Amazonka.SageMaker.Types.PipelineExecutionStepMetadata

Documentation

data PipelineExecutionStepMetadata

Metadata for a step execution.

See: newPipelineExecutionStepMetadata smart constructor.

Constructors

PipelineExecutionStepMetadata'

Fields

• autoMLJob :: Maybe AutoMLJobStepMetadata

  The Amazon Resource Name (ARN) of the AutoML job that was run by this step.

• callback :: Maybe CallbackStepMetadata

  The URL of the Amazon SQS queue used by this step execution, the pipeline generated token, and a list of output parameters.

• clarifyCheck :: Maybe ClarifyCheckStepMetadata

  Container for the metadata for a Clarify check step. The configurations and outcomes of the check step execution. This includes:

  • The type of the check conducted,
  • The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.
  • The Amazon S3 URIs of newly calculated baseline constraints and statistics.
  • The model package group name provided.
  • The Amazon S3 URI of the violation report if violations detected.
  • The Amazon Resource Name (ARN) of check processing job initiated by the step execution.
  • The boolean flags indicating if the drift check is skipped.
  • If step property BaselineUsedForDriftCheck is set the same as CalculatedBaseline.
• condition :: Maybe ConditionStepMetadata

  The outcome of the condition evaluation that was run by this step execution.

• emr :: Maybe EMRStepMetadata

  The configurations and outcomes of an Amazon EMR step execution.

• fail :: Maybe FailStepMetadata

  The configurations and outcomes of a Fail step execution.

• lambda :: Maybe LambdaStepMetadata

  The Amazon Resource Name (ARN) of the Lambda function that was run by this step execution and a list of output parameters.

• model :: Maybe ModelStepMetadata

  The Amazon Resource Name (ARN) of the model that was created by this step execution.

• processingJob :: Maybe ProcessingJobStepMetadata

  The Amazon Resource Name (ARN) of the processing job that was run by this step execution.

• qualityCheck :: Maybe QualityCheckStepMetadata

  The configurations and outcomes of the check step execution. This includes:

  • The type of the check conducted.
  • The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.
  • The Amazon S3 URIs of newly calculated baseline constraints and statistics.
  • The model package group name provided.
  • The Amazon S3 URI of the violation report if violations detected.
  • The Amazon Resource Name (ARN) of check processing job initiated by the step execution.
  • The Boolean flags indicating if the drift check is skipped.
  • If step property BaselineUsedForDriftCheck is set the same as CalculatedBaseline.
• registerModel :: Maybe RegisterModelStepMetadata

  The Amazon Resource Name (ARN) of the model package that the model was registered to by this step execution.

• trainingJob :: Maybe TrainingJobStepMetadata

  The Amazon Resource Name (ARN) of the training job that was run by this step execution.

• transformJob :: Maybe TransformJobStepMetadata

  The Amazon Resource Name (ARN) of the transform job that was run by this step execution.

• tuningJob :: Maybe TuningJobStepMetaData

  The Amazon Resource Name (ARN) of the tuning job that was run by this step execution.

Instances

FromJSON PipelineExecutionStepMetadata

Defined in Amazonka.SageMaker.Types.PipelineExecutionStepMetadata

Methods

parseJSON :: Value -> Parser PipelineExecutionStepMetadata

parseJSONList :: Value -> Parser [PipelineExecutionStepMetadata]

Generic PipelineExecutionStepMetadata

Defined in Amazonka.SageMaker.Types.PipelineExecutionStepMetadata

Associated Types

type Rep PipelineExecutionStepMetadata :: Type -> Type

Methods

from :: PipelineExecutionStepMetadata -> Rep PipelineExecutionStepMetadata x

to :: Rep PipelineExecutionStepMetadata x -> PipelineExecutionStepMetadata

Read PipelineExecutionStepMetadata

Defined in Amazonka.SageMaker.Types.PipelineExecutionStepMetadata

Methods

readsPrec :: Int -> ReadS PipelineExecutionStepMetadata

readList :: ReadS [PipelineExecutionStepMetadata]

readPrec :: ReadPrec PipelineExecutionStepMetadata

readListPrec :: ReadPrec [PipelineExecutionStepMetadata]

Show PipelineExecutionStepMetadata

Defined in Amazonka.SageMaker.Types.PipelineExecutionStepMetadata

Methods

showsPrec :: Int -> PipelineExecutionStepMetadata -> ShowS

show :: PipelineExecutionStepMetadata -> String

showList :: [PipelineExecutionStepMetadata] -> ShowS

NFData PipelineExecutionStepMetadata

Defined in Amazonka.SageMaker.Types.PipelineExecutionStepMetadata

Methods

rnf :: PipelineExecutionStepMetadata -> ()

