Class AutoMlTablesInputs.Transformation.NumericTransformation (2.7.4)
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public static final class AutoMlTablesInputs . Transformation . NumericTransformation extends GeneratedMessageV3 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
Static Fields
public static final int COLUMN_NAME_FIELD_NUMBER
Field Value
public static final int INVALID_VALUES_ALLOWED_FIELD_NUMBER
Field Value
Static Methods
public static AutoMlTablesInputs . Transformation . NumericTransformation getDefaultInstance ()
Returns
public static final Descriptors . Descriptor getDescriptor ()
Returns
public static AutoMlTablesInputs . Transformation . NumericTransformation . Builder newBuilder ()
Returns
public static AutoMlTablesInputs . Transformation . NumericTransformation . Builder newBuilder ( AutoMlTablesInputs . Transformation . NumericTransformation prototype )
Parameter
Returns
public static AutoMlTablesInputs . Transformation . NumericTransformation parseDelimitedFrom ( InputStream input )
Parameter
Returns
Exceptions
public static AutoMlTablesInputs . Transformation . NumericTransformation parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( byte [] data )
Parameter
Name Description
data byte []
Returns
Exceptions
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( ByteString data )
Parameter
Returns
Exceptions
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( CodedInputStream input )
Parameter
Returns
Exceptions
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( InputStream input )
Parameter
Returns
Exceptions
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( ByteBuffer data )
Parameter
Returns
Exceptions
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
Parameters
Returns
Exceptions
public static Parser<AutoMlTablesInputs . Transformation . NumericTransformation > parser ()
Returns
Methods
public boolean equals ( Object obj )
Parameter
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 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.
public Parser<AutoMlTablesInputs . Transformation . NumericTransformation > getParserForType ()
Returns
Overrides
public int getSerializedSize ()
Returns
Overrides
public final UnknownFieldSet getUnknownFields ()
Returns
Overrides
Returns
Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Returns
Overrides
public final boolean isInitialized ()
Returns
Overrides
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder newBuilderForType ()
Returns
protected AutoMlTablesInputs . Transformation . NumericTransformation . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Parameter
Returns
Overrides
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Parameter
Returns
Overrides
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder toBuilder ()
Returns
public void writeTo ( CodedOutputStream output )
Parameter
Overrides
Exceptions
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Last updated 2026-03-14 UTC.
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