software.amazon.awssdk.services.glue.model

Class FillMissingValues

java.lang.Object

software.amazon.awssdk.services.glue.model.FillMissingValues

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<FillMissingValues.Builder,FillMissingValues>

@Generated(value="software.amazon.awssdk:codegen")
public final class FillMissingValues
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<FillMissingValues.Builder,FillMissingValues>

Specifies a transform that locates records in the dataset that have missing values and adds a new field with a value determined by imputation. The input data set is used to train the machine learning model that determines what the missing value should be.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	FillMissingValues.Builder

Method Summary

Modifier and Type	Method and Description
static FillMissingValues.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
String	filledPath() A JSON path to a variable in the data structure for the dataset that is filled.
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
boolean	hasInputs() For responses, this returns true if the service returned a value for the Inputs property.
String	imputedPath() A JSON path to a variable in the data structure for the dataset that is imputed.
List<String>	inputs() The data inputs identified by their node names.
String	name() The name of the transform node.
List<SdkField<?>>	sdkFields()
static Class<? extends FillMissingValues.Builder>	serializableBuilderClass()
FillMissingValues.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

name

public final String name()

The name of the transform node.

Returns:

The name of the transform node.

hasInputs

public final boolean hasInputs()

For responses, this returns true if the service returned a value for the Inputs property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

inputs

public final List<String> inputs()

The data inputs identified by their node names.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasInputs() method.

Returns:

The data inputs identified by their node names.

imputedPath

public final String imputedPath()

A JSON path to a variable in the data structure for the dataset that is imputed.

Returns:

A JSON path to a variable in the data structure for the dataset that is imputed.

filledPath

public final String filledPath()

A JSON path to a variable in the data structure for the dataset that is filled.

Returns:

A JSON path to a variable in the data structure for the dataset that is filled.

toBuilder

public FillMissingValues.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<FillMissingValues.Builder,FillMissingValues>

builder

public static FillMissingValues.Builder builder()

serializableBuilderClass

public static Class<? extends FillMissingValues.Builder> serializableBuilderClass()

hashCode

public final int hashCode()

Overrides:

hashCode in class Object

equals

public final boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public final boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public final String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)

sdkFields

public final List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo