
ModelMonitoringInput.ModelMonitoringDataset	getColumnizedDataset() Columnized dataset.
ModelMonitoringInput.ModelMonitoringDatasetOrBuilder	getColumnizedDatasetOrBuilder() Columnized dataset.
ModelMonitoringInput.DatasetCase	getDatasetCase()
static ModelMonitoringInput	getDefaultInstance()
ModelMonitoringInput	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Parser<ModelMonitoringInput>	getParserForType()
int	getSerializedSize()
com.google.type.Interval	getTimeInterval() The time interval (pair of start_time and end_time) for which results should be returned.
com.google.type.IntervalOrBuilder	getTimeIntervalOrBuilder() The time interval (pair of start_time and end_time) for which results should be returned.
ModelMonitoringInput.TimeOffset	getTimeOffset() The time offset setting for which results should be returned.
ModelMonitoringInput.TimeOffsetOrBuilder	getTimeOffsetOrBuilder() The time offset setting for which results should be returned.
ModelMonitoringInput.TimeSpecCase	getTimeSpecCase()
ModelMonitoringInput.VertexEndpointLogs	getVertexEndpointLogs() Vertex AI Endpoint request & response logging.
ModelMonitoringInput.VertexEndpointLogsOrBuilder	getVertexEndpointLogsOrBuilder() Vertex AI Endpoint request & response logging.
boolean	hasBatchPredictionOutput() Vertex AI Batch prediction Job.
boolean	hasColumnizedDataset() Columnized dataset.
int	hashCode()
boolean	hasTimeInterval() The time interval (pair of start_time and end_time) for which results should be returned.
boolean	hasTimeOffset() The time offset setting for which results should be returned.
boolean	hasVertexEndpointLogs() Vertex AI Endpoint request & response logging.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitoringInput.Builder	newBuilder()
static ModelMonitoringInput.Builder	newBuilder(ModelMonitoringInput prototype)
ModelMonitoringInput.Builder	newBuilderForType()
protected ModelMonitoringInput.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringInput	parseDelimitedFrom(InputStream input)
static ModelMonitoringInput	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringInput	parseFrom(byte[] data)
static ModelMonitoringInput	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringInput	parseFrom(ByteBuffer data)
static ModelMonitoringInput	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringInput	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringInput	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringInput	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringInput	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringInput	parseFrom(InputStream input)
static ModelMonitoringInput	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringInput>	parser()
ModelMonitoringInput.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

COLUMNIZED_DATASET_FIELD_NUMBER

public static final int COLUMNIZED_DATASET_FIELD_NUMBER

See Also:

Constant Field Values

BATCH_PREDICTION_OUTPUT_FIELD_NUMBER

public static final int BATCH_PREDICTION_OUTPUT_FIELD_NUMBER

See Also:

Constant Field Values

VERTEX_ENDPOINT_LOGS_FIELD_NUMBER

public static final int VERTEX_ENDPOINT_LOGS_FIELD_NUMBER

See Also:

Constant Field Values

TIME_INTERVAL_FIELD_NUMBER

public static final int TIME_INTERVAL_FIELD_NUMBER

See Also:

Constant Field Values

TIME_OFFSET_FIELD_NUMBER

public static final int TIME_OFFSET_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

getDatasetCase

public ModelMonitoringInput.DatasetCase getDatasetCase()

Specified by:

getDatasetCase in interface ModelMonitoringInputOrBuilder

getTimeSpecCase

public ModelMonitoringInput.TimeSpecCase getTimeSpecCase()

Specified by:

getTimeSpecCase in interface ModelMonitoringInputOrBuilder

hasColumnizedDataset

public boolean hasColumnizedDataset()

 Columnized dataset.
 

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

Specified by:

hasColumnizedDataset in interface ModelMonitoringInputOrBuilder

Returns:

Whether the columnizedDataset field is set.

getColumnizedDataset

public ModelMonitoringInput.ModelMonitoringDataset getColumnizedDataset()

 Columnized dataset.
 

