<?php
// This file was auto-generated from sdk-root/src/data/machinelearning/2014-12-12/api-2.json
return [ 'version' => '2.0', 'metadata' => [ 'apiVersion' => '2014-12-12', 'endpointPrefix' => 'machinelearning', 'jsonVersion' => '1.1', 'protocol' => 'json', 'serviceFullName' => 'Amazon Machine Learning', 'signatureVersion' => 'v4', 'targetPrefix' => 'AmazonML_20141212', ], 'operations' => [ 'CreateBatchPrediction' => [ 'name' => 'CreateBatchPrediction', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateBatchPredictionInput', ], 'output' => [ 'shape' => 'CreateBatchPredictionOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], [ 'shape' => 'IdempotentParameterMismatchException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], ], ], 'CreateDataSourceFromRDS' => [ 'name' => 'CreateDataSourceFromRDS', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateDataSourceFromRDSInput', ], 'output' => [ 'shape' => 'CreateDataSourceFromRDSOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], [ 'shape' => 'IdempotentParameterMismatchException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], ], ], 'CreateDataSourceFromRedshift' => [ 'name' => 'CreateDataSourceFromRedshift', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateDataSourceFromRedshiftInput', ], 'output' => [ 'shape' => 'CreateDataSourceFromRedshiftOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], [ 'shape' => 'IdempotentParameterMismatchException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], ], ], 'CreateDataSourceFromS3' => [ 'name' => 'CreateDataSourceFromS3', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateDataSourceFromS3Input', ], 'output' => [ 'shape' => 'CreateDataSourceFromS3Output', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], [ 'shape' => 'IdempotentParameterMismatchException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], ], ], 'CreateEvaluation' => [ 'name' => 'CreateEvaluation', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateEvaluationInput', ], 'output' => [ 'shape' => 'CreateEvaluationOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], [ 'shape' => 'IdempotentParameterMismatchException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], ], ], 'CreateMLModel' => [ 'name' => 'CreateMLModel', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateMLModelInput', ], 'output' => [ 'shape' => 'CreateMLModelOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], [ 'shape' => 'IdempotentParameterMismatchException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], ], ], 'CreateRealtimeEndpoint' => [ 'name' => 'CreateRealtimeEndpoint', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateRealtimeEndpointInput', ], 'output' => [ 'shape' => 'CreateRealtimeEndpointOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'DeleteBatchPrediction' => [ 'name' => 'DeleteBatchPrediction', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteBatchPredictionInput', ], 'output' => [ 'shape' => 'DeleteBatchPredictionOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'DeleteDataSource' => [ 'name' => 'DeleteDataSource', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteDataSourceInput', ], 'output' => [ 'shape' => 'DeleteDataSourceOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'DeleteEvaluation' => [ 'name' => 'DeleteEvaluation', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteEvaluationInput', ], 'output' => [ 'shape' => 'DeleteEvaluationOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'DeleteMLModel' => [ 'name' => 'DeleteMLModel', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteMLModelInput', ], 'output' => [ 'shape' => 'DeleteMLModelOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'DeleteRealtimeEndpoint' => [ 'name' => 'DeleteRealtimeEndpoint', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteRealtimeEndpointInput', ], 'output' => [ 'shape' => 'DeleteRealtimeEndpointOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'DescribeBatchPredictions' => [ 'name' => 'DescribeBatchPredictions', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribeBatchPredictionsInput', ], 'output' => [ 'shape' => 'DescribeBatchPredictionsOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'DescribeDataSources' => [ 'name' => 'DescribeDataSources', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribeDataSourcesInput', ], 'output' => [ 'shape' => 'DescribeDataSourcesOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'DescribeEvaluations' => [ 'name' => 'DescribeEvaluations', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribeEvaluationsInput', ], 'output' => [ 'shape' => 'DescribeEvaluationsOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'DescribeMLModels' => [ 'name' => 'DescribeMLModels', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribeMLModelsInput', ], 'output' => [ 'shape' => 'DescribeMLModelsOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'GetBatchPrediction' => [ 'name' => 'GetBatchPrediction', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetBatchPredictionInput', ], 'output' => [ 'shape' => 'GetBatchPredictionOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'GetDataSource' => [ 'name' => 'GetDataSource', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetDataSourceInput', ], 'output' => [ 'shape' => 'GetDataSourceOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'GetEvaluation' => [ 'name' => 'GetEvaluation', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetEvaluationInput', ], 'output' => [ 'shape' => 'GetEvaluationOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'GetMLModel' => [ 'name' => 'GetMLModel', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetMLModelInput', ], 'output' => [ 'shape' => 'GetMLModelOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'Predict' => [ 'name' => 'Predict', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'PredictInput', ], 'output' => [ 'shape' => 'PredictOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'LimitExceededException', 'error' => [ 'httpStatusCode' => 417, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], [ 'shape' => 'PredictorNotMountedException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], ], ], 'UpdateBatchPrediction' => [ 'name' => 'UpdateBatchPrediction', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateBatchPredictionInput', ], 'output' => [ 'shape' => 'UpdateBatchPredictionOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'UpdateDataSource' => [ 'name' => 'UpdateDataSource', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateDataSourceInput', ], 'output' => [ 'shape' => 'UpdateDataSourceOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'UpdateEvaluation' => [ 'name' => 'UpdateEvaluation', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateEvaluationInput', ], 'output' => [ 'shape' => 'UpdateEvaluationOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], 'UpdateMLModel' => [ 'name' => 'UpdateMLModel', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateMLModelInput', ], 'output' => [ 'shape' => 'UpdateMLModelOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], [ 'shape' => 'ResourceNotFoundException', 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], [ 'shape' => 'InternalServerException', 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], ], ], ], 'shapes' => [ 'Algorithm' => [ 'type' => 'string', 'enum' => [ 'sgd', ], ], 'AwsUserArn' => [ 'type' => 'string', 'pattern' => 'arn:aws:iam::[0-9]+:((user/.+)|(root))', ], 'BatchPrediction' => [ 'type' => 'structure', 'members' => [ 'BatchPredictionId' => [ 'shape' => 'EntityId', ], 'MLModelId' => [ 'shape' => 'EntityId', ], 'BatchPredictionDataSourceId' => [ 'shape' => 'EntityId', ], 'InputDataLocationS3' => [ 'shape' => 'S3Url', ], 'CreatedByIamUser' => [ 'shape' => 'AwsUserArn', ], 'CreatedAt' => [ 'shape' => 'EpochTime', ], 'LastUpdatedAt' => [ 'shape' => 'EpochTime', ], 'Name' => [ 'shape' => 'EntityName', ], 'Status' => [ 'shape' => 'EntityStatus', ], 'OutputUri' => [ 'shape' => 'S3Url', ], 'Message' => [ 'shape' => 'Message', ], ], ], 'BatchPredictionFilterVariable' => [ 'type' => 'string', 'enum' => [ 'CreatedAt', 'LastUpdatedAt', 'Status', 'Name', 'IAMUser', 'MLModelId', 'DataSourceId', 'DataURI', ], ], 'BatchPredictions' => [ 'type' => 'list', 'member' => [ 'shape' => 'BatchPrediction', ], ], 'ComparatorValue' => [ 'type' => 'string', 'max' => 1024, 'pattern' => '.*\\S.*|^$', ], 'ComputeStatistics' => [ 'type' => 'boolean', ], 'CreateBatchPredictionInput' => [ 'type' => 'structure', 'required' => [ 'BatchPredictionId', 'MLModelId', 'BatchPredictionDataSourceId', 'OutputUri', ], 'members' => [ 'BatchPredictionId' => [ 'shape' => 'EntityId', ], 'BatchPredictionName' => [ 'shape' => 'EntityName', ], 'MLModelId' => [ 'shape' => 'EntityId', ], 'BatchPredictionDataSourceId' => [ 'shape' => 'EntityId', ], 'OutputUri' => [ 'shape' => 'S3Url', ], ], ], 'CreateBatchPredictionOutput' => [ 'type' => 'structure', 'members' => [ 'BatchPredictionId' => [ 'shape' => 'EntityId', ], ], ], 'CreateDataSourceFromRDSInput' => [ 'type' => 'structure', 'required' => [ 'DataSourceId', 'RDSData', 'RoleARN', ], 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], 'DataSourceName' => [ 'shape' => 'EntityName', ], 'RDSData' => [ 'shape' => 'RDSDataSpec', ], 'RoleARN' => [ 'shape' => 'RoleARN', ], 'ComputeStatistics' => [ 'shape' => 'ComputeStatistics', ], ], ], 'CreateDataSourceFromRDSOutput' => [ 'type' => 'structure', 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], ], ], 'CreateDataSourceFromRedshiftInput' => [ 'type' => 'structure', 'required' => [ 'DataSourceId', 'DataSpec', 'RoleARN', ], 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], 'DataSourceName' => [ 'shape' => 'EntityName', ], 'DataSpec' => [ 'shape' => 'RedshiftDataSpec', ], 'RoleARN' => [ 'shape' => 'RoleARN', ], 'ComputeStatistics' => [ 'shape' => 'ComputeStatistics', ], ], ], 'CreateDataSourceFromRedshiftOutput' => [ 'type' => 'structure', 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], ], ], 'CreateDataSourceFromS3Input' => [ 'type' => 'structure', 'required' => [ 'DataSourceId', 'DataSpec', ], 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], 'DataSourceName' => [ 'shape' => 'EntityName', ], 'DataSpec' => [ 'shape' => 'S3DataSpec', ], 'ComputeStatistics' => [ 'shape' => 'ComputeStatistics', ], ], ], 'CreateDataSourceFromS3Output' => [ 'type' => 'structure', 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], ], ], 'CreateEvaluationInput' => [ 'type' => 'structure', 'required' => [ 'EvaluationId', 'MLModelId', 'EvaluationDataSourceId', ], 'members' => [ 'EvaluationId' => [ 'shape' => 'EntityId', ], 'EvaluationName' => [ 'shape' => 'EntityName', ], 'MLModelId' => [ 'shape' => 'EntityId', ], 'EvaluationDataSourceId' => [ 'shape' => 'EntityId', ], ], ], 'CreateEvaluationOutput' => [ 'type' => 'structure', 'members' => [ 'EvaluationId' => [ 'shape' => 'EntityId', ], ], ], 'CreateMLModelInput' => [ 'type' => 'structure', 'required' => [ 'MLModelId', 'MLModelType', 'TrainingDataSourceId', ], 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], 'MLModelName' => [ 'shape' => 'EntityName', ], 'MLModelType' => [ 'shape' => 'MLModelType', ], 'Parameters' => [ 'shape' => 'TrainingParameters', ], 'TrainingDataSourceId' => [ 'shape' => 'EntityId', ], 'Recipe' => [ 'shape' => 'Recipe', ], 'RecipeUri' => [ 'shape' => 'S3Url', ], ], ], 'CreateMLModelOutput' => [ 'type' => 'structure', 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], ], ], 'CreateRealtimeEndpointInput' => [ 'type' => 'structure', 'required' => [ 'MLModelId', ], 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], ], ], 'CreateRealtimeEndpointOutput' => [ 'type' => 'structure', 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], 'RealtimeEndpointInfo' => [ 'shape' => 'RealtimeEndpointInfo', ], ], ], 'DataRearrangement' => [ 'type' => 'string', ], 'DataSchema' => [ 'type' => 'string', 'max' => 131071, ], 'DataSource' => [ 'type' => 'structure', 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], 'DataLocationS3' => [ 'shape' => 'S3Url', ], 'DataRearrangement' => [ 'shape' => 'DataRearrangement', ], 'CreatedByIamUser' => [ 'shape' => 'AwsUserArn', ], 'CreatedAt' => [ 'shape' => 'EpochTime', ], 'LastUpdatedAt' => [ 'shape' => 'EpochTime', ], 'DataSizeInBytes' => [ 'shape' => 'LongType', ], 'NumberOfFiles' => [ 'shape' => 'LongType', ], 'Name' => [ 'shape' => 'EntityName', ], 'Status' => [ 'shape' => 'EntityStatus', ], 'Message' => [ 'shape' => 'Message', ], 'RedshiftMetadata' => [ 'shape' => 'RedshiftMetadata', ], 'RDSMetadata' => [ 'shape' => 'RDSMetadata', ], 'RoleARN' => [ 'shape' => 'RoleARN', ], 'ComputeStatistics' => [ 'shape' => 'ComputeStatistics', ], ], ], 'DataSourceFilterVariable' => [ 'type' => 'string', 'enum' => [ 'CreatedAt', 'LastUpdatedAt', 'Status', 'Name', 'DataLocationS3', 'IAMUser', ], ], 'DataSources' => [ 'type' => 'list', 'member' => [ 'shape' => 'DataSource', ], ], 'DeleteBatchPredictionInput' => [ 'type' => 'structure', 'required' => [ 'BatchPredictionId', ], 'members' => [ 'BatchPredictionId' => [ 'shape' => 'EntityId', ], ], ], 'DeleteBatchPredictionOutput' => [ 'type' => 'structure', 'members' => [ 'BatchPredictionId' => [ 'shape' => 'EntityId', ], ], ], 'DeleteDataSourceInput' => [ 'type' => 'structure', 'required' => [ 'DataSourceId', ], 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], ], ], 'DeleteDataSourceOutput' => [ 'type' => 'structure', 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], ], ], 'DeleteEvaluationInput' => [ 'type' => 'structure', 'required' => [ 'EvaluationId', ], 'members' => [ 'EvaluationId' => [ 'shape' => 'EntityId', ], ], ], 'DeleteEvaluationOutput' => [ 'type' => 'structure', 'members' => [ 'EvaluationId' => [ 'shape' => 'EntityId', ], ], ], 'DeleteMLModelInput' => [ 'type' => 'structure', 'required' => [ 'MLModelId', ], 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], ], ], 'DeleteMLModelOutput' => [ 'type' => 'structure', 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], ], ], 'DeleteRealtimeEndpointInput' => [ 'type' => 'structure', 'required' => [ 'MLModelId', ], 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], ], ], 'DeleteRealtimeEndpointOutput' => [ 'type' => 'structure', 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], 'RealtimeEndpointInfo' => [ 'shape' => 'RealtimeEndpointInfo', ], ], ], 'DescribeBatchPredictionsInput' => [ 'type' => 'structure', 'members' => [ 'FilterVariable' => [ 'shape' => 'BatchPredictionFilterVariable', ], 'EQ' => [ 'shape' => 'ComparatorValue', ], 'GT' => [ 'shape' => 'ComparatorValue', ], 'LT' => [ 'shape' => 'ComparatorValue', ], 'GE' => [ 'shape' => 'ComparatorValue', ], 'LE' => [ 'shape' => 'ComparatorValue', ], 'NE' => [ 'shape' => 'ComparatorValue', ], 'Prefix' => [ 'shape' => 'ComparatorValue', ], 'SortOrder' => [ 'shape' => 'SortOrder', ], 'NextToken' => [ 'shape' => 'StringType', ], 'Limit' => [ 'shape' => 'PageLimit', ], ], ], 'DescribeBatchPredictionsOutput' => [ 'type' => 'structure', 'members' => [ 'Results' => [ 'shape' => 'BatchPredictions', ], 'NextToken' => [ 'shape' => 'StringType', ], ], ], 'DescribeDataSourcesInput' => [ 'type' => 'structure', 'members' => [ 'FilterVariable' => [ 'shape' => 'DataSourceFilterVariable', ], 'EQ' => [ 'shape' => 'ComparatorValue', ], 'GT' => [ 'shape' => 'ComparatorValue', ], 'LT' => [ 'shape' => 'ComparatorValue', ], 'GE' => [ 'shape' => 'ComparatorValue', ], 'LE' => [ 'shape' => 'ComparatorValue', ], 'NE' => [ 'shape' => 'ComparatorValue', ], 'Prefix' => [ 'shape' => 'ComparatorValue', ], 'SortOrder' => [ 'shape' => 'SortOrder', ], 'NextToken' => [ 'shape' => 'StringType', ], 'Limit' => [ 'shape' => 'PageLimit', ], ], ], 'DescribeDataSourcesOutput' => [ 'type' => 'structure', 'members' => [ 'Results' => [ 'shape' => 'DataSources', ], 'NextToken' => [ 'shape' => 'StringType', ], ], ], 'DescribeEvaluationsInput' => [ 'type' => 'structure', 'members' => [ 'FilterVariable' => [ 'shape' => 'EvaluationFilterVariable', ], 'EQ' => [ 'shape' => 'ComparatorValue', ], 'GT' => [ 'shape' => 'ComparatorValue', ], 'LT' => [ 'shape' => 'ComparatorValue', ], 'GE' => [ 'shape' => 'ComparatorValue', ], 'LE' => [ 'shape' => 'ComparatorValue', ], 'NE' => [ 'shape' => 'ComparatorValue', ], 'Prefix' => [ 'shape' => 'ComparatorValue', ], 'SortOrder' => [ 'shape' => 'SortOrder', ], 'NextToken' => [ 'shape' => 'StringType', ], 'Limit' => [ 'shape' => 'PageLimit', ], ], ], 'DescribeEvaluationsOutput' => [ 'type' => 'structure', 'members' => [ 'Results' => [ 'shape' => 'Evaluations', ], 'NextToken' => [ 'shape' => 'StringType', ], ], ], 'DescribeMLModelsInput' => [ 'type' => 'structure', 'members' => [ 'FilterVariable' => [ 'shape' => 'MLModelFilterVariable', ], 'EQ' => [ 'shape' => 'ComparatorValue', ], 'GT' => [ 'shape' => 'ComparatorValue', ], 'LT' => [ 'shape' => 'ComparatorValue', ], 'GE' => [ 'shape' => 'ComparatorValue', ], 'LE' => [ 'shape' => 'ComparatorValue', ], 'NE' => [ 'shape' => 'ComparatorValue', ], 'Prefix' => [ 'shape' => 'ComparatorValue', ], 'SortOrder' => [ 'shape' => 'SortOrder', ], 'NextToken' => [ 'shape' => 'StringType', ], 'Limit' => [ 'shape' => 'PageLimit', ], ], ], 'DescribeMLModelsOutput' => [ 'type' => 'structure', 'members' => [ 'Results' => [ 'shape' => 'MLModels', ], 'NextToken' => [ 'shape' => 'StringType', ], ], ], 'DetailsAttributes' => [ 'type' => 'string', 'enum' => [ 'PredictiveModelType', 'Algorithm', ], ], 'DetailsMap' => [ 'type' => 'map', 'key' => [ 'shape' => 'DetailsAttributes', ], 'value' => [ 'shape' => 'DetailsValue', ], ], 'DetailsValue' => [ 'type' => 'string', 'min' => 1, ], 'EDPPipelineId' => [ 'type' => 'string', 'max' => 1024, 'min' => 1, ], 'EDPResourceRole' => [ 'type' => 'string', 'max' => 64, 'min' => 1, ], 'EDPSecurityGroupId' => [ 'type' => 'string', 'max' => 255, 'min' => 1, ], 'EDPSecurityGroupIds' => [ 'type' => 'list', 'member' => [ 'shape' => 'EDPSecurityGroupId', ], ], 'EDPServiceRole' => [ 'type' => 'string', 'max' => 64, 'min' => 1, ], 'EDPSubnetId' => [ 'type' => 'string', 'max' => 255, 'min' => 1, ], 'EntityId' => [ 'type' => 'string', 'max' => 64, 'min' => 1, 'pattern' => '[a-zA-Z0-9_.-]+', ], 'EntityName' => [ 'type' => 'string', 'max' => 1024, 'pattern' => '.*\\S.*|^$', ], 'EntityStatus' => [ 'type' => 'string', 'enum' => [ 'PENDING', 'INPROGRESS', 'FAILED', 'COMPLETED', 'DELETED', ], ], 'EpochTime' => [ 'type' => 'timestamp', ], 'ErrorCode' => [ 'type' => 'integer', ], 'ErrorMessage' => [ 'type' => 'string', 'max' => 2048, ], 'Evaluation' => [ 'type' => 'structure', 'members' => [ 'EvaluationId' => [ 'shape' => 'EntityId', ], 'MLModelId' => [ 'shape' => 'EntityId', ], 'EvaluationDataSourceId' => [ 'shape' => 'EntityId', ], 'InputDataLocationS3' => [ 'shape' => 'S3Url', ], 'CreatedByIamUser' => [ 'shape' => 'AwsUserArn', ], 'CreatedAt' => [ 'shape' => 'EpochTime', ], 'LastUpdatedAt' => [ 'shape' => 'EpochTime', ], 'Name' => [ 'shape' => 'EntityName', ], 'Status' => [ 'shape' => 'EntityStatus', ], 'PerformanceMetrics' => [ 'shape' => 'PerformanceMetrics', ], 'Message' => [ 'shape' => 'Message', ], ], ], 'EvaluationFilterVariable' => [ 'type' => 'string', 'enum' => [ 'CreatedAt', 'LastUpdatedAt', 'Status', 'Name', 'IAMUser', 'MLModelId', 'DataSourceId', 'DataURI', ], ], 'Evaluations' => [ 'type' => 'list', 'member' => [ 'shape' => 'Evaluation', ], ], 'GetBatchPredictionInput' => [ 'type' => 'structure', 'required' => [ 'BatchPredictionId', ], 'members' => [ 'BatchPredictionId' => [ 'shape' => 'EntityId', ], ], ], 'GetBatchPredictionOutput' => [ 'type' => 'structure', 'members' => [ 'BatchPredictionId' => [ 'shape' => 'EntityId', ], 'MLModelId' => [ 'shape' => 'EntityId', ], 'BatchPredictionDataSourceId' => [ 'shape' => 'EntityId', ], 'InputDataLocationS3' => [ 'shape' => 'S3Url', ], 'CreatedByIamUser' => [ 'shape' => 'AwsUserArn', ], 'CreatedAt' => [ 'shape' => 'EpochTime', ], 'LastUpdatedAt' => [ 'shape' => 'EpochTime', ], 'Name' => [ 'shape' => 'EntityName', ], 'Status' => [ 'shape' => 'EntityStatus', ], 'OutputUri' => [ 'shape' => 'S3Url', ], 'LogUri' => [ 'shape' => 'PresignedS3Url', ], 'Message' => [ 'shape' => 'Message', ], ], ], 'GetDataSourceInput' => [ 'type' => 'structure', 'required' => [ 'DataSourceId', ], 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], 'Verbose' => [ 'shape' => 'Verbose', ], ], ], 'GetDataSourceOutput' => [ 'type' => 'structure', 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], 'DataLocationS3' => [ 'shape' => 'S3Url', ], 'DataRearrangement' => [ 'shape' => 'DataRearrangement', ], 'CreatedByIamUser' => [ 'shape' => 'AwsUserArn', ], 'CreatedAt' => [ 'shape' => 'EpochTime', ], 'LastUpdatedAt' => [ 'shape' => 'EpochTime', ], 'DataSizeInBytes' => [ 'shape' => 'LongType', ], 'NumberOfFiles' => [ 'shape' => 'LongType', ], 'Name' => [ 'shape' => 'EntityName', ], 'Status' => [ 'shape' => 'EntityStatus', ], 'LogUri' => [ 'shape' => 'PresignedS3Url', ], 'Message' => [ 'shape' => 'Message', ], 'RedshiftMetadata' => [ 'shape' => 'RedshiftMetadata', ], 'RDSMetadata' => [ 'shape' => 'RDSMetadata', ], 'RoleARN' => [ 'shape' => 'RoleARN', ], 'ComputeStatistics' => [ 'shape' => 'ComputeStatistics', ], 'DataSourceSchema' => [ 'shape' => 'DataSchema', ], ], ], 'GetEvaluationInput' => [ 'type' => 'structure', 'required' => [ 'EvaluationId', ], 