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public static final class AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder extends GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder> implements AutoMlTablesInputs.Transformation.CategoricalArrayTransformationOrBuilderTreats 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.v1beta1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalArrayTransformation
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.BuilderMethods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Name | Description |
| field | FieldDescriptor |
| value | Object |
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
build()
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation build()| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
buildPartial()
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation buildPartial()| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
clear()
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder clear()| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
clearColumnName()
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder clearColumnName()string column_name = 1;
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder | This builder for chaining. |
clearField(Descriptors.FieldDescriptor field)
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder clearField(Descriptors.FieldDescriptor field)| Name | Description |
| field | FieldDescriptor |
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
clearOneof(Descriptors.OneofDescriptor oneof)
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Name | Description |
| oneof | OneofDescriptor |
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
clone()
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder clone()| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
getColumnName()
public String getColumnName()string column_name = 1;
| Type | Description |
| String | The columnName. |
getColumnNameBytes()
public ByteString getColumnNameBytes()string column_name = 1;
| Type | Description |
| ByteString | The bytes for columnName. |
getDefaultInstanceForType()
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation getDefaultInstanceForType()| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Type | Description |
| Descriptor |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Type | Description |
| Descriptor |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Type | Description |
| FieldAccessorTable |
isInitialized()
public final boolean isInitialized()| Type | Description |
| boolean |
mergeFrom(AutoMlTablesInputs.Transformation.CategoricalArrayTransformation other)
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder mergeFrom(AutoMlTablesInputs.Transformation.CategoricalArrayTransformation other)| Name | Description |
| other | AutoMlTablesInputs.Transformation.CategoricalArrayTransformation |
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | CodedInputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
| Type | Description |
| IOException |
mergeFrom(Message other)
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder mergeFrom(Message other)| Name | Description |
| other | Message |
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Name | Description |
| unknownFields | UnknownFieldSet |
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
setColumnName(String value)
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder setColumnName(String value)string column_name = 1;
| Name | Description |
| value | StringThe columnName to set. |
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder | This builder for chaining. |
setColumnNameBytes(ByteString value)
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder setColumnNameBytes(ByteString value)string column_name = 1;
| Name | Description |
| value | ByteStringThe bytes for columnName to set. |
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder | This builder for chaining. |
setField(Descriptors.FieldDescriptor field, Object value)
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder setField(Descriptors.FieldDescriptor field, Object value)| Name | Description |
| field | FieldDescriptor |
| value | Object |
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Name | Description |
| field | FieldDescriptor |
| index | int |
| value | Object |
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |
setUnknownFields(UnknownFieldSet unknownFields)
public final AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder setUnknownFields(UnknownFieldSet unknownFields)| Name | Description |
| unknownFields | UnknownFieldSet |
| Type | Description |
| AutoMlTablesInputs.Transformation.CategoricalArrayTransformation.Builder |