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
public static final int KEY_FIELD_NUMBER
Field Value
Static Methods
public static PredefinedSplit getDefaultInstance()
Returns
public static final Descriptors.Descriptor getDescriptor()
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public static PredefinedSplit.Builder newBuilder()
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public static PredefinedSplit.Builder newBuilder(PredefinedSplit prototype)
Parameter
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public static PredefinedSplit parseDelimitedFrom(InputStream input)
Parameter
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Exceptions
public static PredefinedSplit parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
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Exceptions
public static PredefinedSplit parseFrom(byte[] data)
Parameter
Name | Description |
data | byte[]
|
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Exceptions
public static PredefinedSplit parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
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Exceptions
public static PredefinedSplit parseFrom(ByteString data)
Parameter
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Exceptions
public static PredefinedSplit parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
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Exceptions
public static PredefinedSplit parseFrom(CodedInputStream input)
Parameter
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Exceptions
public static PredefinedSplit parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
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Exceptions
public static PredefinedSplit parseFrom(InputStream input)
Parameter
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Exceptions
public static PredefinedSplit parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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Exceptions
public static PredefinedSplit parseFrom(ByteBuffer data)
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Exceptions
public static PredefinedSplit parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
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Exceptions
public static Parser<PredefinedSplit> parser()
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Methods
public boolean equals(Object obj)
Parameter
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Overrides
public PredefinedSplit getDefaultInstanceForType()
Returns
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
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
public Parser<PredefinedSplit> getParserForType()
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Overrides
public int getSerializedSize()
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Overrides
public final UnknownFieldSet getUnknownFields()
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Overrides
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Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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Overrides
public final boolean isInitialized()
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Overrides
public PredefinedSplit.Builder newBuilderForType()
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protected PredefinedSplit.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
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Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
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Overrides
public PredefinedSplit.Builder toBuilder()
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public void writeTo(CodedOutputStream output)
Parameter
Overrides
Exceptions