Request Syntax Request Parameters Response Syntax Response Elements Errors See Also

ImportModelVersion

Imports a model that has been trained successfully.

Request Syntax


{
   "ClientToken": "string",
   "DatasetName": "string",
   "InferenceDataImportStrategy": "string",
   "LabelsInputConfiguration": { 
      "LabelGroupName": "string",
      "S3InputConfiguration": { 
         "Bucket": "string",
         "Prefix": "string"
      }
   },
   "ModelName": "string",
   "RoleArn": "string",
   "ServerSideKmsKeyId": "string",
   "SourceModelVersionArn": "string",
   "Tags": [ 
      { 
         "Key": "string",
         "Value": "string"
      }
   ]
}

Request Parameters

The request accepts the following data in JSON format.

ClientToken

A unique identifier for the request. If you do not set the client request token, Amazon Lookout for Equipment generates one.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 256.

Pattern: \p{ASCII}{1,256}

Required: Yes

DatasetName

The name of the dataset for the machine learning model being imported.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 200.

Pattern: ^[0-9a-zA-Z_-]{1,200}$

Required: Yes

InferenceDataImportStrategy

Indicates how to import the accumulated inference data when a model version is imported. The possible values are as follows:

NO_IMPORT – Don't import the data.
ADD_WHEN_EMPTY – Only import the data from the source model if there is no existing data in the target model.
OVERWRITE – Import the data from the source model and overwrite the existing data in the target model.

Type: String

Valid Values: NO_IMPORT | ADD_WHEN_EMPTY | OVERWRITE

Required: No

LabelsInputConfiguration

Contains the configuration information for the S3 location being used to hold label data.

Type: LabelsInputConfiguration object

Required: No

ModelName

The name for the machine learning model to be created. If the model already exists, Amazon Lookout for Equipment creates a new version. If you do not specify this field, it is filled with the name of the source model.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 200.

Pattern: ^[0-9a-zA-Z_-]{1,200}$

Required: No

RoleArn

The Amazon Resource Name (ARN) of a role with permission to access the data source being used to create the machine learning model.

Type: String

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

Pattern: arn:aws(-[^:]+)?:iam::[0-9]{12}:role/.+

Required: No

ServerSideKmsKeyId

Provides the identifier of the AWS KMS key key used to encrypt model data by Amazon Lookout for Equipment.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 2048.

Pattern: ^[A-Za-z0-9][A-Za-z0-9:_/+=,@.-]{0,2048}$

Required: No

SourceModelVersionArn

The Amazon Resource Name (ARN) of the model version to import.

Type: String

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

Pattern: ^arn:aws(-[^:]+)?:lookoutequipment:[a-zA-Z0-9\-]*:[0-9]{12}:model\/[0-9a-zA-Z_-]{1,200}\/.+\/model-version\/[0-9]{1,}$

Required: Yes

Tags

The tags associated with the machine learning model to be created.

Type: Array of Tag objects

Array Members: Minimum number of 0 items. Maximum number of 200 items.

Required: No

Response Syntax


{
   "ModelArn": "string",
   "ModelName": "string",
   "ModelVersion": number,
   "ModelVersionArn": "string",
   "Status": "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.

ModelArn

The Amazon Resource Name (ARN) of the model being created.

Type: String

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

Pattern: arn:aws(-[^:]+)?:lookoutequipment:[a-zA-Z0-9\-]*:[0-9]{12}:model\/.+

ModelName

The name for the machine learning model.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 200.

Pattern: ^[0-9a-zA-Z_-]{1,200}$

ModelVersion

The version of the model being created.

Type: Long

Valid Range: Minimum value of 1.

ModelVersionArn

The Amazon Resource Name (ARN) of the model version being created.

Type: String

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

Pattern: ^arn:aws(-[^:]+)?:lookoutequipment:[a-zA-Z0-9\-]*:[0-9]{12}:model\/[0-9a-zA-Z_-]{1,200}\/.+\/model-version\/[0-9]{1,}$

Status

The status of the ImportModelVersion operation.

Type: String

Valid Values: IN_PROGRESS | SUCCESS | FAILED | IMPORT_IN_PROGRESS | CANCELED

Errors

AccessDeniedException

The request could not be completed because you do not have access to the resource.

HTTP Status Code: 400

ConflictException

The request could not be completed due to a conflict with the current state of the target resource.

HTTP Status Code: 400

InternalServerException

Processing of the request has failed because of an unknown error, exception or failure.

HTTP Status Code: 500

ResourceNotFoundException

The resource requested could not be found. Verify the resource ID and retry your request.

HTTP Status Code: 400

ServiceQuotaExceededException

Resource limitations have been exceeded.

HTTP Status Code: 400

ThrottlingException

The request was denied due to request throttling.

HTTP Status Code: 400

ValidationException

The input fails to satisfy constraints specified by Amazon Lookout for Equipment or a related AWS service that's being utilized.

HTTP Status Code: 400