Package com.google.cloud.aiplatform.v1

Class TimestampSplit.Builder

  • All Implemented Interfaces:
    TimestampSplitOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable
    Enclosing class:
    TimestampSplit
    public static final class TimestampSplit.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<TimestampSplit.Builder>
implements TimestampSplitOrBuilder
     Assigns input data to training, validation, and test sets based on a
 provided timestamps. The youngest data pieces are assigned to training set,
 next to validation set, and the oldest to the test set.

 Supported only for tabular Datasets.
    Protobuf type google.cloud.aiplatform.v1.TimestampSplit

    • 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<TimestampSplit.Builder>

      • clear

        public TimestampSplit.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<TimestampSplit.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<TimestampSplit.Builder>

      • getDefaultInstanceForType

        public TimestampSplit getDefaultInstanceForType()
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
        Specified by:
        getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

      • build

        public TimestampSplit build()
        Specified by:
        build in interface com.google.protobuf.Message.Builder
        Specified by:
        build in interface com.google.protobuf.MessageLite.Builder

      • buildPartial

        public TimestampSplit buildPartial()
        Specified by:
        buildPartial in interface com.google.protobuf.Message.Builder
        Specified by:
        buildPartial in interface com.google.protobuf.MessageLite.Builder

      • clone

        public TimestampSplit.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<TimestampSplit.Builder>

      • setField

        public TimestampSplit.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<TimestampSplit.Builder>

      • clearField

        public TimestampSplit.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<TimestampSplit.Builder>

      • clearOneof

        public TimestampSplit.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<TimestampSplit.Builder>

      • setRepeatedField

        public TimestampSplit.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<TimestampSplit.Builder>

      • addRepeatedField

        public TimestampSplit.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<TimestampSplit.Builder>

      • mergeFrom

        public TimestampSplit.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<TimestampSplit.Builder>

      • isInitialized

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

      • mergeFrom

        public TimestampSplit.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<TimestampSplit.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 TimestampSplitOrBuilder
        Returns:
        The trainingFraction.

      • setTrainingFraction

        public TimestampSplit.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 TimestampSplit.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 TimestampSplitOrBuilder
        Returns:
        The validationFraction.

      • setValidationFraction

        public TimestampSplit.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 TimestampSplit.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 TimestampSplitOrBuilder
        Returns:
        The testFraction.

      • setTestFraction

        public TimestampSplit.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 TimestampSplit.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.

      • getKey

        public String getKey()
         Required. The key is a name of one of the Dataset's data columns.
 The values of the key (the values in the column) must be in RFC 3339
 `date-time` format, where `time-offset` = `"Z"`
 (e.g. 1985-04-12T23:20:50.52Z). If for a piece of data the key is not
 present or has an invalid value, that piece is ignored by the pipeline.
        string key = 4 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        getKey in interface TimestampSplitOrBuilder
        Returns:
        The key.

      • getKeyBytes

        public com.google.protobuf.ByteString getKeyBytes()
         Required. The key is a name of one of the Dataset's data columns.
 The values of the key (the values in the column) must be in RFC 3339
 `date-time` format, where `time-offset` = `"Z"`
 (e.g. 1985-04-12T23:20:50.52Z). If for a piece of data the key is not
 present or has an invalid value, that piece is ignored by the pipeline.
        string key = 4 [(.google.api.field_behavior) = REQUIRED];
        Specified by:
        getKeyBytes in interface TimestampSplitOrBuilder
        Returns:
        The bytes for key.

      • setKey

        public TimestampSplit.Builder setKey​(String value)
         Required. The key is a name of one of the Dataset's data columns.
 The values of the key (the values in the column) must be in RFC 3339
 `date-time` format, where `time-offset` = `"Z"`
 (e.g. 1985-04-12T23:20:50.52Z). If for a piece of data the key is not
 present or has an invalid value, that piece is ignored by the pipeline.
        string key = 4 [(.google.api.field_behavior) = REQUIRED];
        Parameters:
        value - The key to set.
        Returns:
        This builder for chaining.

      • clearKey

        public TimestampSplit.Builder clearKey()
         Required. The key is a name of one of the Dataset's data columns.
 The values of the key (the values in the column) must be in RFC 3339
 `date-time` format, where `time-offset` = `"Z"`
 (e.g. 1985-04-12T23:20:50.52Z). If for a piece of data the key is not
 present or has an invalid value, that piece is ignored by the pipeline.
        string key = 4 [(.google.api.field_behavior) = REQUIRED];
        Returns:
        This builder for chaining.

      • setKeyBytes

        public TimestampSplit.Builder setKeyBytes​(com.google.protobuf.ByteString value)
         Required. The key is a name of one of the Dataset's data columns.
 The values of the key (the values in the column) must be in RFC 3339
 `date-time` format, where `time-offset` = `"Z"`
 (e.g. 1985-04-12T23:20:50.52Z). If for a piece of data the key is not
 present or has an invalid value, that piece is ignored by the pipeline.
        string key = 4 [(.google.api.field_behavior) = REQUIRED];
        Parameters:
        value - The bytes for key to set.
        Returns:
        This builder for chaining.

      • setUnknownFields

        public final TimestampSplit.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<TimestampSplit.Builder>

      • mergeUnknownFields

        public final TimestampSplit.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<TimestampSplit.Builder>