Struct aws_sdk_sagemaker::model::AutoMlCandidateGenerationConfig

#[non_exhaustive]
pub struct AutoMlCandidateGenerationConfig { /* private fields */ }

Stores the config information for how a candidate is generated (optional).

Implementations

impl AutoMlCandidateGenerationConfig

pub fn feature_specification_s3_uri(&self) -> Option<&str>

A URL to the Amazon S3 data source containing selected features from the input data source to run an Autopilot job. You can input FeatureAttributeNames (optional) in JSON format as shown below:

{ "FeatureAttributeNames":["col1", "col2", ...] }.

You can also specify the data type of the feature (optional) in the format shown below:

{ "FeatureDataTypes":{"col1":"numeric", "col2":"categorical" ... } }

These column keys may not include the target column.

In ensembling mode, Autopilot will only support the following data types: numeric, categorical, text and datetime. In HPO mode, Autopilot can support numeric, categorical, text, datetime and sequence.

If only FeatureDataTypes is provided, the column keys (col1, col2,..) should be a subset of the column names in the input data.

If both FeatureDataTypes and FeatureAttributeNames are provided, then the column keys should be a subset of the column names provided in FeatureAttributeNames.

The key name FeatureAttributeNames is fixed. The values listed in ["col1", "col2", ...] is case sensitive and should be a list of strings containing unique values that are a subset of the column names in the input data. The list of columns provided must not include the target column.

impl AutoMlCandidateGenerationConfig

pub fn builder() -> Builder

Creates a new builder-style object to manufacture AutoMlCandidateGenerationConfig.

Trait Implementations

impl Clone for AutoMlCandidateGenerationConfig

fn clone(&self) -> AutoMlCandidateGenerationConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for AutoMlCandidateGenerationConfig

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

Formats the value using the given formatter.

impl PartialEq<AutoMlCandidateGenerationConfig> for AutoMlCandidateGenerationConfig

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

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

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

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for AutoMlCandidateGenerationConfig