software.amazon.awssdk.services.forecast.model

Interface Featurization.Builder

All Superinterfaces:

Buildable, CopyableBuilder<Featurization.Builder,Featurization>, SdkBuilder<Featurization.Builder,Featurization>, SdkPojo

Enclosing class:

Featurization

public static interface Featurization.Builder
extends SdkPojo, CopyableBuilder<Featurization.Builder,Featurization>

Method Summary

Modifier and Type	Method and Description
Featurization.Builder	attributeName(String attributeName) The name of the schema attribute that specifies the data field to be featurized.
Featurization.Builder	featurizationPipeline(Collection<FeaturizationMethod> featurizationPipeline) An array of one FeaturizationMethod object that specifies the feature transformation method.
Featurization.Builder	featurizationPipeline(Consumer<FeaturizationMethod.Builder>... featurizationPipeline) An array of one FeaturizationMethod object that specifies the feature transformation method.
Featurization.Builder	featurizationPipeline(FeaturizationMethod... featurizationPipeline) An array of one FeaturizationMethod object that specifies the feature transformation method.

Methods inherited from interface software.amazon.awssdk.core.SdkPojo

equalsBySdkFields, sdkFields

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

copy

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

applyMutation, build

Method Detail

attributeName

Featurization.Builder attributeName(String attributeName)

The name of the schema attribute that specifies the data field to be featurized. Amazon Forecast supports the target field of the TARGET_TIME_SERIES and the RELATED_TIME_SERIES datasets. For example, for the RETAIL domain, the target is demand, and for the CUSTOM domain, the target is target_value. For more information, see howitworks-missing-values.

Parameters:

attributeName - The name of the schema attribute that specifies the data field to be featurized. Amazon Forecast supports the target field of the TARGET_TIME_SERIES and the RELATED_TIME_SERIES datasets. For example, for the RETAIL domain, the target is demand, and for the CUSTOM domain, the target is target_value. For more information, see howitworks-missing-values.

Returns:

Returns a reference to this object so that method calls can be chained together.

featurizationPipeline

Featurization.Builder featurizationPipeline(Collection<FeaturizationMethod> featurizationPipeline)

An array of one FeaturizationMethod object that specifies the feature transformation method.

Parameters:

featurizationPipeline - An array of one FeaturizationMethod object that specifies the feature transformation method.

Returns:

Returns a reference to this object so that method calls can be chained together.

featurizationPipeline

Featurization.Builder featurizationPipeline(FeaturizationMethod... featurizationPipeline)

An array of one FeaturizationMethod object that specifies the feature transformation method.

Parameters:

featurizationPipeline - An array of one FeaturizationMethod object that specifies the feature transformation method.

Returns:

Returns a reference to this object so that method calls can be chained together.

featurizationPipeline

Featurization.Builder featurizationPipeline(Consumer<FeaturizationMethod.Builder>... featurizationPipeline)

An array of one FeaturizationMethod object that specifies the feature transformation method.

This is a convenience method that creates an instance of the FeaturizationMethod.Builder avoiding the need to create one manually via FeaturizationMethod.builder().

When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to #featurizationPipeline(List).

Parameters:

featurizationPipeline - a consumer that will call methods on FeaturizationMethod.Builder

Returns:

Returns a reference to this object so that method calls can be chained together.

See Also:

#featurizationPipeline(java.util.Collection)