<?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', 'protocols' => [ 'json', ], 'serviceFullName' => 'Amazon Machine Learning', 'serviceId' => 'Machine Learning', 'signatureVersion' => 'v4', 'targetPrefix' => 'AmazonML_20141212', 'uid' => 'machinelearning-2014-12-12', 'auth' => [ 'aws.auth#sigv4', ], ], 'operations' => [ 'AddTags' => [ 'name' => 'AddTags', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'AddTagsInput', ], 'output' => [ 'shape' => 'AddTagsOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'InvalidTagException', ], [ 'shape' => 'TagLimitExceededException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'CreateBatchPrediction' => [ 'name' => 'CreateBatchPrediction', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateBatchPredictionInput', ], 'output' => [ 'shape' => 'CreateBatchPredictionOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'IdempotentParameterMismatchException', ], ], ], 'CreateDataSourceFromRDS' => [ 'name' => 'CreateDataSourceFromRDS', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateDataSourceFromRDSInput', ], 'output' => [ 'shape' => 'CreateDataSourceFromRDSOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'IdempotentParameterMismatchException', ], ], ], 'CreateDataSourceFromRedshift' => [ 'name' => 'CreateDataSourceFromRedshift', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateDataSourceFromRedshiftInput', ], 'output' => [ 'shape' => 'CreateDataSourceFromRedshiftOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'IdempotentParameterMismatchException', ], ], ], 'CreateDataSourceFromS3' => [ 'name' => 'CreateDataSourceFromS3', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateDataSourceFromS3Input', ], 'output' => [ 'shape' => 'CreateDataSourceFromS3Output', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'IdempotentParameterMismatchException', ], ], ], 'CreateEvaluation' => [ 'name' => 'CreateEvaluation', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateEvaluationInput', ], 'output' => [ 'shape' => 'CreateEvaluationOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'IdempotentParameterMismatchException', ], ], ], 'CreateMLModel' => [ 'name' => 'CreateMLModel', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateMLModelInput', ], 'output' => [ 'shape' => 'CreateMLModelOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'IdempotentParameterMismatchException', ], ], ], 'CreateRealtimeEndpoint' => [ 'name' => 'CreateRealtimeEndpoint', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'CreateRealtimeEndpointInput', ], 'output' => [ 'shape' => 'CreateRealtimeEndpointOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DeleteBatchPrediction' => [ 'name' => 'DeleteBatchPrediction', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteBatchPredictionInput', ], 'output' => [ 'shape' => 'DeleteBatchPredictionOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DeleteDataSource' => [ 'name' => 'DeleteDataSource', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteDataSourceInput', ], 'output' => [ 'shape' => 'DeleteDataSourceOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DeleteEvaluation' => [ 'name' => 'DeleteEvaluation', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteEvaluationInput', ], 'output' => [ 'shape' => 'DeleteEvaluationOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DeleteMLModel' => [ 'name' => 'DeleteMLModel', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteMLModelInput', ], 'output' => [ 'shape' => 'DeleteMLModelOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DeleteRealtimeEndpoint' => [ 'name' => 'DeleteRealtimeEndpoint', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteRealtimeEndpointInput', ], 'output' => [ 'shape' => 'DeleteRealtimeEndpointOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DeleteTags' => [ 'name' => 'DeleteTags', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DeleteTagsInput', ], 'output' => [ 'shape' => 'DeleteTagsOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'InvalidTagException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DescribeBatchPredictions' => [ 'name' => 'DescribeBatchPredictions', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribeBatchPredictionsInput', ], 'output' => [ 'shape' => 'DescribeBatchPredictionsOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DescribeDataSources' => [ 'name' => 'DescribeDataSources', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribeDataSourcesInput', ], 'output' => [ 'shape' => 'DescribeDataSourcesOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DescribeEvaluations' => [ 'name' => 'DescribeEvaluations', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribeEvaluationsInput', ], 'output' => [ 'shape' => 'DescribeEvaluationsOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DescribeMLModels' => [ 'name' => 'DescribeMLModels', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribeMLModelsInput', ], 'output' => [ 'shape' => 'DescribeMLModelsOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'InternalServerException', ], ], ], 'DescribeTags' => [ 'name' => 'DescribeTags', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'DescribeTagsInput', ], 'output' => [ 'shape' => 'DescribeTagsOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'GetBatchPrediction' => [ 'name' => 'GetBatchPrediction', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetBatchPredictionInput', ], 'output' => [ 'shape' => 'GetBatchPredictionOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'GetDataSource' => [ 'name' => 'GetDataSource', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetDataSourceInput', ], 'output' => [ 'shape' => 'GetDataSourceOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'GetEvaluation' => [ 'name' => 'GetEvaluation', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetEvaluationInput', ], 'output' => [ 'shape' => 'GetEvaluationOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'GetMLModel' => [ 'name' => 'GetMLModel', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'GetMLModelInput', ], 'output' => [ 'shape' => 'GetMLModelOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'Predict' => [ 'name' => 'Predict', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'PredictInput', ], 'output' => [ 'shape' => 'PredictOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'LimitExceededException', ], [ 'shape' => 'InternalServerException', ], [ 'shape' => 'PredictorNotMountedException', ], ], ], 'UpdateBatchPrediction' => [ 'name' => 'UpdateBatchPrediction', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateBatchPredictionInput', ], 'output' => [ 'shape' => 'UpdateBatchPredictionOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'UpdateDataSource' => [ 'name' => 'UpdateDataSource', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateDataSourceInput', ], 'output' => [ 'shape' => 'UpdateDataSourceOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'UpdateEvaluation' => [ 'name' => 'UpdateEvaluation', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateEvaluationInput', ], 'output' => [ 'shape' => 'UpdateEvaluationOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], 'UpdateMLModel' => [ 'name' => 'UpdateMLModel', 'http' => [ 'method' => 'POST', 'requestUri' => '/', ], 'input' => [ 'shape' => 'UpdateMLModelInput', ], 'output' => [ 'shape' => 'UpdateMLModelOutput', ], 'errors' => [ [ 'shape' => 'InvalidInputException', ], [ 'shape' => 'ResourceNotFoundException', ], [ 'shape' => 'InternalServerException', ], ], ], ], 'shapes' => [ 'AddTagsInput' => [ 'type' => 'structure', 'required' => [ 'Tags', 'ResourceId', 'ResourceType', ], 'members' => [ 'Tags' => [ 'shape' => 'TagList', ], 'ResourceId' => [ 'shape' => 'EntityId', ], 'ResourceType' => [ 'shape' => 'TaggableResourceType', ], ], ], 'AddTagsOutput' => [ 'type' => 'structure', 'members' => [ 'ResourceId' => [ 'shape' => 'EntityId', ], 'ResourceType' => [ 'shape' => 'TaggableResourceType', ], ], ], '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', ], 'ComputeTime' => [ 'shape' => 'LongType', ], 'FinishedAt' => [ 'shape' => 'EpochTime', ], 'StartedAt' => [ 'shape' => 'EpochTime', ], 'TotalRecordCount' => [ 'shape' => 'LongType', ], 'InvalidRecordCount' => [ 'shape' => 'LongType', ], ], ], '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' => 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=> [ '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', ], 'ComputeTime' => [ 'shape' => 'LongType', ], 'FinishedAt' => [ 'shape' => 'EpochTime', ], 'StartedAt' => [ 'shape' => 'EpochTime', ], ], ], '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', ], ], ], 'DeleteTagsInput' => [ 'type' => 'structure', 'required' => [ 'TagKeys', 'ResourceId', 'ResourceType', ], 'members' => [ 'TagKeys' => [ 'shape' => 'TagKeyList', ], 'ResourceId' => [ 'shape' => 'EntityId', ], 'ResourceType' => [ 'shape' => 'TaggableResourceType', ], ], ], 'DeleteTagsOutput' => [ 'type' => 'structure', 'members' => [ 'ResourceId' => [ 'shape' => 'EntityId', ], 'ResourceType' => [ 'shape' => 'TaggableResourceType', ], ], ], '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' 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