'members' => [ 'EvaluationId' => [ 'shape' => 'EntityId', ], ], ], 'GetEvaluationOutput' => [ 'type' => 'structure', 'members' => [ 'EvaluationId' => [ 'shape' => 'EntityId', ], 'MLModelId' => [ 'shape' => 'EntityId', ], 'EvaluationDataSourceId' => [ 'shape' => 'EntityId', ], 'InputDataLocationS3' => [ 'shape' => 'S3Url', ], 'CreatedByIamUser' => [ 'shape' => 'AwsUserArn', ], 'CreatedAt' => [ 'shape' => 'EpochTime', ], 'LastUpdatedAt' => [ 'shape' => 'EpochTime', ], 'Name' => [ 'shape' => 'EntityName', ], 'Status' => [ 'shape' => 'EntityStatus', ], 'PerformanceMetrics' => [ 'shape' => 'PerformanceMetrics', ], 'LogUri' => [ 'shape' => 'PresignedS3Url', ], 'Message' => [ 'shape' => 'Message', ], ], ], 'GetMLModelInput' => [ 'type' => 'structure', 'required' => [ 'MLModelId', ], 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], 'Verbose' => [ 'shape' => 'Verbose', ], ], ], 'GetMLModelOutput' => [ 'type' => 'structure', 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], 'TrainingDataSourceId' => [ 'shape' => 'EntityId', ], 'CreatedByIamUser' => [ 'shape' => 'AwsUserArn', ], 'CreatedAt' => [ 'shape' => 'EpochTime', ], 'LastUpdatedAt' => [ 'shape' => 'EpochTime', ], 'Name' => [ 'shape' => 'MLModelName', ], 'Status' => [ 'shape' => 'EntityStatus', ], 'SizeInBytes' => [ 'shape' => 'LongType', ], 'EndpointInfo' => [ 'shape' => 'RealtimeEndpointInfo', ], 'TrainingParameters' => [ 'shape' => 'TrainingParameters', ], 'InputDataLocationS3' => [ 'shape' => 'S3Url', ], 'MLModelType' => [ 'shape' => 'MLModelType', ], 'ScoreThreshold' => [ 'shape' => 'ScoreThreshold', ], 'ScoreThresholdLastUpdatedAt' => [ 'shape' => 'EpochTime', ], 'LogUri' => [ 'shape' => 'PresignedS3Url', ], 'Message' => [ 'shape' => 'Message', ], 'Recipe' => [ 'shape' => 'Recipe', ], 'Schema' => [ 'shape' => 'DataSchema', ], ], ], 'IdempotentParameterMismatchException' => [ 'type' => 'structure', 'members' => [ 'message' => [ 'shape' => 'ErrorMessage', ], 'code' => [ 'shape' => 'ErrorCode', ], ], 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], 'IntegerType' => [ 'type' => 'integer', ], 'InternalServerException' => [ 'type' => 'structure', 'members' => [ 'message' => [ 'shape' => 'ErrorMessage', ], 'code' => [ 'shape' => 'ErrorCode', ], ], 'error' => [ 'httpStatusCode' => 500, ], 'exception' => true, 'fault' => true, ], 'InvalidInputException' => [ 'type' => 'structure', 'members' => [ 'message' => [ 'shape' => 'ErrorMessage', ], 'code' => [ 'shape' => 'ErrorCode', ], ], 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], 'Label' => [ 'type' => 'string', 'min' => 1, ], 'LimitExceededException' => [ 'type' => 'structure', 'members' => [ 'message' => [ 'shape' => 'ErrorMessage', ], 'code' => [ 'shape' => 'ErrorCode', ], ], 'error' => [ 'httpStatusCode' => 417, ], 'exception' => true, ], 'LongType' => [ 'type' => 'long', ], 'MLModel' => [ 'type' => 'structure', 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], 'TrainingDataSourceId' => [ 'shape' => 'EntityId', ], 'CreatedByIamUser' => [ 'shape' => 'AwsUserArn', ], 'CreatedAt' => [ 'shape' => 'EpochTime', ], 'LastUpdatedAt' => [ 'shape' => 'EpochTime', ], 'Name' => [ 'shape' => 'MLModelName', ], 'Status' => [ 'shape' => 'EntityStatus', ], 'SizeInBytes' => [ 'shape' => 'LongType', ], 'EndpointInfo' => [ 'shape' => 'RealtimeEndpointInfo', ], 'TrainingParameters' => [ 'shape' => 'TrainingParameters', ], 'InputDataLocationS3' => [ 'shape' => 'S3Url', ], 'Algorithm' => [ 'shape' => 'Algorithm', ], 'MLModelType' => [ 'shape' => 'MLModelType', ], 'ScoreThreshold' => [ 'shape' => 'ScoreThreshold', ], 'ScoreThresholdLastUpdatedAt' => [ 'shape' => 'EpochTime', ], 'Message' => [ 'shape' => 'Message', ], ], ], 'MLModelFilterVariable' => [ 'type' => 'string', 'enum' => [ 'CreatedAt', 'LastUpdatedAt', 'Status', 'Name', 'IAMUser', 'TrainingDataSourceId', 'RealtimeEndpointStatus', 'MLModelType', 'Algorithm', 'TrainingDataURI', ], ], 'MLModelName' => [ 'type' => 'string', 'max' => 1024, ], 'MLModelType' => [ 'type' => 'string', 'enum' => [ 'REGRESSION', 'BINARY', 'MULTICLASS', ], ], 'MLModels' => [ 'type' => 'list', 'member' => [ 'shape' => 'MLModel', ], ], 'Message' => [ 'type' => 'string', 'max' => 10240, ], 'PageLimit' => [ 'type' => 'integer', 'max' => 100, 'min' => 1, ], 