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.SageMaker.Types.ModelPackage

Description

Synopsis

data ModelPackage = ModelPackage' {
- creationTime :: Maybe POSIX
- metadataProperties :: Maybe MetadataProperties
- modelApprovalStatus :: Maybe ModelApprovalStatus
- sourceAlgorithmSpecification :: Maybe SourceAlgorithmSpecification
- modelPackageName :: Maybe Text
- modelPackageArn :: Maybe Text
- modelMetrics :: Maybe ModelMetrics
- modelPackageDescription :: Maybe Text
- createdBy :: Maybe UserContext
- lastModifiedTime :: Maybe POSIX
- validationSpecification :: Maybe ModelPackageValidationSpecification
- inferenceSpecification :: Maybe InferenceSpecification
- approvalDescription :: Maybe Text
- modelPackageVersion :: Maybe Natural
- certifyForMarketplace :: Maybe Bool
- modelPackageGroupName :: Maybe Text
- lastModifiedBy :: Maybe UserContext
- modelPackageStatusDetails :: Maybe ModelPackageStatusDetails
- tags :: Maybe [Tag]
- modelPackageStatus :: Maybe ModelPackageStatus
}
newModelPackage :: ModelPackage
modelPackage_creationTime :: Lens' ModelPackage (Maybe UTCTime)
modelPackage_metadataProperties :: Lens' ModelPackage (Maybe MetadataProperties)
modelPackage_modelApprovalStatus :: Lens' ModelPackage (Maybe ModelApprovalStatus)
modelPackage_sourceAlgorithmSpecification :: Lens' ModelPackage (Maybe SourceAlgorithmSpecification)
modelPackage_modelPackageName :: Lens' ModelPackage (Maybe Text)
modelPackage_modelPackageArn :: Lens' ModelPackage (Maybe Text)
modelPackage_modelMetrics :: Lens' ModelPackage (Maybe ModelMetrics)
modelPackage_modelPackageDescription :: Lens' ModelPackage (Maybe Text)
modelPackage_createdBy :: Lens' ModelPackage (Maybe UserContext)
modelPackage_lastModifiedTime :: Lens' ModelPackage (Maybe UTCTime)
modelPackage_validationSpecification :: Lens' ModelPackage (Maybe ModelPackageValidationSpecification)
modelPackage_inferenceSpecification :: Lens' ModelPackage (Maybe InferenceSpecification)
modelPackage_approvalDescription :: Lens' ModelPackage (Maybe Text)
modelPackage_modelPackageVersion :: Lens' ModelPackage (Maybe Natural)
modelPackage_certifyForMarketplace :: Lens' ModelPackage (Maybe Bool)
modelPackage_modelPackageGroupName :: Lens' ModelPackage (Maybe Text)
modelPackage_lastModifiedBy :: Lens' ModelPackage (Maybe UserContext)
modelPackage_modelPackageStatusDetails :: Lens' ModelPackage (Maybe ModelPackageStatusDetails)
modelPackage_tags :: Lens' ModelPackage (Maybe [Tag])
modelPackage_modelPackageStatus :: Lens' ModelPackage (Maybe ModelPackageStatus)

Documentation

data ModelPackage Source #

A versioned model that can be deployed for SageMaker inference.

See: newModelPackage smart constructor.

Constructors

ModelPackage'

Fields

creationTime :: Maybe POSIX
The time that the model package was created.
metadataProperties :: Maybe MetadataProperties
modelApprovalStatus :: Maybe ModelApprovalStatus
The approval status of the model. This can be one of the following values.
- APPROVED - The model is approved
- REJECTED - The model is rejected.
- PENDING_MANUAL_APPROVAL - The model is waiting for manual approval.
sourceAlgorithmSpecification :: Maybe SourceAlgorithmSpecification
modelPackageName :: Maybe Text
The name of the model.
modelPackageArn :: Maybe Text
The Amazon Resource Name (ARN) of the model package.
modelMetrics :: Maybe ModelMetrics
Metrics for the model.
modelPackageDescription :: Maybe Text
The description of the model package.
createdBy :: Maybe UserContext
lastModifiedTime :: Maybe POSIX
The last time the model package was modified.
validationSpecification :: Maybe ModelPackageValidationSpecification
inferenceSpecification :: Maybe InferenceSpecification
approvalDescription :: Maybe Text
A description provided when the model approval is set.
modelPackageVersion :: Maybe Natural
The version number of a versioned model.
certifyForMarketplace :: Maybe Bool
Whether the model package is to be certified to be listed on Amazon Web Services Marketplace. For information about listing model packages on Amazon Web Services Marketplace, see List Your Algorithm or Model Package on Amazon Web Services Marketplace.
modelPackageGroupName :: Maybe Text
The model group to which the model belongs.
lastModifiedBy :: Maybe UserContext
modelPackageStatusDetails :: Maybe ModelPackageStatusDetails
tags :: Maybe [Tag]
A list of the tags associated with the model package. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.
modelPackageStatus :: Maybe ModelPackageStatus
The status of the model package. This can be one of the following values.
- PENDING - The model package is pending being created.
- IN_PROGRESS - The model package is in the process of being created.
- COMPLETED - The model package was successfully created.
- FAILED - The model package failed.
- DELETING - The model package is in the process of being deleted.

Instances

Instances details

Eq ModelPackage Source #
Instance details Defined in Amazonka.SageMaker.Types.ModelPackage Methods (==) :: ModelPackage -> ModelPackage -> Bool # (/=) :: ModelPackage -> ModelPackage -> Bool #
Read ModelPackage Source #
Instance details Defined in Amazonka.SageMaker.Types.ModelPackage Methods readsPrec :: Int -> ReadS ModelPackage # readList :: ReadS [ModelPackage] # readPrec :: ReadPrec ModelPackage # readListPrec :: ReadPrec [ModelPackage] #
Show ModelPackage Source #
Instance details Defined in Amazonka.SageMaker.Types.ModelPackage Methods showsPrec :: Int -> ModelPackage -> ShowS # show :: ModelPackage -> String # showList :: [ModelPackage] -> ShowS #
Generic ModelPackage Source #
Instance details Defined in Amazonka.SageMaker.Types.ModelPackage Associated Types type Rep ModelPackage :: Type -> Type # Methods from :: ModelPackage -> Rep ModelPackage x # to :: Rep ModelPackage x -> ModelPackage #
NFData ModelPackage Source #
Instance details Defined in Amazonka.SageMaker.Types.ModelPackage Methods rnf :: ModelPackage -> () #
Hashable ModelPackage Source #
Instance details Defined in Amazonka.SageMaker.Types.ModelPackage Methods hashWithSalt :: Int -> ModelPackage -> Int # hash :: ModelPackage -> Int #
FromJSON ModelPackage Source #
Instance details Defined in Amazonka.SageMaker.Types.ModelPackage Methods parseJSON :: Value -> Parser ModelPackage # parseJSONList :: Value -> Parser [ModelPackage] #
type Rep ModelPackage Source #
Instance details Defined in Amazonka.SageMaker.Types.ModelPackage type Rep ModelPackage = D1 ('MetaData "ModelPackage" "Amazonka.SageMaker.Types.ModelPackage" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "ModelPackage'" 'PrefixI 'True) ((((S1 ('MetaSel ('Just "creationTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :: S1 ('MetaSel ('Just "metadataProperties") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe MetadataProperties))) :: (S1 ('MetaSel ('Just "modelApprovalStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ModelApprovalStatus)) :: (S1 ('MetaSel ('Just "sourceAlgorithmSpecification") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe SourceAlgorithmSpecification)) :: S1 ('MetaSel ('Just "modelPackageName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text))))) :: ((S1 ('MetaSel ('Just "modelPackageArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "modelMetrics") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ModelMetrics))) :: (S1 ('MetaSel ('Just "modelPackageDescription") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: (S1 ('MetaSel ('Just "createdBy") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe UserContext)) :: S1 ('MetaSel ('Just "lastModifiedTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)))))) :: (((S1 ('MetaSel ('Just "validationSpecification") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ModelPackageValidationSpecification)) :: S1 ('MetaSel ('Just "inferenceSpecification") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe InferenceSpecification))) :: (S1 ('MetaSel ('Just "approvalDescription") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: (S1 ('MetaSel ('Just "modelPackageVersion") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Natural)) :: S1 ('MetaSel ('Just "certifyForMarketplace") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Bool))))) :: ((S1 ('MetaSel ('Just "modelPackageGroupName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "lastModifiedBy") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe UserContext))) :: (S1 ('MetaSel ('Just "modelPackageStatusDetails") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ModelPackageStatusDetails)) :: (S1 ('MetaSel ('Just "tags") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [Tag])) :*: S1 ('MetaSel ('Just "modelPackageStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ModelPackageStatus))))))))

newModelPackage :: ModelPackage Source #

Create a value of ModelPackage 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:creationTime:ModelPackage', modelPackage_creationTime - The time that the model package was created.

$sel:metadataProperties:ModelPackage', modelPackage_metadataProperties - Undocumented member.

$sel:modelApprovalStatus:ModelPackage', modelPackage_modelApprovalStatus - The approval status of the model. This can be one of the following values.

APPROVED - The model is approved
REJECTED - The model is rejected.
PENDING_MANUAL_APPROVAL - The model is waiting for manual approval.

$sel:sourceAlgorithmSpecification:ModelPackage', modelPackage_sourceAlgorithmSpecification - Undocumented member.

$sel:modelPackageName:ModelPackage', modelPackage_modelPackageName - The name of the model.

$sel:modelPackageArn:ModelPackage', modelPackage_modelPackageArn - The Amazon Resource Name (ARN) of the model package.

$sel:modelMetrics:ModelPackage', modelPackage_modelMetrics - Metrics for the model.

$sel:modelPackageDescription:ModelPackage', modelPackage_modelPackageDescription - The description of the model package.

$sel:createdBy:ModelPackage', modelPackage_createdBy - Undocumented member.

$sel:lastModifiedTime:ModelPackage', modelPackage_lastModifiedTime - The last time the model package was modified.

$sel:validationSpecification:ModelPackage', modelPackage_validationSpecification - Undocumented member.

$sel:inferenceSpecification:ModelPackage', modelPackage_inferenceSpecification - Undocumented member.

$sel:approvalDescription:ModelPackage', modelPackage_approvalDescription - A description provided when the model approval is set.

$sel:modelPackageVersion:ModelPackage', modelPackage_modelPackageVersion - The version number of a versioned model.

$sel:certifyForMarketplace:ModelPackage', modelPackage_certifyForMarketplace - Whether the model package is to be certified to be listed on Amazon Web Services Marketplace. For information about listing model packages on Amazon Web Services Marketplace, see List Your Algorithm or Model Package on Amazon Web Services Marketplace.

$sel:modelPackageGroupName:ModelPackage', modelPackage_modelPackageGroupName - The model group to which the model belongs.

$sel:lastModifiedBy:ModelPackage', modelPackage_lastModifiedBy - Undocumented member.

$sel:modelPackageStatusDetails:ModelPackage', modelPackage_modelPackageStatusDetails - Undocumented member.

$sel:tags:ModelPackage', modelPackage_tags - A list of the tags associated with the model package. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.

$sel:modelPackageStatus:ModelPackage', modelPackage_modelPackageStatus - The status of the model package. This can be one of the following values.

PENDING - The model package is pending being created.
IN_PROGRESS - The model package is in the process of being created.
COMPLETED - The model package was successfully created.
FAILED - The model package failed.
DELETING - The model package is in the process of being deleted.

modelPackage_creationTime :: Lens' ModelPackage (Maybe UTCTime) Source #

The time that the model package was created.

modelPackage_metadataProperties :: Lens' ModelPackage (Maybe MetadataProperties) Source #

Undocumented member.

modelPackage_modelApprovalStatus :: Lens' ModelPackage (Maybe ModelApprovalStatus) Source #

The approval status of the model. This can be one of the following values.

APPROVED - The model is approved
REJECTED - The model is rejected.
PENDING_MANUAL_APPROVAL - The model is waiting for manual approval.

modelPackage_sourceAlgorithmSpecification :: Lens' ModelPackage (Maybe SourceAlgorithmSpecification) Source #

Undocumented member.

modelPackage_modelPackageName :: Lens' ModelPackage (Maybe Text) Source #

The name of the model.

modelPackage_modelPackageArn :: Lens' ModelPackage (Maybe Text) Source #

The Amazon Resource Name (ARN) of the model package.

modelPackage_modelMetrics :: Lens' ModelPackage (Maybe ModelMetrics) Source #

Metrics for the model.

modelPackage_modelPackageDescription :: Lens' ModelPackage (Maybe Text) Source #

The description of the model package.

modelPackage_createdBy :: Lens' ModelPackage (Maybe UserContext) Source #

Undocumented member.

modelPackage_lastModifiedTime :: Lens' ModelPackage (Maybe UTCTime) Source #

The last time the model package was modified.

modelPackage_validationSpecification :: Lens' ModelPackage (Maybe ModelPackageValidationSpecification) Source #

Undocumented member.

modelPackage_inferenceSpecification :: Lens' ModelPackage (Maybe InferenceSpecification) Source #

Undocumented member.

modelPackage_approvalDescription :: Lens' ModelPackage (Maybe Text) Source #

A description provided when the model approval is set.

modelPackage_modelPackageVersion :: Lens' ModelPackage (Maybe Natural) Source #

The version number of a versioned model.

modelPackage_certifyForMarketplace :: Lens' ModelPackage (Maybe Bool) Source #

Whether the model package is to be certified to be listed on Amazon Web Services Marketplace. For information about listing model packages on Amazon Web Services Marketplace, see List Your Algorithm or Model Package on Amazon Web Services Marketplace.

modelPackage_modelPackageGroupName :: Lens' ModelPackage (Maybe Text) Source #

The model group to which the model belongs.

modelPackage_lastModifiedBy :: Lens' ModelPackage (Maybe UserContext) Source #

Undocumented member.

modelPackage_modelPackageStatusDetails :: Lens' ModelPackage (Maybe ModelPackageStatusDetails) Source #

Undocumented member.

modelPackage_tags :: Lens' ModelPackage (Maybe [Tag]) Source #

A list of the tags associated with the model package. For more information, see Tagging Amazon Web Services resources in the Amazon Web Services General Reference Guide.

modelPackage_modelPackageStatus :: Lens' ModelPackage (Maybe ModelPackageStatus) Source #

The status of the model package. This can be one of the following values.

PENDING - The model package is pending being created.
IN_PROGRESS - The model package is in the process of being created.
COMPLETED - The model package was successfully created.
FAILED - The model package failed.
DELETING - The model package is in the process of being deleted.