Values_1.DescribeModelPackageOutputSourceReturns a description of the specified model package, which is used to create SageMaker models or list them on Amazon Web Services Marketplace. If you provided a KMS Key ID when you created your model package, you will see the KMS Decrypt API call in your CloudTrail logs when you use this API. To create models in SageMaker, buyers can subscribe to model packages listed on Amazon Web Services Marketplace.
type nonrec t = {modelPackageName : Values_0.EntityName.t option;The name of the model package being described.
*)modelPackageGroupName : Values_0.EntityName.t option;If the model is a versioned model, the name of the model group that the versioned model belongs to.
*)modelPackageVersion : Values_0.ModelPackageVersion.t option;The version of the model package.
*)modelPackageRegistrationType : Values_0.ModelPackageRegistrationType.t option;The package registration type of the model package output.
*)modelPackageArn : Values_0.ModelPackageArn.t option;The Amazon Resource Name (ARN) of the model package.
*)modelPackageDescription : Values_0.EntityDescription.t option;A brief summary of the model package.
*)creationTime : Values_0.CreationTime.t option;A timestamp specifying when the model package was created.
*)inferenceSpecification : Values_0.InferenceSpecification.t option;Details about inference jobs that you can run with models based on this model package.
*)sourceAlgorithmSpecification : SourceAlgorithmSpecification.t option;Details about the algorithm that was used to create the model package.
*)validationSpecification : ModelPackageValidationSpecification.t option;Configurations for one or more transform jobs that SageMaker runs to test the model package.
*)modelPackageStatus : Values_0.ModelPackageStatus.t option;The current status of the model package.
*)modelPackageStatusDetails : ModelPackageStatusDetails.t option;Details about the current status of the model package.
*)certifyForMarketplace : Values_0.CertifyForMarketplace.t option;Whether the model package is certified for listing on Amazon Web Services Marketplace.
*)modelApprovalStatus : Values_0.ModelApprovalStatus.t option;The approval status of the model package.
*)createdBy : Values_0.UserContext.t option;metadataProperties : Values_0.MetadataProperties.t option;modelMetrics : ModelMetrics.t option;Metrics for the model.
*)lastModifiedTime : Values_0.Timestamp.t option;The last time that the model package was modified.
*)lastModifiedBy : Values_0.UserContext.t option;approvalDescription : Values_0.ApprovalDescription.t option;A description provided for the model approval.
*)domain : Values_0.String_.t option;The machine learning domain of the model package you specified. Common machine learning domains include computer vision and natural language processing.
*)task : Values_0.String_.t option;The machine learning task you specified that your model package accomplishes. Common machine learning tasks include object detection and image classification.
*)samplePayloadUrl : Values_0.String_.t option;The Amazon Simple Storage Service (Amazon S3) path where the sample payload are stored. This path points to a single gzip compressed tar archive (.tar.gz suffix).
*)customerMetadataProperties : CustomerMetadataMap.t option;The metadata properties associated with the model package versions.
*)driftCheckBaselines : DriftCheckBaselines.t option;Represents the drift check baselines that can be used when the model monitor is set using the model package. For more information, see the topic on Drift Detection against Previous Baselines in SageMaker Pipelines in the Amazon SageMaker Developer Guide.
*)additionalInferenceSpecifications : Values_0.AdditionalInferenceSpecifications.t
option;An array of additional Inference Specification objects. Each additional Inference Specification specifies artifacts based on this model package that can be used on inference endpoints. Generally used with SageMaker Neo to store the compiled artifacts.
*)skipModelValidation : SkipModelValidation.t option;Indicates if you want to skip model validation.
*)sourceUri : ModelPackageSourceUri.t option;The URI of the source for the model package.
*)securityConfig : ModelPackageSecurityConfig.t option;The KMS Key ID (KMSKeyId) used for encryption of model package information.
