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.Glue.StartMLLabelingSetGenerationTaskRun

Contents

Creating a Request
Request Lenses
Destructuring the Response
Response Lenses

Description

Starts the active learning workflow for your machine learning transform to improve the transform's quality by generating label sets and adding labels.

When the StartMLLabelingSetGenerationTaskRun finishes, Glue will have generated a "labeling set" or a set of questions for humans to answer.

In the case of the FindMatches transform, these questions are of the form, “What is the correct way to group these rows together into groups composed entirely of matching records?”

After the labeling process is finished, you can upload your labels with a call to StartImportLabelsTaskRun. After StartImportLabelsTaskRun finishes, all future runs of the machine learning transform will use the new and improved labels and perform a higher-quality transformation.

Synopsis

data StartMLLabelingSetGenerationTaskRun = StartMLLabelingSetGenerationTaskRun' {
- transformId :: Text
- outputS3Path :: Text
}
newStartMLLabelingSetGenerationTaskRun :: Text -> Text -> StartMLLabelingSetGenerationTaskRun
startMLLabelingSetGenerationTaskRun_transformId :: Lens' StartMLLabelingSetGenerationTaskRun Text
startMLLabelingSetGenerationTaskRun_outputS3Path :: Lens' StartMLLabelingSetGenerationTaskRun Text
data StartMLLabelingSetGenerationTaskRunResponse = StartMLLabelingSetGenerationTaskRunResponse' {
- taskRunId :: Maybe Text
- httpStatus :: Int
}
newStartMLLabelingSetGenerationTaskRunResponse :: Int -> StartMLLabelingSetGenerationTaskRunResponse
startMLLabelingSetGenerationTaskRunResponse_taskRunId :: Lens' StartMLLabelingSetGenerationTaskRunResponse (Maybe Text)
startMLLabelingSetGenerationTaskRunResponse_httpStatus :: Lens' StartMLLabelingSetGenerationTaskRunResponse Int

Creating a Request

data StartMLLabelingSetGenerationTaskRun Source #

See: newStartMLLabelingSetGenerationTaskRun smart constructor.

Constructors

StartMLLabelingSetGenerationTaskRun'
Fields transformId :: Text The unique identifier of the machine learning transform. outputS3Path :: Text The Amazon Simple Storage Service (Amazon S3) path where you generate the labeling set.

Instances

Instances details

Eq StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods (==) :: StartMLLabelingSetGenerationTaskRun -> StartMLLabelingSetGenerationTaskRun -> Bool # (/=) :: StartMLLabelingSetGenerationTaskRun -> StartMLLabelingSetGenerationTaskRun -> Bool #
Read StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods readsPrec :: Int -> ReadS StartMLLabelingSetGenerationTaskRun # readList :: ReadS [StartMLLabelingSetGenerationTaskRun] # readPrec :: ReadPrec StartMLLabelingSetGenerationTaskRun # readListPrec :: ReadPrec [StartMLLabelingSetGenerationTaskRun] #
Show StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods showsPrec :: Int -> StartMLLabelingSetGenerationTaskRun -> ShowS # show :: StartMLLabelingSetGenerationTaskRun -> String # showList :: [StartMLLabelingSetGenerationTaskRun] -> ShowS #
Generic StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Associated Types type Rep StartMLLabelingSetGenerationTaskRun :: Type -> Type # Methods from :: StartMLLabelingSetGenerationTaskRun -> Rep StartMLLabelingSetGenerationTaskRun x # to :: Rep StartMLLabelingSetGenerationTaskRun x -> StartMLLabelingSetGenerationTaskRun #
NFData StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods rnf :: StartMLLabelingSetGenerationTaskRun -> () #
Hashable StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods hashWithSalt :: Int -> StartMLLabelingSetGenerationTaskRun -> Int # hash :: StartMLLabelingSetGenerationTaskRun -> Int #
ToJSON StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods toJSON :: StartMLLabelingSetGenerationTaskRun -> Value # toEncoding :: StartMLLabelingSetGenerationTaskRun -> Encoding # toJSONList :: [StartMLLabelingSetGenerationTaskRun] -> Value # toEncodingList :: [StartMLLabelingSetGenerationTaskRun] -> Encoding #
AWSRequest StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Associated Types type AWSResponse StartMLLabelingSetGenerationTaskRun # Methods request :: StartMLLabelingSetGenerationTaskRun -> Request StartMLLabelingSetGenerationTaskRun # response :: MonadResource m => Logger -> Service -> Proxy StartMLLabelingSetGenerationTaskRun -> ClientResponse ClientBody -> m (Either Error (ClientResponse (AWSResponse StartMLLabelingSetGenerationTaskRun))) #
ToHeaders StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods toHeaders :: StartMLLabelingSetGenerationTaskRun -> [Header] #
ToPath StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods toPath :: StartMLLabelingSetGenerationTaskRun -> ByteString #
ToQuery StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods toQuery :: StartMLLabelingSetGenerationTaskRun -> QueryString #
type Rep StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun type Rep StartMLLabelingSetGenerationTaskRun = D1 ('MetaData "StartMLLabelingSetGenerationTaskRun" "Amazonka.Glue.StartMLLabelingSetGenerationTaskRun" "libZSservicesZSamazonka-glueZSamazonka-glue" 'False) (C1 ('MetaCons "StartMLLabelingSetGenerationTaskRun'" 'PrefixI 'True) (S1 ('MetaSel ('Just "transformId") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text) :*: S1 ('MetaSel ('Just "outputS3Path") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))
type AWSResponse StartMLLabelingSetGenerationTaskRun Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun type AWSResponse StartMLLabelingSetGenerationTaskRun = StartMLLabelingSetGenerationTaskRunResponse

newStartMLLabelingSetGenerationTaskRun Source #

Arguments

:: Text	`$sel:transformId:StartMLLabelingSetGenerationTaskRun'`
-> Text	`$sel:outputS3Path:StartMLLabelingSetGenerationTaskRun'`
-> StartMLLabelingSetGenerationTaskRun

Create a value of StartMLLabelingSetGenerationTaskRun 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:transformId:StartMLLabelingSetGenerationTaskRun', startMLLabelingSetGenerationTaskRun_transformId - The unique identifier of the machine learning transform.

$sel:outputS3Path:StartMLLabelingSetGenerationTaskRun', startMLLabelingSetGenerationTaskRun_outputS3Path - The Amazon Simple Storage Service (Amazon S3) path where you generate the labeling set.

Request Lenses

startMLLabelingSetGenerationTaskRun_transformId :: Lens' StartMLLabelingSetGenerationTaskRun Text Source #

The unique identifier of the machine learning transform.

startMLLabelingSetGenerationTaskRun_outputS3Path :: Lens' StartMLLabelingSetGenerationTaskRun Text Source #

The Amazon Simple Storage Service (Amazon S3) path where you generate the labeling set.

Destructuring the Response

data StartMLLabelingSetGenerationTaskRunResponse Source #

See: newStartMLLabelingSetGenerationTaskRunResponse smart constructor.

Constructors

StartMLLabelingSetGenerationTaskRunResponse'
Fields taskRunId :: Maybe Text The unique run identifier that is associated with this task run. httpStatus :: Int The response's http status code.

Instances

Instances details

Eq StartMLLabelingSetGenerationTaskRunResponse Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods (==) :: StartMLLabelingSetGenerationTaskRunResponse -> StartMLLabelingSetGenerationTaskRunResponse -> Bool # (/=) :: StartMLLabelingSetGenerationTaskRunResponse -> StartMLLabelingSetGenerationTaskRunResponse -> Bool #
Read StartMLLabelingSetGenerationTaskRunResponse Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods readsPrec :: Int -> ReadS StartMLLabelingSetGenerationTaskRunResponse # readList :: ReadS [StartMLLabelingSetGenerationTaskRunResponse] # readPrec :: ReadPrec StartMLLabelingSetGenerationTaskRunResponse # readListPrec :: ReadPrec [StartMLLabelingSetGenerationTaskRunResponse] #
Show StartMLLabelingSetGenerationTaskRunResponse Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods showsPrec :: Int -> StartMLLabelingSetGenerationTaskRunResponse -> ShowS # show :: StartMLLabelingSetGenerationTaskRunResponse -> String # showList :: [StartMLLabelingSetGenerationTaskRunResponse] -> ShowS #
Generic StartMLLabelingSetGenerationTaskRunResponse Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Associated Types type Rep StartMLLabelingSetGenerationTaskRunResponse :: Type -> Type # Methods from :: StartMLLabelingSetGenerationTaskRunResponse -> Rep StartMLLabelingSetGenerationTaskRunResponse x # to :: Rep StartMLLabelingSetGenerationTaskRunResponse x -> StartMLLabelingSetGenerationTaskRunResponse #
NFData StartMLLabelingSetGenerationTaskRunResponse Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun Methods rnf :: StartMLLabelingSetGenerationTaskRunResponse -> () #
type Rep StartMLLabelingSetGenerationTaskRunResponse Source #
Instance details Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun type Rep StartMLLabelingSetGenerationTaskRunResponse = D1 ('MetaData "StartMLLabelingSetGenerationTaskRunResponse" "Amazonka.Glue.StartMLLabelingSetGenerationTaskRun" "libZSservicesZSamazonka-glueZSamazonka-glue" 'False) (C1 ('MetaCons "StartMLLabelingSetGenerationTaskRunResponse'" 'PrefixI 'True) (S1 ('MetaSel ('Just "taskRunId") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "httpStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Int)))

newStartMLLabelingSetGenerationTaskRunResponse Source #

Arguments

:: Int	`$sel:httpStatus:StartMLLabelingSetGenerationTaskRunResponse'`
-> StartMLLabelingSetGenerationTaskRunResponse

Create a value of StartMLLabelingSetGenerationTaskRunResponse 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:taskRunId:StartMLLabelingSetGenerationTaskRunResponse', startMLLabelingSetGenerationTaskRunResponse_taskRunId - The unique run identifier that is associated with this task run.

$sel:httpStatus:StartMLLabelingSetGenerationTaskRunResponse', startMLLabelingSetGenerationTaskRunResponse_httpStatus - The response's http status code.

Response Lenses

startMLLabelingSetGenerationTaskRunResponse_taskRunId :: Lens' StartMLLabelingSetGenerationTaskRunResponse (Maybe Text) Source #

The unique run identifier that is associated with this task run.

startMLLabelingSetGenerationTaskRunResponse_httpStatus :: Lens' StartMLLabelingSetGenerationTaskRunResponse Int Source #

The response's http status code.