AWS SDK for C++  1.9.108
AWS SDK for C++
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Aws::ForecastService::Model::Featurization Class Reference

#include <Featurization.h>

Public Member Functions

 Featurization ()
 
 Featurization (Aws::Utils::Json::JsonView jsonValue)
 
Featurizationoperator= (Aws::Utils::Json::JsonView jsonValue)
 
Aws::Utils::Json::JsonValue Jsonize () const
 
const Aws::StringGetAttributeName () const
 
bool AttributeNameHasBeenSet () const
 
void SetAttributeName (const Aws::String &value)
 
void SetAttributeName (Aws::String &&value)
 
void SetAttributeName (const char *value)
 
FeaturizationWithAttributeName (const Aws::String &value)
 
FeaturizationWithAttributeName (Aws::String &&value)
 
FeaturizationWithAttributeName (const char *value)
 
const Aws::Vector< FeaturizationMethod > & GetFeaturizationPipeline () const
 
bool FeaturizationPipelineHasBeenSet () const
 
void SetFeaturizationPipeline (const Aws::Vector< FeaturizationMethod > &value)
 
void SetFeaturizationPipeline (Aws::Vector< FeaturizationMethod > &&value)
 
FeaturizationWithFeaturizationPipeline (const Aws::Vector< FeaturizationMethod > &value)
 
FeaturizationWithFeaturizationPipeline (Aws::Vector< FeaturizationMethod > &&value)
 
FeaturizationAddFeaturizationPipeline (const FeaturizationMethod &value)
 
FeaturizationAddFeaturizationPipeline (FeaturizationMethod &&value)
 

Detailed Description

Provides featurization (transformation) information for a dataset field. This object is part of the FeaturizationConfig object.

For example:

{

"AttributeName": "demand",

FeaturizationPipeline [ {

"FeaturizationMethodName": "filling",

"FeaturizationMethodParameters": {"aggregation": "avg", "backfill": "nan"}

} ]

}

See Also:

AWS API Reference

Definition at line 39 of file Featurization.h.

Constructor & Destructor Documentation

◆ Featurization() [1/2]

Aws::ForecastService::Model::Featurization::Featurization ( )

◆ Featurization() [2/2]

Aws::ForecastService::Model::Featurization::Featurization ( Aws::Utils::Json::JsonView  jsonValue)

Member Function Documentation

◆ AddFeaturizationPipeline() [1/2]

Featurization& Aws::ForecastService::Model::Featurization::AddFeaturizationPipeline ( const FeaturizationMethod value)
inline

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

Definition at line 177 of file Featurization.h.

◆ AddFeaturizationPipeline() [2/2]

Featurization& Aws::ForecastService::Model::Featurization::AddFeaturizationPipeline ( FeaturizationMethod &&  value)
inline

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

Definition at line 183 of file Featurization.h.

◆ AttributeNameHasBeenSet()

bool Aws::ForecastService::Model::Featurization::AttributeNameHasBeenSet ( ) const
inline

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.

Definition at line 68 of file Featurization.h.

◆ FeaturizationPipelineHasBeenSet()

bool Aws::ForecastService::Model::Featurization::FeaturizationPipelineHasBeenSet ( ) const
inline

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

Definition at line 147 of file Featurization.h.

◆ GetAttributeName()

const Aws::String& Aws::ForecastService::Model::Featurization::GetAttributeName ( ) const
inline

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.

Definition at line 57 of file Featurization.h.

◆ GetFeaturizationPipeline()

const Aws::Vector<FeaturizationMethod>& Aws::ForecastService::Model::Featurization::GetFeaturizationPipeline ( ) const
inline

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

Definition at line 141 of file Featurization.h.

◆ Jsonize()

Aws::Utils::Json::JsonValue Aws::ForecastService::Model::Featurization::Jsonize ( ) const

◆ operator=()

Featurization& Aws::ForecastService::Model::Featurization::operator= ( Aws::Utils::Json::JsonView  jsonValue)

◆ SetAttributeName() [1/3]

void Aws::ForecastService::Model::Featurization::SetAttributeName ( Aws::String &&  value)
inline

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.

Definition at line 90 of file Featurization.h.

◆ SetAttributeName() [2/3]

void Aws::ForecastService::Model::Featurization::SetAttributeName ( const Aws::String value)
inline

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.

Definition at line 79 of file Featurization.h.

◆ SetAttributeName() [3/3]

void Aws::ForecastService::Model::Featurization::SetAttributeName ( const char *  value)
inline

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.

Definition at line 101 of file Featurization.h.

◆ SetFeaturizationPipeline() [1/2]

void Aws::ForecastService::Model::Featurization::SetFeaturizationPipeline ( Aws::Vector< FeaturizationMethod > &&  value)
inline

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

Definition at line 159 of file Featurization.h.

◆ SetFeaturizationPipeline() [2/2]

void Aws::ForecastService::Model::Featurization::SetFeaturizationPipeline ( const Aws::Vector< FeaturizationMethod > &  value)
inline

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

Definition at line 153 of file Featurization.h.

◆ WithAttributeName() [1/3]

Featurization& Aws::ForecastService::Model::Featurization::WithAttributeName ( Aws::String &&  value)
inline

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.

Definition at line 123 of file Featurization.h.

◆ WithAttributeName() [2/3]

Featurization& Aws::ForecastService::Model::Featurization::WithAttributeName ( const Aws::String value)
inline

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.

Definition at line 112 of file Featurization.h.

◆ WithAttributeName() [3/3]

Featurization& Aws::ForecastService::Model::Featurization::WithAttributeName ( const char *  value)
inline

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.

Definition at line 134 of file Featurization.h.

◆ WithFeaturizationPipeline() [1/2]

Featurization& Aws::ForecastService::Model::Featurization::WithFeaturizationPipeline ( Aws::Vector< FeaturizationMethod > &&  value)
inline

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

Definition at line 171 of file Featurization.h.

◆ WithFeaturizationPipeline() [2/2]

Featurization& Aws::ForecastService::Model::Featurization::WithFeaturizationPipeline ( const Aws::Vector< FeaturizationMethod > &  value)
inline

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

Definition at line 165 of file Featurization.h.


The documentation for this class was generated from the following file: