Copyright	(c) 2013-2023 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	Safe-Inferred
Language	Haskell2010

Amazonka.SageMaker.CreateProcessingJob

Contents

Creating a Request
Request Lenses
Destructuring the Response
Response Lenses

Description

Creates a processing job.

Synopsis

Creating a Request

data CreateProcessingJob Source #

See: newCreateProcessingJob smart constructor.

Constructors

CreateProcessingJob'

Fields

environment :: Maybe (HashMap Text Text)
The environment variables to set in the Docker container. Up to 100 key and values entries in the map are supported.
experimentConfig :: Maybe ExperimentConfig
networkConfig :: Maybe NetworkConfig
Networking options for a processing job, such as whether to allow inbound and outbound network calls to and from processing containers, and the VPC subnets and security groups to use for VPC-enabled processing jobs.
processingInputs :: Maybe [ProcessingInput]
An array of inputs configuring the data to download into the processing container.
processingOutputConfig :: Maybe ProcessingOutputConfig
Output configuration for the processing job.
stoppingCondition :: Maybe ProcessingStoppingCondition
The time limit for how long the processing job is allowed to run.
tags :: Maybe [Tag]
(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.
processingJobName :: Text
The name of the processing job. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.
processingResources :: ProcessingResources
Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job. In distributed training, you specify more than one instance.
appSpecification :: AppSpecification
Configures the processing job to run a specified Docker container image.
roleArn :: Text
The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

Instances

Instances details

ToJSON CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods toJSON :: CreateProcessingJob -> Value # toEncoding :: CreateProcessingJob -> Encoding # toJSONList :: [CreateProcessingJob] -> Value # toEncodingList :: [CreateProcessingJob] -> Encoding #
ToHeaders CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods toHeaders :: CreateProcessingJob -> [Header] #
ToPath CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods toPath :: CreateProcessingJob -> ByteString #
ToQuery CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods toQuery :: CreateProcessingJob -> QueryString #
AWSRequest CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Associated Types type AWSResponse CreateProcessingJob # Methods request :: (Service -> Service) -> CreateProcessingJob -> Request CreateProcessingJob # response :: MonadResource m => (ByteStringLazy -> IO ByteStringLazy) -> Service -> Proxy CreateProcessingJob -> ClientResponse ClientBody -> m (Either Error (ClientResponse (AWSResponse CreateProcessingJob))) #
Generic CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Associated Types type Rep CreateProcessingJob :: Type -> Type # Methods from :: CreateProcessingJob -> Rep CreateProcessingJob x # to :: Rep CreateProcessingJob x -> CreateProcessingJob #
Read CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods readsPrec :: Int -> ReadS CreateProcessingJob # readList :: ReadS [CreateProcessingJob] # readPrec :: ReadPrec CreateProcessingJob # readListPrec :: ReadPrec [CreateProcessingJob] #
Show CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods showsPrec :: Int -> CreateProcessingJob -> ShowS # show :: CreateProcessingJob -> String # showList :: [CreateProcessingJob] -> ShowS #
NFData CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods rnf :: CreateProcessingJob -> () #
Eq CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods (==) :: CreateProcessingJob -> CreateProcessingJob -> Bool # (/=) :: CreateProcessingJob -> CreateProcessingJob -> Bool #
Hashable CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods hashWithSalt :: Int -> CreateProcessingJob -> Int # hash :: CreateProcessingJob -> Int #
type AWSResponse CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob type AWSResponse CreateProcessingJob = CreateProcessingJobResponse
type Rep CreateProcessingJob Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob type Rep CreateProcessingJob = D1 ('MetaData "CreateProcessingJob" "Amazonka.SageMaker.CreateProcessingJob" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "CreateProcessingJob'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "environment") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text))) :: S1 ('MetaSel ('Just "experimentConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ExperimentConfig))) :: (S1 ('MetaSel ('Just "networkConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe NetworkConfig)) :: (S1 ('MetaSel ('Just "processingInputs") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [ProcessingInput])) :: S1 ('MetaSel ('Just "processingOutputConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingOutputConfig))))) :: ((S1 ('MetaSel ('Just "stoppingCondition") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingStoppingCondition)) :: (S1 ('MetaSel ('Just "tags") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [Tag])) :: S1 ('MetaSel ('Just "processingJobName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text))) :: (S1 ('MetaSel ('Just "processingResources") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 ProcessingResources) :: (S1 ('MetaSel ('Just "appSpecification") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 AppSpecification) :: S1 ('MetaSel ('Just "roleArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text))))))

newCreateProcessingJob Source #

Arguments

:: Text	`CreateProcessingJob`
-> ProcessingResources	`CreateProcessingJob`
-> AppSpecification	`CreateProcessingJob`
-> Text	`CreateProcessingJob`
-> CreateProcessingJob

Create a value of CreateProcessingJob 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:

CreateProcessingJob, createProcessingJob_environment - The environment variables to set in the Docker container. Up to 100 key and values entries in the map are supported.

CreateProcessingJob, createProcessingJob_experimentConfig - Undocumented member.

CreateProcessingJob, createProcessingJob_networkConfig - Networking options for a processing job, such as whether to allow inbound and outbound network calls to and from processing containers, and the VPC subnets and security groups to use for VPC-enabled processing jobs.

