Package com.google.cloud.aiplatform.v1

Class FractionSplit

  • All Implemented Interfaces:
    FractionSplitOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
    public final class FractionSplit
extends com.google.protobuf.GeneratedMessageV3
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
    See Also:
    Serialized Form

    • Nested Class Summary

      Nested Classes 
      Modifier and Type Class Description
      static class  FractionSplit.Builder
      Assigns the input data to training, validation, and test sets as per the given fractions.

      • 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 Description
      static int TEST_FRACTION_FIELD_NUMBER  
      static int TRAINING_FRACTION_FIELD_NUMBER  
      static int VALIDATION_FRACTION_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

    • Field Detail

      • TRAINING_FRACTION_FIELD_NUMBER

        public static final int TRAINING_FRACTION_FIELD_NUMBER
        See Also:
        Constant Field Values

      • VALIDATION_FRACTION_FIELD_NUMBER

        public static final int VALIDATION_FRACTION_FIELD_NUMBER
        See Also:
        Constant Field Values

      • TEST_FRACTION_FIELD_NUMBER

        public static final int TEST_FRACTION_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

      • 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.

      • 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.

      • 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.

      • 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 FractionSplit parseFrom​(ByteBuffer data)
                               throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static FractionSplit parseFrom​(ByteBuffer data,
                                      com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                               throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static FractionSplit parseFrom​(com.google.protobuf.ByteString data)
                               throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static FractionSplit parseFrom​(com.google.protobuf.ByteString data,
                                      com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                               throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static FractionSplit parseFrom​(byte[] data)
                               throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static FractionSplit parseFrom​(byte[] data,
                                      com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                               throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

        public static FractionSplit parseFrom​(com.google.protobuf.CodedInputStream input,
                                      com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                               throws IOException
        Throws:
        IOException

      • newBuilderForType

        public FractionSplit.Builder newBuilderForType()
        Specified by:
        newBuilderForType in interface com.google.protobuf.Message
        Specified by:
        newBuilderForType in interface com.google.protobuf.MessageLite

      • toBuilder

        public FractionSplit.Builder toBuilder()
        Specified by:
        toBuilder in interface com.google.protobuf.Message
        Specified by:
        toBuilder in interface com.google.protobuf.MessageLite

      • newBuilderForType

        protected FractionSplit.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class com.google.protobuf.GeneratedMessageV3

      • getDefaultInstance

        public static FractionSplit getDefaultInstance()

      • parser

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

      • getParserForType

        public com.google.protobuf.Parser<FractionSplit> 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 FractionSplit getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder