Class AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder (2.4.0)
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public static final class AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder extends GeneratedMessageV3 . Builder<AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder > implements AutoMlTablesInputs . Transformation . CategoricalArrayTransformationOrBuilder
Treats the column as categorical array and performs following
transformation functions.
For each element in the array, convert the category name to a
dictionary
lookup index and generate an embedding for each index.
Combine the embedding of all elements into a single embedding using
the mean.
Empty arrays treated as an embedding of zeroes.
Protobuf type
google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalArrayTransformation
Methods
public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder addRepeatedField ( Descriptors . FieldDescriptor field , Object value )
Parameters
Returns
Overrides
public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation build ()
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public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation buildPartial ()
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public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder clear ()
Returns
Overrides
public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder clearColumnName ()
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public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder clearField ( Descriptors . FieldDescriptor field )
Parameter
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Overrides
public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder clearOneof ( Descriptors . OneofDescriptor oneof )
Parameter
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public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder clone ()
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Overrides
public String getColumnName ()
Returns
Type Description
String The columnName.
public ByteString getColumnNameBytes ()
Returns
Type Description
ByteString The bytes for columnName.
public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation getDefaultInstanceForType ()
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public static final Descriptors . Descriptor getDescriptor ()
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public Descriptors . Descriptor getDescriptorForType ()
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Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
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Overrides
public final boolean isInitialized ()
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Overrides
public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder mergeFrom ( AutoMlTablesInputs . Transformation . CategoricalArrayTransformation other )
Parameter
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public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder mergeFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
Parameters
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Overrides
Exceptions
public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder mergeFrom ( Message other )
Parameter
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Overrides
public final AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder mergeUnknownFields ( UnknownFieldSet unknownFields )
Parameter
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public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder setColumnName ( String value )
Parameter
Name Description
value String The columnName to set.
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public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder setColumnNameBytes ( ByteString value )
Parameter
Name Description
value ByteString The bytes for columnName to set.
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public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder setField ( Descriptors . FieldDescriptor field , Object value )
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public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder setRepeatedField ( Descriptors . FieldDescriptor field , int index , Object value )
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public final AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder setUnknownFields ( UnknownFieldSet unknownFields )
Parameter
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Overrides
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Last updated 2026-03-31 UTC.
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