Class AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder (2.4.0)

public static final class AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder extends GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder> implements AutoMlTablesInputs.Transformation.CategoricalTransformationOrBuilder

Training pipeline will perform following transformation functions.

  • The categorical string as is--no change to case, punctuation, spelling, tense, and so on.
  • Convert the category name to a dictionary lookup index and generate an embedding for each index.
  • Categories that appear less than 5 times in the training dataset are treated as the "unknown" category. The "unknown" category gets its own special lookup index and resulting embedding.

Protobuf type google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.CategoricalTransformation

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
NameDescription
fieldFieldDescriptor
valueObject
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder
Overrides

build()

public AutoMlTablesInputs.Transformation.CategoricalTransformation build()
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation

buildPartial()

public AutoMlTablesInputs.Transformation.CategoricalTransformation buildPartial()
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation

clear()

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clear()
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder
Overrides

clearColumnName()

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clearColumnName()

string column_name = 1;

Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder

This builder for chaining.

clearField(Descriptors.FieldDescriptor field)

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
NameDescription
fieldFieldDescriptor
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder
Overrides

clearOneof(Descriptors.OneofDescriptor oneof)

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
NameDescription
oneofOneofDescriptor
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder
Overrides

clone()

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder clone()
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder
Overrides

getColumnName()

public String getColumnName()

string column_name = 1;

Returns
TypeDescription
String

The columnName.

getColumnNameBytes()

public ByteString getColumnNameBytes()

string column_name = 1;

Returns
TypeDescription
ByteString

The bytes for columnName.

getDefaultInstanceForType()

public AutoMlTablesInputs.Transformation.CategoricalTransformation getDefaultInstanceForType()
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()
Returns
TypeDescription
Descriptor
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

mergeFrom(AutoMlTablesInputs.Transformation.CategoricalTransformation other)

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder mergeFrom(AutoMlTablesInputs.Transformation.CategoricalTransformation other)
Parameter
NameDescription
otherAutoMlTablesInputs.Transformation.CategoricalTransformation
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder
Overrides Exceptions
TypeDescription
IOException

mergeFrom(Message other)

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder mergeFrom(Message other)
Parameter
NameDescription
otherMessage
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder
Overrides

mergeUnknownFields(UnknownFieldSet unknownFields)

public final AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
NameDescription
unknownFieldsUnknownFieldSet
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder
Overrides

setColumnName(String value)

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setColumnName(String value)

string column_name = 1;

Parameter
NameDescription
valueString

The columnName to set.

Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder

This builder for chaining.

setColumnNameBytes(ByteString value)

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setColumnNameBytes(ByteString value)

string column_name = 1;

Parameter
NameDescription
valueByteString

The bytes for columnName to set.

Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder

This builder for chaining.

setField(Descriptors.FieldDescriptor field, Object value)

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
NameDescription
fieldFieldDescriptor
valueObject
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder
Overrides

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters
NameDescription
fieldFieldDescriptor
indexint
valueObject
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder
Overrides

setUnknownFields(UnknownFieldSet unknownFields)

public final AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
NameDescription
unknownFieldsUnknownFieldSet
Returns
TypeDescription
AutoMlTablesInputs.Transformation.CategoricalTransformation.Builder
Overrides