public static final class SampleConfig.Builder extends GeneratedMessageV3.Builder<SampleConfig.Builder> 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
Inherited Members
com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)
com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)
com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)
Static Methods
public static final Descriptors.Descriptor getDescriptor()
Methods
public SampleConfig.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Overrides
public SampleConfig build()
public SampleConfig buildPartial()
public SampleConfig.Builder clear()
Overrides
public SampleConfig.Builder clearField(Descriptors.FieldDescriptor field)
Overrides
public SampleConfig.Builder clearFollowingBatchSamplePercentage()
The percentage of data needed to be labeled in each following batch
(except the first batch).
int32 following_batch_sample_percentage = 3;
public SampleConfig.Builder clearFollowingBatchSampleSize()
public SampleConfig.Builder clearInitialBatchSamplePercentage()
The percentage of data needed to be labeled in the first batch.
int32 initial_batch_sample_percentage = 1;
public SampleConfig.Builder clearInitialBatchSampleSize()
public SampleConfig.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Overrides
public SampleConfig.Builder clearSampleStrategy()
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;
public SampleConfig.Builder clone()
Overrides
public SampleConfig getDefaultInstanceForType()
public Descriptors.Descriptor getDescriptorForType()
Overrides
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.
|
public SampleConfig.FollowingBatchSampleSizeCase getFollowingBatchSampleSizeCase()
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.
|
public SampleConfig.InitialBatchSampleSizeCase getInitialBatchSampleSizeCase()
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;
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.
|
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.
|
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.
|
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
public final boolean isInitialized()
Overrides
public SampleConfig.Builder mergeFrom(SampleConfig other)
public SampleConfig.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Overrides
public SampleConfig.Builder mergeFrom(Message other)
| Parameter |
|---|
| Name | Description |
other | Message
|
Overrides
public final SampleConfig.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Overrides
public SampleConfig.Builder setField(Descriptors.FieldDescriptor field, Object value)
Overrides
public SampleConfig.Builder setFollowingBatchSamplePercentage(int value)
The percentage of data needed to be labeled in each following batch
(except the first batch).
int32 following_batch_sample_percentage = 3;
| Parameter |
|---|
| Name | Description |
value | int
The followingBatchSamplePercentage to set.
|
public SampleConfig.Builder setInitialBatchSamplePercentage(int value)
The percentage of data needed to be labeled in the first batch.
int32 initial_batch_sample_percentage = 1;
| Parameter |
|---|
| Name | Description |
value | int
The initialBatchSamplePercentage to set.
|
public SampleConfig.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Overrides
public SampleConfig.Builder setSampleStrategy(SampleConfig.SampleStrategy value)
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;
public SampleConfig.Builder setSampleStrategyValue(int value)
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;
| Parameter |
|---|
| Name | Description |
value | int
The enum numeric value on the wire for sampleStrategy to set.
|
public final SampleConfig.Builder setUnknownFields(UnknownFieldSet unknownFields)
Overrides
