Amazonka.SageMaker.Types.AutoMLCandidate

Documentation

data AutoMLCandidate

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

See: newAutoMLCandidate smart constructor.

Constructors

AutoMLCandidate'

Fields

• candidateProperties :: Maybe CandidateProperties

  The properties of an AutoML candidate job.

• endTime :: Maybe POSIX

  The end time.

• failureReason :: Maybe Text

  The failure reason.

• finalAutoMLJobObjectiveMetric :: Maybe FinalAutoMLJobObjectiveMetric
• inferenceContainers :: Maybe [AutoMLContainerDefinition]

  Information about the inference container definitions.

• candidateName :: Text

  The name of the candidate.

• objectiveStatus :: ObjectiveStatus

  The objective's status.

• candidateSteps :: [AutoMLCandidateStep]

  Information about the candidate's steps.

• candidateStatus :: CandidateStatus

  The candidate's status.

• creationTime :: POSIX

  The creation time.

• lastModifiedTime :: POSIX

  The last modified time.

Instances

FromJSON AutoMLCandidate

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

Methods

parseJSON :: Value -> Parser AutoMLCandidate

parseJSONList :: Value -> Parser [AutoMLCandidate]

Generic AutoMLCandidate

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

Associated Types

type Rep AutoMLCandidate :: Type -> Type

Methods

from :: AutoMLCandidate -> Rep AutoMLCandidate x

to :: Rep AutoMLCandidate x -> AutoMLCandidate

Read AutoMLCandidate

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

Methods

readsPrec :: Int -> ReadS AutoMLCandidate

readList :: ReadS [AutoMLCandidate]

readPrec :: ReadPrec AutoMLCandidate

readListPrec :: ReadPrec [AutoMLCandidate]

Show AutoMLCandidate

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

Methods

showsPrec :: Int -> AutoMLCandidate -> ShowS

show :: AutoMLCandidate -> String

showList :: [AutoMLCandidate] -> ShowS

NFData AutoMLCandidate

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

Methods

rnf :: AutoMLCandidate -> ()

Eq AutoMLCandidate

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

Methods

(==) :: AutoMLCandidate -> AutoMLCandidate -> Bool

(/=) :: AutoMLCandidate -> AutoMLCandidate -> Bool

Hashable AutoMLCandidate

Defined in Amazonka.SageMaker.Types.AutoMLCandidate

Methods

hashWithSalt :: Int -> AutoMLCandidate -> Int

hash :: AutoMLCandidate -> Int

type Rep AutoMLCandidate

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

Arguments

:: Text

$sel:candidateName:AutoMLCandidate'

-> ObjectiveStatus

$sel:objectiveStatus:AutoMLCandidate'

-> CandidateStatus

$sel:candidateStatus:AutoMLCandidate'

-> UTCTime

$sel:creationTime:AutoMLCandidate'

-> UTCTime

$sel:lastModifiedTime:AutoMLCandidate'

-> AutoMLCandidate

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_candidateProperties :: Lens' AutoMLCandidate (Maybe CandidateProperties)

The properties of an AutoML candidate job.

autoMLCandidate_endTime :: Lens' AutoMLCandidate (Maybe UTCTime)

The end time.

autoMLCandidate_failureReason :: Lens' AutoMLCandidate (Maybe Text)

The failure reason.

autoMLCandidate_finalAutoMLJobObjectiveMetric :: Lens' AutoMLCandidate (Maybe FinalAutoMLJobObjectiveMetric)

Undocumented member.

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

Information about the inference container definitions.

autoMLCandidate_candidateName :: Lens' AutoMLCandidate Text

The name of the candidate.

autoMLCandidate_objectiveStatus :: Lens' AutoMLCandidate ObjectiveStatus

The objective's status.

autoMLCandidate_candidateSteps :: Lens' AutoMLCandidate [AutoMLCandidateStep]

Information about the candidate's steps.

autoMLCandidate_candidateStatus :: Lens' AutoMLCandidate CandidateStatus

The candidate's status.

autoMLCandidate_creationTime :: Lens' AutoMLCandidate UTCTime

The creation time.

autoMLCandidate_lastModifiedTime :: Lens' AutoMLCandidate UTCTime

The last modified time.