'2.0', 'metadata' => [ 'apiVersion' => '2019-11-15', 'endpointPrefix' => 'frauddetector', 'jsonVersion' => '1.1', 'protocol' => 'json', 'serviceFullName' => 'Amazon Fraud Detector', 'serviceId' => 'FraudDetector', 'signatureVersion' => 'v4', 'targetPrefix' => 'AWSHawksNestServiceFacade', 'uid' => 'frauddetector-2019-11-15', ], 'operations' => [ 'BatchCreateVariable' => [ 'name' => 'BatchCreateVariable', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'BatchCreateVariableRequest', ], 'output' => [ 'shape' => 'BatchCreateVariableResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'BatchGetVariable' => [ 'name' => 'BatchGetVariable', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'BatchGetVariableRequest', ], 'output' => [ 'shape' => 'BatchGetVariableResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'CreateDetectorVersion' => [ 'name' => 'CreateDetectorVersion', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateDetectorVersionRequest', ], 'output' => [ 'shape' => 'CreateDetectorVersionResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'CreateModelVersion' => [ 'name' => 'CreateModelVersion', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateModelVersionRequest', ], 'output' => [ 'shape' => 'CreateModelVersionResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'CreateRule' => [ 'name' => 'CreateRule', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateRuleRequest', ], 'output' => [ 'shape' => 'CreateRuleResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'CreateVariable' => [ 'name' => 'CreateVariable', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateVariableRequest', ], 'output' => [ 'shape' => 'CreateVariableResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'DeleteDetectorVersion' => [ 'name' => 'DeleteDetectorVersion', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteDetectorVersionRequest', ], 'output' => [ 'shape' => 'DeleteDetectorVersionResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'DeleteEvent' => [ 'name' => 'DeleteEvent', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteEventRequest', ], 'output' => [ 'shape' => 'DeleteEventResult', ], 'errors' => [ [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'DescribeDetector' => [ 'name' => 'DescribeDetector', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribeDetectorRequest', ], 'output' => [ 'shape' => 'DescribeDetectorResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'DescribeModelVersions' => [ 'name' => 'DescribeModelVersions', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribeModelVersionsRequest', ], 'output' => [ 'shape' => 'DescribeModelVersionsResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'GetDetectorVersion' => [ 'name' => 'GetDetectorVersion', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetDetectorVersionRequest', ], 'output' => [ 'shape' => 'GetDetectorVersionResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'GetDetectors' => [ 'name' => 'GetDetectors', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetDetectorsRequest', ], 'output' => [ 'shape' => 'GetDetectorsResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'GetExternalModels' => [ 'name' => 'GetExternalModels', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetExternalModelsRequest', ], 'output' => [ 'shape' => 'GetExternalModelsResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'GetModelVersion' => [ 'name' => 'GetModelVersion', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetModelVersionRequest', ], 'output' => [ 'shape' => 'GetModelVersionResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'GetModels' => [ 'name' => 'GetModels', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetModelsRequest', ], 'output' => [ 'shape' => 'GetModelsResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'GetOutcomes' => [ 'name' => 'GetOutcomes', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetOutcomesRequest', ], 'output' => [ 'shape' => 'GetOutcomesResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'GetPrediction' => [ 'name' => 'GetPrediction', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetPredictionRequest', ], 'output' => [ 'shape' => 'GetPredictionResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'GetRules' => [ 'name' => 'GetRules', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetRulesRequest', ], 'output' => [ 'shape' => 'GetRulesResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'GetVariables' => [ 'name' => 'GetVariables', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetVariablesRequest', ], 'output' => [ 'shape' => 'GetVariablesResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'PutDetector' => [ 'name' => 'PutDetector', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'PutDetectorRequest', ], 'output' => [ 'shape' => 'PutDetectorResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'PutExternalModel' => [ 'name' => 'PutExternalModel', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'PutExternalModelRequest', ], 'output' => [ 'shape' => 'PutExternalModelResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'PutModel' => [ 'name' => 'PutModel', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'PutModelRequest', ], 'output' => [ 'shape' => 'PutModelResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'PutOutcome' => [ 'name' => 'PutOutcome', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'PutOutcomeRequest', ], 'output' => [ 'shape' => 'PutOutcomeResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'UpdateDetectorVersion' => [ 'name' => 'UpdateDetectorVersion', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateDetectorVersionRequest', ], 'output' => [ 'shape' => 'UpdateDetectorVersionResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'UpdateDetectorVersionMetadata' => [ 'name' => 'UpdateDetectorVersionMetadata', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateDetectorVersionMetadataRequest', ], 'output' => [ 'shape' => 'UpdateDetectorVersionMetadataResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'UpdateDetectorVersionStatus' => [ 'name' => 'UpdateDetectorVersionStatus', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateDetectorVersionStatusRequest', ], 'output' => [ 'shape' => 'UpdateDetectorVersionStatusResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'UpdateModelVersion' => [ 'name' => 'UpdateModelVersion', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateModelVersionRequest', ], 'output' => [ 'shape' => 'UpdateModelVersionResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'UpdateRuleMetadata' => [ 'name' => 'UpdateRuleMetadata', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateRuleMetadataRequest', ], 'output' => [ 'shape' => 'UpdateRuleMetadataResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'UpdateRuleVersion' => [ 'name' => 'UpdateRuleVersion', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateRuleVersionRequest', ], 'output' => [ 'shape' => 'UpdateRuleVersionResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], 'UpdateVariable' => [ 'name' => 'UpdateVariable', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateVariableRequest', ], 'output' => [ 'shape' => 'UpdateVariableResult', ], 'errors' => [ [ 'shape' => 'ValidationException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'ThrottlingException', ], ], ], ], 'shapes' => [ 'BatchCreateVariableError' => [ 'type' => 'structure', 'members' => [ 'name' => [ 'shape' => 'string', ], 'code' => [ 'shape' => 'integer', ], 'message' => [ 'shape' => 'string', ], ], ], 'BatchCreateVariableErrorList' => [ 'type' => 'list', 'member' => [ 'shape' => 'BatchCreateVariableError', ], ], 'BatchCreateVariableRequest' => [ 'type' => 'structure', 'required' => [ 'variableEntries', ], 'members' => [ 'variableEntries' => [ 'shape' => 'VariableEntryList', ], ], ], 'BatchCreateVariableResult' => [ 'type' => 'structure', 'members' => [ 'errors' => [ 'shape' => 'BatchCreateVariableErrorList', ], ], ], 'BatchGetVariableError' => [ 'type' => 'structure', 'members' => [ 'name' => [ 'shape' => 'string', ], 'code' => [ 'shape' => 'integer', ], 'message' => [ 'shape' => 'string', ], ], ], 'BatchGetVariableErrorList' => [ 'type' => 'list', 'member' => [ 'shape' => 'BatchGetVariableError', ], ], 'BatchGetVariableRequest' => [ 'type' => 'structure', 'required' => [ 'names', ], 'members' => [ 'names' => [ 'shape' => 'NameList', ], ], ], 'BatchGetVariableResult' => [ 'type' => 'structure', 'members' => [ 'variables' => [ 'shape' => 'VariableList', ], 'errors' => [ 'shape' => 'BatchGetVariableErrorList', ], ], ], 'CreateDetectorVersionRequest' => [ 'type' => 'structure', 'required' => [ 'detectorId', 'rules', ], 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'description' => [ 'shape' => 'description', ], 'externalModelEndpoints' => [ 'shape' => 'ListOfStrings', ], 'rules' => [ 'shape' => 'RuleList', ], 'modelVersions' => [ 'shape' => 'ListOfModelVersions', ], ], ], 'CreateDetectorVersionResult' => [ 'type' => 'structure', 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'detectorVersionId' => [ 'shape' => 'nonEmptyString', ], 'status' => [ 'shape' => 'DetectorVersionStatus', ], ], ], 'CreateModelVersionRequest' => [ 'type' => 'structure', 'required' => [ 'modelId', 'modelType', ], 'members' => [ 'modelId' => [ 'shape' => 'identifier', ], 'modelType' => [ 'shape' => 'ModelTypeEnum', ], 'description' => [ 'shape' => 'description', ], ], ], 'CreateModelVersionResult' => [ 'type' => 'structure', 'members' => [ 'modelId' => [ 'shape' => 'identifier', ], 'modelType' => [ 'shape' => 'ModelTypeEnum', ], 'modelVersionNumber' => [ 'shape' => 'nonEmptyString', ], 'status' => [ 'shape' => 'string', ], ], ], 'CreateRuleRequest' => [ 'type' => 'structure', 'required' => [ 'ruleId', 'detectorId', 'expression', 'language', 'outcomes', ], 'members' => [ 'ruleId' => [ 'shape' => 'identifier', ], 'detectorId' => [ 'shape' => 'identifier', ], 'description' => [ 'shape' => 'description', ], 'expression' => [ 'shape' => 'ruleExpression', ], 'language' => [ 'shape' => 'Language', ], 'outcomes' => [ 'shape' => 'NonEmptyListOfStrings', ], ], ], 'CreateRuleResult' => [ 'type' => 'structure', 'members' => [ 'rule' => [ 'shape' => 'Rule', ], ], ], 'CreateVariableRequest' => [ 'type' => 'structure', 'required' => [ 'name', 'dataType', 'dataSource', 'defaultValue', ], 'members' => [ 'name' => [ 'shape' => 'string', ], 'dataType' => [ 'shape' => 'DataType', ], 'dataSource' => [ 'shape' => 'DataSource', ], 'defaultValue' => [ 'shape' => 'string', ], 'description' => [ 'shape' => 'string', ], 'variableType' => [ 'shape' => 'string', ], ], ], 'CreateVariableResult' => [ 'type' => 'structure', 'members' => [], ], 'CsvIndexToVariableMap' => [ 'type' => 'map', 'key' => [ 'shape' => 'string', ], 'value' => [ 'shape' => 'string', ], ], 'DataSource' => [ 'type' => 'string', 'enum' => [ 'EVENT', 'MODEL_SCORE', 'EXTERNAL_MODEL_SCORE', ], ], 'DataType' => [ 'type' => 'string', 'enum' => [ 'STRING', 'INTEGER', 'FLOAT', 'BOOLEAN', ], ], 'DeleteDetectorVersionRequest' => [ 'type' => 'structure', 'required' => [ 'detectorId', 'detectorVersionId', ], 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'detectorVersionId' => [ 'shape' => 'nonEmptyString', ], ], ], 'DeleteDetectorVersionResult' => [ 'type' => 'structure', 'members' => [], ], 'DeleteEventRequest' => [ 'type' => 'structure', 'required' => [ 'eventId', ], 'members' => [ 'eventId' => [ 'shape' => 'string', ], ], ], 'DeleteEventResult' => [ 'type' => 'structure', 'members' => [], ], 'DescribeDetectorRequest' => [ 'type' => 'structure', 'required' => [ 'detectorId', ], 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'nextToken' => [ 'shape' => 'string', ], 'maxResults' => [ 'shape' => 'DetectorVersionMaxResults', ], ], ], 'DescribeDetectorResult' => [ 'type' => 'structure', 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'detectorVersionSummaries' => [ 'shape' => 'DetectorVersionSummaryList', ], 'nextToken' => [ 'shape' => 'string', ], ], ], 'DescribeModelVersionsRequest' => [ 'type' => 'structure', 'members' => [ 'modelId' => [ 'shape' => 'identifier', ], 'modelVersionNumber' => [ 'shape' => 'nonEmptyString', ], 'modelType' => [ 'shape' => 'ModelTypeEnum', ], 'nextToken' => [ 'shape' => 'string', ], 'maxResults' => [ 'shape' => 'MaxResults', ], ], ], 'DescribeModelVersionsResult' => [ 'type' => 'structure', 'members' => [ 'modelVersionDetails' => [ 'shape' => 'ModelVersionDetailList', ], 'nextToken' => [ 'shape' => 'string', ], ], ], 'Detector' => [ 'type' => 'structure', 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'description' => [ 'shape' => 'description', ], 'lastUpdatedTime' => [ 'shape' => 'time', ], 'createdTime' => [ 'shape' => 'time', ], ], ], 'DetectorList' => [ 'type' => 'list', 'member' => [ 'shape' => 'Detector', ], ], 'DetectorVersionMaxResults' => [ 'type' => 'integer', 'box' => true, 'max' => 2500, 'min' => 1000, ], 'DetectorVersionStatus' => [ 'type' => 'string', 'enum' => [ 'DRAFT', 'ACTIVE', 'INACTIVE', ], ], 'DetectorVersionSummary' => [ 'type' => 'structure', 'members' => [ 'detectorVersionId' => [ 'shape' => 'nonEmptyString', ], 'status' => [ 'shape' => 'DetectorVersionStatus', ], 'description' => [ 'shape' => 'description', ], 'lastUpdatedTime' => [ 'shape' => 'time', ], ], ], 'DetectorVersionSummaryList' => [ 'type' => 'list', 'member' => [ 'shape' => 'DetectorVersionSummary', ], ], 'DetectorsMaxResults' => [ 'type' => 'integer', 'box' => true, 'max' => 10, 'min' => 5, ], 'EventAttributeMap' => [ 'type' => 'map', 'key' => [ 'shape' => 'attributeKey', ], 'value' => [ 'shape' => 'attributeValue', ], ], 'ExternalModel' => [ 'type' => 'structure', 'members' => [ 'modelEndpoint' => [ 'shape' => 'string', ], 'modelSource' => [ 'shape' => 'ModelSource', ], 'role' => [ 'shape' => 'Role', ], 'inputConfiguration' => [ 'shape' => 'ModelInputConfiguration', ], 'outputConfiguration' => [ 'shape' => 'ModelOutputConfiguration', ], 'modelEndpointStatus' => [ 'shape' => 'ModelEndpointStatus', ], 'lastUpdatedTime' => [ 'shape' => 'time', ], 'createdTime' => [ 'shape' => 'time', ], ], ], 'ExternalModelEndpointDataBlobMap' => [ 'type' => 'map', 'key' => [ 'shape' => 'string', ], 'value' => [ 'shape' => 'ModelEndpointDataBlob', ], 'sensitive' => true, ], 'ExternalModelList' => [ 'type' => 'list', 'member' => [ 'shape' => 'ExternalModel', ], ], 'ExternalModelsMaxResults' => [ 'type' => 'integer', 'box' => true, 'max' => 10, 'min' => 5, ], 'GetDetectorVersionRequest' => [ 'type' => 'structure', 'required' => [ 'detectorId', 'detectorVersionId', ], 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'detectorVersionId' => [ 'shape' => 'nonEmptyString', ], ], ], 'GetDetectorVersionResult' => [ 'type' => 'structure', 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'detectorVersionId' => [ 'shape' => 'nonEmptyString', ], 'description' => [ 'shape' => 'description', ], 'externalModelEndpoints' => [ 'shape' => 'ListOfStrings', ], 'modelVersions' => [ 'shape' => 'ListOfModelVersions', ], 'rules' => [ 'shape' => 'RuleList', ], 'status' => [ 'shape' => 'DetectorVersionStatus', ], 'lastUpdatedTime' => [ 'shape' => 'time', ], 'createdTime' => [ 'shape' => 'time', ], ], ], 'GetDetectorsRequest' => [ 'type' => 'structure', 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'nextToken' => [ 'shape' => 'string', ], 'maxResults' => [ 'shape' => 'DetectorsMaxResults', ], ], ], 'GetDetectorsResult' => [ 'type' => 'structure', 'members' => [ 'detectors' => [ 'shape' => 'DetectorList', ], 'nextToken' => [ 'shape' => 'string', ], ], ], 'GetExternalModelsRequest' => [ 'type' => 'structure', 'members' => [ 'modelEndpoint' => [ 'shape' => 'string', ], 'nextToken' => [ 'shape' => 'string', ], 'maxResults' => [ 'shape' => 'ExternalModelsMaxResults', ], ], ], 'GetExternalModelsResult' => [ 'type' => 'structure', 'members' => [ 'externalModels' => [ 'shape' => 'ExternalModelList', ], 'nextToken' => [ 'shape' => 'string', ], ], ], 'GetModelVersionRequest' => [ 'type' => 'structure', 'required' => [ 'modelId', 'modelType', 'modelVersionNumber', ], 'members' => [ 'modelId' => [ 'shape' => 'identifier', ], 'modelType' => [ 'shape' => 'ModelTypeEnum', ], 'modelVersionNumber' => [ 'shape' => 'nonEmptyString', ], ], ], 'GetModelVersionResult' => [ 'type' => 'structure', 'members' => [ 'modelId' => [ 'shape' => 'identifier', ], 'modelType' => [ 'shape' => 'ModelTypeEnum', ], 'modelVersionNumber' => [ 'shape' => 'nonEmptyString', ], 'description' => [ 'shape' => 'description', ], 'status' => [ 'shape' => 'string', ], ], ], 'GetModelsRequest' => [ 'type' => 'structure', 'members' => [ 'modelType' => [ 'shape' => 'ModelTypeEnum', ], 'modelId' => [ 'shape' => 'identifier', ], 'nextToken' => [ 'shape' => 'string', ], 'maxResults' => [ 'shape' => 'MaxResults', ], ], ], 'GetModelsResult' => [ 'type' => 'structure', 'members' => [ 'nextToken' => [ 'shape' => 'string', ], 'models' => [ 'shape' => 'ModelList', ], ], ], 'GetOutcomesRequest' => [ 'type' => 'structure', 'members' => [ 'name' => [ 'shape' => 'identifier', ], 'nextToken' => [ 'shape' => 'string', ], 'maxResults' => [ 'shape' => 'OutcomesMaxResults', ], ], ], 'GetOutcomesResult' => [ 'type' => 'structure', 'members' => [ 'outcomes' => [ 'shape' => 'OutcomeList', ], 'nextToken' => [ 'shape' => 'string', ], ], ], 'GetPredictionRequest' => [ 'type' => 'structure', 'required' => [ 'detectorId', 'eventId', ], 'members' => [ 'detectorId' => [ 'shape' => 'string', ], 'detectorVersionId' => [ 'shape' => 'string', ], 'eventId' => [ 'shape' => 'string', ], 'eventAttributes' => [ 'shape' => 'EventAttributeMap', ], 'externalModelEndpointDataBlobs' => [ 'shape' => 'ExternalModelEndpointDataBlobMap', ], ], ], 'GetPredictionResult' => [ 'type' => 'structure', 'members' => [ 'outcomes' => [ 'shape' => 'ListOfStrings', ], 'modelScores' => [ 'shape' => 'ListOfModelScores', ], ], ], 'GetRulesRequest' => [ 'type' => 'structure', 'required' => [ 'detectorId', ], 'members' => [ 'ruleId' => [ 'shape' => 'identifier', ], 'detectorId' => [ 'shape' => 'identifier', ], 'ruleVersion' => [ 'shape' => 'nonEmptyString', ], 'nextToken' => [ 'shape' => 'string', ], 'maxResults' => [ 'shape' => 'RulesMaxResults', ], ], ], 'GetRulesResult' => [ 'type' => 'structure', 'members' => [ 'ruleDetails' => [ 'shape' => 'RuleDetailList', ], 'nextToken' => [ 'shape' => 'string', ], ], ], 'GetVariablesRequest' => [ 'type' => 'structure', 'members' => [ 'name' => [ 'shape' => 'string', ], 'nextToken' => [ 'shape' => 'string', ], 'maxResults' => [ 'shape' => 'VariablesMaxResults', ], ], ], 'GetVariablesResult' => [ 'type' => 'structure', 'members' => [ 'variables' => [ 'shape' => 'VariableList', ], 'nextToken' => [ 'shape' => 'string', ], ], ], 'InternalServerException' => [ 'type' => 'structure', 'required' => [ 'message', ], 'members' => [ 'message' => [ 'shape' => 'string', ], ], 'exception' => true, 'fault' => true, ], 'IsOpaque' => [ 'type' => 'boolean', ], 'JsonKeyToVariableMap' => [ 'type' => 'map', 'key' => [ 'shape' => 'string', ], 'value' => [ 'shape' => 'string', ], ], 'LabelMapper' => [ 'type' => 'map', 'key' => [ 'shape' => 'string', ], 'value' => [ 'shape' => 'ListOfStrings', ], ], 'LabelSchema' => [ 'type' => 'structure', 'required' => [ 'labelKey', 'labelMapper', ], 'members' => [ 'labelKey' => [ 'shape' => 'string', ], 'labelMapper' => [ 'shape' => 'LabelMapper', ], ], ], 'Language' => [ 'type' => 'string', 'enum' => [ 'DETECTORPL', ], ], 'ListOfModelScores' => [ 'type' => 'list', 'member' => [ 'shape' => 'ModelScores', ], ], 'ListOfModelVersions' => [ 'type' => 'list', 'member' => [ 'shape' => 'ModelVersion', ], ], 'ListOfStrings' => [ 'type' => 'list', 'member' => [ 'shape' => 'string', ], ], 'MaxResults' => [ 'type' => 'integer', 'box' => true, 'max' => 10, 'min' => 1, ], 'MetricsMap' => [ 'type' => 'map', 'key' => [ 'shape' => 'string', ], 'value' => [ 'shape' => 'string', ], ], 'Model' => [ 'type' => 'structure', 'members' => [ 'modelId' => [ 'shape' => 'identifier', ], 'modelType' => [ 'shape' => 'ModelTypeEnum', ], 'description' => [ 'shape' => 'description', ], 'trainingDataSource' => [ 'shape' => 'TrainingDataSource', ], 'modelVariables' => [ 'shape' => 'ModelVariablesList', ], 'labelSchema' => [ 'shape' => 'LabelSchema', ], 'lastUpdatedTime' => [ 'shape' => 'time', ], 'createdTime' => [ 'shape' => 'time', ], ], ], 'ModelEndpointDataBlob' => [ 'type' => 'structure', 'members' => [ 'byteBuffer' => [ 'shape' => 'blob', ], 'contentType' => [ 'shape' => 'contentType', ], ], ], 'ModelEndpointStatus' => [ 'type' => 'string', 'enum' => [ 'ASSOCIATED', 'DISSOCIATED', ], ], 'ModelInputConfiguration' => [ 'type' => 'structure', 'required' => [ 'isOpaque', ], 'members' => [ 'format' => [ 'shape' => 'ModelInputDataFormat', ], 'isOpaque' => [ 'shape' => 'IsOpaque', ], 'jsonInputTemplate' => [ 'shape' => 'string', ], 'csvInputTemplate' => [ 'shape' => 'string', ], ], ], 'ModelInputDataFormat' => [ 'type' => 'string', 'enum' => [ 'TEXT_CSV', 'APPLICATION_JSON', ], ], 'ModelList' => [ 'type' => 'list', 'member' => [ 'shape' => 'Model', ], ], 'ModelOutputConfiguration' => [ 'type' => 'structure', 'required' => [ 'format', ], 'members' => [ 'format' => [ 'shape' => 'ModelOutputDataFormat', ], 'jsonKeyToVariableMap' => [ 'shape' => 'JsonKeyToVariableMap', ], 'csvIndexToVariableMap' => [ 'shape' => 'CsvIndexToVariableMap', ], ], ], 'ModelOutputDataFormat' => [ 'type' => 'string', 'enum' => [ 'TEXT_CSV', 'APPLICATION_JSONLINES', ], ], 'ModelPredictionMap' => [ 'type' => 'map', 'key' => [ 'shape' => 'string', ], 'value' => [ 'shape' => 'float', ], ], 'ModelScores' => [ 'type' => 'structure', 'members' => [ 'modelVersion' => [ 'shape' => 'ModelVersion', ], 'scores' => [ 'shape' => 'ModelPredictionMap', ], ], ], 'ModelSource' => [ 'type' => 'string', 'enum' => [ 'SAGEMAKER', ], ], 'ModelTypeEnum' => [ 'type' => 'string', 'enum' => [ 'ONLINE_FRAUD_INSIGHTS', ], ], 'ModelVariable' => [ 'type' => 'structure', 'required' => [ 'name', ], 'members' => [ 'name' => [ 'shape' => 'string', ], 'index' => [ 'shape' => 'ModelVariableIndex', ], ], ], 'ModelVariableIndex' => [ 'type' => 'integer', ], 'ModelVariablesList' => [ 'type' => 'list', 'member' => [ 'shape' => 'ModelVariable', ], ], 'ModelVersion' => [ 'type' => 'structure', 'required' => [ 'modelId', 'modelType', 'modelVersionNumber', ], 'members' => [ 'modelId' => [ 'shape' => 'identifier', ], 'modelType' => [ 'shape' => 'ModelTypeEnum', ], 'modelVersionNumber' => [ 'shape' => 'nonEmptyString', ], ], ], 'ModelVersionDetail' => [ 'type' => 'structure', 'members' => [ 'modelId' => [ 'shape' => 'identifier', ], 'modelType' => [ 'shape' => 'ModelTypeEnum', ], 'modelVersionNumber' => [ 'shape' => 'nonEmptyString', ], 'description' => [ 'shape' => 'description', ], 'status' => [ 'shape' => 'string', ], 'trainingDataSource' => [ 'shape' => 'TrainingDataSource', ], 'modelVariables' => [ 'shape' => 'ModelVariablesList', ], 'labelSchema' => [ 'shape' => 'LabelSchema', ], 'validationMetrics' => [ 'shape' => 'MetricsMap', ], 'trainingMetrics' => [ 'shape' => 'MetricsMap', ], 'lastUpdatedTime' => [ 'shape' => 'time', ], 'createdTime' => [ 'shape' => 'time', ], ], ], 'ModelVersionDetailList' => [ 'type' => 'list', 'member' => [ 'shape' => 'ModelVersionDetail', ], ], 'ModelVersionStatus' => [ 'type' => 'string', 'enum' => [ 'TRAINING_IN_PROGRESS', 'TRAINING_COMPLETE', 'ACTIVATE_REQUESTED', 'ACTIVATE_IN_PROGRESS', 'ACTIVE', 'INACTIVATE_IN_PROGRESS', 'INACTIVE', 'ERROR', ], ], 'NameList' => [ 'type' => 'list', 'member' => [ 'shape' => 'string', ], 'max' => 100, 'min' => 1, ], 'NonEmptyListOfStrings' => [ 'type' => 'list', 'member' => [ 'shape' => 'string', ], 'min' => 1, ], 'Outcome' => [ 'type' => 'structure', 'members' => [ 'name' => [ 'shape' => 'identifier', ], 'description' => [ 'shape' => 'description', ], 'lastUpdatedTime' => [ 'shape' => 'time', ], 'createdTime' => [ 'shape' => 'time', ], ], ], 'OutcomeList' => [ 'type' => 'list', 'member' => [ 'shape' => 'Outcome', ], ], 'OutcomesMaxResults' => [ 'type' => 'integer', 'box' => true, 'max' => 100, 'min' => 50, ], 'PutDetectorRequest' => [ 'type' => 'structure', 'required' => [ 'detectorId', ], 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'description' => [ 'shape' => 'description', ], ], ], 'PutDetectorResult' => [ 'type' => 'structure', 'members' => [], ], 'PutExternalModelRequest' => [ 'type' => 'structure', 'required' => [ 'modelEndpoint', 'modelSource', 'role', 'inputConfiguration', 'outputConfiguration', 'modelEndpointStatus', ], 'members' => [ 'modelEndpoint' => [ 'shape' => 'string', ], 'modelSource' => [ 'shape' => 'ModelSource', ], 'role' => [ 'shape' => 'Role', ], 'inputConfiguration' => [ 'shape' => 'ModelInputConfiguration', ], 'outputConfiguration' => [ 'shape' => 'ModelOutputConfiguration', ], 'modelEndpointStatus' => [ 'shape' => 'ModelEndpointStatus', ], ], ], 'PutExternalModelResult' => [ 'type' => 'structure', 'members' => [], ], 'PutModelRequest' => [ 'type' => 'structure', 'required' => [ 'modelId', 'modelType', 'trainingDataSource', 'modelVariables', 'labelSchema', ], 'members' => [ 'modelId' => [ 'shape' => 'identifier', ], 'modelType' => [ 'shape' => 'ModelTypeEnum', ], 'description' => [ 'shape' => 'description', ], 'trainingDataSource' => [ 'shape' => 'TrainingDataSource', ], 'modelVariables' => [ 'shape' => 'ModelVariablesList', ], 'labelSchema' => [ 'shape' => 'LabelSchema', ], ], ], 'PutModelResult' => [ 'type' => 'structure', 'members' => [], ], 'PutOutcomeRequest' => [ 'type' => 'structure', 'required' => [ 'name', ], 'members' => [ 'name' => [ 'shape' => 'identifier', ], 'description' => [ 'shape' => 'description', ], ], ], 'PutOutcomeResult' => [ 'type' => 'structure', 'members' => [], ], 'ResourceNotFoundException' => [ 'type' => 'structure', 'required' => [ 'message', ], 'members' => [ 'message' => [ 'shape' => 'string', ], ], 'exception' => true, ], 'Role' => [ 'type' => 'structure', 'required' => [ 'arn', 'name', ], 'members' => [ 'arn' => [ 'shape' => 'string', ], 'name' => [ 'shape' => 'string', ], ], ], 'Rule' => [ 'type' => 'structure', 'required' => [ 'detectorId', 'ruleId', 'ruleVersion', ], 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'ruleId' => [ 'shape' => 'identifier', ], 'ruleVersion' => [ 'shape' => 'nonEmptyString', ], ], ], 'RuleDetail' => [ 'type' => 'structure', 'members' => [ 'ruleId' => [ 'shape' => 'identifier', ], 'description' => [ 'shape' => 'description', ], 'detectorId' => [ 'shape' => 'identifier', ], 'ruleVersion' => [ 'shape' => 'nonEmptyString', ], 'expression' => [ 'shape' => 'ruleExpression', ], 'language' => [ 'shape' => 'Language', ], 'outcomes' => [ 'shape' => 'NonEmptyListOfStrings', ], 'lastUpdatedTime' => [ 'shape' => 'time', ], 'createdTime' => [ 'shape' => 'time', ], ], ], 'RuleDetailList' => [ 'type' => 'list', 'member' => [ 'shape' => 'RuleDetail', ], ], 'RuleList' => [ 'type' => 'list', 'member' => [ 'shape' => 'Rule', ], ], 'RulesMaxResults' => [ 'type' => 'integer', 'box' => true, 'max' => 100, 'min' => 50, ], 'ThrottlingException' => [ 'type' => 'structure', 'required' => [ 'message', ], 'members' => [ 'message' => [ 'shape' => 'string', ], ], 'exception' => true, ], 'TrainingDataSource' => [ 'type' => 'structure', 'required' => [ 'dataLocation', 'dataAccessRoleArn', ], 'members' => [ 'dataLocation' => [ 'shape' => 's3BucketLocation', ], 'dataAccessRoleArn' => [ 'shape' => 'iamRoleArn', ], ], ], 'UpdateDetectorVersionMetadataRequest' => [ 'type' => 'structure', 'required' => [ 'detectorId', 'detectorVersionId', 'description', ], 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'detectorVersionId' => [ 'shape' => 'nonEmptyString', ], 'description' => [ 'shape' => 'description', ], ], ], 'UpdateDetectorVersionMetadataResult' => [ 'type' => 'structure', 'members' => [], ], 'UpdateDetectorVersionRequest' => [ 'type' => 'structure', 'required' => [ 'detectorId', 'detectorVersionId', 'externalModelEndpoints', 'rules', ], 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'detectorVersionId' => [ 'shape' => 'nonEmptyString', ], 'externalModelEndpoints' => [ 'shape' => 'ListOfStrings', ], 'rules' => [ 'shape' => 'RuleList', ], 'description' => [ 'shape' => 'description', ], 'modelVersions' => [ 'shape' => 'ListOfModelVersions', ], ], ], 'UpdateDetectorVersionResult' => [ 'type' => 'structure', 'members' => [], ], 'UpdateDetectorVersionStatusRequest' => [ 'type' => 'structure', 'required' => [ 'detectorId', 'detectorVersionId', 'status', ], 'members' => [ 'detectorId' => [ 'shape' => 'identifier', ], 'detectorVersionId' => [ 'shape' => 'nonEmptyString', ], 'status' => [ 'shape' => 'DetectorVersionStatus', ], ], ], 'UpdateDetectorVersionStatusResult' => [ 'type' => 'structure', 'members' => [], ], 'UpdateModelVersionRequest' => [ 'type' => 'structure', 'required' => [ 'modelId', 'modelType', 'modelVersionNumber', 'description', 'status', ], 'members' => [ 'modelId' => [ 'shape' => 'identifier', ], 'modelType' => [ 'shape' => 'ModelTypeEnum', ], 'modelVersionNumber' => [ 'shape' => 'nonEmptyString', ], 'description' => [ 'shape' => 'description', ], 'status' => [ 'shape' => 'ModelVersionStatus', ], ], ], 'UpdateModelVersionResult' => [ 'type' => 'structure', 'members' => [], ], 'UpdateRuleMetadataRequest' => [ 'type' => 'structure', 'required' => [ 'rule', 'description', ], 'members' => [ 'rule' => [ 'shape' => 'Rule', ], 'description' => [ 'shape' => 'description', ], ], ], 'UpdateRuleMetadataResult' => [ 'type' => 'structure', 'members' => [], ], 'UpdateRuleVersionRequest' => [ 'type' => 'structure', 'required' => [ 'rule', 'expression', 'language', 'outcomes', ], 'members' => [ 'rule' => [ 'shape' => 'Rule', ], 'description' => [ 'shape' => 'description', ], 'expression' => [ 'shape' => 'ruleExpression', ], 'language' => [ 'shape' => 'Language', ], 'outcomes' => [ 'shape' => 'NonEmptyListOfStrings', ], ], ], 'UpdateRuleVersionResult' => [ 'type' => 'structure', 'members' => [ 'rule' => [ 'shape' => 'Rule', ], ], ], 'UpdateVariableRequest' => [ 'type' => 'structure', 'required' => [ 'name', ], 'members' => [ 'name' => [ 'shape' => 'string', ], 'defaultValue' => [ 'shape' => 'string', ], 'description' => [ 'shape' => 'string', ], 'variableType' => [ 'shape' => 'string', ], ], ], 'UpdateVariableResult' => [ 'type' => 'structure', 'members' => [], ], 'ValidationException' => [ 'type' => 'structure', 'required' => [ 'message', ], 'members' => [ 'message' => [ 'shape' => 'string', ], ], 'exception' => true, ], 'Variable' => [ 'type' => 'structure', 'members' => [ 'name' => [ 'shape' => 'string', ], 'dataType' => [ 'shape' => 'DataType', ], 'dataSource' => [ 'shape' => 'DataSource', ], 'defaultValue' => [ 'shape' => 'string', ], 'description' => [ 'shape' => 'string', ], 'variableType' => [ 'shape' => 'string', ], 'lastUpdatedTime' => [ 'shape' => 'time', ], 'createdTime' => [ 'shape' => 'time', ], ], ], 'VariableEntry' => [ 'type' => 'structure', 'members' => [ 'name' => [ 'shape' => 'string', ], 'dataType' => [ 'shape' => 'string', ], 'dataSource' => [ 'shape' => 'string', ], 'defaultValue' => [ 'shape' => 'string', ], 'description' => [ 'shape' => 'string', ], 'variableType' => [ 'shape' => 'string', ], ], ], 'VariableEntryList' => [ 'type' => 'list', 'member' => [ 'shape' => 'VariableEntry', ], 'max' => 25, 'min' => 1, ], 'VariableList' => [ 'type' => 'list', 'member' => [ 'shape' => 'Variable', ], ], 'VariablesMaxResults' => [ 'type' => 'integer', 'box' => true, 'max' => 100, 'min' => 50, ], 'attributeKey' => [ 'type' => 'string', 'max' => 64, 'min' => 1, ], 'attributeValue' => [ 'type' => 'string', 'max' => 256, 'min' => 1, 'sensitive' => true, ], 'blob' => [ 'type' => 'blob', ], 'contentType' => [ 'type' => 'string', 'max' => 1024, 'min' => 1, ], 'description' => [ 'type' => 'string', 'max' => 128, 'min' => 1, ], 'float' => [ 'type' => 'float', ], 'iamRoleArn' => [ 'type' => 'string', 'max' => 256, 'min' => 1, 'pattern' => '^arn\\:aws\\:iam\\:\\:[0-9]{12}\\:role\\/[^\\s]{2,64}$', ], 'identifier' => [ 'type' => 'string', 'max' => 64, 'min' => 1, 'pattern' => '^[0-9a-z_-]+$', ], 'integer' => [ 'type' => 'integer', ], 'nonEmptyString' => [ 'type' => 'string', 'min' => 1, ], 'ruleExpression' => [ 'type' => 'string', 'max' => 4096, 'min' => 1, ], 's3BucketLocation' => [ 'type' => 'string', 'max' => 512, 'min' => 1, 'pattern' => '^s3:\\/\\/[^\\s]+$', ], 'string' => [ 'type' => 'string', ], 'time' => [ 'type' => 'string', ], ],];