com.google.cloud.aiplatform.v1beta1

Class ActiveLearningConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ActiveLearningConfig

All Implemented Interfaces:

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

public final class ActiveLearningConfig
extends com.google.protobuf.GeneratedMessageV3
implements ActiveLearningConfigOrBuilder

 Parameters that configure the active learning pipeline. Active learning will
  label the data incrementally by several iterations. For every iteration, it
  will select a batch of data based on the sampling strategy.
 

Protobuf type google.cloud.aiplatform.v1beta1.ActiveLearningConfig

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ActiveLearningConfig.Builder Parameters that configure the active learning pipeline.
static class	ActiveLearningConfig.HumanLabelingBudgetCase

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	MAX_DATA_ITEM_COUNT_FIELD_NUMBER
static int	MAX_DATA_ITEM_PERCENTAGE_FIELD_NUMBER
static int	SAMPLE_CONFIG_FIELD_NUMBER
static int	TRAINING_CONFIG_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 ActiveLearningConfig	getDefaultInstance()
ActiveLearningConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
ActiveLearningConfig.HumanLabelingBudgetCase	getHumanLabelingBudgetCase()
long	getMaxDataItemCount() Max number of human labeled DataItems.
int	getMaxDataItemPercentage() Max percent of total DataItems for human labeling.
com.google.protobuf.Parser<ActiveLearningConfig>	getParserForType()
SampleConfig	getSampleConfig() Active learning data sampling config.
SampleConfigOrBuilder	getSampleConfigOrBuilder() Active learning data sampling config.
int	getSerializedSize()
TrainingConfig	getTrainingConfig() CMLE training config.
TrainingConfigOrBuilder	getTrainingConfigOrBuilder() CMLE training config.
int	hashCode()
boolean	hasMaxDataItemCount() Max number of human labeled DataItems.
boolean	hasMaxDataItemPercentage() Max percent of total DataItems for human labeling.
boolean	hasSampleConfig() Active learning data sampling config.
boolean	hasTrainingConfig() CMLE training config.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ActiveLearningConfig.Builder	newBuilder()
static ActiveLearningConfig.Builder	newBuilder(ActiveLearningConfig prototype)
ActiveLearningConfig.Builder	newBuilderForType()
protected ActiveLearningConfig.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ActiveLearningConfig	parseDelimitedFrom(InputStream input)
static ActiveLearningConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ActiveLearningConfig	parseFrom(byte[] data)
static ActiveLearningConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ActiveLearningConfig	parseFrom(ByteBuffer data)
static ActiveLearningConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ActiveLearningConfig	parseFrom(com.google.protobuf.ByteString data)
static ActiveLearningConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ActiveLearningConfig	parseFrom(com.google.protobuf.CodedInputStream input)
static ActiveLearningConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ActiveLearningConfig	parseFrom(InputStream input)
static ActiveLearningConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ActiveLearningConfig>	parser()
ActiveLearningConfig.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

MAX_DATA_ITEM_COUNT_FIELD_NUMBER

public static final int MAX_DATA_ITEM_COUNT_FIELD_NUMBER

See Also:

Constant Field Values

MAX_DATA_ITEM_PERCENTAGE_FIELD_NUMBER

public static final int MAX_DATA_ITEM_PERCENTAGE_FIELD_NUMBER

See Also:

Constant Field Values

SAMPLE_CONFIG_FIELD_NUMBER

public static final int SAMPLE_CONFIG_FIELD_NUMBER

See Also:

Constant Field Values

TRAINING_CONFIG_FIELD_NUMBER

public static final int TRAINING_CONFIG_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

getHumanLabelingBudgetCase

public ActiveLearningConfig.HumanLabelingBudgetCase getHumanLabelingBudgetCase()

Specified by:

getHumanLabelingBudgetCase in interface ActiveLearningConfigOrBuilder

hasMaxDataItemCount

public boolean hasMaxDataItemCount()

 Max number of human labeled DataItems.
 

int64 max_data_item_count = 1;

Specified by:

hasMaxDataItemCount in interface ActiveLearningConfigOrBuilder

Returns:

Whether the maxDataItemCount field is set.

getMaxDataItemCount

public long getMaxDataItemCount()

 Max number of human labeled DataItems.
 

int64 max_data_item_count = 1;

Specified by:

getMaxDataItemCount in interface ActiveLearningConfigOrBuilder

Returns:

The maxDataItemCount.

hasMaxDataItemPercentage

public boolean hasMaxDataItemPercentage()

 Max percent of total DataItems for human labeling.
 

int32 max_data_item_percentage = 2;

Specified by:

hasMaxDataItemPercentage in interface ActiveLearningConfigOrBuilder

Returns:

Whether the maxDataItemPercentage field is set.

getMaxDataItemPercentage

public int getMaxDataItemPercentage()

 Max percent of total DataItems for human labeling.
 

int32 max_data_item_percentage = 2;

Specified by:

getMaxDataItemPercentage in interface ActiveLearningConfigOrBuilder

Returns:

The maxDataItemPercentage.

hasSampleConfig

public boolean hasSampleConfig()

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

.google.cloud.aiplatform.v1beta1.SampleConfig sample_config = 3;

Specified by:

hasSampleConfig in interface ActiveLearningConfigOrBuilder

Returns:

Whether the sampleConfig field is set.

getSampleConfig

public SampleConfig getSampleConfig()

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

.google.cloud.aiplatform.v1beta1.SampleConfig sample_config = 3;

Specified by:

getSampleConfig in interface ActiveLearningConfigOrBuilder

Returns:

The sampleConfig.

getSampleConfigOrBuilder

public SampleConfigOrBuilder getSampleConfigOrBuilder()

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

.google.cloud.aiplatform.v1beta1.SampleConfig sample_config = 3;

Specified by:

getSampleConfigOrBuilder in interface ActiveLearningConfigOrBuilder

hasTrainingConfig

public boolean hasTrainingConfig()

 CMLE training config. For every active learning labeling iteration, system
 will train a machine learning model on CMLE. The trained model will be used
 by data sampling algorithm to select DataItems.
 

.google.cloud.aiplatform.v1beta1.TrainingConfig training_config = 4;

Specified by:

hasTrainingConfig in interface ActiveLearningConfigOrBuilder

Returns:

Whether the trainingConfig field is set.

getTrainingConfig

public TrainingConfig getTrainingConfig()

 CMLE training config. For every active learning labeling iteration, system
 will train a machine learning model on CMLE. The trained model will be used
 by data sampling algorithm to select DataItems.
 

.google.cloud.aiplatform.v1beta1.TrainingConfig training_config = 4;

Specified by:

getTrainingConfig in interface ActiveLearningConfigOrBuilder

Returns:

The trainingConfig.

getTrainingConfigOrBuilder

public TrainingConfigOrBuilder getTrainingConfigOrBuilder()

 CMLE training config. For every active learning labeling iteration, system
 will train a machine learning model on CMLE. The trained model will be used
 by data sampling algorithm to select DataItems.
 

.google.cloud.aiplatform.v1beta1.TrainingConfig training_config = 4;

Specified by:

getTrainingConfigOrBuilder in interface ActiveLearningConfigOrBuilder

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ActiveLearningConfig parseFrom(InputStream input)
                                      throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ActiveLearningConfig parseDelimitedFrom(InputStream input)
                                               throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ActiveLearningConfig.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ActiveLearningConfig.Builder newBuilder()

newBuilder

public static ActiveLearningConfig.Builder newBuilder(ActiveLearningConfig prototype)

toBuilder

public ActiveLearningConfig.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ActiveLearningConfig getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder