CleanRoomsML / Client / get_collaboration_configured_model_algorithm_association

get_collaboration_configured_model_algorithm_association

CleanRoomsML.Client.get_collaboration_configured_model_algorithm_association(**kwargs)

Returns information about the configured model algorithm association in a collaboration.

See also: AWS API Documentation

Request Syntax

response = client.get_collaboration_configured_model_algorithm_association(
    configuredModelAlgorithmAssociationArn='string',
    collaborationIdentifier='string'
)

Parameters:

• configuredModelAlgorithmAssociationArn (string) –

  [REQUIRED]

  The Amazon Resource Name (ARN) of the configured model algorithm association that you want to return information about.

• collaborationIdentifier (string) –

  [REQUIRED]

  The collaboration ID for the collaboration that contains the configured model algorithm association that you want to return information about.

Return type:

dict

Returns:

Response Syntax

{
    'createTime': datetime(2015, 1, 1),
    'updateTime': datetime(2015, 1, 1),
    'configuredModelAlgorithmAssociationArn': 'string',
    'membershipIdentifier': 'string',
    'collaborationIdentifier': 'string',
    'configuredModelAlgorithmArn': 'string',
    'name': 'string',
    'description': 'string',
    'creatorAccountId': 'string',
    'privacyConfiguration': {
        'policies': {
            'trainedModels': {
                'containerLogs': [
                    {
                        'allowedAccountIds': [
                            'string',
                        ],
                        'filterPattern': 'string'
                    },
                ],
                'containerMetrics': {
                    'noiseLevel': 'HIGH'|'MEDIUM'|'LOW'|'NONE'
                }
            },
            'trainedModelExports': {
                'maxSize': {
                    'unit': 'GB',
                    'value': 123.0
                },
                'filesToExport': [
                    'MODEL'|'OUTPUT',
                ]
            },
            'trainedModelInferenceJobs': {
                'containerLogs': [
                    {
                        'allowedAccountIds': [
                            'string',
                        ],
                        'filterPattern': 'string'
                    },
                ],
                'maxOutputSize': {
                    'unit': 'GB',
                    'value': 123.0
                }
            }
        }
    }
}

Response Structure

• (dict) –

  • createTime (datetime) –

    The time at which the configured model algorithm association was created.

  • updateTime (datetime) –

    The most recent time at which the configured model algorithm association was updated.

  • configuredModelAlgorithmAssociationArn (string) –

    The Amazon Resource Name (ARN) of the configured model algorithm association.

  • membershipIdentifier (string) –

    The membership ID of the member that created the configured model algorithm association.

  • collaborationIdentifier (string) –

    The collaboration ID of the collaboration that contains the configured model algorithm association.

  • configuredModelAlgorithmArn (string) –

    The Amazon Resource Name (ARN) of the configured model algorithm association.

  • name (string) –

    The name of the configured model algorithm association.

  • description (string) –

    The description of the configured model algorithm association.

  • creatorAccountId (string) –

    The account ID of the member that created the configured model algorithm association.

  • privacyConfiguration (dict) –

    Information about the privacy configuration for a configured model algorithm association.

    • policies (dict) –

      The privacy configuration policies for a configured model algorithm association.

      • trainedModels (dict) –

        Specifies who will receive the trained models.

        • containerLogs (list) –

          The container for the logs of the trained model.

          • (dict) –

            Provides the information necessary for a user to access the logs.

            • allowedAccountIds (list) –

              A list of account IDs that are allowed to access the logs.

              • (string) –

            • filterPattern (string) –

              A regular expression pattern that is used to parse the logs and return information that matches the pattern.

        • containerMetrics (dict) –

          The container for the metrics of the trained model.

          • noiseLevel (string) –

            The noise level for the generated metrics.

      • trainedModelExports (dict) –

        Specifies who will receive the trained model export.

        • maxSize (dict) –

          The maximum size of the data that can be exported.

          • unit (string) –

            The unit of measurement for the data size.

          • value (float) –

            The maximum size of the dataset to export.

        • filesToExport (list) –

          The files that are exported during the trained model export job.

          • (string) –

      • trainedModelInferenceJobs (dict) –

        Specifies who will receive the trained model inference jobs.

        • containerLogs (list) –

          The logs container for the trained model inference job.

          • (dict) –

            Provides the information necessary for a user to access the logs.

            • allowedAccountIds (list) –

              A list of account IDs that are allowed to access the logs.

              • (string) –

            • filterPattern (string) –

              A regular expression pattern that is used to parse the logs and return information that matches the pattern.

        • maxOutputSize (dict) –

          The maximum allowed size of the output of the trained model inference job.

          • unit (string) –

            The measurement unit to use.

          • value (float) –

            The maximum output size value.

Exceptions

• CleanRoomsML.Client.exceptions.ValidationException

• CleanRoomsML.Client.exceptions.AccessDeniedException

• CleanRoomsML.Client.exceptions.ResourceNotFoundException