com.google.cloud.aiplatform.v1

Class TimestampSplit.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

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

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

com.google.cloud.aiplatform.v1.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.GeneratedMessage.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 Summary

Modifier and Type	Method and Description
TimestampSplit	build()
TimestampSplit	buildPartial()
TimestampSplit.Builder	clear()
TimestampSplit.Builder	clearKey() Required.
TimestampSplit.Builder	clearTestFraction() The fraction of the input data that is to be used to evaluate the Model.
TimestampSplit.Builder	clearTrainingFraction() The fraction of the input data that is to be used to train the Model.
TimestampSplit.Builder	clearValidationFraction() The fraction of the input data that is to be used to validate the Model.
TimestampSplit	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
String	getKey() Required.
com.google.protobuf.ByteString	getKeyBytes() Required.
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()
TimestampSplit.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
TimestampSplit.Builder	mergeFrom(com.google.protobuf.Message other)
TimestampSplit.Builder	mergeFrom(TimestampSplit other)
TimestampSplit.Builder	setKey(String value) Required.
TimestampSplit.Builder	setKeyBytes(com.google.protobuf.ByteString value) Required.
TimestampSplit.Builder	setTestFraction(double value) The fraction of the input data that is to be used to evaluate the Model.
TimestampSplit.Builder	setTrainingFraction(double value) The fraction of the input data that is to be used to train the Model.
TimestampSplit.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<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.GeneratedMessage.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.GeneratedMessage.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

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>

mergeFrom

public TimestampSplit.Builder mergeFrom(TimestampSplit other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage.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.