Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

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.

Creating a Request

data StartMLLabelingSetGenerationTaskRun

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

ToJSON StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

toJSON :: StartMLLabelingSetGenerationTaskRun -> Value

toEncoding :: StartMLLabelingSetGenerationTaskRun -> Encoding

toJSONList :: [StartMLLabelingSetGenerationTaskRun] -> Value

toEncodingList :: [StartMLLabelingSetGenerationTaskRun] -> Encoding

ToHeaders StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

toHeaders :: StartMLLabelingSetGenerationTaskRun -> [Header]

ToPath StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

toPath :: StartMLLabelingSetGenerationTaskRun -> ByteString

ToQuery StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

toQuery :: StartMLLabelingSetGenerationTaskRun -> QueryString

AWSRequest StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Associated Types

type AWSResponse StartMLLabelingSetGenerationTaskRun

Methods

request :: (Service -> Service) -> StartMLLabelingSetGenerationTaskRun -> Request StartMLLabelingSetGenerationTaskRun

response :: MonadResource m => (ByteStringLazy -> IO ByteStringLazy) -> Service -> Proxy StartMLLabelingSetGenerationTaskRun -> ClientResponse ClientBody -> m (Either Error (ClientResponse (AWSResponse StartMLLabelingSetGenerationTaskRun)))

Generic StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Associated Types

type Rep StartMLLabelingSetGenerationTaskRun :: Type -> Type

Methods

from :: StartMLLabelingSetGenerationTaskRun -> Rep StartMLLabelingSetGenerationTaskRun x

to :: Rep StartMLLabelingSetGenerationTaskRun x -> StartMLLabelingSetGenerationTaskRun

Read StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

readsPrec :: Int -> ReadS StartMLLabelingSetGenerationTaskRun

readList :: ReadS [StartMLLabelingSetGenerationTaskRun]

readPrec :: ReadPrec StartMLLabelingSetGenerationTaskRun

readListPrec :: ReadPrec [StartMLLabelingSetGenerationTaskRun]

Show StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

showsPrec :: Int -> StartMLLabelingSetGenerationTaskRun -> ShowS

show :: StartMLLabelingSetGenerationTaskRun -> String

showList :: [StartMLLabelingSetGenerationTaskRun] -> ShowS

NFData StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

rnf :: StartMLLabelingSetGenerationTaskRun -> ()

Eq StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

(==) :: StartMLLabelingSetGenerationTaskRun -> StartMLLabelingSetGenerationTaskRun -> Bool

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

Hashable StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

hashWithSalt :: Int -> StartMLLabelingSetGenerationTaskRun -> Int

hash :: StartMLLabelingSetGenerationTaskRun -> Int

type AWSResponse StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

type AWSResponse StartMLLabelingSetGenerationTaskRun = StartMLLabelingSetGenerationTaskRunResponse

type Rep StartMLLabelingSetGenerationTaskRun

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

type Rep StartMLLabelingSetGenerationTaskRun = D1 ('MetaData "StartMLLabelingSetGenerationTaskRun" "Amazonka.Glue.StartMLLabelingSetGenerationTaskRun" "amazonka-glue-2.0-7miPWwBHdfn8N8SvbpLgE0" 'False) (C1 ('MetaCons "StartMLLabelingSetGenerationTaskRun'" 'PrefixI 'True) (S1 ('MetaSel ('Just "transformId") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text) :*: S1 ('MetaSel ('Just "outputS3Path") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))

newStartMLLabelingSetGenerationTaskRun

Arguments

:: Text

StartMLLabelingSetGenerationTaskRun

-> Text

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:

StartMLLabelingSetGenerationTaskRun, startMLLabelingSetGenerationTaskRun_transformId - The unique identifier of the machine learning transform.

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

Request Lenses

startMLLabelingSetGenerationTaskRun_transformId :: Lens' StartMLLabelingSetGenerationTaskRun Text

The unique identifier of the machine learning transform.

startMLLabelingSetGenerationTaskRun_outputS3Path :: Lens' StartMLLabelingSetGenerationTaskRun Text

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

Destructuring the Response

data StartMLLabelingSetGenerationTaskRunResponse

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

Generic StartMLLabelingSetGenerationTaskRunResponse

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Associated Types

type Rep StartMLLabelingSetGenerationTaskRunResponse :: Type -> Type

Methods

from :: StartMLLabelingSetGenerationTaskRunResponse -> Rep StartMLLabelingSetGenerationTaskRunResponse x

to :: Rep StartMLLabelingSetGenerationTaskRunResponse x -> StartMLLabelingSetGenerationTaskRunResponse

Read StartMLLabelingSetGenerationTaskRunResponse

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

readsPrec :: Int -> ReadS StartMLLabelingSetGenerationTaskRunResponse

readList :: ReadS [StartMLLabelingSetGenerationTaskRunResponse]

readPrec :: ReadPrec StartMLLabelingSetGenerationTaskRunResponse

readListPrec :: ReadPrec [StartMLLabelingSetGenerationTaskRunResponse]

Show StartMLLabelingSetGenerationTaskRunResponse

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

showsPrec :: Int -> StartMLLabelingSetGenerationTaskRunResponse -> ShowS

show :: StartMLLabelingSetGenerationTaskRunResponse -> String

showList :: [StartMLLabelingSetGenerationTaskRunResponse] -> ShowS

NFData StartMLLabelingSetGenerationTaskRunResponse

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

rnf :: StartMLLabelingSetGenerationTaskRunResponse -> ()

Eq StartMLLabelingSetGenerationTaskRunResponse

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

Methods

(==) :: StartMLLabelingSetGenerationTaskRunResponse -> StartMLLabelingSetGenerationTaskRunResponse -> Bool

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

type Rep StartMLLabelingSetGenerationTaskRunResponse

Defined in Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

type Rep StartMLLabelingSetGenerationTaskRunResponse = D1 ('MetaData "StartMLLabelingSetGenerationTaskRunResponse" "Amazonka.Glue.StartMLLabelingSetGenerationTaskRun" "amazonka-glue-2.0-7miPWwBHdfn8N8SvbpLgE0" '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

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:

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)

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

startMLLabelingSetGenerationTaskRunResponse_httpStatus :: Lens' StartMLLabelingSetGenerationTaskRunResponse Int

The response's http status code.