Amazonka.SageMaker.Types.TrialComponentMetricSummary

Documentation

data TrialComponentMetricSummary

A summary of the metrics of a trial component.

See: newTrialComponentMetricSummary smart constructor.

Constructors

TrialComponentMetricSummary'

Fields

• avg :: Maybe Double

  The average value of the metric.

• count :: Maybe Int

  The number of samples used to generate the metric.

• last :: Maybe Double

  The most recent value of the metric.

• max :: Maybe Double

  The maximum value of the metric.

• metricName :: Maybe Text

  The name of the metric.

• min :: Maybe Double

  The minimum value of the metric.

• sourceArn :: Maybe Text

  The Amazon Resource Name (ARN) of the source.

• stdDev :: Maybe Double

  The standard deviation of the metric.

• timeStamp :: Maybe POSIX

  When the metric was last updated.

Instances

FromJSON TrialComponentMetricSummary

Defined in Amazonka.SageMaker.Types.TrialComponentMetricSummary

Methods

parseJSON :: Value -> Parser TrialComponentMetricSummary

parseJSONList :: Value -> Parser [TrialComponentMetricSummary]

Generic TrialComponentMetricSummary

Defined in Amazonka.SageMaker.Types.TrialComponentMetricSummary

Associated Types

type Rep TrialComponentMetricSummary :: Type -> Type

Methods

from :: TrialComponentMetricSummary -> Rep TrialComponentMetricSummary x

to :: Rep TrialComponentMetricSummary x -> TrialComponentMetricSummary

Read TrialComponentMetricSummary

Defined in Amazonka.SageMaker.Types.TrialComponentMetricSummary

Methods

readsPrec :: Int -> ReadS TrialComponentMetricSummary

readList :: ReadS [TrialComponentMetricSummary]

readPrec :: ReadPrec TrialComponentMetricSummary

readListPrec :: ReadPrec [TrialComponentMetricSummary]

Show TrialComponentMetricSummary

Defined in Amazonka.SageMaker.Types.TrialComponentMetricSummary

Methods

showsPrec :: Int -> TrialComponentMetricSummary -> ShowS

show :: TrialComponentMetricSummary -> String

showList :: [TrialComponentMetricSummary] -> ShowS

NFData TrialComponentMetricSummary

Defined in Amazonka.SageMaker.Types.TrialComponentMetricSummary

Methods

rnf :: TrialComponentMetricSummary -> ()

Eq TrialComponentMetricSummary

Defined in Amazonka.SageMaker.Types.TrialComponentMetricSummary

Methods

(==) :: TrialComponentMetricSummary -> TrialComponentMetricSummary -> Bool

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

Hashable TrialComponentMetricSummary

Defined in Amazonka.SageMaker.Types.TrialComponentMetricSummary

Methods

hashWithSalt :: Int -> TrialComponentMetricSummary -> Int

hash :: TrialComponentMetricSummary -> Int

type Rep TrialComponentMetricSummary

Defined in Amazonka.SageMaker.Types.TrialComponentMetricSummary

type Rep TrialComponentMetricSummary = D1 ('MetaData "TrialComponentMetricSummary" "Amazonka.SageMaker.Types.TrialComponentMetricSummary" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "TrialComponentMetricSummary'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "avg") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double)) :*: S1 ('MetaSel ('Just "count") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Int))) :*: (S1 ('MetaSel ('Just "last") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double)) :*: S1 ('MetaSel ('Just "max") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double)))) :*: ((S1 ('MetaSel ('Just "metricName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "min") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double))) :*: (S1 ('MetaSel ('Just "sourceArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: (S1 ('MetaSel ('Just "stdDev") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double)) :*: S1 ('MetaSel ('Just "timeStamp") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)))))))

newTrialComponentMetricSummary :: TrialComponentMetricSummary

Create a value of TrialComponentMetricSummary 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:avg:TrialComponentMetricSummary', trialComponentMetricSummary_avg - The average value of the metric.

$sel:count:TrialComponentMetricSummary', trialComponentMetricSummary_count - The number of samples used to generate the metric.

$sel:last:TrialComponentMetricSummary', trialComponentMetricSummary_last - The most recent value of the metric.

$sel:max:TrialComponentMetricSummary', trialComponentMetricSummary_max - The maximum value of the metric.

$sel:metricName:TrialComponentMetricSummary', trialComponentMetricSummary_metricName - The name of the metric.

$sel:min:TrialComponentMetricSummary', trialComponentMetricSummary_min - The minimum value of the metric.

$sel:sourceArn:TrialComponentMetricSummary', trialComponentMetricSummary_sourceArn - The Amazon Resource Name (ARN) of the source.

$sel:stdDev:TrialComponentMetricSummary', trialComponentMetricSummary_stdDev - The standard deviation of the metric.

$sel:timeStamp:TrialComponentMetricSummary', trialComponentMetricSummary_timeStamp - When the metric was last updated.

trialComponentMetricSummary_avg :: Lens' TrialComponentMetricSummary (Maybe Double)

The average value of the metric.

trialComponentMetricSummary_count :: Lens' TrialComponentMetricSummary (Maybe Int)

The number of samples used to generate the metric.

trialComponentMetricSummary_last :: Lens' TrialComponentMetricSummary (Maybe Double)

The most recent value of the metric.

trialComponentMetricSummary_max :: Lens' TrialComponentMetricSummary (Maybe Double)

The maximum value of the metric.

trialComponentMetricSummary_metricName :: Lens' TrialComponentMetricSummary (Maybe Text)

The name of the metric.

trialComponentMetricSummary_min :: Lens' TrialComponentMetricSummary (Maybe Double)

The minimum value of the metric.

trialComponentMetricSummary_sourceArn :: Lens' TrialComponentMetricSummary (Maybe Text)

The Amazon Resource Name (ARN) of the source.

trialComponentMetricSummary_stdDev :: Lens' TrialComponentMetricSummary (Maybe Double)

The standard deviation of the metric.

trialComponentMetricSummary_timeStamp :: Lens' TrialComponentMetricSummary (Maybe UTCTime)

When the metric was last updated.