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public final class SampleConfig extends GeneratedMessageV3 implements SampleConfigOrBuilderActive 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 > SampleConfigImplements
SampleConfigOrBuilderFields
FOLLOWING_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER
public static final int FOLLOWING_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER| Type | Description |
| int |
INITIAL_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER
public static final int INITIAL_BATCH_SAMPLE_PERCENTAGE_FIELD_NUMBER| Type | Description |
| int |
SAMPLE_STRATEGY_FIELD_NUMBER
public static final int SAMPLE_STRATEGY_FIELD_NUMBER| Type | Description |
| int |
Methods
equals(Object obj)
public boolean equals(Object obj)| Name | Description |
| obj | Object |
| Type | Description |
| boolean |
getDefaultInstance()
public static SampleConfig getDefaultInstance()| Type | Description |
| SampleConfig |
getDefaultInstanceForType()
public SampleConfig getDefaultInstanceForType()| Type | Description |
| SampleConfig |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Type | Description |
| Descriptor |
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;
| Type | Description |
| int | The followingBatchSamplePercentage. |
getFollowingBatchSampleSizeCase()
public SampleConfig.FollowingBatchSampleSizeCase getFollowingBatchSampleSizeCase()| 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;
| Type | Description |
| int | The initialBatchSamplePercentage. |
getInitialBatchSampleSizeCase()
public SampleConfig.InitialBatchSampleSizeCase getInitialBatchSampleSizeCase()| Type | Description |
| SampleConfig.InitialBatchSampleSizeCase |
getParserForType()
public Parser<SampleConfig> getParserForType()| Type | Description |
| Parser<SampleConfig> |
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;
| 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;
| Type | Description |
| int | The enum numeric value on the wire for sampleStrategy. |
getSerializedSize()
public int getSerializedSize()| Type | Description |
| int |
getUnknownFields()
public final UnknownFieldSet getUnknownFields()| Type | Description |
| UnknownFieldSet |
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;
| 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;
| Type | Description |
| boolean | Whether the initialBatchSamplePercentage field is set. |
hashCode()
public int hashCode()| Type | Description |
| int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Type | Description |
| FieldAccessorTable |
isInitialized()
public final boolean isInitialized()| Type | Description |
| boolean |
newBuilder()
public static SampleConfig.Builder newBuilder()| Type | Description |
| SampleConfig.Builder |
newBuilder(SampleConfig prototype)
public static SampleConfig.Builder newBuilder(SampleConfig prototype)| Name | Description |
| prototype | SampleConfig |
| Type | Description |
| SampleConfig.Builder |
newBuilderForType()
public SampleConfig.Builder newBuilderForType()| Type | Description |
| SampleConfig.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected SampleConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Name | Description |
| parent | BuilderParent |
| Type | Description |
| SampleConfig.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Name | Description |
| unused | UnusedPrivateParameter |
| Type | Description |
| Object |
parseDelimitedFrom(InputStream input)
public static SampleConfig parseDelimitedFrom(InputStream input)| Name | Description |
| input | InputStream |
| Type | Description |
| SampleConfig |
| Type | Description |
| IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static SampleConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | InputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| SampleConfig |
| Type | Description |
| IOException |
parseFrom(byte[] data)
public static SampleConfig parseFrom(byte[] data)| Name | Description |
| data | byte[] |
| Type | Description |
| SampleConfig |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static SampleConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Name | Description |
| data | byte[] |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| SampleConfig |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(ByteString data)
public static SampleConfig parseFrom(ByteString data)| Name | Description |
| data | ByteString |
| Type | Description |
| SampleConfig |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static SampleConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Name | Description |
| data | ByteString |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| SampleConfig |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static SampleConfig parseFrom(CodedInputStream input)| Name | Description |
| input | CodedInputStream |
| Type | Description |
| SampleConfig |
| Type | Description |
| IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static SampleConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | CodedInputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| SampleConfig |
| Type | Description |
| IOException |
parseFrom(InputStream input)
public static SampleConfig parseFrom(InputStream input)| Name | Description |
| input | InputStream |
| Type | Description |
| SampleConfig |
| Type | Description |
| IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static SampleConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | InputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| SampleConfig |
| Type | Description |
| IOException |
parseFrom(ByteBuffer data)
public static SampleConfig parseFrom(ByteBuffer data)| Name | Description |
| data | ByteBuffer |
| Type | Description |
| SampleConfig |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static SampleConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Name | Description |
| data | ByteBuffer |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| SampleConfig |
| Type | Description |
| InvalidProtocolBufferException |
parser()
public static Parser<SampleConfig> parser()| Type | Description |
| Parser<SampleConfig> |
toBuilder()
public SampleConfig.Builder toBuilder()| Type | Description |
| SampleConfig.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Name | Description |
| output | CodedOutputStream |
| Type | Description |
| IOException |