DescribeModel - Amazon SageMaker

DescribeModel

Describes a model that you created using the CreateModel API.

Request Syntax

{ "ModelName": "string" }

Request Parameters

For information about the parameters that are common to all actions, see Common Parameters.

The request accepts the following data in JSON format.

ModelName

The name of the model.

Type: String

Length Constraints: Maximum length of 63.

Pattern: ^[a-zA-Z0-9]([\-a-zA-Z0-9]*[a-zA-Z0-9])?

Required: Yes

Response Syntax

{ "Containers": [ { "AdditionalModelDataSources": [ { "ChannelName": "string", "S3DataSource": { "CompressionType": "string", "HubAccessConfig": { "HubContentArn": "string" }, "ManifestS3Uri": "string", "ModelAccessConfig": { "AcceptEula": boolean }, "S3DataType": "string", "S3Uri": "string" } } ], "ContainerHostname": "string", "Environment": { "string" : "string" }, "Image": "string", "ImageConfig": { "RepositoryAccessMode": "string", "RepositoryAuthConfig": { "RepositoryCredentialsProviderArn": "string" } }, "InferenceSpecificationName": "string", "Mode": "string", "ModelDataSource": { "S3DataSource": { "CompressionType": "string", "HubAccessConfig": { "HubContentArn": "string" }, "ManifestS3Uri": "string", "ModelAccessConfig": { "AcceptEula": boolean }, "S3DataType": "string", "S3Uri": "string" } }, "ModelDataUrl": "string", "ModelPackageName": "string", "MultiModelConfig": { "ModelCacheSetting": "string" } } ], "CreationTime": number, "DeploymentRecommendation": { "RealTimeInferenceRecommendations": [ { "Environment": { "string" : "string" }, "InstanceType": "string", "RecommendationId": "string" } ], "RecommendationStatus": "string" }, "EnableNetworkIsolation": boolean, "ExecutionRoleArn": "string", "InferenceExecutionConfig": { "Mode": "string" }, "ModelArn": "string", "ModelName": "string", "PrimaryContainer": { "AdditionalModelDataSources": [ { "ChannelName": "string", "S3DataSource": { "CompressionType": "string", "HubAccessConfig": { "HubContentArn": "string" }, "ManifestS3Uri": "string", "ModelAccessConfig": { "AcceptEula": boolean }, "S3DataType": "string", "S3Uri": "string" } } ], "ContainerHostname": "string", "Environment": { "string" : "string" }, "Image": "string", "ImageConfig": { "RepositoryAccessMode": "string", "RepositoryAuthConfig": { "RepositoryCredentialsProviderArn": "string" } }, "InferenceSpecificationName": "string", "Mode": "string", "ModelDataSource": { "S3DataSource": { "CompressionType": "string", "HubAccessConfig": { "HubContentArn": "string" }, "ManifestS3Uri": "string", "ModelAccessConfig": { "AcceptEula": boolean }, "S3DataType": "string", "S3Uri": "string" } }, "ModelDataUrl": "string", "ModelPackageName": "string", "MultiModelConfig": { "ModelCacheSetting": "string" } }, "VpcConfig": { "SecurityGroupIds": [ "string" ], "Subnets": [ "string" ] } }

Response Elements

If the action is successful, the service sends back an HTTP 200 response.

The following data is returned in JSON format by the service.

Containers

The containers in the inference pipeline.

Type: Array of ContainerDefinition objects

Array Members: Maximum number of 15 items.

CreationTime

A timestamp that shows when the model was created.

Type: Timestamp

DeploymentRecommendation

A set of recommended deployment configurations for the model.

Type: DeploymentRecommendation object

EnableNetworkIsolation

If True, no inbound or outbound network calls can be made to or from the model container.

Type: Boolean

ExecutionRoleArn

The Amazon Resource Name (ARN) of the IAM role that you specified for the model.

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

Pattern: ^arn:aws[a-z\-]*:iam::\d{12}:role/?[a-zA-Z_0-9+=,.@\-_/]+$

InferenceExecutionConfig

Specifies details of how containers in a multi-container endpoint are called.

Type: InferenceExecutionConfig object

ModelArn

The Amazon Resource Name (ARN) of the model.

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

Pattern: arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:model/.*

ModelName

Name of the SageMaker model.

Type: String

Length Constraints: Maximum length of 63.

Pattern: ^[a-zA-Z0-9]([\-a-zA-Z0-9]*[a-zA-Z0-9])?

PrimaryContainer

The location of the primary inference code, associated artifacts, and custom environment map that the inference code uses when it is deployed in production.

Type: ContainerDefinition object

VpcConfig

A VpcConfig object that specifies the VPC that this model has access to. For more information, see Protect Endpoints by Using an Amazon Virtual Private Cloud

Type: VpcConfig object

Errors

For information about the errors that are common to all actions, see Common Errors.

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: