Class AutoMlTablesInputs.Transformation.CategoricalArrayTransformation (2.4.0)
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public static final class AutoMlTablesInputs . Transformation . CategoricalArrayTransformation extends GeneratedMessageV3 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
Fields
public static final int COLUMN_NAME_FIELD_NUMBER
Field Value
Methods
public boolean equals ( Object obj )
Parameter
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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 static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation getDefaultInstance ()
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public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation getDefaultInstanceForType ()
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public static final Descriptors . Descriptor getDescriptor ()
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public Parser<AutoMlTablesInputs . Transformation . CategoricalArrayTransformation > getParserForType ()
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Overrides
public int getSerializedSize ()
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public final UnknownFieldSet getUnknownFields ()
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protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
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public final boolean isInitialized ()
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Overrides
public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder newBuilder ()
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public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder newBuilder ( AutoMlTablesInputs . Transformation . CategoricalArrayTransformation prototype )
Parameter
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public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder newBuilderForType ()
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protected AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Parameter
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protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Parameter
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public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation parseDelimitedFrom ( InputStream input )
Parameter
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Exceptions
public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
Parameters
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Exceptions
public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation parseFrom ( byte [] data )
Parameter
Name Description
data byte []
Returns
Exceptions
public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
Parameters
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Exceptions
public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation parseFrom ( ByteString data )
Parameter
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Exceptions
public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
Parameters
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Exceptions
public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation parseFrom ( CodedInputStream input )
Parameter
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Exceptions
public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
Parameters
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Exceptions
public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation parseFrom ( InputStream input )
Parameter
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Exceptions
public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
Parameters
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Exceptions
public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation parseFrom ( ByteBuffer data )
Parameter
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Exceptions
public static AutoMlTablesInputs . Transformation . CategoricalArrayTransformation parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
public static Parser<AutoMlTablesInputs . Transformation . CategoricalArrayTransformation > parser ()
Returns
public AutoMlTablesInputs . Transformation . CategoricalArrayTransformation . Builder toBuilder ()
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public void writeTo ( CodedOutputStream output )
Parameter
Overrides
Exceptions
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Last updated 2026-03-14 UTC.
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