Class AutoMlTablesInputs.Transformation.NumericTransformation (3.83.0)
3.88.0 (latest)
3.86.0
3.84.0
3.83.0
3.82.0
3.81.0
3.79.0
3.77.0
3.76.0
3.75.0
3.74.0
3.73.0
3.71.0
3.69.0
3.68.0
3.65.0
3.64.0
3.63.0
3.61.0
3.60.0
3.59.0
3.58.0
3.57.0
3.56.0
3.55.0
3.54.0
3.53.0
3.52.0
3.50.0
3.49.0
3.48.0
3.47.0
3.46.0
3.45.0
3.44.0
3.43.0
3.42.0
3.41.0
3.40.0
3.38.0
3.37.0
3.36.0
3.35.0
3.34.0
3.33.0
3.32.0
3.31.0
3.30.0
3.29.0
3.28.0
3.25.0
3.24.0
3.23.0
3.22.0
3.21.0
3.20.0
3.19.0
3.18.0
3.17.0
3.16.0
3.15.0
3.14.0
3.13.0
3.12.0
3.11.0
3.10.0
3.9.0
3.8.0
3.7.0
3.6.0
3.5.0
3.4.2
3.3.0
3.2.0
3.0.0
2.9.8
2.8.9
2.7.4
2.5.3
2.4.0
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
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)
com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)
com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)
Static Fields
public static final int COLUMN_NAME_FIELD_NUMBER
Field Value
Type Description
int
public static final int INVALID_VALUES_ALLOWED_FIELD_NUMBER
Field Value
Type Description
int
Static Methods
public static AutoMlTablesInputs . Transformation . NumericTransformation getDefaultInstance ()
public static final Descriptors . Descriptor getDescriptor ()
public static AutoMlTablesInputs . Transformation . NumericTransformation . Builder newBuilder ()
public static AutoMlTablesInputs . Transformation . NumericTransformation . Builder newBuilder ( AutoMlTablesInputs . Transformation . NumericTransformation prototype )
public static AutoMlTablesInputs . Transformation . NumericTransformation parseDelimitedFrom ( InputStream input )
public static AutoMlTablesInputs . Transformation . NumericTransformation parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( byte [] data )
Parameter
Name Description
databyte []
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( ByteString data )
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( CodedInputStream input )
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( InputStream input )
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( ByteBuffer data )
public static AutoMlTablesInputs . Transformation . NumericTransformation parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
public static Parser<AutoMlTablesInputs . Transformation . NumericTransformation > parser ()
Methods
public boolean equals ( Object obj )
Parameter
Name Description
objObject
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 ()
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 ()
Overrides
public int getSerializedSize ()
Returns
Type Description
int
Overrides
Returns
Type Description
int
Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
Overrides
public final boolean isInitialized ()
Overrides
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder newBuilderForType ()
protected AutoMlTablesInputs . Transformation . NumericTransformation . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
Overrides
protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
Returns
Type Description
Object
Overrides
public AutoMlTablesInputs . Transformation . NumericTransformation . Builder toBuilder ()
public void writeTo ( CodedOutputStream output )
Overrides
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2026-03-14 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2026-03-14 UTC."],[],[]]
