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CreateEvaluationJob - Amazon Bedrock
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CreateEvaluationJob

Creates an evaluation job.

For code examples that demonstrate how to create evaluation jobs, see Create a model evaluation job in Amazon Bedrock.

Request Syntax

POST /evaluation-jobs HTTP/1.1 Content-type: application/json { "applicationType": "string", "clientRequestToken": "string", "customerEncryptionKeyId": "string", "evaluationConfig": { ... }, "inferenceConfig": { ... }, "jobDescription": "string", "jobName": "string", "jobTags": [ { "key": "string", "value": "string" } ], "outputDataConfig": { "s3Uri": "string" }, "roleArn": "string" }

URI Request Parameters

The request does not use any URI parameters.

Request Body

The request accepts the following data in JSON format.

applicationType

Specifies whether the evaluation job is for evaluating a model or evaluating a knowledge base (retrieval and response generation).

Type: String

Valid Values: ModelEvaluation | RagEvaluation

Required: No

clientRequestToken

A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

Type: String

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

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

Required: No

customerEncryptionKeyId

Specify your customer managed encryption key Amazon Resource Name (ARN) that will be used to encrypt your evaluation job.

Type: String

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

Pattern: ^(arn:aws(-[^:]+)?:kms:[a-zA-Z0-9-]*:[0-9]{12}:((key/[a-zA-Z0-9-]{36})|(alias/[a-zA-Z0-9-_/]+)))|([a-zA-Z0-9-]{36})|(alias/[a-zA-Z0-9-_/]+)$

Required: No

evaluationConfig

Contains the configuration details of either an automated or human-based evaluation job.

Type: EvaluationConfig object

Note: This object is a Union. Only one member of this object can be specified or returned.

Required: Yes

inferenceConfig

Contains the configuration details of the inference model for the evaluation job.

For model evaluation jobs, automated jobs support a single model or inference profile, and jobs that use human workers support two models or inference profiles.

Type: EvaluationInferenceConfig object

Note: This object is a Union. Only one member of this object can be specified or returned.

Required: Yes

jobDescription

A description of the evaluation job.

Type: String

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

Pattern: ^.+$

Required: No

jobName

A name for the evaluation job. Names must unique with your AWS account, and your account's AWS region.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 63.

Pattern: ^[a-z0-9](-*[a-z0-9]){0,62}$

Required: Yes

jobTags

Tags to attach to the model evaluation job.

Type: Array of Tag objects

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

Required: No

outputDataConfig

Contains the configuration details of the Amazon S3 bucket for storing the results of the evaluation job.

Type: EvaluationOutputDataConfig object

Required: Yes

roleArn

The Amazon Resource Name (ARN) of an IAM service role that Amazon Bedrock can assume to perform tasks on your behalf. To learn more about the required permissions, see Required permissions for model evaluations.

Type: String

Length Constraints: Minimum length of 0. Maximum length of 2048.

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

Required: Yes

Response Syntax

HTTP/1.1 202 Content-type: application/json { "jobArn": "string" }

Response Elements

If the action is successful, the service sends back an HTTP 202 response.

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

jobArn

The Amazon Resource Name (ARN) of the evaluation job.

Type: String

Length Constraints: Minimum length of 0. Maximum length of 1011.

Pattern: ^arn:aws(-[^:]+)?:bedrock:[a-z0-9-]{1,20}:[0-9]{12}:evaluation-job/[a-z0-9]{12}$

Errors

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

AccessDeniedException

The request is denied because of missing access permissions.

HTTP Status Code: 403

ConflictException

Error occurred because of a conflict while performing an operation.

HTTP Status Code: 400

InternalServerException

An internal server error occurred. Retry your request.

HTTP Status Code: 500

ResourceNotFoundException

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

HTTP Status Code: 404

ServiceQuotaExceededException

The number of requests exceeds the service quota. Resubmit your request later.

HTTP Status Code: 400

ThrottlingException

The number of requests exceeds the limit. Resubmit your request later.

HTTP Status Code: 429

ValidationException

Input validation failed. Check your request parameters and retry the request.

HTTP Status Code: 400

See Also

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

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