Struct rusoto_forecast::Featurization

pub struct Featurization {
    pub attribute_name: String,
    pub featurization_pipeline: Option<Vec<FeaturizationMethod>>,
}

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"}

} ]

}

Fields

attribute_name: String

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.

featurization_pipeline: Option<Vec<FeaturizationMethod>>

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

Trait Implementations

impl Clone for Featurization

fn clone(&self) -> Featurization

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for Featurization

fn fmt(&self, f: &mut Formatter) -> Result

Formats the value using the given formatter.

impl Default for Featurization

fn default() -> Featurization

Returns the "default value" for a type.

impl<'de> Deserialize<'de> for Featurization

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
    __D: Deserializer<'de>, 

Deserialize this value from the given Serde deserializer.

impl PartialEq<Featurization> for Featurization

fn eq(&self, other: &Featurization) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Featurization) -> bool

This method tests for !=.

impl Serialize for Featurization

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where
    __S: Serializer, 

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for Featurization