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sagemaker_describe_model_package

Returns a description of the specified model package, which is used to create Amazon SageMaker models or list them on AWS Marketplace


Description

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.

Usage

sagemaker_describe_model_package(ModelPackageName)

Arguments

ModelPackageName

[required] The name of the model package to describe.

Value

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"
)

Request syntax

svc$describe_model_package(
  ModelPackageName = "string"
)

paws.machine.learning

Amazon Web Services Machine Learning Services

v0.1.11
Apache License (>= 2.0)
Authors
David Kretch [aut, cre], Adam Banker [aut], Amazon.com, Inc. [cph]
Initial release

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