Returns a description of the specified model package, which is used to create Amazon SageMaker models or list them on AWS Marketplace
Returns a description of the specified model package, which is used to create Amazon SageMaker models or list them on AWS Marketplace.
To create models in Amazon SageMaker, buyers can subscribe to model packages listed on AWS Marketplace.
sagemaker_describe_model_package(ModelPackageName)
ModelPackageName |
[required] The name of the model package to describe. |
A list with the following syntax:
list( ModelPackageName = "string", ModelPackageGroupName = "string", ModelPackageVersion = 123, ModelPackageArn = "string", ModelPackageDescription = "string", CreationTime = as.POSIXct( "2015-01-01" ), InferenceSpecification = list( Containers = list( list( ContainerHostname = "string", Image = "string", ImageDigest = "string", ModelDataUrl = "string", ProductId = "string" ) ), SupportedTransformInstanceTypes = list( "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" ), SupportedRealtimeInferenceInstanceTypes = list( "ml.t2.medium"|"ml.t2.large"|"ml.t2.xlarge"|"ml.t2.2xlarge"|"ml.m4.xlarge"|"ml.m4.2xlarge"|"ml.m4.4xlarge"|"ml.m4.10xlarge"|"ml.m4.16xlarge"|"ml.m5.large"|"ml.m5.xlarge"|"ml.m5.2xlarge"|"ml.m5.4xlarge"|"ml.m5.12xlarge"|"ml.m5.24xlarge"|"ml.m5d.large"|"ml.m5d.xlarge"|"ml.m5d.2xlarge"|"ml.m5d.4xlarge"|"ml.m5d.12xlarge"|"ml.m5d.24xlarge"|"ml.c4.large"|"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.large"|"ml.c5.xlarge"|"ml.c5.2xlarge"|"ml.c5.4xlarge"|"ml.c5.9xlarge"|"ml.c5.18xlarge"|"ml.c5d.large"|"ml.c5d.xlarge"|"ml.c5d.2xlarge"|"ml.c5d.4xlarge"|"ml.c5d.9xlarge"|"ml.c5d.18xlarge"|"ml.g4dn.xlarge"|"ml.g4dn.2xlarge"|"ml.g4dn.4xlarge"|"ml.g4dn.8xlarge"|"ml.g4dn.12xlarge"|"ml.g4dn.16xlarge"|"ml.r5.large"|"ml.r5.xlarge"|"ml.r5.2xlarge"|"ml.r5.4xlarge"|"ml.r5.12xlarge"|"ml.r5.24xlarge"|"ml.r5d.large"|"ml.r5d.xlarge"|"ml.r5d.2xlarge"|"ml.r5d.4xlarge"|"ml.r5d.12xlarge"|"ml.r5d.24xlarge"|"ml.inf1.xlarge"|"ml.inf1.2xlarge"|"ml.inf1.6xlarge"|"ml.inf1.24xlarge" ), SupportedContentTypes = list( "string" ), SupportedResponseMIMETypes = list( "string" ) ), SourceAlgorithmSpecification = list( SourceAlgorithms = list( list( ModelDataUrl = "string", AlgorithmName = "string" ) ) ), ValidationSpecification = list( ValidationRole = "string", ValidationProfiles = list( list( ProfileName = "string", TransformJobDefinition = list( MaxConcurrentTransforms = 123, MaxPayloadInMB = 123, BatchStrategy = "MultiRecord"|"SingleRecord", Environment = list( "string" ), TransformInput = list( DataSource = list( S3DataSource = list( S3DataType = "ManifestFile"|"S3Prefix"|"AugmentedManifestFile", S3Uri = "string" ) ), ContentType = "string", CompressionType = "None"|"Gzip", SplitType = "None"|"Line"|"RecordIO"|"TFRecord" ), TransformOutput = list( S3OutputPath = "string", Accept = "string", AssembleWith = "None"|"Line", KmsKeyId = "string" ), TransformResources = list( 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", InstanceCount = 123, VolumeKmsKeyId = "string" ) ) ) ) ), ModelPackageStatus = "Pending"|"InProgress"|"Completed"|"Failed"|"Deleting", ModelPackageStatusDetails = list( ValidationStatuses = list( list( Name = "string", Status = "NotStarted"|"InProgress"|"Completed"|"Failed", FailureReason = "string" ) ), ImageScanStatuses = list( list( Name = "string", Status = "NotStarted"|"InProgress"|"Completed"|"Failed", FailureReason = "string" ) ) ), CertifyForMarketplace = TRUE|FALSE, ModelApprovalStatus = "Approved"|"Rejected"|"PendingManualApproval", CreatedBy = list( UserProfileArn = "string", UserProfileName = "string", DomainId = "string" ), MetadataProperties = list( CommitId = "string", Repository = "string", GeneratedBy = "string", ProjectId = "string" ), ModelMetrics = list( ModelQuality = list( Statistics = list( ContentType = "string", ContentDigest = "string", S3Uri = "string" ), Constraints = list( ContentType = "string", ContentDigest = "string", S3Uri = "string" ) ), ModelDataQuality = list( Statistics = list( ContentType = "string", ContentDigest = "string", S3Uri = "string" ), Constraints = list( ContentType = "string", ContentDigest = "string", S3Uri = "string" ) ), Bias = list( Report = list( ContentType = "string", ContentDigest = "string", S3Uri = "string" ) ), Explainability = list( Report = list( ContentType = "string", ContentDigest = "string", S3Uri = "string" ) ) ), LastModifiedTime = as.POSIXct( "2015-01-01" ), LastModifiedBy = list( UserProfileArn = "string", UserProfileName = "string", DomainId = "string" ), ApprovalDescription = "string" )
svc$describe_model_package( ModelPackageName = "string" )
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