{ 'ModelPackageName': 'string', 'ModelPackageGroupName': 'string', 'ModelPackageVersion': 123, 'ModelPackageArn': 'string', 'ModelPackageDescription': 'string', 'CreationTime': datetime(2015, 1, 1), 'InferenceSpecification': { 'Containers': [ { 'ContainerHostname': 'string', 'Image': 'string', 'ImageDigest': 'string', 'ModelDataUrl': 'string', 'ProductId': 'string', 'Environment': { 'string': 'string' }, 'ModelInput': { 'DataInputConfig': 'string' }, 'Framework': 'string', 'FrameworkVersion': 'string', 'NearestModelName': 'string' }, ], 'SupportedTransformInstanceTypes': [ 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], 'SupportedContentTypes': [ 'string', ], 'SupportedResponseMIMETypes': [ 'string', ] }, 'SourceAlgorithmSpecification': { 'SourceAlgorithms': [ { 'ModelDataUrl': 'string', 'AlgorithmName': 'string' }, ] }, 'ValidationSpecification': { 'ValidationRole': 'string', 'ValidationProfiles': [ { 'ProfileName': 'string', 'TransformJobDefinition': { 'MaxConcurrentTransforms': 123, 'MaxPayloadInMB': 123, 'BatchStrategy': 'MultiRecord'|'SingleRecord', 'Environment': { 'string': 'string' }, 'TransformInput': { 'DataSource': { 'S3DataSource': { 'S3DataType': 'ManifestFile'|'S3Prefix'|'AugmentedManifestFile', 'S3Uri': 'string' } }, 'ContentType': 'string', 'CompressionType': 'None'|'Gzip', 'SplitType': 'None'|'Line'|'RecordIO'|'TFRecord' }, 'TransformOutput': { 'S3OutputPath': 'string', 'Accept': 'string', 'AssembleWith': 'None'|'Line', 'KmsKeyId': 'string' }, 'TransformResources': { 'InstanceType': 'ml.m4.xlarge'|'ml.m4.2xlarge'|'ml.m4.4xlarge'|'ml.m4.10xlarge'|'ml.m4.16xlarge'|'ml.c4.xlarge'|'ml.c4.2xlarge'|'ml.c4.4xlarge'|'ml.c4.8xlarge'|'ml.p2.xlarge'|'ml.p2.8xlarge'|'ml.p2.16xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.18xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.12xlarge'|'ml.m5.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge', 'InstanceCount': 123, 'VolumeKmsKeyId': 'string' } } }, ] }, 'ModelPackageStatus': 'Pending'|'InProgress'|'Completed'|'Failed'|'Deleting', 'ModelPackageStatusDetails': { 'ValidationStatuses': [ { 'Name': 'string', 'Status': 'NotStarted'|'InProgress'|'Completed'|'Failed', 'FailureReason': 'string' }, ], 'ImageScanStatuses': [ { 'Name': 'string', 'Status': 'NotStarted'|'InProgress'|'Completed'|'Failed', 'FailureReason': 'string' }, ] }, 'CertifyForMarketplace': True|False, 'ModelApprovalStatus': 'Approved'|'Rejected'|'PendingManualApproval', 'CreatedBy': { 'UserProfileArn': 'string', 'UserProfileName': 'string', 'DomainId': 'string' }, 'MetadataProperties': { 'CommitId': 'string', 'Repository': 'string', 'GeneratedBy': 'string', 'ProjectId': 'string' }, 'ModelMetrics': { 'ModelQuality': { 'Statistics': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' }, 'Constraints': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' } }, 'ModelDataQuality': { 'Statistics': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' }, 'Constraints': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' } }, 'Bias': { 'Report': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' }, 'PreTrainingReport': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' }, 'PostTrainingReport': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' } }, 'Explainability': { 'Report': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' } } }, 'LastModifiedTime': datetime(2015, 1, 1), 'LastModifiedBy': { 'UserProfileArn': 'string', 'UserProfileName': 'string', 'DomainId': 'string' }, 'ApprovalDescription': 'string', 'CustomerMetadataProperties': { 'string': 'string' }, 'DriftCheckBaselines': { 'Bias': { 'ConfigFile': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' }, 'PreTrainingConstraints': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' }, 'PostTrainingConstraints': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' } }, 'Explainability': { 'Constraints': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' }, 'ConfigFile': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' } }, 'ModelQuality': { 'Statistics': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' }, 'Constraints': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' } }, 'ModelDataQuality': { 'Statistics': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' }, 'Constraints': { 'ContentType': 'string', 'ContentDigest': 'string', 'S3Uri': 'string' } } }, 'Domain': 'string', 'Task': 'string', 'SamplePayloadUrl': 'string', 'AdditionalInferenceSpecifications': [ { 'Name': 'string', 'Description': 'string', 'Containers': [ { 'ContainerHostname': 'string', 'Image': 'string', 'ImageDigest': 'string', 'ModelDataUrl': 'string', 'ProductId': 'string', 'Environment': { 'string': 'string' }, 'ModelInput': { 'DataInputConfig': 'string' }, 'Framework': 'string', 'FrameworkVersion': 'string', 'NearestModelName': 'string' }, ], 'SupportedTransformInstanceTypes': [ 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], 'SupportedContentTypes': [ 'string', ], 'SupportedResponseMIMETypes': [ 'string', ] }, ]} 