Eq PipelineExecutionStepMetadata

Defined in Amazonka.SageMaker.Types.PipelineExecutionStepMetadata

Methods

(==) :: PipelineExecutionStepMetadata -> PipelineExecutionStepMetadata -> Bool

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

Hashable PipelineExecutionStepMetadata

Defined in Amazonka.SageMaker.Types.PipelineExecutionStepMetadata

Methods

hashWithSalt :: Int -> PipelineExecutionStepMetadata -> Int

hash :: PipelineExecutionStepMetadata -> Int

type Rep PipelineExecutionStepMetadata

Defined in Amazonka.SageMaker.Types.PipelineExecutionStepMetadata

type Rep PipelineExecutionStepMetadata = D1 ('MetaData "PipelineExecutionStepMetadata" "Amazonka.SageMaker.Types.PipelineExecutionStepMetadata" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "PipelineExecutionStepMetadata'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "autoMLJob") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe AutoMLJobStepMetadata)) :*: (S1 ('MetaSel ('Just "callback") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe CallbackStepMetadata)) :*: S1 ('MetaSel ('Just "clarifyCheck") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ClarifyCheckStepMetadata)))) :*: ((S1 ('MetaSel ('Just "condition") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ConditionStepMetadata)) :*: S1 ('MetaSel ('Just "emr") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe EMRStepMetadata))) :*: (S1 ('MetaSel ('Just "fail") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe FailStepMetadata)) :*: S1 ('MetaSel ('Just "lambda") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe LambdaStepMetadata))))) :*: ((S1 ('MetaSel ('Just "model") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ModelStepMetadata)) :*: (S1 ('MetaSel ('Just "processingJob") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProcessingJobStepMetadata)) :*: S1 ('MetaSel ('Just "qualityCheck") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe QualityCheckStepMetadata)))) :*: ((S1 ('MetaSel ('Just "registerModel") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe RegisterModelStepMetadata)) :*: S1 ('MetaSel ('Just "trainingJob") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe TrainingJobStepMetadata))) :*: (S1 ('MetaSel ('Just "transformJob") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe TransformJobStepMetadata)) :*: S1 ('MetaSel ('Just "tuningJob") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe TuningJobStepMetaData)))))))

newPipelineExecutionStepMetadata :: PipelineExecutionStepMetadata

Create a value of PipelineExecutionStepMetadata 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:autoMLJob:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_autoMLJob - The Amazon Resource Name (ARN) of the AutoML job that was run by this step.

$sel:callback:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_callback - The URL of the Amazon SQS queue used by this step execution, the pipeline generated token, and a list of output parameters.

$sel:clarifyCheck:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_clarifyCheck - Container for the metadata for a Clarify check step. The configurations and outcomes of the check step execution. This includes:

• The type of the check conducted,
• The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.
• The Amazon S3 URIs of newly calculated baseline constraints and statistics.
• The model package group name provided.
• The Amazon S3 URI of the violation report if violations detected.
• The Amazon Resource Name (ARN) of check processing job initiated by the step execution.
• The boolean flags indicating if the drift check is skipped.
• If step property BaselineUsedForDriftCheck is set the same as CalculatedBaseline.

$sel:condition:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_condition - The outcome of the condition evaluation that was run by this step execution.

$sel:emr:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_emr - The configurations and outcomes of an Amazon EMR step execution.

$sel:fail:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_fail - The configurations and outcomes of a Fail step execution.

$sel:lambda:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_lambda - The Amazon Resource Name (ARN) of the Lambda function that was run by this step execution and a list of output parameters.

$sel:model:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_model - The Amazon Resource Name (ARN) of the model that was created by this step execution.

$sel:processingJob:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_processingJob - The Amazon Resource Name (ARN) of the processing job that was run by this step execution.

$sel:qualityCheck:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_qualityCheck - The configurations and outcomes of the check step execution. This includes:

• The type of the check conducted.
• The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.
• The Amazon S3 URIs of newly calculated baseline constraints and statistics.
• The model package group name provided.
• The Amazon S3 URI of the violation report if violations detected.
• The Amazon Resource Name (ARN) of check processing job initiated by the step execution.
• The Boolean flags indicating if the drift check is skipped.
• If step property BaselineUsedForDriftCheck is set the same as CalculatedBaseline.

