Class PredefinedSplit (2.7.4)

public final class PredefinedSplit extends GeneratedMessageV3 implements PredefinedSplitOrBuilder

Assigns input data to training, validation, and test sets based on the value of a provided key. Supported only for tabular Datasets.

Protobuf type google.cloud.aiplatform.v1.PredefinedSplit

Static Fields

KEY_FIELD_NUMBER

public static final int KEY_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static PredefinedSplit getDefaultInstance()
Returns
TypeDescription
PredefinedSplit

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

newBuilder()

public static PredefinedSplit.Builder newBuilder()
Returns
TypeDescription
PredefinedSplit.Builder

newBuilder(PredefinedSplit prototype)

public static PredefinedSplit.Builder newBuilder(PredefinedSplit prototype)
Parameter
NameDescription
prototypePredefinedSplit
Returns
TypeDescription
PredefinedSplit.Builder

parseDelimitedFrom(InputStream input)

public static PredefinedSplit parseDelimitedFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
PredefinedSplit
Exceptions
TypeDescription
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static PredefinedSplit parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
PredefinedSplit
Exceptions
TypeDescription
IOException

parseFrom(byte[] data)

public static PredefinedSplit parseFrom(byte[] data)
Parameter
NameDescription
databyte[]
Returns
TypeDescription
PredefinedSplit
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static PredefinedSplit parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
databyte[]
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
PredefinedSplit
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data)

public static PredefinedSplit parseFrom(ByteString data)
Parameter
NameDescription
dataByteString
Returns
TypeDescription
PredefinedSplit
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static PredefinedSplit parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteString
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
PredefinedSplit
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static PredefinedSplit parseFrom(CodedInputStream input)
Parameter
NameDescription
inputCodedInputStream
Returns
TypeDescription
PredefinedSplit
Exceptions
TypeDescription
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static PredefinedSplit parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
PredefinedSplit
Exceptions
TypeDescription
IOException

parseFrom(InputStream input)

public static PredefinedSplit parseFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
PredefinedSplit
Exceptions
TypeDescription
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static PredefinedSplit parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
PredefinedSplit
Exceptions
TypeDescription
IOException

parseFrom(ByteBuffer data)

public static PredefinedSplit parseFrom(ByteBuffer data)
Parameter
NameDescription
dataByteBuffer
Returns
TypeDescription
PredefinedSplit
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static PredefinedSplit parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteBuffer
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
PredefinedSplit
Exceptions
TypeDescription
InvalidProtocolBufferException

parser()

public static Parser<PredefinedSplit> parser()
Returns
TypeDescription
Parser<PredefinedSplit>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
boolean
Overrides

getDefaultInstanceForType()

public PredefinedSplit getDefaultInstanceForType()
Returns
TypeDescription
PredefinedSplit

getKey()

public String getKey()

Required. The key is a name of one of the Dataset's data columns. The value of the key (either the label's value or value in the column) must be one of {training, validation, test}, and it defines to which set the given piece of data is assigned. 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 = 1 [(.google.api.field_behavior) = REQUIRED];

Returns
TypeDescription
String

The key.

getKeyBytes()

public ByteString getKeyBytes()

Required. The key is a name of one of the Dataset's data columns. The value of the key (either the label's value or value in the column) must be one of {training, validation, test}, and it defines to which set the given piece of data is assigned. 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 = 1 [(.google.api.field_behavior) = REQUIRED];

Returns
TypeDescription
ByteString

The bytes for key.

getParserForType()

public Parser<PredefinedSplit> getParserForType()
Returns
TypeDescription
Parser<PredefinedSplit>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

getUnknownFields()

public final UnknownFieldSet getUnknownFields()
Returns
TypeDescription
UnknownFieldSet
Overrides

hashCode()

public int hashCode()
Returns
TypeDescription
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

newBuilderForType()

public PredefinedSplit.Builder newBuilderForType()
Returns
TypeDescription
PredefinedSplit.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected PredefinedSplit.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
NameDescription
parentBuilderParent
Returns
TypeDescription
PredefinedSplit.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
NameDescription
unusedUnusedPrivateParameter
Returns
TypeDescription
Object
Overrides

toBuilder()

public PredefinedSplit.Builder toBuilder()
Returns
TypeDescription
PredefinedSplit.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
NameDescription
outputCodedOutputStream
Overrides Exceptions
TypeDescription
IOException