*)modelCard : ModelPackageModelCard.t option;The model card associated with the model package. Since ModelPackageModelCard is tied to a model package, it is a specific usage of a model card and its schema is simplified compared to the schema of ModelCard. The ModelPackageModelCard schema does not include model_package_details, and model_overview is composed of the model_creator and model_artifact properties. For more information about the model package model card schema, see Model package model card schema. For more information about the model card associated with the model package, see View the Details of a Model Version.
*)modelLifeCycle : ModelLifeCycle.t option;A structure describing the current state of the model in its life cycle.
*)managedStorageType : ManagedStorageType.t option;The storage type of the model package.
*)}val make :
?modelPackageName:??? ->
?modelPackageGroupName:??? ->
?modelPackageVersion:??? ->
?modelPackageRegistrationType:??? ->
?modelPackageArn:??? ->
?modelPackageDescription:??? ->
?creationTime:??? ->
?inferenceSpecification:??? ->
?sourceAlgorithmSpecification:??? ->
?validationSpecification:??? ->
?modelPackageStatus:??? ->
?modelPackageStatusDetails:??? ->
?certifyForMarketplace:??? ->
?modelApprovalStatus:??? ->
?createdBy:??? ->
?metadataProperties:??? ->
?modelMetrics:??? ->
?lastModifiedTime:??? ->
?lastModifiedBy:??? ->
?approvalDescription:??? ->
?domain:??? ->
?task:??? ->
?samplePayloadUrl:??? ->
?customerMetadataProperties:??? ->
?driftCheckBaselines:??? ->
?additionalInferenceSpecifications:??? ->
?skipModelValidation:??? ->
?sourceUri:??? ->
?securityConfig:??? ->
?modelCard:??? ->
?modelLifeCycle:??? ->
?managedStorageType:??? ->
unit ->
tval error_of_json :
'a ->
Yojson.Safe.t ->
[> `Unknown_operation_error of 'a * string option ]val to_value :
t ->
[> `Structure of
(string
* [> `Boolean of Values_0.CertifyForMarketplace.t
| `Enum of string
| `Integer of Values_0.ModelPackageVersion.t
| `List of
[> `Structure of
(string
* [> `List of
[> `Enum of string
| `String of string
| `Structure of
(string
* [> `Boolean of bool
| `List of
[> `Structure of
(string
* [> `String of string
| `Structure of
(string
* [> `Enum of string
| `String of string
| `Structure of
(string
* [> `Boolean of bool
| `String of string ])
list ])
list ])
list ]
list
| `Map of
([> `String of string ]
* [> `String of string ])
list
| `String of string
| `Structure of
(string
* [> `Enum of string
| `String of string
| `Structure of
(string
* [> `Enum of string
| `String of string
| `Structure of
(string
* [> `Boolean of bool
| `String of string ])
list ])
list ])
list ])
list ]
list
| `String of string ])
list ]
list
| `Map of
([> `String of CustomerMetadataKey.t ]
* [> `String of CustomerMetadataValue.t ])
list
| `String of Values_0.EntityName.t
| `Structure of
(string
* [> `Enum of string
| `List of
[> `Enum of string
| `String of string
| `Structure of
(string
* [> `Boolean of bool
| `Enum of string
| `List of
[> `Structure of
(string
* [> `String of string
| `Structure of
(string
* [> `Enum of string
| `String of string
| `Structure of
(string
* [> `Boolean of bool
| `String of string ])
list ])
list ])
list ]
list
| `Map of
([> `String of string ] * [> `String of string ]) list
| `String of string
| `Structure of
(string
* [> `Enum of string
| `Integer of int
| `Map of
([> `String of string ] * [> `String of string ])
list
| `String of string
| `Structure of
(string
* [> `Enum of string
| `Integer of int
| `String of string
| `Structure of
(string
* [> `Boolean of bool
| `String of string
| `Structure of
(string
* [> `Enum of string
| `String of string ])
list ])
list ])
list ])
list ])
list ]
list
| `String of Values_0.RoleArn.t
| `Structure of
(string
* [> `String of string
| `Structure of (string * [> `String of string ]) list ])
list ])
list
| `Timestamp of Values_0.CreationTime.t ])
list ]