$sel:registerModel:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_registerModel - The Amazon Resource Name (ARN) of the model package that the model was registered to by this step execution.

$sel:trainingJob:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_trainingJob - The Amazon Resource Name (ARN) of the training job that was run by this step execution.

$sel:transformJob:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_transformJob - The Amazon Resource Name (ARN) of the transform job that was run by this step execution.

$sel:tuningJob:PipelineExecutionStepMetadata', pipelineExecutionStepMetadata_tuningJob - The Amazon Resource Name (ARN) of the tuning job that was run by this step execution.

pipelineExecutionStepMetadata_autoMLJob :: Lens' PipelineExecutionStepMetadata (Maybe AutoMLJobStepMetadata)

The Amazon Resource Name (ARN) of the AutoML job that was run by this step.

pipelineExecutionStepMetadata_callback :: Lens' PipelineExecutionStepMetadata (Maybe CallbackStepMetadata)

The URL of the Amazon SQS queue used by this step execution, the pipeline generated token, and a list of output parameters.

pipelineExecutionStepMetadata_clarifyCheck :: Lens' PipelineExecutionStepMetadata (Maybe ClarifyCheckStepMetadata)

Container for the metadata for a Clarify check step. The configurations and outcomes of the check step execution. This includes:

• The type of the check conducted,
• The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.
• The Amazon S3 URIs of newly calculated baseline constraints and statistics.
• The model package group name provided.
• The Amazon S3 URI of the violation report if violations detected.
• The Amazon Resource Name (ARN) of check processing job initiated by the step execution.
• The boolean flags indicating if the drift check is skipped.
• If step property BaselineUsedForDriftCheck is set the same as CalculatedBaseline.

pipelineExecutionStepMetadata_condition :: Lens' PipelineExecutionStepMetadata (Maybe ConditionStepMetadata)

The outcome of the condition evaluation that was run by this step execution.

pipelineExecutionStepMetadata_emr :: Lens' PipelineExecutionStepMetadata (Maybe EMRStepMetadata)

The configurations and outcomes of an Amazon EMR step execution.

pipelineExecutionStepMetadata_fail :: Lens' PipelineExecutionStepMetadata (Maybe FailStepMetadata)

The configurations and outcomes of a Fail step execution.

pipelineExecutionStepMetadata_lambda :: Lens' PipelineExecutionStepMetadata (Maybe LambdaStepMetadata)

The Amazon Resource Name (ARN) of the Lambda function that was run by this step execution and a list of output parameters.

pipelineExecutionStepMetadata_model :: Lens' PipelineExecutionStepMetadata (Maybe ModelStepMetadata)

The Amazon Resource Name (ARN) of the model that was created by this step execution.

pipelineExecutionStepMetadata_processingJob :: Lens' PipelineExecutionStepMetadata (Maybe ProcessingJobStepMetadata)

The Amazon Resource Name (ARN) of the processing job that was run by this step execution.

pipelineExecutionStepMetadata_qualityCheck :: Lens' PipelineExecutionStepMetadata (Maybe QualityCheckStepMetadata)

The configurations and outcomes of the check step execution. This includes:

• The type of the check conducted.
• The Amazon S3 URIs of baseline constraints and statistics files to be used for the drift check.
• The Amazon S3 URIs of newly calculated baseline constraints and statistics.
• The model package group name provided.
• The Amazon S3 URI of the violation report if violations detected.
• The Amazon Resource Name (ARN) of check processing job initiated by the step execution.
• The Boolean flags indicating if the drift check is skipped.
• If step property BaselineUsedForDriftCheck is set the same as CalculatedBaseline.

pipelineExecutionStepMetadata_registerModel :: Lens' PipelineExecutionStepMetadata (Maybe RegisterModelStepMetadata)

The Amazon Resource Name (ARN) of the model package that the model was registered to by this step execution.

pipelineExecutionStepMetadata_trainingJob :: Lens' PipelineExecutionStepMetadata (Maybe TrainingJobStepMetadata)

The Amazon Resource Name (ARN) of the training job that was run by this step execution.

pipelineExecutionStepMetadata_transformJob :: Lens' PipelineExecutionStepMetadata (Maybe TransformJobStepMetadata)

The Amazon Resource Name (ARN) of the transform job that was run by this step execution.

pipelineExecutionStepMetadata_tuningJob :: Lens' PipelineExecutionStepMetadata (Maybe TuningJobStepMetaData)

The Amazon Resource Name (ARN) of the tuning job that was run by this step execution.