public static final class PredefinedSplit.Builder extends GeneratedMessageV3.Builder<PredefinedSplit.Builder> 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.v1beta1.PredefinedSplit
Static Methods
public static final Descriptors.Descriptor getDescriptor()
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Methods
public PredefinedSplit.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
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Overrides
public PredefinedSplit build()
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public PredefinedSplit buildPartial()
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public PredefinedSplit.Builder clear()
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public PredefinedSplit.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
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Overrides
public PredefinedSplit.Builder clearKey()
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];
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public PredefinedSplit.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
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Overrides
public PredefinedSplit.Builder clone()
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public PredefinedSplit getDefaultInstanceForType()
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public Descriptors.Descriptor getDescriptorForType()
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Overrides
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
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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Overrides
public final boolean isInitialized()
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Overrides
public PredefinedSplit.Builder mergeFrom(PredefinedSplit other)
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public PredefinedSplit.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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Exceptions
public PredefinedSplit.Builder mergeFrom(Message other)
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public final PredefinedSplit.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
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Overrides
public PredefinedSplit.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
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Overrides
public PredefinedSplit.Builder setKey(String value)
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];
Parameter
Name | Description |
value | String
The key to set.
|
Returns
public PredefinedSplit.Builder setKeyBytes(ByteString value)
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];
Parameter
Name | Description |
value | ByteString
The bytes for key to set.
|
Returns
public PredefinedSplit.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters
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Overrides
public final PredefinedSplit.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
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