amazonka-glue-2.0: Amazon Glue SDK.
Copyright(c) 2013-2023 Brendan Hay
LicenseMozilla Public License, v. 2.0.
MaintainerBrendan Hay
Stabilityauto-generated
Portabilitynon-portable (GHC extensions)
Safe HaskellSafe-Inferred
LanguageHaskell2010

Amazonka.Glue.StartMLLabelingSetGenerationTaskRun

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

Creating a Request

data StartMLLabelingSetGenerationTaskRun Source #

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
ToJSON StartMLLabelingSetGenerationTaskRun Source # 
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ToHeaders StartMLLabelingSetGenerationTaskRun Source # 
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ToPath StartMLLabelingSetGenerationTaskRun Source # 
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ToQuery StartMLLabelingSetGenerationTaskRun Source # 
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AWSRequest StartMLLabelingSetGenerationTaskRun Source # 
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Generic StartMLLabelingSetGenerationTaskRun Source # 
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Read StartMLLabelingSetGenerationTaskRun Source # 
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Show StartMLLabelingSetGenerationTaskRun Source # 
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NFData StartMLLabelingSetGenerationTaskRun Source # 
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Eq StartMLLabelingSetGenerationTaskRun Source # 
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Hashable StartMLLabelingSetGenerationTaskRun Source # 
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type AWSResponse StartMLLabelingSetGenerationTaskRun Source # 
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type Rep StartMLLabelingSetGenerationTaskRun Source # 
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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 Source #

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_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 #

Constructors

StartMLLabelingSetGenerationTaskRunResponse' 

Fields

Instances

Instances details
Generic StartMLLabelingSetGenerationTaskRunResponse Source # 
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Read StartMLLabelingSetGenerationTaskRunResponse Source # 
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Show StartMLLabelingSetGenerationTaskRunResponse Source # 
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NFData StartMLLabelingSetGenerationTaskRunResponse Source # 
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Eq StartMLLabelingSetGenerationTaskRunResponse Source # 
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type Rep StartMLLabelingSetGenerationTaskRunResponse Source # 
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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 Source #

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