{-# LANGUAGE DeriveGeneric #-} {-# LANGUAGE DuplicateRecordFields #-} {-# LANGUAGE NamedFieldPuns #-} {-# LANGUAGE OverloadedStrings #-} {-# LANGUAGE RecordWildCards #-} {-# LANGUAGE StrictData #-} {-# LANGUAGE NoImplicitPrelude #-} {-# OPTIONS_GHC -fno-warn-unused-imports #-} {-# OPTIONS_GHC -fno-warn-unused-matches #-} -- Derived from AWS service descriptions, licensed under Apache 2.0. -- | -- Module : Amazonka.SageMaker.Types.ModelPackage -- Copyright : (c) 2013-2023 Brendan Hay -- License : Mozilla Public License, v. 2.0. -- Maintainer : Brendan Hay -- Stability : auto-generated -- Portability : non-portable (GHC extensions) module Amazonka.SageMaker.Types.ModelPackage where import qualified Amazonka.Core as Core import qualified Amazonka.Core.Lens.Internal as Lens import qualified Amazonka.Data as Data import qualified Amazonka.Prelude as Prelude import Amazonka.SageMaker.Types.AdditionalInferenceSpecificationDefinition import Amazonka.SageMaker.Types.DriftCheckBaselines import Amazonka.SageMaker.Types.InferenceSpecification import Amazonka.SageMaker.Types.MetadataProperties import Amazonka.SageMaker.Types.ModelApprovalStatus import Amazonka.SageMaker.Types.ModelMetrics import Amazonka.SageMaker.Types.ModelPackageStatus import Amazonka.SageMaker.Types.ModelPackageStatusDetails import Amazonka.SageMaker.Types.ModelPackageValidationSpecification import Amazonka.SageMaker.Types.SourceAlgorithmSpecification import Amazonka.SageMaker.Types.Tag import Amazonka.SageMaker.Types.UserContext -- | A versioned model that can be deployed for SageMaker inference. -- -- /See:/ 'newModelPackage' smart constructor. data ModelPackage = ModelPackage' { -- | An array of additional Inference Specification objects. additionalInferenceSpecifications :: Prelude.Maybe (Prelude.NonEmpty AdditionalInferenceSpecificationDefinition), -- | A description provided when the model approval is set. approvalDescription :: Prelude.Maybe Prelude.Text, -- | 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 -- . certifyForMarketplace :: Prelude.Maybe Prelude.Bool, -- | Information about the user who created or modified an experiment, trial, -- trial component, lineage group, or project. createdBy :: Prelude.Maybe UserContext, -- | The time that the model package was created. creationTime :: Prelude.Maybe Data.POSIX, -- | The metadata properties for the model package. customerMetadataProperties :: Prelude.Maybe (Prelude.HashMap Prelude.Text Prelude.Text), -- | The machine learning domain of your model package and its components. -- Common machine learning domains include computer vision and natural -- language processing. domain :: Prelude.Maybe Prelude.Text, -- | Represents the drift check baselines that can be used when the model -- monitor is set using the model package. driftCheckBaselines :: Prelude.Maybe DriftCheckBaselines, -- | Defines how to perform inference generation after a training job is run. inferenceSpecification :: Prelude.Maybe InferenceSpecification, -- | Information about the user who created or modified an experiment, trial, -- trial component, lineage group, or project. lastModifiedBy :: Prelude.Maybe UserContext, -- | The last time the model package was modified. lastModifiedTime :: Prelude.Maybe Data.POSIX, -- | Metadata properties of the tracking entity, trial, or trial component. metadataProperties :: Prelude.Maybe MetadataProperties, -- | 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. modelApprovalStatus :: Prelude.Maybe ModelApprovalStatus, -- | Metrics for the model. modelMetrics :: Prelude.Maybe ModelMetrics, -- | The Amazon Resource Name (ARN) of the model package. modelPackageArn :: Prelude.Maybe Prelude.Text, -- | The description of the model package. modelPackageDescription :: Prelude.Maybe Prelude.Text, -- | The model group to which the model belongs. modelPackageGroupName :: Prelude.Maybe Prelude.Text, -- | The name of the model. modelPackageName :: Prelude.Maybe Prelude.Text, -- | 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. modelPackageStatus :: Prelude.Maybe ModelPackageStatus, -- | Specifies the validation and image scan statuses of the model package. modelPackageStatusDetails :: Prelude.Maybe ModelPackageStatusDetails, -- | The version number of a versioned model. modelPackageVersion :: Prelude.Maybe Prelude.Natural, -- | The Amazon Simple Storage Service path where the sample payload are -- stored. This path must point to a single gzip compressed tar archive -- (.tar.gz suffix). samplePayloadUrl :: Prelude.Maybe Prelude.Text, -- | A list of algorithms that were used to create a model package. sourceAlgorithmSpecification :: Prelude.Maybe SourceAlgorithmSpecification, -- | A list of the tags associated with the model package. For more -- information, see -- -- in the /Amazon Web Services General Reference Guide/. tags :: Prelude.Maybe [Tag], -- | The machine learning task your model package accomplishes. Common -- machine learning tasks include object detection and image -- classification. task :: Prelude.Maybe Prelude.Text, -- | Specifies batch transform jobs that SageMaker runs to validate your -- model package. validationSpecification :: Prelude.Maybe ModelPackageValidationSpecification } deriving (Prelude.Eq, Prelude.Read, Prelude.Show, Prelude.Generic) -- | -- Create a value of 'ModelPackage' with all optional fields omitted. -- -- Use or to modify other optional fields. -- -- The following record fields are available, with the corresponding lenses provided -- for backwards compatibility: -- -- 'additionalInferenceSpecifications', 'modelPackage_additionalInferenceSpecifications' - An array of additional Inference Specification objects. -- -- 'approvalDescription', 'modelPackage_approvalDescription' - A description provided when the model approval is set. -- -- 'certifyForMarketplace', '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 -- . -- -- 'createdBy', 'modelPackage_createdBy' - Information about the user who created or modified an experiment, trial, -- trial component, lineage group, or project. -- -- 'creationTime', 'modelPackage_creationTime' - The time that the model package was created. -- -- 'customerMetadataProperties', 'modelPackage_customerMetadataProperties' - The metadata properties for the model package. -- -- 'domain', 'modelPackage_domain' - The machine learning domain of your model package and its components. -- Common machine learning domains include computer vision and natural -- language processing. -- -- 'driftCheckBaselines', 'modelPackage_driftCheckBaselines' - Represents the drift check baselines that can be used when the model -- monitor is set using the model package. -- -- 'inferenceSpecification', 'modelPackage_inferenceSpecification' - Defines how to perform inference generation after a training job is run. -- -- 'lastModifiedBy', 'modelPackage_lastModifiedBy' - Information about the user who created or modified an experiment, trial, -- trial component, lineage group, or project. -- -- 'lastModifiedTime', 'modelPackage_lastModifiedTime' - The last time the model package was modified. -- -- 'metadataProperties', 'modelPackage_metadataProperties' - Metadata properties of the tracking entity, trial, or trial component. -- -- 'modelApprovalStatus', '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. -- -- 'modelMetrics', 'modelPackage_modelMetrics' - Metrics for the model. -- -- 'modelPackageArn', 'modelPackage_modelPackageArn' - The Amazon Resource Name (ARN) of the model package. -- -- 'modelPackageDescription', 'modelPackage_modelPackageDescription' - The description of the model package. -- -- 'modelPackageGroupName', 'modelPackage_modelPackageGroupName' - The model group to which the model belongs. -- -- 'modelPackageName', 'modelPackage_modelPackageName' - The name of the model. -- -- 'modelPackageStatus', '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. -- -- 'modelPackageStatusDetails', 'modelPackage_modelPackageStatusDetails' - Specifies the validation and image scan statuses of the model package. -- -- 'modelPackageVersion', 'modelPackage_modelPackageVersion' - The version number of a versioned model. -- -- 'samplePayloadUrl', 'modelPackage_samplePayloadUrl' - The Amazon Simple Storage Service path where the sample payload are -- stored. This path must point to a single gzip compressed tar archive -- (.tar.gz suffix). -- -- 'sourceAlgorithmSpecification', 'modelPackage_sourceAlgorithmSpecification' - A list of algorithms that were used to create a model package. -- -- 'tags', 'modelPackage_tags' - A list of the tags associated with the model package. For more -- information, see -- -- in the /Amazon Web Services General Reference Guide/. -- -- 'task', 'modelPackage_task' - The machine learning task your model package accomplishes. Common -- machine learning tasks include object detection and image -- classification. -- -- 'validationSpecification', 'modelPackage_validationSpecification' - Specifies batch transform jobs that SageMaker runs to validate your -- model package. newModelPackage :: ModelPackage newModelPackage = ModelPackage' { additionalInferenceSpecifications = Prelude.Nothing, approvalDescription = Prelude.Nothing, certifyForMarketplace = Prelude.Nothing, createdBy = Prelude.Nothing, creationTime = Prelude.Nothing, customerMetadataProperties = Prelude.Nothing, domain = Prelude.Nothing, driftCheckBaselines = Prelude.Nothing, inferenceSpecification = Prelude.Nothing, lastModifiedBy = Prelude.Nothing, lastModifiedTime = Prelude.Nothing, metadataProperties = Prelude.Nothing, modelApprovalStatus = Prelude.Nothing, modelMetrics = Prelude.Nothing, modelPackageArn = Prelude.Nothing, modelPackageDescription = Prelude.Nothing, modelPackageGroupName = Prelude.Nothing, modelPackageName = Prelude.Nothing, modelPackageStatus = Prelude.Nothing, modelPackageStatusDetails = Prelude.Nothing, modelPackageVersion = Prelude.Nothing, samplePayloadUrl = Prelude.Nothing, sourceAlgorithmSpecification = Prelude.Nothing, tags = Prelude.Nothing, task = Prelude.Nothing, validationSpecification = Prelude.Nothing } -- | An array of additional Inference Specification objects. modelPackage_additionalInferenceSpecifications :: Lens.Lens' ModelPackage (Prelude.Maybe (Prelude.NonEmpty AdditionalInferenceSpecificationDefinition)) modelPackage_additionalInferenceSpecifications = Lens.lens (\ModelPackage' {additionalInferenceSpecifications} -> additionalInferenceSpecifications) (\s@ModelPackage' {} a -> s {additionalInferenceSpecifications = a} :: ModelPackage) Prelude.. Lens.mapping Lens.coerced -- | A description provided when the model approval is set. modelPackage_approvalDescription :: Lens.Lens' ModelPackage (Prelude.Maybe Prelude.Text) modelPackage_approvalDescription = Lens.lens (\ModelPackage' {approvalDescription} -> approvalDescription) (\s@ModelPackage' {} a -> s {approvalDescription = a} :: ModelPackage) -- | 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 -- . modelPackage_certifyForMarketplace :: Lens.Lens' ModelPackage (Prelude.Maybe Prelude.Bool) modelPackage_certifyForMarketplace = Lens.lens (\ModelPackage' {certifyForMarketplace} -> certifyForMarketplace) (\s@ModelPackage' {} a -> s {certifyForMarketplace = a} :: ModelPackage) -- | Information about the user who created or modified an experiment, trial, -- trial component, lineage group, or project. modelPackage_createdBy :: Lens.Lens' ModelPackage (Prelude.Maybe UserContext) modelPackage_createdBy = Lens.lens (\ModelPackage' {createdBy} -> createdBy) (\s@ModelPackage' {} a -> s {createdBy = a} :: ModelPackage) -- | The time that the model package was created. modelPackage_creationTime :: Lens.Lens' ModelPackage (Prelude.Maybe Prelude.UTCTime) modelPackage_creationTime = Lens.lens (\ModelPackage' {creationTime} -> creationTime) (\s@ModelPackage' {} a -> s {creationTime = a} :: ModelPackage) Prelude.. Lens.mapping Data._Time -- | The metadata properties for the model package. modelPackage_customerMetadataProperties :: Lens.Lens' ModelPackage (Prelude.Maybe (Prelude.HashMap Prelude.Text Prelude.Text)) modelPackage_customerMetadataProperties = Lens.lens (\ModelPackage' {customerMetadataProperties} -> customerMetadataProperties) (\s@ModelPackage' {} a -> s {customerMetadataProperties = a} :: ModelPackage) Prelude.. Lens.mapping Lens.coerced -- | The machine learning domain of your model package and its components. -- Common machine learning domains include computer vision and natural -- language processing. modelPackage_domain :: Lens.Lens' ModelPackage (Prelude.Maybe Prelude.Text) modelPackage_domain = Lens.lens (\ModelPackage' {domain} -> domain) (\s@ModelPackage' {} a -> s {domain = a} :: ModelPackage) -- | Represents the drift check baselines that can be used when the model -- monitor is set using the model package. modelPackage_driftCheckBaselines :: Lens.Lens' ModelPackage (Prelude.Maybe DriftCheckBaselines) modelPackage_driftCheckBaselines = Lens.lens (\ModelPackage' {driftCheckBaselines} -> driftCheckBaselines) (\s@ModelPackage' {} a -> s {driftCheckBaselines = a} :: ModelPackage) -- | Defines how to perform inference generation after a training job is run. modelPackage_inferenceSpecification :: Lens.Lens' ModelPackage (Prelude.Maybe InferenceSpecification) modelPackage_inferenceSpecification = Lens.lens (\ModelPackage' {inferenceSpecification} -> inferenceSpecification) (\s@ModelPackage' {} a -> s {inferenceSpecification = a} :: ModelPackage) -- | Information about the user who created or modified an experiment, trial, -- trial component, lineage group, or project. modelPackage_lastModifiedBy :: Lens.Lens' ModelPackage (Prelude.Maybe UserContext) modelPackage_lastModifiedBy = Lens.lens (\ModelPackage' {lastModifiedBy} -> lastModifiedBy) (\s@ModelPackage' {} a -> s {lastModifiedBy = a} :: ModelPackage) -- | The last time the model package was modified. modelPackage_lastModifiedTime :: Lens.Lens' ModelPackage (Prelude.Maybe Prelude.UTCTime) modelPackage_lastModifiedTime = Lens.lens (\ModelPackage' {lastModifiedTime} -> lastModifiedTime) (\s@ModelPackage' {} a -> s {lastModifiedTime = a} :: ModelPackage) Prelude.. Lens.mapping Data._Time -- | Metadata properties of the tracking entity, trial, or trial component. modelPackage_metadataProperties :: Lens.Lens' ModelPackage (Prelude.Maybe MetadataProperties) modelPackage_metadataProperties = Lens.lens (\ModelPackage' {metadataProperties} -> metadataProperties) (\s@ModelPackage' {} a -> s {metadataProperties = a} :: ModelPackage) -- | 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_modelApprovalStatus :: Lens.Lens' ModelPackage (Prelude.Maybe ModelApprovalStatus) modelPackage_modelApprovalStatus = Lens.lens (\ModelPackage' {modelApprovalStatus} -> modelApprovalStatus) (\s@ModelPackage' {} a -> s {modelApprovalStatus = a} :: ModelPackage) -- | Metrics for the model. modelPackage_modelMetrics :: Lens.Lens' ModelPackage (Prelude.Maybe ModelMetrics) modelPackage_modelMetrics = Lens.lens (\ModelPackage' {modelMetrics} -> modelMetrics) (\s@ModelPackage' {} a -> s {modelMetrics = a} :: ModelPackage) -- | The Amazon Resource Name (ARN) of the model package. modelPackage_modelPackageArn :: Lens.Lens' ModelPackage (Prelude.Maybe Prelude.Text) modelPackage_modelPackageArn = Lens.lens (\ModelPackage' {modelPackageArn} -> modelPackageArn) (\s@ModelPackage' {} a -> s {modelPackageArn = a} :: ModelPackage) -- | The description of the model package. modelPackage_modelPackageDescription :: Lens.Lens' ModelPackage (Prelude.Maybe Prelude.Text) modelPackage_modelPackageDescription = Lens.lens (\ModelPackage' {modelPackageDescription} -> modelPackageDescription) (\s@ModelPackage' {} a -> s {modelPackageDescription = a} :: ModelPackage) -- | The model group to which the model belongs. modelPackage_modelPackageGroupName :: Lens.Lens' ModelPackage (Prelude.Maybe Prelude.Text) modelPackage_modelPackageGroupName = Lens.lens (\ModelPackage' {modelPackageGroupName} -> modelPackageGroupName) (\s@ModelPackage' {} a -> s {modelPackageGroupName = a} :: ModelPackage) -- | The name of the model. modelPackage_modelPackageName :: Lens.Lens' ModelPackage (Prelude.Maybe Prelude.Text) modelPackage_modelPackageName = Lens.lens (\ModelPackage' {modelPackageName} -> modelPackageName) (\s@ModelPackage' {} a -> s {modelPackageName = a} :: ModelPackage) -- | 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_modelPackageStatus :: Lens.Lens' ModelPackage (Prelude.Maybe ModelPackageStatus) modelPackage_modelPackageStatus = Lens.lens (\ModelPackage' {modelPackageStatus} -> modelPackageStatus) (\s@ModelPackage' {} a -> s {modelPackageStatus = a} :: ModelPackage) -- | Specifies the validation and image scan statuses of the model package. modelPackage_modelPackageStatusDetails :: Lens.Lens' ModelPackage (Prelude.Maybe ModelPackageStatusDetails) modelPackage_modelPackageStatusDetails = Lens.lens (\ModelPackage' {modelPackageStatusDetails} -> modelPackageStatusDetails) (\s@ModelPackage' {} a -> s {modelPackageStatusDetails = a} :: ModelPackage) -- | The version number of a versioned model. modelPackage_modelPackageVersion :: Lens.Lens' ModelPackage (Prelude.Maybe Prelude.Natural) modelPackage_modelPackageVersion = Lens.lens (\ModelPackage' {modelPackageVersion} -> modelPackageVersion) (\s@ModelPackage' {} a -> s {modelPackageVersion = a} :: ModelPackage) -- | The Amazon Simple Storage Service path where the sample payload are -- stored. This path must point to a single gzip compressed tar archive -- (.tar.gz suffix). modelPackage_samplePayloadUrl :: Lens.Lens' ModelPackage (Prelude.Maybe Prelude.Text) modelPackage_samplePayloadUrl = Lens.lens (\ModelPackage' {samplePayloadUrl} -> samplePayloadUrl) (\s@ModelPackage' {} a -> s {samplePayloadUrl = a} :: ModelPackage) -- | A list of algorithms that were used to create a model package. modelPackage_sourceAlgorithmSpecification :: Lens.Lens' ModelPackage (Prelude.Maybe SourceAlgorithmSpecification) modelPackage_sourceAlgorithmSpecification = Lens.lens (\ModelPackage' {sourceAlgorithmSpecification} -> sourceAlgorithmSpecification) (\s@ModelPackage' {} a -> s {sourceAlgorithmSpecification = a} :: ModelPackage) -- | A list of the tags associated with the model package. For more -- information, see -- -- in the /Amazon Web Services General Reference Guide/. modelPackage_tags :: Lens.Lens' ModelPackage (Prelude.Maybe [Tag]) modelPackage_tags = Lens.lens (\ModelPackage' {tags} -> tags) (\s@ModelPackage' {} a -> s {tags = a} :: ModelPackage) Prelude.. Lens.mapping Lens.coerced -- | The machine learning task your model package accomplishes. Common -- machine learning tasks include object detection and image -- classification. modelPackage_task :: Lens.Lens' ModelPackage (Prelude.Maybe Prelude.Text) modelPackage_task = Lens.lens (\ModelPackage' {task} -> task) (\s@ModelPackage' {} a -> s {task = a} :: ModelPackage) -- | Specifies batch transform jobs that SageMaker runs to validate your -- model package. modelPackage_validationSpecification :: Lens.Lens' ModelPackage (Prelude.Maybe ModelPackageValidationSpecification) modelPackage_validationSpecification = Lens.lens (\ModelPackage' {validationSpecification} -> validationSpecification) (\s@ModelPackage' {} a -> s {validationSpecification = a} :: ModelPackage) instance Data.FromJSON ModelPackage where parseJSON = Data.withObject "ModelPackage" ( \x -> ModelPackage' Prelude.<$> (x Data..:? "AdditionalInferenceSpecifications") Prelude.<*> (x Data..:? "ApprovalDescription") Prelude.<*> (x Data..:? "CertifyForMarketplace") Prelude.<*> (x Data..:? "CreatedBy") Prelude.<*> (x Data..:? "CreationTime") Prelude.<*> ( x Data..:? "CustomerMetadataProperties" Data..!= Prelude.mempty ) Prelude.<*> (x Data..:? "Domain") Prelude.<*> (x Data..:? "DriftCheckBaselines") Prelude.<*> (x Data..:? "InferenceSpecification") Prelude.<*> (x Data..:? "LastModifiedBy") Prelude.<*> (x Data..:? "LastModifiedTime") Prelude.<*> (x Data..:? "MetadataProperties") Prelude.<*> (x Data..:? "ModelApprovalStatus") Prelude.<*> (x Data..:? "ModelMetrics") Prelude.<*> (x Data..:? "ModelPackageArn") Prelude.<*> (x Data..:? "ModelPackageDescription") Prelude.<*> (x Data..:? "ModelPackageGroupName") Prelude.<*> (x Data..:? "ModelPackageName") Prelude.<*> (x Data..:? "ModelPackageStatus") Prelude.<*> (x Data..:? "ModelPackageStatusDetails") Prelude.<*> (x Data..:? "ModelPackageVersion") Prelude.<*> (x Data..:? "SamplePayloadUrl") Prelude.<*> (x Data..:? "SourceAlgorithmSpecification") Prelude.<*> (x Data..:? "Tags" Data..!= Prelude.mempty) Prelude.<*> (x Data..:? "Task") Prelude.<*> (x Data..:? "ValidationSpecification") ) instance Prelude.Hashable ModelPackage where hashWithSalt _salt ModelPackage' {..} = _salt `Prelude.hashWithSalt` additionalInferenceSpecifications `Prelude.hashWithSalt` approvalDescription `Prelude.hashWithSalt` certifyForMarketplace `Prelude.hashWithSalt` createdBy `Prelude.hashWithSalt` creationTime `Prelude.hashWithSalt` customerMetadataProperties `Prelude.hashWithSalt` domain `Prelude.hashWithSalt` driftCheckBaselines `Prelude.hashWithSalt` inferenceSpecification `Prelude.hashWithSalt` lastModifiedBy `Prelude.hashWithSalt` lastModifiedTime `Prelude.hashWithSalt` metadataProperties `Prelude.hashWithSalt` modelApprovalStatus `Prelude.hashWithSalt` modelMetrics `Prelude.hashWithSalt` modelPackageArn `Prelude.hashWithSalt` modelPackageDescription `Prelude.hashWithSalt` modelPackageGroupName `Prelude.hashWithSalt` modelPackageName `Prelude.hashWithSalt` modelPackageStatus `Prelude.hashWithSalt` modelPackageStatusDetails `Prelude.hashWithSalt` modelPackageVersion `Prelude.hashWithSalt` samplePayloadUrl `Prelude.hashWithSalt` sourceAlgorithmSpecification `Prelude.hashWithSalt` tags `Prelude.hashWithSalt` task `Prelude.hashWithSalt` validationSpecification instance Prelude.NFData ModelPackage where rnf ModelPackage' {..} = Prelude.rnf additionalInferenceSpecifications `Prelude.seq` Prelude.rnf approvalDescription `Prelude.seq` Prelude.rnf certifyForMarketplace `Prelude.seq` Prelude.rnf createdBy `Prelude.seq` Prelude.rnf creationTime `Prelude.seq` Prelude.rnf customerMetadataProperties `Prelude.seq` Prelude.rnf domain `Prelude.seq` Prelude.rnf driftCheckBaselines `Prelude.seq` Prelude.rnf inferenceSpecification `Prelude.seq` Prelude.rnf lastModifiedBy `Prelude.seq` Prelude.rnf lastModifiedTime `Prelude.seq` Prelude.rnf metadataProperties `Prelude.seq` Prelude.rnf modelApprovalStatus `Prelude.seq` Prelude.rnf modelMetrics `Prelude.seq` Prelude.rnf modelPackageArn `Prelude.seq` Prelude.rnf modelPackageDescription `Prelude.seq` Prelude.rnf modelPackageGroupName `Prelude.seq` Prelude.rnf modelPackageName `Prelude.seq` Prelude.rnf modelPackageStatus `Prelude.seq` Prelude.rnf modelPackageStatusDetails `Prelude.seq` Prelude.rnf modelPackageVersion `Prelude.seq` Prelude.rnf samplePayloadUrl `Prelude.seq` Prelude.rnf sourceAlgorithmSpecification `Prelude.seq` Prelude.rnf tags `Prelude.seq` Prelude.rnf task `Prelude.seq` Prelude.rnf validationSpecification