Copyright	(c) 2013-2021 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay <brendan.g.hay+amazonka@gmail.com>
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	None

Amazonka.SageMaker.Types.EndpointInput

Description

Synopsis

data EndpointInput = EndpointInput' {
- inferenceAttribute :: Maybe Text
- s3DataDistributionType :: Maybe ProcessingS3DataDistributionType
- s3InputMode :: Maybe ProcessingS3InputMode
- startTimeOffset :: Maybe Text
- featuresAttribute :: Maybe Text
- endTimeOffset :: Maybe Text
- probabilityThresholdAttribute :: Maybe Double
- probabilityAttribute :: Maybe Text
- endpointName :: Text
- localPath :: Text
}
newEndpointInput :: Text -> Text -> EndpointInput
endpointInput_inferenceAttribute :: Lens' EndpointInput (Maybe Text)
endpointInput_s3DataDistributionType :: Lens' EndpointInput (Maybe ProcessingS3DataDistributionType)
endpointInput_s3InputMode :: Lens' EndpointInput (Maybe ProcessingS3InputMode)
endpointInput_startTimeOffset :: Lens' EndpointInput (Maybe Text)
endpointInput_featuresAttribute :: Lens' EndpointInput (Maybe Text)
endpointInput_endTimeOffset :: Lens' EndpointInput (Maybe Text)
endpointInput_probabilityThresholdAttribute :: Lens' EndpointInput (Maybe Double)
endpointInput_probabilityAttribute :: Lens' EndpointInput (Maybe Text)
endpointInput_endpointName :: Lens' EndpointInput Text
endpointInput_localPath :: Lens' EndpointInput Text

Documentation

data EndpointInput Source #

Input object for the endpoint

See: newEndpointInput smart constructor.

Constructors

EndpointInput'

Fields

inferenceAttribute :: Maybe Text
The attribute of the input data that represents the ground truth label.
s3DataDistributionType :: Maybe ProcessingS3DataDistributionType
Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to FullyReplicated
s3InputMode :: Maybe ProcessingS3InputMode
Whether the Pipe or File is used as the input mode for transferring data for the monitoring job. Pipe mode is recommended for large datasets. File mode is useful for small files that fit in memory. Defaults to File.
startTimeOffset :: Maybe Text
If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.
featuresAttribute :: Maybe Text
The attributes of the input data that are the input features.
endTimeOffset :: Maybe Text
If specified, monitoring jobs substract this time from the end time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.
probabilityThresholdAttribute :: Maybe Double
The threshold for the class probability to be evaluated as a positive result.
probabilityAttribute :: Maybe Text
In a classification problem, the attribute that represents the class probability.
endpointName :: Text
An endpoint in customer's account which has enabled DataCaptureConfig enabled.
localPath :: Text
Path to the filesystem where the endpoint data is available to the container.

Instances

Instances details

Eq EndpointInput Source #
Instance details Defined in Amazonka.SageMaker.Types.EndpointInput Methods (==) :: EndpointInput -> EndpointInput -> Bool # (/=) :: EndpointInput -> EndpointInput -> Bool #
Read EndpointInput Source #
Instance details Defined in Amazonka.SageMaker.Types.EndpointInput Methods readsPrec :: Int -> ReadS EndpointInput # readList :: ReadS [EndpointInput] # readPrec :: ReadPrec EndpointInput # readListPrec :: ReadPrec [EndpointInput] #
Show EndpointInput Source #
Instance details Defined in Amazonka.SageMaker.Types.EndpointInput Methods showsPrec :: Int -> EndpointInput -> ShowS # show :: EndpointInput -> String # showList :: [EndpointInput] -> ShowS #
Generic EndpointInput Source #
Instance details Defined in Amazonka.SageMaker.Types.EndpointInput Associated Types type Rep EndpointInput :: Type -> Type # Methods from :: EndpointInput -> Rep EndpointInput x # to :: Rep EndpointInput x -> EndpointInput #
NFData EndpointInput Source #
Instance details Defined in Amazonka.SageMaker.Types.EndpointInput Methods rnf :: EndpointInput -> () #
Hashable EndpointInput Source #
Instance details Defined in Amazonka.SageMaker.Types.EndpointInput Methods hashWithSalt :: Int -> EndpointInput -> Int # hash :: EndpointInput -> Int #
ToJSON EndpointInput Source #
Instance details Defined in Amazonka.SageMaker.Types.EndpointInput Methods toJSON :: EndpointInput -> Value # toEncoding :: EndpointInput -> Encoding # toJSONList :: [EndpointInput] -> Value # toEncodingList :: [EndpointInput] -> Encoding #
FromJSON EndpointInput Source #
Instance details Defined in Amazonka.SageMaker.Types.EndpointInput Methods parseJSON :: Value -> Parser EndpointInput # parseJSONList :: Value -> Parser [EndpointInput] #
type Rep EndpointInput Source #
Instance details Defined in Amazonka.SageMaker.Types.EndpointInput type Rep EndpointInput = D1 ('MetaData "EndpointInput" "Amazonka.SageMaker.Types.EndpointInput" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "EndpointInput'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "inferenceAttribute") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "s3DataDistributionType") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingS3DataDistributionType))) :: (S1 ('MetaSel ('Just "s3InputMode") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingS3InputMode)) :: (S1 ('MetaSel ('Just "startTimeOffset") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "featuresAttribute") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))))) :: ((S1 ('MetaSel ('Just "endTimeOffset") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "probabilityThresholdAttribute") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Double))) :: (S1 ('MetaSel ('Just "probabilityAttribute") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: (S1 ('MetaSel ('Just "endpointName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text) :*: S1 ('MetaSel ('Just "localPath") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text))))))

newEndpointInput Source #

Arguments

:: Text	`$sel:endpointName:EndpointInput'`
-> Text	`$sel:localPath:EndpointInput'`
-> EndpointInput

Create a value of EndpointInput 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:inferenceAttribute:EndpointInput', endpointInput_inferenceAttribute - The attribute of the input data that represents the ground truth label.

$sel:s3DataDistributionType:EndpointInput', endpointInput_s3DataDistributionType - Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to FullyReplicated

$sel:s3InputMode:EndpointInput', endpointInput_s3InputMode - Whether the Pipe or File is used as the input mode for transferring data for the monitoring job. Pipe mode is recommended for large datasets. File mode is useful for small files that fit in memory. Defaults to File.

$sel:startTimeOffset:EndpointInput', endpointInput_startTimeOffset - If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.

$sel:featuresAttribute:EndpointInput', endpointInput_featuresAttribute - The attributes of the input data that are the input features.

$sel:endTimeOffset:EndpointInput', endpointInput_endTimeOffset - If specified, monitoring jobs substract this time from the end time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.

$sel:probabilityThresholdAttribute:EndpointInput', endpointInput_probabilityThresholdAttribute - The threshold for the class probability to be evaluated as a positive result.

$sel:probabilityAttribute:EndpointInput', endpointInput_probabilityAttribute - In a classification problem, the attribute that represents the class probability.

$sel:endpointName:EndpointInput', endpointInput_endpointName - An endpoint in customer's account which has enabled DataCaptureConfig enabled.

$sel:localPath:EndpointInput', endpointInput_localPath - Path to the filesystem where the endpoint data is available to the container.

endpointInput_inferenceAttribute :: Lens' EndpointInput (Maybe Text) Source #

The attribute of the input data that represents the ground truth label.

endpointInput_s3DataDistributionType :: Lens' EndpointInput (Maybe ProcessingS3DataDistributionType) Source #

Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to FullyReplicated

endpointInput_s3InputMode :: Lens' EndpointInput (Maybe ProcessingS3InputMode) Source #

Whether the Pipe or File is used as the input mode for transferring data for the monitoring job. Pipe mode is recommended for large datasets. File mode is useful for small files that fit in memory. Defaults to File.

endpointInput_startTimeOffset :: Lens' EndpointInput (Maybe Text) Source #

If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.

endpointInput_featuresAttribute :: Lens' EndpointInput (Maybe Text) Source #

The attributes of the input data that are the input features.

endpointInput_endTimeOffset :: Lens' EndpointInput (Maybe Text) Source #

If specified, monitoring jobs substract this time from the end time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.

endpointInput_probabilityThresholdAttribute :: Lens' EndpointInput (Maybe Double) Source #

The threshold for the class probability to be evaluated as a positive result.

endpointInput_probabilityAttribute :: Lens' EndpointInput (Maybe Text) Source #

In a classification problem, the attribute that represents the class probability.

endpointInput_endpointName :: Lens' EndpointInput Text Source #

An endpoint in customer's account which has enabled DataCaptureConfig enabled.

endpointInput_localPath :: Lens' EndpointInput Text Source #

Path to the filesystem where the endpoint data is available to the container.