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

Specified by:

getColumnizedDataset in interface ModelMonitoringInputOrBuilder

Returns:

The columnizedDataset.

getColumnizedDatasetOrBuilder

public ModelMonitoringInput.ModelMonitoringDatasetOrBuilder getColumnizedDatasetOrBuilder()

 Columnized dataset.
 

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

Specified by:

getColumnizedDatasetOrBuilder in interface ModelMonitoringInputOrBuilder

hasBatchPredictionOutput

public boolean hasBatchPredictionOutput()

 Vertex AI Batch prediction Job.
 

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

Specified by:

hasBatchPredictionOutput in interface ModelMonitoringInputOrBuilder

Returns:

Whether the batchPredictionOutput field is set.

getBatchPredictionOutput

public ModelMonitoringInput.BatchPredictionOutput getBatchPredictionOutput()

 Vertex AI Batch prediction Job.
 

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

Specified by:

getBatchPredictionOutput in interface ModelMonitoringInputOrBuilder

Returns:

The batchPredictionOutput.

getBatchPredictionOutputOrBuilder

public ModelMonitoringInput.BatchPredictionOutputOrBuilder getBatchPredictionOutputOrBuilder()

 Vertex AI Batch prediction Job.
 

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

Specified by:

getBatchPredictionOutputOrBuilder in interface ModelMonitoringInputOrBuilder

hasVertexEndpointLogs

public boolean hasVertexEndpointLogs()

 Vertex AI Endpoint request & response logging.
 

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

Specified by:

hasVertexEndpointLogs in interface ModelMonitoringInputOrBuilder

Returns:

Whether the vertexEndpointLogs field is set.

getVertexEndpointLogs

public ModelMonitoringInput.VertexEndpointLogs getVertexEndpointLogs()

 Vertex AI Endpoint request & response logging.
 

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

Specified by:

getVertexEndpointLogs in interface ModelMonitoringInputOrBuilder

Returns:

The vertexEndpointLogs.

getVertexEndpointLogsOrBuilder

public ModelMonitoringInput.VertexEndpointLogsOrBuilder getVertexEndpointLogsOrBuilder()

 Vertex AI Endpoint request & response logging.
 

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

Specified by:

getVertexEndpointLogsOrBuilder in interface ModelMonitoringInputOrBuilder

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;

Specified by:

hasTimeInterval in interface ModelMonitoringInputOrBuilder

Returns:

Whether the timeInterval field is set.

getTimeInterval

public com.google.type.Interval getTimeInterval()

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

.google.type.Interval time_interval = 6;

Specified by:

getTimeInterval in interface ModelMonitoringInputOrBuilder

Returns:

The timeInterval.

getTimeIntervalOrBuilder

public com.google.type.IntervalOrBuilder getTimeIntervalOrBuilder()

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

.google.type.Interval time_interval = 6;

Specified by:

getTimeIntervalOrBuilder in interface ModelMonitoringInputOrBuilder

hasTimeOffset

public boolean hasTimeOffset()

 The time offset setting for which results should be returned.
 

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

Specified by:

hasTimeOffset in interface ModelMonitoringInputOrBuilder

Returns:

Whether the timeOffset field is set.

getTimeOffset

public ModelMonitoringInput.TimeOffset getTimeOffset()

 The time offset setting for which results should be returned.
 

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

Specified by:

getTimeOffset in interface ModelMonitoringInputOrBuilder

Returns:

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;

Specified by:

getTimeOffsetOrBuilder in interface ModelMonitoringInputOrBuilder

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringInput parseFrom(InputStream input)
                                      throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringInput parseDelimitedFrom(InputStream input)
                                               throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelMonitoringInput.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringInput.Builder newBuilder()

newBuilder

public static ModelMonitoringInput.Builder newBuilder(ModelMonitoringInput prototype)

toBuilder

public ModelMonitoringInput.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringInput getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder