com.google.cloud.aiplatform.v1

Class SampleConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.SampleConfig

All Implemented Interfaces:

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

public final class SampleConfig
extends com.google.protobuf.GeneratedMessageV3
implements SampleConfigOrBuilder

 Active learning data sampling config. For every active learning labeling
 iteration, it will select a batch of data based on the sampling strategy.
 

Protobuf type google.cloud.aiplatform.v1.SampleConfig

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	SampleConfig.Builder Active learning data sampling config.
static class	SampleConfig.FollowingBatchSampleSizeCase
static class	SampleConfig.InitialBatchSampleSizeCase
static class	SampleConfig.SampleStrategy Sample strategy decides which subset of DataItems should be selected for human labeling in every batch.

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	FOLLOWING_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER
static int	INITIAL_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER
static int	SAMPLE_STRATEGY_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)
static SampleConfig	getDefaultInstance()
SampleConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
int	getFollowingBatchSamplePercentage() The percentage of data needed to be labeled in each following batch (except the first batch).
SampleConfig.FollowingBatchSampleSizeCase	getFollowingBatchSampleSizeCase()
int	getInitialBatchSamplePercentage() The percentage of data needed to be labeled in the first batch.
SampleConfig.InitialBatchSampleSizeCase	getInitialBatchSampleSizeCase()
com.google.protobuf.Parser<SampleConfig>	getParserForType()
SampleConfig.SampleStrategy	getSampleStrategy() Field to choose sampling strategy.
int	getSampleStrategyValue() Field to choose sampling strategy.
int	getSerializedSize()
boolean	hasFollowingBatchSamplePercentage() The percentage of data needed to be labeled in each following batch (except the first batch).
int	hashCode()
boolean	hasInitialBatchSamplePercentage() The percentage of data needed to be labeled in the first batch.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static SampleConfig.Builder	newBuilder()
static SampleConfig.Builder	newBuilder(SampleConfig prototype)
SampleConfig.Builder	newBuilderForType()
protected SampleConfig.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static SampleConfig	parseDelimitedFrom(InputStream input)
static SampleConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SampleConfig	parseFrom(byte[] data)
static SampleConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SampleConfig	parseFrom(ByteBuffer data)
static SampleConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SampleConfig	parseFrom(com.google.protobuf.ByteString data)
static SampleConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SampleConfig	parseFrom(com.google.protobuf.CodedInputStream input)
static SampleConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static SampleConfig	parseFrom(InputStream input)
static SampleConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<SampleConfig>	parser()
SampleConfig.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

INITIAL_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER

public static final int INITIAL_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER

See Also:

Constant Field Values

FOLLOWING_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER

public static final int FOLLOWING_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER

See Also:

Constant Field Values

SAMPLE_STRATEGY_FIELD_NUMBER

public static final int SAMPLE_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

getInitialBatchSampleSizeCase

public SampleConfig.InitialBatchSampleSizeCase getInitialBatchSampleSizeCase()

Specified by:

getInitialBatchSampleSizeCase in interface SampleConfigOrBuilder

getFollowingBatchSampleSizeCase

public SampleConfig.FollowingBatchSampleSizeCase getFollowingBatchSampleSizeCase()

Specified by:

getFollowingBatchSampleSizeCase in interface SampleConfigOrBuilder

hasInitialBatchSamplePercentage

public boolean hasInitialBatchSamplePercentage()

 The percentage of data needed to be labeled in the first batch.
 

int32 initial_batch_sample_percentage = 1;

Specified by:

hasInitialBatchSamplePercentage in interface SampleConfigOrBuilder

Returns:

Whether the initialBatchSamplePercentage field is set.

getInitialBatchSamplePercentage

public int getInitialBatchSamplePercentage()

 The percentage of data needed to be labeled in the first batch.
 

int32 initial_batch_sample_percentage = 1;

Specified by:

getInitialBatchSamplePercentage in interface SampleConfigOrBuilder

Returns:

The initialBatchSamplePercentage.

hasFollowingBatchSamplePercentage

public boolean hasFollowingBatchSamplePercentage()

 The percentage of data needed to be labeled in each following batch
 (except the first batch).
 

int32 following_batch_sample_percentage = 3;

Specified by:

hasFollowingBatchSamplePercentage in interface SampleConfigOrBuilder

Returns:

Whether the followingBatchSamplePercentage field is set.

getFollowingBatchSamplePercentage

public int getFollowingBatchSamplePercentage()

 The percentage of data needed to be labeled in each following batch
 (except the first batch).
 

int32 following_batch_sample_percentage = 3;

Specified by:

getFollowingBatchSamplePercentage in interface SampleConfigOrBuilder

Returns:

The followingBatchSamplePercentage.

getSampleStrategyValue

public int getSampleStrategyValue()

 Field to choose sampling strategy. Sampling strategy will decide which data
 should be selected for human labeling in every batch.
 

.google.cloud.aiplatform.v1.SampleConfig.SampleStrategy sample_strategy = 5;

Specified by:

getSampleStrategyValue in interface SampleConfigOrBuilder

Returns:

The enum numeric value on the wire for sampleStrategy.

getSampleStrategy

public SampleConfig.SampleStrategy getSampleStrategy()

 Field to choose sampling strategy. Sampling strategy will decide which data
 should be selected for human labeling in every batch.
 

.google.cloud.aiplatform.v1.SampleConfig.SampleStrategy sample_strategy = 5;

Specified by:

getSampleStrategy in interface SampleConfigOrBuilder

Returns:

The sampleStrategy.

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static SampleConfig parseFrom(InputStream input)
                              throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static SampleConfig parseDelimitedFrom(InputStream input)
                                       throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public SampleConfig.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static SampleConfig.Builder newBuilder()

newBuilder

public static SampleConfig.Builder newBuilder(SampleConfig prototype)

toBuilder

public SampleConfig.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static SampleConfig getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder