Package com.google.cloud.aiplatform.v1

Class 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.GeneratedMessageV3.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 Detail

      • 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.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.GeneratedMessageV3.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.GeneratedMessageV3.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

      • clone

        public FractionSplit.Builder clone()
        Specified by:
        clone in interface com.google.protobuf.Message.Builder
        Specified by:
        clone in interface com.google.protobuf.MessageLite.Builder
        Overrides:
        clone in class com.google.protobuf.GeneratedMessageV3.Builder<FractionSplit.Builder>

      • setField

        public FractionSplit.Builder setField​(com.google.protobuf.Descriptors.FieldDescriptor field,
                                      Object value)
        Specified by:
        setField in interface com.google.protobuf.Message.Builder
        Overrides:
        setField in class com.google.protobuf.GeneratedMessageV3.Builder<FractionSplit.Builder>

      • clearField

        public FractionSplit.Builder clearField​(com.google.protobuf.Descriptors.FieldDescriptor field)
        Specified by:
        clearField in interface com.google.protobuf.Message.Builder
        Overrides:
        clearField in class com.google.protobuf.GeneratedMessageV3.Builder<FractionSplit.Builder>

      • clearOneof

        public FractionSplit.Builder clearOneof​(com.google.protobuf.Descriptors.OneofDescriptor oneof)
        Specified by:
        clearOneof in interface com.google.protobuf.Message.Builder
        Overrides:
        clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<FractionSplit.Builder>

      • setRepeatedField

        public FractionSplit.Builder setRepeatedField​(com.google.protobuf.Descriptors.FieldDescriptor field,
                                              int index,
                                              Object value)
        Specified by:
        setRepeatedField in interface com.google.protobuf.Message.Builder
        Overrides:
        setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<FractionSplit.Builder>

      • addRepeatedField

        public FractionSplit.Builder addRepeatedField​(com.google.protobuf.Descriptors.FieldDescriptor field,
                                              Object value)
        Specified by:
        addRepeatedField in interface com.google.protobuf.Message.Builder
        Overrides:
        addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<FractionSplit.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>

      • isInitialized

        public final boolean isInitialized()
        Specified by:
        isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
        Overrides:
        isInitialized in class com.google.protobuf.GeneratedMessageV3.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.

      • setUnknownFields

        public final FractionSplit.Builder setUnknownFields​(com.google.protobuf.UnknownFieldSet unknownFields)
        Specified by:
        setUnknownFields in interface com.google.protobuf.Message.Builder
        Overrides:
        setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<FractionSplit.Builder>

      • mergeUnknownFields

        public final FractionSplit.Builder mergeUnknownFields​(com.google.protobuf.UnknownFieldSet unknownFields)
        Specified by:
        mergeUnknownFields in interface com.google.protobuf.Message.Builder
        Overrides:
        mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<FractionSplit.Builder>