Class AutoMlTablesInputs.Transformation.NumericTransformation.Builder (3.7.0)
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public static final class AutoMlTablesInputs . Transformation . NumericTransformation . Builder extends GeneratedMessageV3 . Builder<AutoMlTablesInputs . Transformation . NumericTransformation . Builder > implements AutoMlTablesInputs . Transformation . NumericTransformationOrBuilder
Training pipeline will perform following transformation functions.
The value converted to float32.
The z_score of the value.
log(value+1) when the value is greater than or equal to 0. Otherwise,
this transformation is not applied and the value is considered a
missing value.
z_score of log(value+1) when the value is greater than or equal to 0.
Otherwise, this transformation is not applied and the value is
considered a missing value.
A boolean value that indicates whether the value is valid.
Protobuf type
google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericTransformation
Inherited Members
com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)
com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)
com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)
Static Methods
public static final Descriptors . Descriptor getDescriptor ()
Returns
Methods
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder addRepeatedField ( Descriptors . FieldDescriptor field , Object value )
Parameters
Returns
Overrides
public AutoMlTablesInputs . Transformation . NumericTransformation build ()
Returns
public AutoMlTablesInputs . Transformation . NumericTransformation buildPartial ()
Returns
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder clear ()
Returns
Overrides
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder clearColumnName ()
Returns
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder clearField ( Descriptors . FieldDescriptor field )
Parameter
Returns
Overrides
public AutoMlTablesInputs . Transformation . NumericTransformation . 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
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder clearOneof ( Descriptors . OneofDescriptor oneof )
Parameter
Returns
Overrides
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder clone ()
Returns
Overrides
public String getColumnName ()
Returns
Type Description
String The columnName.
public ByteString getColumnNameBytes ()
Returns
Type Description
ByteString The bytes for columnName.
public AutoMlTablesInputs . Transformation . NumericTransformation getDefaultInstanceForType ()
Returns
public Descriptors . Descriptor getDescriptorForType ()
Returns
Overrides
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.
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Returns
Overrides
public final boolean isInitialized ()
Returns
Overrides
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder mergeFrom ( AutoMlTablesInputs . Transformation . NumericTransformation other )
Parameter
Returns
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder mergeFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Overrides
Exceptions
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder mergeFrom ( Message other )
Parameter
Returns
Overrides
public final AutoMlTablesInputs . Transformation . NumericTransformation . Builder mergeUnknownFields ( UnknownFieldSet unknownFields )
Parameter
Returns
Overrides
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder setColumnName ( String value )
Parameter
Name Description
value String The columnName to set.
Returns
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder setColumnNameBytes ( ByteString value )
Parameter
Name Description
value ByteString The bytes for columnName to set.
Returns
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder setField ( Descriptors . FieldDescriptor field , Object value )
Parameters
Returns
Overrides
public AutoMlTablesInputs . Transformation . NumericTransformation . 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
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder setRepeatedField ( Descriptors . FieldDescriptor field , int index , Object value )
Parameters
Returns
Overrides
public final AutoMlTablesInputs . Transformation . NumericTransformation . Builder setUnknownFields ( UnknownFieldSet unknownFields )
Parameter
Returns
Overrides
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Last updated 2026-03-14 UTC.
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