software.amazon.awssdk.services.forecast.model

Interface FeaturizationMethod.Builder

All Superinterfaces:

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

Enclosing class:

FeaturizationMethod

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

Method Summary

Modifier and Type	Method and Description
FeaturizationMethod.Builder	featurizationMethodName(FeaturizationMethodName featurizationMethodName) The name of the method.
FeaturizationMethod.Builder	featurizationMethodName(String featurizationMethodName) The name of the method.
FeaturizationMethod.Builder	featurizationMethodParameters(Map<String,String> featurizationMethodParameters) The method parameters (key-value pairs), which are a map of override parameters.

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

featurizationMethodName

FeaturizationMethod.Builder featurizationMethodName(String featurizationMethodName)

The name of the method. The "filling" method is the only supported method.

Parameters:

featurizationMethodName - The name of the method. The "filling" method is the only supported method.

Returns:

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

See Also:

FeaturizationMethodName, FeaturizationMethodName

featurizationMethodName

FeaturizationMethod.Builder featurizationMethodName(FeaturizationMethodName featurizationMethodName)

The name of the method. The "filling" method is the only supported method.

Parameters:

featurizationMethodName - The name of the method. The "filling" method is the only supported method.

Returns:

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

See Also:

FeaturizationMethodName, FeaturizationMethodName

featurizationMethodParameters

FeaturizationMethod.Builder featurizationMethodParameters(Map<String,String> featurizationMethodParameters)

The method parameters (key-value pairs), which are a map of override parameters. Specify these parameters to override the default values. Related Time Series attributes do not accept aggregation parameters.

The following list shows the parameters and their valid values for the "filling" featurization method for a Target Time Series dataset. Bold signifies the default value.

• aggregation: sum, avg, first, min, max

• frontfill: none

• middlefill: zero, nan (not a number), value, median, mean, min, max

• backfill: zero, nan, value, median, mean, min, max

The following list shows the parameters and their valid values for a Related Time Series featurization method (there are no defaults):

• middlefill: zero, value, median, mean, min, max

• backfill: zero, value, median, mean, min, max

• futurefill: zero, value, median, mean, min, max

To set a filling method to a specific value, set the fill parameter to value and define the value in a corresponding _value parameter. For example, to set backfilling to a value of 2, include the following: "backfill": "value" and "backfill_value":"2".

Parameters:

featurizationMethodParameters - The method parameters (key-value pairs), which are a map of override parameters. Specify these parameters to override the default values. Related Time Series attributes do not accept aggregation parameters.

The following list shows the parameters and their valid values for the "filling" featurization method for a Target Time Series dataset. Bold signifies the default value.

• aggregation: sum, avg, first, min, max

• frontfill: none

• middlefill: zero, nan (not a number), value, median, mean, min, max

• backfill: zero, nan, value, median, mean, min, max

The following list shows the parameters and their valid values for a Related Time Series featurization method (there are no defaults):

• middlefill: zero, value, median, mean, min, max

• backfill: zero, value, median, mean, min, max

• futurefill: zero, value, median, mean, min, max

To set a filling method to a specific value, set the fill parameter to value and define the value in a corresponding _value parameter. For example, to set backfilling to a value of 2, include the following: "backfill": "value" and "backfill_value":"2".

Returns:

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