CreateProcessingJob, createProcessingJob_processingInputs - An array of inputs configuring the data to download into the processing container.

CreateProcessingJob, createProcessingJob_processingOutputConfig - Output configuration for the processing job.

CreateProcessingJob, createProcessingJob_stoppingCondition - The time limit for how long the processing job is allowed to run.

CreateProcessingJob, createProcessingJob_tags - (Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

CreateProcessingJob, createProcessingJob_processingJobName - The name of the processing job. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

CreateProcessingJob, createProcessingJob_processingResources - Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job. In distributed training, you specify more than one instance.

CreateProcessingJob, createProcessingJob_appSpecification - Configures the processing job to run a specified Docker container image.

CreateProcessingJob, createProcessingJob_roleArn - The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

Request Lenses

createProcessingJob_environment :: Lens' CreateProcessingJob (Maybe (HashMap Text Text)) Source #

The environment variables to set in the Docker container. Up to 100 key and values entries in the map are supported.

createProcessingJob_experimentConfig :: Lens' CreateProcessingJob (Maybe ExperimentConfig) Source #

Undocumented member.

createProcessingJob_networkConfig :: Lens' CreateProcessingJob (Maybe NetworkConfig) Source #

Networking options for a processing job, such as whether to allow inbound and outbound network calls to and from processing containers, and the VPC subnets and security groups to use for VPC-enabled processing jobs.

createProcessingJob_processingInputs :: Lens' CreateProcessingJob (Maybe [ProcessingInput]) Source #

An array of inputs configuring the data to download into the processing container.

createProcessingJob_processingOutputConfig :: Lens' CreateProcessingJob (Maybe ProcessingOutputConfig) Source #

Output configuration for the processing job.

createProcessingJob_stoppingCondition :: Lens' CreateProcessingJob (Maybe ProcessingStoppingCondition) Source #

The time limit for how long the processing job is allowed to run.

createProcessingJob_tags :: Lens' CreateProcessingJob (Maybe [Tag]) Source #

(Optional) An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

createProcessingJob_processingJobName :: Lens' CreateProcessingJob Text Source #

The name of the processing job. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.

createProcessingJob_processingResources :: Lens' CreateProcessingJob ProcessingResources Source #

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job. In distributed training, you specify more than one instance.

createProcessingJob_appSpecification :: Lens' CreateProcessingJob AppSpecification Source #

Configures the processing job to run a specified Docker container image.

createProcessingJob_roleArn :: Lens' CreateProcessingJob Text Source #

The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume to perform tasks on your behalf.

Destructuring the Response

data CreateProcessingJobResponse Source #

See: newCreateProcessingJobResponse smart constructor.

Constructors

CreateProcessingJobResponse'
Fields httpStatus :: Int The response's http status code. processingJobArn :: Text The Amazon Resource Name (ARN) of the processing job.

Instances

Instances details

Generic CreateProcessingJobResponse Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Associated Types type Rep CreateProcessingJobResponse :: Type -> Type # Methods from :: CreateProcessingJobResponse -> Rep CreateProcessingJobResponse x # to :: Rep CreateProcessingJobResponse x -> CreateProcessingJobResponse #
Read CreateProcessingJobResponse Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods readsPrec :: Int -> ReadS CreateProcessingJobResponse # readList :: ReadS [CreateProcessingJobResponse] # readPrec :: ReadPrec CreateProcessingJobResponse # readListPrec :: ReadPrec [CreateProcessingJobResponse] #
Show CreateProcessingJobResponse Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods showsPrec :: Int -> CreateProcessingJobResponse -> ShowS # show :: CreateProcessingJobResponse -> String # showList :: [CreateProcessingJobResponse] -> ShowS #
NFData CreateProcessingJobResponse Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods rnf :: CreateProcessingJobResponse -> () #
Eq CreateProcessingJobResponse Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob Methods (==) :: CreateProcessingJobResponse -> CreateProcessingJobResponse -> Bool # (/=) :: CreateProcessingJobResponse -> CreateProcessingJobResponse -> Bool #
type Rep CreateProcessingJobResponse Source #
Instance details Defined in Amazonka.SageMaker.CreateProcessingJob type Rep CreateProcessingJobResponse = D1 ('MetaData "CreateProcessingJobResponse" "Amazonka.SageMaker.CreateProcessingJob" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "CreateProcessingJobResponse'" 'PrefixI 'True) (S1 ('MetaSel ('Just "httpStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Int) :*: S1 ('MetaSel ('Just "processingJobArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))

newCreateProcessingJobResponse Source #

Arguments

:: Int	`$sel:httpStatus:CreateProcessingJobResponse'`
-> Text	`CreateProcessingJobResponse`
-> CreateProcessingJobResponse

Create a value of CreateProcessingJobResponse 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:httpStatus:CreateProcessingJobResponse', createProcessingJobResponse_httpStatus - The response's http status code.

CreateProcessingJobResponse, createProcessingJobResponse_processingJobArn - The Amazon Resource Name (ARN) of the processing job.

Response Lenses

createProcessingJobResponse_httpStatus :: Lens' CreateProcessingJobResponse Int Source #

The response's http status code.

createProcessingJobResponse_processingJobArn :: Lens' CreateProcessingJobResponse Text Source #

The Amazon Resource Name (ARN) of the processing job.