amazonka-sagemaker-2.0: Amazon SageMaker Service SDK.
Copyright(c) 2013-2023 Brendan Hay
LicenseMozilla Public License, v. 2.0.
MaintainerBrendan Hay
Stabilityauto-generated
Portabilitynon-portable (GHC extensions)
Safe HaskellSafe-Inferred
LanguageHaskell2010

Amazonka.SageMaker.Types.AutoMLCandidate

Description

 
Synopsis

Documentation

data AutoMLCandidate Source #

Information about a candidate produced by an AutoML training job, including its status, steps, and other properties.

See: newAutoMLCandidate smart constructor.

Constructors

AutoMLCandidate' 

Fields

Instances

Instances details
FromJSON AutoMLCandidate Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

Generic AutoMLCandidate Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

Associated Types

type Rep AutoMLCandidate :: Type -> Type #

Read AutoMLCandidate Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

Show AutoMLCandidate Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

NFData AutoMLCandidate Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

Methods

rnf :: AutoMLCandidate -> () #

Eq AutoMLCandidate Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

Hashable AutoMLCandidate Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

type Rep AutoMLCandidate Source # 
Instance details

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

type Rep AutoMLCandidate = D1 ('MetaData "AutoMLCandidate" "Amazonka.SageMaker.Types.AutoMLCandidate" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "AutoMLCandidate'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "candidateProperties") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe CandidateProperties)) :*: S1 ('MetaSel ('Just "endTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX))) :*: (S1 ('MetaSel ('Just "failureReason") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "finalAutoMLJobObjectiveMetric") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe FinalAutoMLJobObjectiveMetric)) :*: S1 ('MetaSel ('Just "inferenceContainers") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [AutoMLContainerDefinition]))))) :*: ((S1 ('MetaSel ('Just "candidateName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text) :*: (S1 ('MetaSel ('Just "objectiveStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 ObjectiveStatus) :*: S1 ('MetaSel ('Just "candidateSteps") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 [AutoMLCandidateStep]))) :*: (S1 ('MetaSel ('Just "candidateStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 CandidateStatus) :*: (S1 ('MetaSel ('Just "creationTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 POSIX) :*: S1 ('MetaSel ('Just "lastModifiedTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 POSIX))))))

newAutoMLCandidate Source #

Create a value of AutoMLCandidate with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:candidateProperties:AutoMLCandidate', autoMLCandidate_candidateProperties - The properties of an AutoML candidate job.

$sel:endTime:AutoMLCandidate', autoMLCandidate_endTime - The end time.

$sel:failureReason:AutoMLCandidate', autoMLCandidate_failureReason - The failure reason.

$sel:finalAutoMLJobObjectiveMetric:AutoMLCandidate', autoMLCandidate_finalAutoMLJobObjectiveMetric - Undocumented member.

$sel:inferenceContainers:AutoMLCandidate', autoMLCandidate_inferenceContainers - Information about the inference container definitions.

$sel:candidateName:AutoMLCandidate', autoMLCandidate_candidateName - The name of the candidate.

$sel:objectiveStatus:AutoMLCandidate', autoMLCandidate_objectiveStatus - The objective's status.

$sel:candidateSteps:AutoMLCandidate', autoMLCandidate_candidateSteps - Information about the candidate's steps.

$sel:candidateStatus:AutoMLCandidate', autoMLCandidate_candidateStatus - The candidate's status.

$sel:creationTime:AutoMLCandidate', autoMLCandidate_creationTime - The creation time.

$sel:lastModifiedTime:AutoMLCandidate', autoMLCandidate_lastModifiedTime - The last modified time.

autoMLCandidate_inferenceContainers :: Lens' AutoMLCandidate (Maybe [AutoMLContainerDefinition]) Source #

Information about the inference container definitions.