Amazonka.SageMaker.Types.TransformJobDefinition

Documentation

data TransformJobDefinition

Defines the input needed to run a transform job using the inference specification specified in the algorithm.

See: newTransformJobDefinition smart constructor.

Constructors

TransformJobDefinition'

Fields

• batchStrategy :: Maybe BatchStrategy

  A string that determines the number of records included in a single mini-batch.

  SingleRecord means only one record is used per mini-batch. MultiRecord means a mini-batch is set to contain as many records that can fit within the MaxPayloadInMB limit.

• environment :: Maybe (HashMap Text Text)

  The environment variables to set in the Docker container. We support up to 16 key and values entries in the map.

• maxConcurrentTransforms :: Maybe Natural

  The maximum number of parallel requests that can be sent to each instance in a transform job. The default value is 1.

• maxPayloadInMB :: Maybe Natural

  The maximum payload size allowed, in MB. A payload is the data portion of a record (without metadata).

• transformInput :: TransformInput

  A description of the input source and the way the transform job consumes it.

• transformOutput :: TransformOutput

  Identifies the Amazon S3 location where you want Amazon SageMaker to save the results from the transform job.

• transformResources :: TransformResources

  Identifies the ML compute instances for the transform job.

Instances

FromJSON TransformJobDefinition

Defined in Amazonka.SageMaker.Types.TransformJobDefinition

Methods

parseJSON :: Value -> Parser TransformJobDefinition

parseJSONList :: Value -> Parser [TransformJobDefinition]

ToJSON TransformJobDefinition

Defined in Amazonka.SageMaker.Types.TransformJobDefinition

Methods

toJSON :: TransformJobDefinition -> Value

toEncoding :: TransformJobDefinition -> Encoding

toJSONList :: [TransformJobDefinition] -> Value

toEncodingList :: [TransformJobDefinition] -> Encoding

Generic TransformJobDefinition

Defined in Amazonka.SageMaker.Types.TransformJobDefinition

Associated Types

type Rep TransformJobDefinition :: Type -> Type

Methods

from :: TransformJobDefinition -> Rep TransformJobDefinition x

to :: Rep TransformJobDefinition x -> TransformJobDefinition

Read TransformJobDefinition

Defined in Amazonka.SageMaker.Types.TransformJobDefinition

Methods

readsPrec :: Int -> ReadS TransformJobDefinition

readList :: ReadS [TransformJobDefinition]

readPrec :: ReadPrec TransformJobDefinition

readListPrec :: ReadPrec [TransformJobDefinition]

Show TransformJobDefinition

Defined in Amazonka.SageMaker.Types.TransformJobDefinition

Methods

showsPrec :: Int -> TransformJobDefinition -> ShowS

show :: TransformJobDefinition -> String

showList :: [TransformJobDefinition] -> ShowS

NFData TransformJobDefinition

Defined in Amazonka.SageMaker.Types.TransformJobDefinition

Methods

rnf :: TransformJobDefinition -> ()

Eq TransformJobDefinition

Defined in Amazonka.SageMaker.Types.TransformJobDefinition

Methods

(==) :: TransformJobDefinition -> TransformJobDefinition -> Bool

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

Hashable TransformJobDefinition

Defined in Amazonka.SageMaker.Types.TransformJobDefinition

Methods

hashWithSalt :: Int -> TransformJobDefinition -> Int

hash :: TransformJobDefinition -> Int

type Rep TransformJobDefinition

Defined in Amazonka.SageMaker.Types.TransformJobDefinition

type Rep TransformJobDefinition = D1 ('MetaData "TransformJobDefinition" "Amazonka.SageMaker.Types.TransformJobDefinition" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "TransformJobDefinition'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "batchStrategy") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe BatchStrategy)) :*: (S1 ('MetaSel ('Just "environment") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text))) :*: S1 ('MetaSel ('Just "maxConcurrentTransforms") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Natural)))) :*: ((S1 ('MetaSel ('Just "maxPayloadInMB") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Natural)) :*: S1 ('MetaSel ('Just "transformInput") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 TransformInput)) :*: (S1 ('MetaSel ('Just "transformOutput") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 TransformOutput) :*: S1 ('MetaSel ('Just "transformResources") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 TransformResources)))))

newTransformJobDefinition

Arguments

:: TransformInput

$sel:transformInput:TransformJobDefinition'

-> TransformOutput

$sel:transformOutput:TransformJobDefinition'

-> TransformResources

$sel:transformResources:TransformJobDefinition'

-> TransformJobDefinition

Create a value of TransformJobDefinition 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:batchStrategy:TransformJobDefinition', transformJobDefinition_batchStrategy - A string that determines the number of records included in a single mini-batch.

SingleRecord means only one record is used per mini-batch. MultiRecord means a mini-batch is set to contain as many records that can fit within the MaxPayloadInMB limit.

$sel:environment:TransformJobDefinition', transformJobDefinition_environment - The environment variables to set in the Docker container. We support up to 16 key and values entries in the map.

$sel:maxConcurrentTransforms:TransformJobDefinition', transformJobDefinition_maxConcurrentTransforms - The maximum number of parallel requests that can be sent to each instance in a transform job. The default value is 1.

$sel:maxPayloadInMB:TransformJobDefinition', transformJobDefinition_maxPayloadInMB - The maximum payload size allowed, in MB. A payload is the data portion of a record (without metadata).

$sel:transformInput:TransformJobDefinition', transformJobDefinition_transformInput - A description of the input source and the way the transform job consumes it.

$sel:transformOutput:TransformJobDefinition', transformJobDefinition_transformOutput - Identifies the Amazon S3 location where you want Amazon SageMaker to save the results from the transform job.

$sel:transformResources:TransformJobDefinition', transformJobDefinition_transformResources - Identifies the ML compute instances for the transform job.

transformJobDefinition_batchStrategy :: Lens' TransformJobDefinition (Maybe BatchStrategy)

A string that determines the number of records included in a single mini-batch.

SingleRecord means only one record is used per mini-batch. MultiRecord means a mini-batch is set to contain as many records that can fit within the MaxPayloadInMB limit.

transformJobDefinition_environment :: Lens' TransformJobDefinition (Maybe (HashMap Text Text))

The environment variables to set in the Docker container. We support up to 16 key and values entries in the map.

transformJobDefinition_maxConcurrentTransforms :: Lens' TransformJobDefinition (Maybe Natural)

The maximum number of parallel requests that can be sent to each instance in a transform job. The default value is 1.

transformJobDefinition_maxPayloadInMB :: Lens' TransformJobDefinition (Maybe Natural)

The maximum payload size allowed, in MB. A payload is the data portion of a record (without metadata).

transformJobDefinition_transformInput :: Lens' TransformJobDefinition TransformInput

A description of the input source and the way the transform job consumes it.

transformJobDefinition_transformOutput :: Lens' TransformJobDefinition TransformOutput

Identifies the Amazon S3 location where you want Amazon SageMaker to save the results from the transform job.

transformJobDefinition_transformResources :: Lens' TransformJobDefinition TransformResources

Identifies the ML compute instances for the transform job.