Class AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder (3.43.0)

public static final class AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder extends GeneratedMessageV3.Builder<AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder> implements AutoMlTablesInputs.Transformation.NumericArrayTransformationOrBuilder

Treats the column as numerical array and performs following transformation functions.

  • All transformations for Numerical types applied to the average of the all elements.
  • The average of empty arrays is treated as zero.

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

Inheritance

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

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder
Overrides

build()

public AutoMlTablesInputs.Transformation.NumericArrayTransformation build()
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation

buildPartial()

public AutoMlTablesInputs.Transformation.NumericArrayTransformation buildPartial()
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation

clear()

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder clear()
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder
Overrides

clearColumnName()

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder clearColumnName()

string column_name = 1;

Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder

This builder for chaining.

clearField(Descriptors.FieldDescriptor field)

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
Name Description
field FieldDescriptor
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder
Overrides

clearInvalidValuesAllowed()

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder clearInvalidValuesAllowed()

If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid. Otherwise, the training pipeline will discard the input row from trainining data.

bool invalid_values_allowed = 2;

Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder

This builder for chaining.

clearOneof(Descriptors.OneofDescriptor oneof)

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
Name Description
oneof OneofDescriptor
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder
Overrides

clone()

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder clone()
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder
Overrides

getColumnName()

public String getColumnName()

string column_name = 1;

Returns
Type Description
String

The columnName.

getColumnNameBytes()

public ByteString getColumnNameBytes()

string column_name = 1;

Returns
Type Description
ByteString

The bytes for columnName.

getDefaultInstanceForType()

public AutoMlTablesInputs.Transformation.NumericArrayTransformation getDefaultInstanceForType()
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()
Returns
Type Description
Descriptor
Overrides

getInvalidValuesAllowed()

public boolean getInvalidValuesAllowed()

If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid. Otherwise, the training pipeline will discard the input row from trainining data.

bool invalid_values_allowed = 2;

Returns
Type Description
boolean

The invalidValuesAllowed.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

mergeFrom(AutoMlTablesInputs.Transformation.NumericArrayTransformation other)

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder mergeFrom(AutoMlTablesInputs.Transformation.NumericArrayTransformation other)
Parameter
Name Description
other AutoMlTablesInputs.Transformation.NumericArrayTransformation
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder
Overrides
Exceptions
Type Description
IOException

mergeFrom(Message other)

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder mergeFrom(Message other)
Parameter
Name Description
other Message
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder
Overrides

mergeUnknownFields(UnknownFieldSet unknownFields)

public final AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder
Overrides

setColumnName(String value)

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

string column_name = 1;

Parameter
Name Description
value String

The columnName to set.

Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder

This builder for chaining.

setColumnNameBytes(ByteString value)

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

string column_name = 1;

Parameter
Name Description
value ByteString

The bytes for columnName to set.

Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder

This builder for chaining.

setField(Descriptors.FieldDescriptor field, Object value)

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder
Overrides

setInvalidValuesAllowed(boolean value)

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder setInvalidValuesAllowed(boolean value)

If invalid values is allowed, the training pipeline will create a boolean feature that indicated whether the value is valid. Otherwise, the training pipeline will discard the input row from trainining data.

bool invalid_values_allowed = 2;

Parameter
Name Description
value boolean

The invalidValuesAllowed to set.

Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder

This builder for chaining.

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

public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters
Name Description
field FieldDescriptor
index int
value Object
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder
Overrides

setUnknownFields(UnknownFieldSet unknownFields)

public final AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder
Overrides