com.google.cloud.aiplatform.v1

Class FractionSplit.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessage.Builder<FractionSplit.Builder>

com.google.cloud.aiplatform.v1.FractionSplit.Builder

All Implemented Interfaces:

FractionSplitOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

FractionSplit

public static final class FractionSplit.Builder
extends com.google.protobuf.GeneratedMessage.Builder<FractionSplit.Builder>
implements FractionSplitOrBuilder

 Assigns the input data to training, validation, and test sets as per the
 given fractions. Any of `training_fraction`, `validation_fraction` and
 `test_fraction` may optionally be provided, they must sum to up to 1. If the
 provided ones sum to less than 1, the remainder is assigned to sets as
 decided by Vertex AI. If none of the fractions are set, by default roughly
 80% of data is used for training, 10% for validation, and 10% for test.
 

Protobuf type google.cloud.aiplatform.v1.FractionSplit

Method Summary

Modifier and Type	Method and Description
FractionSplit	build()
FractionSplit	buildPartial()
FractionSplit.Builder	clear()
FractionSplit.Builder	clearTestFraction() The fraction of the input data that is to be used to evaluate the Model.
FractionSplit.Builder	clearTrainingFraction() The fraction of the input data that is to be used to train the Model.
FractionSplit.Builder	clearValidationFraction() The fraction of the input data that is to be used to validate the Model.
FractionSplit	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
double	getTestFraction() The fraction of the input data that is to be used to evaluate the Model.
double	getTrainingFraction() The fraction of the input data that is to be used to train the Model.
double	getValidationFraction() The fraction of the input data that is to be used to validate the Model.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
FractionSplit.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
FractionSplit.Builder	mergeFrom(FractionSplit other)
FractionSplit.Builder	mergeFrom(com.google.protobuf.Message other)
FractionSplit.Builder	setTestFraction(double value) The fraction of the input data that is to be used to evaluate the Model.
FractionSplit.Builder	setTrainingFraction(double value) The fraction of the input data that is to be used to train the Model.
FractionSplit.Builder	setValidationFraction(double value) The fraction of the input data that is to be used to validate the Model.

Methods inherited from class com.google.protobuf.GeneratedMessage.Builder

addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface com.google.protobuf.MessageLite.Builder

mergeFrom

Method Detail

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<FractionSplit.Builder>

clear

public FractionSplit.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessage.Builder<FractionSplit.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<FractionSplit.Builder>

getDefaultInstanceForType

public FractionSplit getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public FractionSplit build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public FractionSplit buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

mergeFrom

public FractionSplit.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<FractionSplit.Builder>

mergeFrom

public FractionSplit.Builder mergeFrom(FractionSplit other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage.Builder<FractionSplit.Builder>

mergeFrom

public FractionSplit.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                throws IOException

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<FractionSplit.Builder>

Throws:

IOException

getTrainingFraction

public double getTrainingFraction()

 The fraction of the input data that is to be used to train the Model.
 

double training_fraction = 1;

Specified by:

getTrainingFraction in interface FractionSplitOrBuilder

Returns:

The trainingFraction.

setTrainingFraction

public FractionSplit.Builder setTrainingFraction(double value)

 The fraction of the input data that is to be used to train the Model.
 

double training_fraction = 1;

Parameters:

value - The trainingFraction to set.

Returns:

This builder for chaining.

clearTrainingFraction

public FractionSplit.Builder clearTrainingFraction()

 The fraction of the input data that is to be used to train the Model.
 

double training_fraction = 1;

Returns:

This builder for chaining.

getValidationFraction

public double getValidationFraction()

 The fraction of the input data that is to be used to validate the Model.
 

double validation_fraction = 2;

Specified by:

getValidationFraction in interface FractionSplitOrBuilder

Returns:

The validationFraction.

setValidationFraction

public FractionSplit.Builder setValidationFraction(double value)

 The fraction of the input data that is to be used to validate the Model.
 

double validation_fraction = 2;

Parameters:

value - The validationFraction to set.

Returns:

This builder for chaining.

clearValidationFraction

public FractionSplit.Builder clearValidationFraction()

 The fraction of the input data that is to be used to validate the Model.
 

double validation_fraction = 2;

Returns:

This builder for chaining.

getTestFraction

public double getTestFraction()

 The fraction of the input data that is to be used to evaluate the Model.
 

double test_fraction = 3;

Specified by:

getTestFraction in interface FractionSplitOrBuilder

Returns:

The testFraction.

setTestFraction

public FractionSplit.Builder setTestFraction(double value)

 The fraction of the input data that is to be used to evaluate the Model.
 

double test_fraction = 3;

Parameters:

value - The testFraction to set.

Returns:

This builder for chaining.

clearTestFraction

public FractionSplit.Builder clearTestFraction()

 The fraction of the input data that is to be used to evaluate the Model.
 

double test_fraction = 3;

Returns:

This builder for chaining.