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// Code generated by smithy-go-codegen DO NOT EDIT.
package sagemaker
import (
"context"
"fmt"
awsmiddleware "github.com/aws/aws-sdk-go-v2/aws/middleware"
"github.com/aws/aws-sdk-go-v2/service/sagemaker/types"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
"time"
)
// Returns 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.
//
// [KMS Decrypt]: https://docs.aws.amazon.com/kms/latest/APIReference/API_Decrypt.html
func (c *Client) DescribeModelPackage(ctx context.Context, params *DescribeModelPackageInput, optFns ...func(*Options)) (*DescribeModelPackageOutput, error) {
if params == nil {
params = &DescribeModelPackageInput{}
}
result, metadata, err := c.invokeOperation(ctx, "DescribeModelPackage", params, optFns, c.addOperationDescribeModelPackageMiddlewares)
if err != nil {
return nil, err
}
out := result.(*DescribeModelPackageOutput)
out.ResultMetadata = metadata
return out, nil
}
type DescribeModelPackageInput struct {
// The name or Amazon Resource Name (ARN) of the model package to describe.
//
// When you specify a name, the name must have 1 to 63 characters. Valid
// characters are a-z, A-Z, 0-9, and - (hyphen).
//
// This member is required.
ModelPackageName *string
noSmithyDocumentSerde
}
type DescribeModelPackageOutput struct {
// A timestamp specifying when the model package was created.
//
// This member is required.
CreationTime *time.Time
// The Amazon Resource Name (ARN) of the model package.
//
// This member is required.
ModelPackageArn *string
// The name of the model package being described.
//
// This member is required.
ModelPackageName *string
// The current status of the model package.
//
// This member is required.
ModelPackageStatus types.ModelPackageStatus
// Details about the current status of the model package.
//
// This member is required.
ModelPackageStatusDetails *types.ModelPackageStatusDetails
// 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.
AdditionalInferenceSpecifications []types.AdditionalInferenceSpecificationDefinition
// A description provided for the model approval.
ApprovalDescription *string
// Whether the model package is certified for listing on Amazon Web Services
// Marketplace.
CertifyForMarketplace *bool
// Information about the user who created or modified an experiment, trial, trial
// component, lineage group, project, or model card.
CreatedBy *types.UserContext
// The metadata properties associated with the model package versions.
CustomerMetadataProperties map[string]string
// The machine learning domain of the model package you specified. Common machine
// learning domains include computer vision and natural language processing.
Domain *string
// 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.
//
// [Drift Detection against Previous Baselines in SageMaker Pipelines]: https://docs.aws.amazon.com/sagemaker/latest/dg/pipelines-quality-clarify-baseline-lifecycle.html#pipelines-quality-clarify-baseline-drift-detection
DriftCheckBaselines *types.DriftCheckBaselines
// Details about inference jobs that you can run with models based on this model
// package.
InferenceSpecification *types.InferenceSpecification
// Information about the user who created or modified an experiment, trial, trial
// component, lineage group, project, or model card.
LastModifiedBy *types.UserContext
// The last time that the model package was modified.
LastModifiedTime *time.Time
// Metadata properties of the tracking entity, trial, or trial component.
MetadataProperties *types.MetadataProperties
// The approval status of the model package.
ModelApprovalStatus types.ModelApprovalStatus
// 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].
//
// [Model package model card schema]: https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html#model-card-schema
// [View the Details of a Model Version]: https://docs.aws.amazon.com/sagemaker/latest/dg/model-registry-details.html
ModelCard *types.ModelPackageModelCard
// Metrics for the model.
ModelMetrics *types.ModelMetrics
// A brief summary of the model package.
ModelPackageDescription *string
// If the model is a versioned model, the name of the model group that the
// versioned model belongs to.
ModelPackageGroupName *string
// The version of the model package.
ModelPackageVersion *int32
// 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).
SamplePayloadUrl *string
// The KMS Key ID ( KMSKeyId ) used for encryption of model package information.
SecurityConfig *types.ModelPackageSecurityConfig
// Indicates if you want to skip model validation.
SkipModelValidation types.SkipModelValidation
// Details about the algorithm that was used to create the model package.
SourceAlgorithmSpecification *types.SourceAlgorithmSpecification
// The URI of the source for the model package.
SourceUri *string
// The machine learning task you specified that your model package accomplishes.
// Common machine learning tasks include object detection and image classification.
Task *string
// Configurations for one or more transform jobs that SageMaker runs to test the
// model package.
ValidationSpecification *types.ModelPackageValidationSpecification
// Metadata pertaining to the operation's result.
ResultMetadata middleware.Metadata
noSmithyDocumentSerde
}
func (c *Client) addOperationDescribeModelPackageMiddlewares(stack *middleware.Stack, options Options) (err error) {
if err := stack.Serialize.Add(&setOperationInputMiddleware{}, middleware.After); err != nil {
return err
}
err = stack.Serialize.Add(&awsAwsjson11_serializeOpDescribeModelPackage{}, middleware.After)
if err != nil {
return err
}
err = stack.Deserialize.Add(&awsAwsjson11_deserializeOpDescribeModelPackage{}, middleware.After)
if err != nil {
return err
}
if err := addProtocolFinalizerMiddlewares(stack, options, "DescribeModelPackage"); err != nil {
return fmt.Errorf("add protocol finalizers: %v", err)
}
if err = addlegacyEndpointContextSetter(stack, options); err != nil {
return err
}
if err = addSetLoggerMiddleware(stack, options); err != nil {
return err
}
if err = addClientRequestID(stack); err != nil {
return err
}
if err = addComputeContentLength(stack); err != nil {
return err
}
if err = addResolveEndpointMiddleware(stack, options); err != nil {
return err
}
if err = addComputePayloadSHA256(stack); err != nil {
return err
}
if err = addRetry(stack, options); err != nil {
return err
}
if err = addRawResponseToMetadata(stack); err != nil {
return err
}
if err = addRecordResponseTiming(stack); err != nil {
return err
}
if err = addClientUserAgent(stack, options); err != nil {
return err
}
if err = smithyhttp.AddErrorCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = smithyhttp.AddCloseResponseBodyMiddleware(stack); err != nil {
return err
}
if err = addSetLegacyContextSigningOptionsMiddleware(stack); err != nil {
return err
}
if err = addTimeOffsetBuild(stack, c); err != nil {
return err
}
if err = addUserAgentRetryMode(stack, options); err != nil {
return err
}
if err = addOpDescribeModelPackageValidationMiddleware(stack); err != nil {
return err
}
if err = stack.Initialize.Add(newServiceMetadataMiddleware_opDescribeModelPackage(options.Region), middleware.Before); err != nil {
return err
}
if err = addRecursionDetection(stack); err != nil {
return err
}
if err = addRequestIDRetrieverMiddleware(stack); err != nil {
return err
}
if err = addResponseErrorMiddleware(stack); err != nil {
return err
}
if err = addRequestResponseLogging(stack, options); err != nil {
return err
}
if err = addDisableHTTPSMiddleware(stack, options); err != nil {
return err
}
return nil
}
func newServiceMetadataMiddleware_opDescribeModelPackage(region string) *awsmiddleware.RegisterServiceMetadata {
return &awsmiddleware.RegisterServiceMetadata{
Region: region,
ServiceID: ServiceID,
OperationName: "DescribeModelPackage",
}
}
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