'PerformanceMetrics' => [ 'type' => 'structure', 'members' => [ 'Properties' => [ 'shape' => 'PerformanceMetricsProperties', ], ], ], 'PerformanceMetricsProperties' => [ 'type' => 'map', 'key' => [ 'shape' => 'PerformanceMetricsPropertyKey', ], 'value' => [ 'shape' => 'PerformanceMetricsPropertyValue', ], ], 'PerformanceMetricsPropertyKey' => [ 'type' => 'string', ], 'PerformanceMetricsPropertyValue' => [ 'type' => 'string', ], 'PredictInput' => [ 'type' => 'structure', 'required' => [ 'MLModelId', 'Record', 'PredictEndpoint', ], 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], 'Record' => [ 'shape' => 'Record', ], 'PredictEndpoint' => [ 'shape' => 'VipURL', ], ], ], 'PredictOutput' => [ 'type' => 'structure', 'members' => [ 'Prediction' => [ 'shape' => 'Prediction', ], ], ], 'Prediction' => [ 'type' => 'structure', 'members' => [ 'predictedLabel' => [ 'shape' => 'Label', ], 'predictedValue' => [ 'shape' => 'floatLabel', ], 'predictedScores' => [ 'shape' => 'ScoreValuePerLabelMap', ], 'details' => [ 'shape' => 'DetailsMap', ], ], ], 'PredictorNotMountedException' => [ 'type' => 'structure', 'members' => [ 'message' => [ 'shape' => 'ErrorMessage', ], ], 'error' => [ 'httpStatusCode' => 400, ], 'exception' => true, ], 'PresignedS3Url' => [ 'type' => 'string', ], 'RDSDataSpec' => [ 'type' => 'structure', 'required' => [ 'DatabaseInformation', 'SelectSqlQuery', 'DatabaseCredentials', 'S3StagingLocation', 'ResourceRole', 'ServiceRole', 'SubnetId', 'SecurityGroupIds', ], 'members' => [ 'DatabaseInformation' => [ 'shape' => 'RDSDatabase', ], 'SelectSqlQuery' => [ 'shape' => 'RDSSelectSqlQuery', ], 'DatabaseCredentials' => [ 'shape' => 'RDSDatabaseCredentials', ], 'S3StagingLocation' => [ 'shape' => 'S3Url', ], 'DataRearrangement' => [ 'shape' => 'DataRearrangement', ], 'DataSchema' => [ 'shape' => 'DataSchema', ], 'DataSchemaUri' => [ 'shape' => 'S3Url', ], 'ResourceRole' => [ 'shape' => 'EDPResourceRole', ], 'ServiceRole' => [ 'shape' => 'EDPServiceRole', ], 'SubnetId' => [ 'shape' => 'EDPSubnetId', ], 'SecurityGroupIds' => [ 'shape' => 'EDPSecurityGroupIds', ], ], ], 'RDSDatabase' => [ 'type' => 'structure', 'required' => [ 'InstanceIdentifier', 'DatabaseName', ], 'members' => [ 'InstanceIdentifier' => [ 'shape' => 'RDSInstanceIdentifier', ], 'DatabaseName' => [ 'shape' => 'RDSDatabaseName', ], ], ], 'RDSDatabaseCredentials' => [ 'type' => 'structure', 'required' => [ 'Username', 'Password', ], 'members' => [ 'Username' => [ 'shape' => 'RDSDatabaseUsername', ], 'Password' => [ 'shape' => 'RDSDatabasePassword', ], ], ], 'RDSDatabaseName' => [ 'type' => 'string', 'max' => 64, 'min' => 1, ], 'RDSDatabasePassword' => [ 'type' => 'string', 'max' => 128, 'min' => 8, ], 'RDSDatabaseUsername' => [ 'type' => 'string', 'max' => 128, 'min' => 1, ], 'RDSInstanceIdentifier' => [ 'type' => 'string', 'max' => 63, 'min' => 1, 'pattern' => '[a-z0-9-]+', ], 'RDSMetadata' => [ 'type' => 'structure', 'members' => [ 'Database' => [ 'shape' => 'RDSDatabase', ], 'DatabaseUserName' => [ 'shape' => 'RDSDatabaseUsername', ], 'SelectSqlQuery' => [ 'shape' => 'RDSSelectSqlQuery', ], 'ResourceRole' => [ 'shape' => 'EDPResourceRole', ], 'ServiceRole' => [ 'shape' => 'EDPServiceRole', ], 'DataPipelineId' => [ 'shape' => 'EDPPipelineId', ], ], ], 'RDSSelectSqlQuery' => [ 'type' => 'string', 'max' => 16777216, 'min' => 1, ], 'RealtimeEndpointInfo' => [ 'type' => 'structure', 'members' => [ 'PeakRequestsPerSecond' => [ 'shape' => 'IntegerType', ], 'CreatedAt' => [ 'shape' => 'EpochTime', ], 'EndpointUrl' => [ 'shape' => 'VipURL', ], 'EndpointStatus' => [ 'shape' => 'RealtimeEndpointStatus', ], ], ], 'RealtimeEndpointStatus' => [ 'type' => 'string', 'enum' => [ 'NONE', 'READY', 'UPDATING', 'FAILED', ], ], 'Recipe' => [ 'type' => 'string', 'max' => 131071, ], 'Record' => [ 'type' => 'map', 'key' => [ 'shape' => 'VariableName', ], 'value' => [ 'shape' => 'VariableValue', ], ], 'RedshiftClusterIdentifier' => [ 'type' => 'string', 'max' => 63, 'min' => 1, 'pattern' => '[a-z0-9-]+', ], 'RedshiftDataSpec' => [ 'type' => 'structure', 'required' => [ 'DatabaseInformation', 'SelectSqlQuery', 'DatabaseCredentials', 'S3StagingLocation', ], 'members' => [ 'DatabaseInformation' => [ 'shape' => 'RedshiftDatabase', ], 'SelectSqlQuery' => [ 'shape' => 'RedshiftSelectSqlQuery', ], 'DatabaseCredentials' => [ 'shape' => 'RedshiftDatabaseCredentials', ], 'S3StagingLocation' => [ 'shape' => 'S3Url', ], 'DataRearrangement' => [ 'shape' => 'DataRearrangement', ], 'DataSchema' => [ 'shape' => 'DataSchema', ], 'DataSchemaUri' => [ 'shape' => 'S3Url', ], ], ], 'RedshiftDatabase' => [ 'type' => 'structure', 'required' => [ 'DatabaseName', 'ClusterIdentifier', ], 'members' => [ 'DatabaseName' => [ 'shape' => 'RedshiftDatabaseName', ], 'ClusterIdentifier' => [ 'shape' => 'RedshiftClusterIdentifier', ], ], ], 'RedshiftDatabaseCredentials' => [ 'type' => 'structure', 'required' => [ 'Username', 'Password', ], 'members' => [ 'Username' => [ 'shape' => 'RedshiftDatabaseUsername', ], 'Password' => [ 'shape' => 'RedshiftDatabasePassword', ], ], ], 'RedshiftDatabaseName' => [ 'type' => 'string', 'max' => 64, 'min' => 1, 'pattern' => '[a-z0-9]+', ], 'RedshiftDatabasePassword' => [ 'type' => 'string', 'max' => 64, 'min' => 8, ], 'RedshiftDatabaseUsername' => [ 'type' => 'string', 'max' => 128, 'min' => 1, ], 'RedshiftMetadata' => [ 'type' => 'structure', 'members' => [ 'RedshiftDatabase' => [ 'shape' => 'RedshiftDatabase', ], 'DatabaseUserName' => [ 'shape' => 'RedshiftDatabaseUsername', ], 'SelectSqlQuery' => [ 'shape' => 'RedshiftSelectSqlQuery', ], ], ], 'RedshiftSelectSqlQuery' => [ 'type' => 'string', 'max' => 16777216, 'min' => 1, ], 'ResourceNotFoundException' => [ 'type' => 'structure', 'members' => [ 'message' => [ 'shape' => 'ErrorMessage', ], 'code' => [ 'shape' => 'ErrorCode', ], ], 'error' => [ 'httpStatusCode' => 404, ], 'exception' => true, ], 'RoleARN' => [ 'type' => 'string', 'max' => 100, 'min' => 1, ], 'S3DataSpec' => [ 'type' => 'structure', 'required' => [ 'DataLocationS3', ], 'members' => [ 'DataLocationS3' => [ 'shape' => 'S3Url', ], 'DataRearrangement' => [ 'shape' => 'DataRearrangement', ], 'DataSchema' => [ 'shape' => 'DataSchema', ], 'DataSchemaLocationS3' => [ 'shape' => 'S3Url', ], ], ], 'S3Url' => [ 'type' => 'string', 'max' => 2048, 'pattern' => 's3://([^/]+)(/.*)?', ], 'ScoreThreshold' => [ 'type' => 'float', ], 'ScoreValue' => [ 'type' => 'float', ], 'ScoreValuePerLabelMap' => [ 'type' => 'map', 'key' => [ 'shape' => 'Label', ], 'value' => [ 'shape' => 'ScoreValue', ], ], 'SortOrder' => [ 'type' => 'string', 'enum' => [ 'asc', 'dsc', ], ], 'StringType' => [ 'type' => 'string', ], 'TrainingParameters' => [ 'type' => 'map', 'key' => [ 'shape' => 'StringType', ], 'value' => [ 'shape' => 'StringType', ], ], 'UpdateBatchPredictionInput' => [ 'type' => 'structure', 'required' => [ 'BatchPredictionId', 'BatchPredictionName', ], 'members' => [ 'BatchPredictionId' => [ 'shape' => 'EntityId', ], 'BatchPredictionName' => [ 'shape' => 'EntityName', ], ], ], 'UpdateBatchPredictionOutput' => [ 'type' => 'structure', 'members' => [ 'BatchPredictionId' => [ 'shape' => 'EntityId', ], ], ], 'UpdateDataSourceInput' => [ 'type' => 'structure', 'required' => [ 'DataSourceId', 'DataSourceName', ], 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], 'DataSourceName' => [ 'shape' => 'EntityName', ], ], ], 'UpdateDataSourceOutput' => [ 'type' => 'structure', 'members' => [ 'DataSourceId' => [ 'shape' => 'EntityId', ], ], ], 'UpdateEvaluationInput' => [ 'type' => 'structure', 'required' => [ 'EvaluationId', 'EvaluationName', ], 'members' => [ 'EvaluationId' => [ 'shape' => 'EntityId', ], 'EvaluationName' => [ 'shape' => 'EntityName', ], ], ], 'UpdateEvaluationOutput' => [ 'type' => 'structure', 'members' => [ 'EvaluationId' => [ 'shape' => 'EntityId', ], ], ], 'UpdateMLModelInput' => [ 'type' => 'structure', 'required' => [ 'MLModelId', ], 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], 'MLModelName' => [ 'shape' => 'EntityName', ], 'ScoreThreshold' => [ 'shape' => 'ScoreThreshold', ], ], ], 'UpdateMLModelOutput' => [ 'type' => 'structure', 'members' => [ 'MLModelId' => [ 'shape' => 'EntityId', ], ], ], 'VariableName' => [ 'type' => 'string', ], 'VariableValue' => [ 'type' => 'string', ], 'Verbose' => [ 'type' => 'boolean', ], 'VipURL' => [ 'type' => 'string', 'max' => 2048, 'pattern' => 'https://[a-zA-Z0-9-.]*\\.amazon(aws)?\\.com[/]?', ], 'floatLabel' => [ 'type' => 'float', ], ],];
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