DataAutomationforBedrock / Client / invoke_blueprint_optimization_async

invoke_blueprint_optimization_async

DataAutomationforBedrock.Client.invoke_blueprint_optimization_async(**kwargs)

Invoke an async job to perform Blueprint Optimization

See also: AWS API Documentation

Request Syntax

response = client.invoke_blueprint_optimization_async(
    blueprint={
        'blueprintArn': 'string',
        'stage': 'DEVELOPMENT'|'LIVE'
    },
    samples=[
        {
            'assetS3Object': {
                's3Uri': 'string',
                'version': 'string'
            },
            'groundTruthS3Object': {
                's3Uri': 'string',
                'version': 'string'
            }
        },
    ],
    outputConfiguration={
        's3Object': {
            's3Uri': 'string',
            'version': 'string'
        }
    },
    dataAutomationProfileArn='string',
    encryptionConfiguration={
        'kmsKeyId': 'string',
        'kmsEncryptionContext': {
            'string': 'string'
        }
    },
    tags=[
        {
            'key': 'string',
            'value': 'string'
        },
    ]
)

Parameters:

• blueprint (dict) –

  [REQUIRED]

  Blueprint to be optimized

  • blueprintArn (string) – [REQUIRED]

    Arn of blueprint.

  • stage (string) –

    Stage of blueprint.

• samples (list) –

  [REQUIRED]

  List of Blueprint Optimization Samples

  • (dict) –

    Blueprint Recommendation Sample

    • assetS3Object (dict) – [REQUIRED]

      S3 Object of the asset

      • s3Uri (string) – [REQUIRED]

        S3 uri.

      • version (string) –

        S3 object version.

    • groundTruthS3Object (dict) – [REQUIRED]

      Ground truth for the Blueprint and Asset combination

      • s3Uri (string) – [REQUIRED]

        S3 uri.

      • version (string) –

        S3 object version.

• outputConfiguration (dict) –

  [REQUIRED]

  Output configuration where the results should be placed

  • s3Object (dict) – [REQUIRED]

    S3 object.

    • s3Uri (string) – [REQUIRED]

      S3 uri.

    • version (string) –

      S3 object version.

• dataAutomationProfileArn (string) –

  [REQUIRED]

  Data automation profile ARN

• encryptionConfiguration (dict) –

  Encryption configuration.

  • kmsKeyId (string) – [REQUIRED]

    KMS Key Identifier

  • kmsEncryptionContext (dict) –

    KMS Encryption Context

    • (string) –

      Encryption context key.

      • (string) –

        Encryption context value.

• tags (list) –

  List of tags.

  • (dict) –

    Key value pair of a tag

    • key (string) – [REQUIRED]

      Defines the context of the tag.

    • value (string) – [REQUIRED]

      Defines the value within the context. e.g. <key=reason, value=training>.

Return type:

dict

Returns:

Response Syntax

{
    'invocationArn': 'string'
}

Response Structure

• (dict) –

  Invoke Blueprint Optimization Async Response

  • invocationArn (string) –

    ARN of the blueprint optimization job

Exceptions

• DataAutomationforBedrock.Client.exceptions.ServiceQuotaExceededException

• DataAutomationforBedrock.Client.exceptions.ValidationException

• DataAutomationforBedrock.Client.exceptions.InternalServerException

• DataAutomationforBedrock.Client.exceptions.ThrottlingException

• DataAutomationforBedrock.Client.exceptions.AccessDeniedException

• DataAutomationforBedrock.Client.exceptions.ResourceNotFoundException