Package com.google.cloud.aiplatform.v1

Class ModelMonitoringObjectiveConfig.TrainingDataset

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset

All Implemented Interfaces:

ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

ModelMonitoringObjectiveConfig

public static final class ModelMonitoringObjectiveConfig.TrainingDataset
extends com.google.protobuf.GeneratedMessageV3
implements ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

 Training Dataset information.
 

Protobuf type google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	ModelMonitoringObjectiveConfig.TrainingDataset.Builder	Training Dataset information.
static class	ModelMonitoringObjectiveConfig.TrainingDataset.DataSourceCase

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	Description
static int	BIGQUERY_SOURCE_FIELD_NUMBER
static int	DATA_FORMAT_FIELD_NUMBER
static int	DATASET_FIELD_NUMBER
static int	GCS_SOURCE_FIELD_NUMBER
static int	LOGGING_SAMPLING_STRATEGY_FIELD_NUMBER
static int	TARGET_FIELD_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	Description
boolean	equals(Object obj)
BigQuerySource	getBigquerySource()	The BigQuery table of the unmanaged Dataset used to train this Model.
BigQuerySourceOrBuilder	getBigquerySourceOrBuilder()	The BigQuery table of the unmanaged Dataset used to train this Model.
String	getDataFormat()	Data format of the dataset, only applicable if the input is from Google Cloud Storage.
com.google.protobuf.ByteString	getDataFormatBytes()	Data format of the dataset, only applicable if the input is from Google Cloud Storage.
String	getDataset()	The resource name of the Dataset used to train this Model.
com.google.protobuf.ByteString	getDatasetBytes()	The resource name of the Dataset used to train this Model.
ModelMonitoringObjectiveConfig.TrainingDataset.DataSourceCase	getDataSourceCase()
static ModelMonitoringObjectiveConfig.TrainingDataset	getDefaultInstance()
ModelMonitoringObjectiveConfig.TrainingDataset	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
GcsSource	getGcsSource()	The Google Cloud Storage uri of the unmanaged Dataset used to train this Model.
GcsSourceOrBuilder	getGcsSourceOrBuilder()	The Google Cloud Storage uri of the unmanaged Dataset used to train this Model.
SamplingStrategy	getLoggingSamplingStrategy()	Strategy to sample data from Training Dataset.
SamplingStrategyOrBuilder	getLoggingSamplingStrategyOrBuilder()	Strategy to sample data from Training Dataset.
com.google.protobuf.Parser<ModelMonitoringObjectiveConfig.TrainingDataset>	getParserForType()
int	getSerializedSize()
String	getTargetField()	The target field name the model is to predict.
com.google.protobuf.ByteString	getTargetFieldBytes()	The target field name the model is to predict.
boolean	hasBigquerySource()	The BigQuery table of the unmanaged Dataset used to train this Model.
boolean	hasDataset()	The resource name of the Dataset used to train this Model.
boolean	hasGcsSource()	The Google Cloud Storage uri of the unmanaged Dataset used to train this Model.
int	hashCode()
boolean	hasLoggingSamplingStrategy()	Strategy to sample data from Training Dataset.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitoringObjectiveConfig.TrainingDataset.Builder	newBuilder()
static ModelMonitoringObjectiveConfig.TrainingDataset.Builder	newBuilder(ModelMonitoringObjectiveConfig.TrainingDataset prototype)
ModelMonitoringObjectiveConfig.TrainingDataset.Builder	newBuilderForType()
protected ModelMonitoringObjectiveConfig.TrainingDataset.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringObjectiveConfig.TrainingDataset	parseDelimitedFrom(InputStream input)
static ModelMonitoringObjectiveConfig.TrainingDataset	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig.TrainingDataset	parseFrom(byte[] data)
static ModelMonitoringObjectiveConfig.TrainingDataset	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig.TrainingDataset	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringObjectiveConfig.TrainingDataset	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig.TrainingDataset	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringObjectiveConfig.TrainingDataset	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig.TrainingDataset	parseFrom(InputStream input)
static ModelMonitoringObjectiveConfig.TrainingDataset	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig.TrainingDataset	parseFrom(ByteBuffer data)
static ModelMonitoringObjectiveConfig.TrainingDataset	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringObjectiveConfig.TrainingDataset>	parser()
ModelMonitoringObjectiveConfig.TrainingDataset.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, 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.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Field Detail

DATASET_FIELD_NUMBER

public static final int DATASET_FIELD_NUMBER

See Also:

Constant Field Values

GCS_SOURCE_FIELD_NUMBER

public static final int GCS_SOURCE_FIELD_NUMBER

See Also:

Constant Field Values

BIGQUERY_SOURCE_FIELD_NUMBER

public static final int BIGQUERY_SOURCE_FIELD_NUMBER

See Also:

Constant Field Values

DATA_FORMAT_FIELD_NUMBER

public static final int DATA_FORMAT_FIELD_NUMBER

See Also:

Constant Field Values

TARGET_FIELD_FIELD_NUMBER

public static final int TARGET_FIELD_FIELD_NUMBER

See Also:

Constant Field Values

LOGGING_SAMPLING_STRATEGY_FIELD_NUMBER

public static final int LOGGING_SAMPLING_STRATEGY_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

getDataSourceCase

public ModelMonitoringObjectiveConfig.TrainingDataset.DataSourceCase getDataSourceCase()

Specified by:

getDataSourceCase in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

hasDataset

public boolean hasDataset()

 The resource name of the Dataset used to train this Model.
 

string dataset = 3 [(.google.api.resource_reference) = { ... }

Specified by:

hasDataset in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

Whether the dataset field is set.

getDataset

public String getDataset()

 The resource name of the Dataset used to train this Model.
 

string dataset = 3 [(.google.api.resource_reference) = { ... }

Specified by:

getDataset in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

The dataset.

getDatasetBytes

public com.google.protobuf.ByteString getDatasetBytes()

 The resource name of the Dataset used to train this Model.
 

string dataset = 3 [(.google.api.resource_reference) = { ... }

Specified by:

getDatasetBytes in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

The bytes for dataset.

hasGcsSource

public boolean hasGcsSource()

 The Google Cloud Storage uri of the unmanaged Dataset used to train
 this Model.
 

.google.cloud.aiplatform.v1.GcsSource gcs_source = 4;

Specified by:

hasGcsSource in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

Whether the gcsSource field is set.

getGcsSource

public GcsSource getGcsSource()

 The Google Cloud Storage uri of the unmanaged Dataset used to train
 this Model.
 

.google.cloud.aiplatform.v1.GcsSource gcs_source = 4;

Specified by:

getGcsSource in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

The gcsSource.

getGcsSourceOrBuilder

public GcsSourceOrBuilder getGcsSourceOrBuilder()

 The Google Cloud Storage uri of the unmanaged Dataset used to train
 this Model.
 

.google.cloud.aiplatform.v1.GcsSource gcs_source = 4;

Specified by:

getGcsSourceOrBuilder in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

hasBigquerySource

public boolean hasBigquerySource()

 The BigQuery table of the unmanaged Dataset used to train this
 Model.
 

.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 5;

Specified by:

hasBigquerySource in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

Whether the bigquerySource field is set.

getBigquerySource

public BigQuerySource getBigquerySource()

 The BigQuery table of the unmanaged Dataset used to train this
 Model.
 

.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 5;

Specified by:

getBigquerySource in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

The bigquerySource.

getBigquerySourceOrBuilder

public BigQuerySourceOrBuilder getBigquerySourceOrBuilder()

 The BigQuery table of the unmanaged Dataset used to train this
 Model.
 

.google.cloud.aiplatform.v1.BigQuerySource bigquery_source = 5;

Specified by:

getBigquerySourceOrBuilder in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

getDataFormat

public String getDataFormat()

 Data format of the dataset, only applicable if the input is from
 Google Cloud Storage.
 The possible formats are:

 "tf-record"
 The source file is a TFRecord file.

 "csv"
 The source file is a CSV file.
 "jsonl"
 The source file is a JSONL file.
 

string data_format = 2;

Specified by:

getDataFormat in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

The dataFormat.

getDataFormatBytes

public com.google.protobuf.ByteString getDataFormatBytes()

 Data format of the dataset, only applicable if the input is from
 Google Cloud Storage.
 The possible formats are:

 "tf-record"
 The source file is a TFRecord file.

 "csv"
 The source file is a CSV file.
 "jsonl"
 The source file is a JSONL file.
 

string data_format = 2;

Specified by:

getDataFormatBytes in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

The bytes for dataFormat.

getTargetField

public String getTargetField()

 The target field name the model is to predict.
 This field will be excluded when doing Predict and (or) Explain for the
 training data.
 

string target_field = 6;

Specified by:

getTargetField in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

The targetField.

getTargetFieldBytes

public com.google.protobuf.ByteString getTargetFieldBytes()

 The target field name the model is to predict.
 This field will be excluded when doing Predict and (or) Explain for the
 training data.
 

string target_field = 6;

Specified by:

getTargetFieldBytes in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

The bytes for targetField.

hasLoggingSamplingStrategy

public boolean hasLoggingSamplingStrategy()

 Strategy to sample data from Training Dataset.
 If not set, we process the whole dataset.
 

.google.cloud.aiplatform.v1.SamplingStrategy logging_sampling_strategy = 7;

Specified by:

hasLoggingSamplingStrategy in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

Whether the loggingSamplingStrategy field is set.

getLoggingSamplingStrategy

public SamplingStrategy getLoggingSamplingStrategy()

 Strategy to sample data from Training Dataset.
 If not set, we process the whole dataset.
 

.google.cloud.aiplatform.v1.SamplingStrategy logging_sampling_strategy = 7;

Specified by:

getLoggingSamplingStrategy in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

Returns:

The loggingSamplingStrategy.

getLoggingSamplingStrategyOrBuilder

public SamplingStrategyOrBuilder getLoggingSamplingStrategyOrBuilder()

 Strategy to sample data from Training Dataset.
 If not set, we process the whole dataset.
 

.google.cloud.aiplatform.v1.SamplingStrategy logging_sampling_strategy = 7;

Specified by:

getLoggingSamplingStrategyOrBuilder in interface ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder

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 ModelMonitoringObjectiveConfig.TrainingDataset parseFrom(ByteBuffer data)
                                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveConfig.TrainingDataset parseFrom(InputStream input)
                                                                throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringObjectiveConfig.TrainingDataset parseDelimitedFrom(InputStream input)
                                                                         throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelMonitoringObjectiveConfig.TrainingDataset.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringObjectiveConfig.TrainingDataset.Builder newBuilder()

newBuilder

public static ModelMonitoringObjectiveConfig.TrainingDataset.Builder newBuilder(ModelMonitoringObjectiveConfig.TrainingDataset prototype)

toBuilder

public ModelMonitoringObjectiveConfig.TrainingDataset.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringObjectiveConfig.TrainingDataset getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ModelMonitoringObjectiveConfig.TrainingDataset> 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 ModelMonitoringObjectiveConfig.TrainingDataset getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder