public static final class AutoMlTablesInputs.Transformation.NumericArrayTransformation extends GeneratedMessageV3 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.v1beta1.schema.trainingjob.definition.AutoMlTablesInputs.Transformation.NumericArrayTransformation
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.NumericArrayTransformation getDefaultInstance()
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public static final Descriptors.Descriptor getDescriptor()
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public static AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder newBuilder()
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public static AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder newBuilder(AutoMlTablesInputs.Transformation.NumericArrayTransformation prototype)
Parameter
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public static AutoMlTablesInputs.Transformation.NumericArrayTransformation parseDelimitedFrom(InputStream input)
Parameter
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Exceptions
public static AutoMlTablesInputs.Transformation.NumericArrayTransformation parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
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Exceptions
public static AutoMlTablesInputs.Transformation.NumericArrayTransformation parseFrom(byte[] data)
Parameter
Name | Description |
data | byte[]
|
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Exceptions
public static AutoMlTablesInputs.Transformation.NumericArrayTransformation parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
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Exceptions
public static AutoMlTablesInputs.Transformation.NumericArrayTransformation parseFrom(ByteString data)
Parameter
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Exceptions
public static AutoMlTablesInputs.Transformation.NumericArrayTransformation parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
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Exceptions
public static AutoMlTablesInputs.Transformation.NumericArrayTransformation parseFrom(CodedInputStream input)
Parameter
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Exceptions
public static AutoMlTablesInputs.Transformation.NumericArrayTransformation parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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Exceptions
public static AutoMlTablesInputs.Transformation.NumericArrayTransformation parseFrom(InputStream input)
Parameter
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Exceptions
public static AutoMlTablesInputs.Transformation.NumericArrayTransformation parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
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Exceptions
public static AutoMlTablesInputs.Transformation.NumericArrayTransformation parseFrom(ByteBuffer data)
Parameter
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Exceptions
public static AutoMlTablesInputs.Transformation.NumericArrayTransformation parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
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Exceptions
public static Parser<AutoMlTablesInputs.Transformation.NumericArrayTransformation> parser()
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Methods
public boolean equals(Object obj)
Parameter
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Overrides
public String getColumnName()
Returns
Type | Description |
String | The columnName.
|
public ByteString getColumnNameBytes()
Returns
Type | Description |
ByteString | The bytes for columnName.
|
public AutoMlTablesInputs.Transformation.NumericArrayTransformation 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.NumericArrayTransformation> getParserForType()
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Overrides
public int getSerializedSize()
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Overrides
public final UnknownFieldSet getUnknownFields()
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protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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Overrides
public final boolean isInitialized()
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Overrides
public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder newBuilderForType()
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protected AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
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Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
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Overrides
public AutoMlTablesInputs.Transformation.NumericArrayTransformation.Builder toBuilder()
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public void writeTo(CodedOutputStream output)
Parameter
Overrides
Exceptions