Class SampleConfig (3.21.0)

Version 3.21.0

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public final class SampleConfig extends 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.v1beta1.SampleConfig

Inheritance

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

Implements

SampleConfigOrBuilder

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)

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)

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)

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

FOLLOWING_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER

public static final int FOLLOWING_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER

Field Value
Type	Description
int

INITIAL_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER

public static final int INITIAL_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER

Field Value
Type	Description
int

SAMPLE_STRATEGY_FIELD_NUMBER

public static final int SAMPLE_STRATEGY_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static SampleConfig getDefaultInstance()

Returns
Type	Description
SampleConfig

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static SampleConfig.Builder newBuilder()

Returns
Type	Description
SampleConfig.Builder

newBuilder(SampleConfig prototype)

public static SampleConfig.Builder newBuilder(SampleConfig prototype)

Parameter
Name	Description
prototype	SampleConfig

Returns
Type	Description
SampleConfig.Builder

parseDelimitedFrom(InputStream input)

public static SampleConfig parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
SampleConfig

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static SampleConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
SampleConfig

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static SampleConfig parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
SampleConfig

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

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

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
SampleConfig

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static SampleConfig parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
SampleConfig

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static SampleConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
SampleConfig

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static SampleConfig parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
SampleConfig

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static SampleConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
SampleConfig

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static SampleConfig parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
SampleConfig

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static SampleConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
SampleConfig

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static SampleConfig parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
SampleConfig

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static SampleConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
SampleConfig

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<SampleConfig> parser()

Returns
Type	Description
Parser<SampleConfig>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
obj	Object

Returns
Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getDefaultInstanceForType()

public SampleConfig getDefaultInstanceForType()

Returns
Type	Description
SampleConfig

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;

Returns
Type	Description
int	The followingBatchSamplePercentage.

getFollowingBatchSampleSizeCase()

public SampleConfig.FollowingBatchSampleSizeCase getFollowingBatchSampleSizeCase()

Returns
Type	Description
SampleConfig.FollowingBatchSampleSizeCase

getInitialBatchSamplePercentage()

public int getInitialBatchSamplePercentage()

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

int32 initial_batch_sample_percentage = 1;

Returns
Type	Description
int	The initialBatchSamplePercentage.

getInitialBatchSampleSizeCase()

public SampleConfig.InitialBatchSampleSizeCase getInitialBatchSampleSizeCase()

Returns
Type	Description
SampleConfig.InitialBatchSampleSizeCase

getParserForType()

public Parser<SampleConfig> getParserForType()

Returns
Type	Description
Parser<SampleConfig>

Overrides

GeneratedMessageV3.getParserForType()

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.v1beta1.SampleConfig.SampleStrategy sample_strategy = 5;

Returns
Type	Description
SampleConfig.SampleStrategy	The sampleStrategy.

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.v1beta1.SampleConfig.SampleStrategy sample_strategy = 5;

Returns
Type	Description
int	The enum numeric value on the wire for sampleStrategy.

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

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;

Returns
Type	Description
boolean	Whether the followingBatchSamplePercentage field is set.

hasInitialBatchSamplePercentage()

public boolean hasInitialBatchSamplePercentage()

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

int32 initial_batch_sample_percentage = 1;

Returns
Type	Description
boolean	Whether the initialBatchSamplePercentage 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 SampleConfig.Builder newBuilderForType()

Returns
Type	Description
SampleConfig.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected SampleConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
SampleConfig.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 SampleConfig.Builder toBuilder()

Returns
Type	Description
SampleConfig.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException