prowler-sdk-poc

{ "version": "2.0", "metadata": { "apiVersion": "2018-06-26", "endpointPrefix": "forecast", "jsonVersion": "1.1", "protocol": "json", "serviceFullName": "Amazon Forecast Service", "serviceId": "forecast", "signatureVersion": "v4", "signingName": "forecast", "targetPrefix": "AmazonForecast", "uid": "forecast-2018-06-26" }, "operations": { "CreateDataset": { "input": { "type": "structure", "required": [ "DatasetName", "Domain", "DatasetType", "Schema" ], "members": { "DatasetName": {}, "Domain": {}, "DatasetType": {}, "DataFrequency": {}, "Schema": { "shape": "S6" }, "EncryptionConfig": { "shape": "Sa" }, "Tags": { "shape": "Sd" } } }, "output": { "type": "structure", "members": { "DatasetArn": {} } } }, "CreateDatasetGroup": { "input": { "type": "structure", "required": [ "DatasetGroupName", "Domain" ], "members": { "DatasetGroupName": {}, "Domain": {}, "DatasetArns": { "shape": "Sj" }, "Tags": { "shape": "Sd" } } }, "output": { "type": "structure", "members": { "DatasetGroupArn": {} } 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"output": { "type": "structure", "members": { "ForecastExportJobArn": {} } } }, "CreatePredictor": { "input": { "type": "structure", "required": [ "PredictorName", "ForecastHorizon", "InputDataConfig", "FeaturizationConfig" ], "members": { "PredictorName": {}, "AlgorithmArn": {}, "ForecastHorizon": { "type": "integer" }, "ForecastTypes": { "shape": "Sv" }, "PerformAutoML": { "type": "boolean" }, "AutoMLOverrideStrategy": {}, "PerformHPO": { "type": "boolean" }, "TrainingParameters": { "shape": "S15" }, "EvaluationParameters": { "shape": "S18" }, "HPOConfig": { "shape": "S19" }, "InputDataConfig": { "shape": "S1l" }, "FeaturizationConfig": { "shape": "S1o" }, "EncryptionConfig": { "shape": "Sa" }, "Tags": { "shape": "Sd" }, "OptimizationMetric": {} } }, "output": { "type": "structure", "members": { "PredictorArn": {} } } }, "CreatePredictorBacktestExportJob": { "input": { "type": "structure", "required": [ "PredictorBacktestExportJobName", "PredictorArn", "Destination" ], "members": { "PredictorBacktestExportJobName": {}, "PredictorArn": {}, "Destination": { "shape": "Sz" }, "Tags": { "shape": "Sd" } } }, "output": { "type": "structure", "members": { "PredictorBacktestExportJobArn": {} } } }, "DeleteDataset": { "input": { "type": "structure", "required": [ "DatasetArn" ], "members": { "DatasetArn": {} } }, "idempotent": true }, "DeleteDatasetGroup": { "input": { "type": "structure", "required": [ "DatasetGroupArn" ], "members": { "DatasetGroupArn": {} } }, "idempotent": true }, "DeleteDatasetImportJob": { "input": { "type": "structure", "required": [ "DatasetImportJobArn" ], "members": { "DatasetImportJobArn": {} } }, "idempotent": true }, "DeleteForecast": { "input": { "type": "structure", "required": [ "ForecastArn" ], "members": { "ForecastArn": {} } }, "idempotent": true }, "DeleteForecastExportJob": { "input": { "type": "structure", "required": [ "ForecastExportJobArn" ], "members": { "ForecastExportJobArn": {} } }, "idempotent": true }, "DeletePredictor": { "input": { "type": "structure", "required": [ "PredictorArn" ], "members": { "PredictorArn": {} } }, "idempotent": true }, "DeletePredictorBacktestExportJob": { "input": { "type": "structure", "required": [ "PredictorBacktestExportJobArn" ], "members": { "PredictorBacktestExportJobArn": {} } }, "idempotent": true }, "DeleteResourceTree": { "input": { "type": "structure", "required": [ "ResourceArn" ], "members": { "ResourceArn": {} } }, "idempotent": true }, "DescribeDataset": { "input": { "type": "structure", "required": [ "DatasetArn" ], "members": { "DatasetArn": {} } }, "output": { "type": "structure", "members": { "DatasetArn": {}, "DatasetName": {}, "Domain": {}, "DatasetType": {}, "DataFrequency": {}, "Schema": { "shape": "S6" }, "EncryptionConfig": { "shape": "Sa" }, "Status": {}, "CreationTime": { "type": "timestamp" }, "LastModificationTime": { "type": "timestamp" } } }, "idempotent": true }, "DescribeDatasetGroup": { "input": { "type": "structure", "required": [ "DatasetGroupArn" ], "members": { "DatasetGroupArn": {} } }, "output": { "type": "structure", "members": { "DatasetGroupName": {}, "DatasetGroupArn": {}, "DatasetArns": { "shape": "Sj" }, "Domain": {}, "Status": {}, "CreationTime": { "type": "timestamp" }, "LastModificationTime": { "type": "timestamp" } } }, "idempotent": true }, "DescribeDatasetImportJob": { "input": { "type": "structure", "required": [ "DatasetImportJobArn" ], "members": { "DatasetImportJobArn": {} } }, "output": { "type": "structure", "members": { "DatasetImportJobName": {}, "DatasetImportJobArn": {}, "DatasetArn": {}, "TimestampFormat": {}, "TimeZone": {}, "UseGeolocationForTimeZone": { "type": "boolean" }, "GeolocationFormat": {}, "DataSource": { "shape": "Sm" }, "EstimatedTimeRemainingInMinutes": { "type": "long" }, "FieldStatistics": { "type": "map", "key": {}, "value": { "type": "structure", "members": { "Count": { "type": "integer" }, "CountDistinct": { "type": "integer" }, "CountNull": { "type": "integer" }, "CountNan": { "type": "integer" }, "Min": {}, "Max": {}, "Avg": { "type": "double" }, "Stddev": { "type": "double" }, "CountLong": { "type": "long" }, "CountDistinctLong": { "type": "long" }, "CountNullLong": { "type": "long" }, "CountNanLong": { "type": "long" } } } }, "DataSize": { "type": "double" }, "Status": {}, "Message": {}, "CreationTime": { "type": "timestamp" }, "LastModificationTime": { "type": "timestamp" } } }, "idempotent": true }, "DescribeForecast": { "input": { "type": "structure", "required": [ "ForecastArn" ], "members": { "ForecastArn": {} } }, "output": { "type": "structure", "members": { "ForecastArn": {}, "ForecastName": {}, "ForecastTypes": { "shape": "Sv" }, "PredictorArn": {}, "DatasetGroupArn": {}, "EstimatedTimeRemainingInMinutes": { "type": "long" }, "Status": {}, "Message": {}, "CreationTime": { "type": "timestamp" }, "LastModificationTime": { "type": "timestamp" } } }, "idempotent": true }, "DescribeForecastExportJob": { "input": { "type": "structure", "required": [ "ForecastExportJobArn" ], "members": { "ForecastExportJobArn": {} } }, "output": { "type": "structure", "members": { "ForecastExportJobArn": {}, "ForecastExportJobName": {}, "ForecastArn": {}, "Destination": { "shape": "Sz" }, "Message": {}, "Status": {}, "CreationTime": { "type": "timestamp" }, "LastModificationTime": { "type": "timestamp" } } }, "idempotent": true }, "DescribePredictor": { "input": { "type": "structure", "required": [ "PredictorArn" ], "members": { "PredictorArn": {} } }, "output": { "type": "structure", "members": { "PredictorArn": {}, "PredictorName": {}, "AlgorithmArn": {}, "ForecastHorizon": { "type": "integer" }, "ForecastTypes": { "shape": "Sv" }, "PerformAutoML": { "type": "boolean" }, "AutoMLOverrideStrategy": {}, "PerformHPO": { "type": "boolean" }, "TrainingParameters": { "shape": "S15" }, "EvaluationParameters": { "shape": "S18" }, "HPOConfig": { "shape": "S19" }, "InputDataConfig": { "shape": "S1l" }, "FeaturizationConfig": { "shape": "S1o" }, "EncryptionConfig": { "shape": "Sa" }, "PredictorExecutionDetails": { "type": "structure", "members": { "PredictorExecutions": { "type": "list", "member": { "type": "structure", "members": { "AlgorithmArn": {}, "TestWindows": { "type": "list", "member": { "type": "structure", "members": { "TestWindowStart": { "type": "timestamp" }, "TestWindowEnd": { "type": "timestamp" }, "Status": {}, "Message": {} } } } } } } } }, "EstimatedTimeRemainingInMinutes": { "type": "long" }, "DatasetImportJobArns": { "shape": "Sj" }, "AutoMLAlgorithmArns": { "shape": "Sj" }, "Status": {}, "Message": {}, "CreationTime": { "type": "timestamp" }, "LastModificationTime": { "type": "timestamp" }, "OptimizationMetric": {} } }, "idempotent": true }, "DescribePredictorBacktestExportJob": { "input": { "type": "structure", "required": [ "PredictorBacktestExportJobArn" ], "members": { "PredictorBacktestExportJobArn": {} } }, "output": { "type": "structure", "members": { "PredictorBacktestExportJobArn": {}, "PredictorBacktestExportJobName": {}, "PredictorArn": {}, "Destination": { "shape": "Sz" }, "Message": {}, "Status": {}, "CreationTime": { "type": "timestamp" }, "LastModificationTime": { "type": "timestamp" } } }, "idempotent": true }, "GetAccuracyMetrics": { "input": { "type": "structure", "required": [ "PredictorArn" ], "members": { "PredictorArn": {} } }, "output": { "type": "structure", "members": { "PredictorEvaluationResults": { "type": "list", "member": { "type": "structure", "members": { "AlgorithmArn": {}, "TestWindows": { "type": "list", "member": { "type": "structure", "members": { "TestWindowStart": { "type": "timestamp" }, "TestWindowEnd": { "type": "timestamp" }, "ItemCount": { "type": "integer" }, "EvaluationType": {}, "Metrics": { "type": "structure", "members": { "RMSE": { "deprecated": true, "deprecatedMessage": "This property is deprecated, please refer to ErrorMetrics for both RMSE and WAPE", "type": "double" }, "WeightedQuantileLosses": { "type": "list", "member": { "type": "structure", "members": { "Quantile": { "type": "double" }, "LossValue": { "type": "double" } } } }, "ErrorMetrics": { "type": "list", "member": { "type": "structure", "members": { "ForecastType": {}, "WAPE": { "type": "double" }, "RMSE": { "type": "double" }, "MASE": { "type": "double" }, "MAPE": { "type": "double" } } } }, "AverageWeightedQuantileLoss": { "type": "double" } } } } } } } } }, "AutoMLOverrideStrategy": {}, "OptimizationMetric": {} } }, "idempotent": true }, "ListDatasetGroups": { "input": { "type": "structure", "members": { "NextToken": {}, "MaxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "DatasetGroups": { "type": "list", "member": { "type": "structure", "members": { "DatasetGroupArn": {}, "DatasetGroupName": {}, "CreationTime": { "type": "timestamp" }, "LastModificationTime": { "type": "timestamp" } } } }, "NextToken": {} } }, "idempotent": true }, "ListDatasetImportJobs": { "input": { "type": "structure", "members": { 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"NextToken": {}, "MaxResults": { "type": "integer" }, "Filters": { "shape": "S3i" } } }, "output": { "type": "structure", "members": { "ForecastExportJobs": { "type": "list", "member": { "type": "structure", "members": { "ForecastExportJobArn": {}, "ForecastExportJobName": {}, "Destination": { "shape": "Sz" }, "Status": {}, "Message": {}, "CreationTime": { "type": "timestamp" }, "LastModificationTime": { "type": "timestamp" } } } }, "NextToken": {} } }, "idempotent": true }, "ListForecasts": { "input": { "type": "structure", "members": { "NextToken": {}, "MaxResults": { "type": "integer" }, "Filters": { "shape": "S3i" } } }, "output": { "type": "structure", "members": { "Forecasts": { "type": "list", "member": { "type": "structure", "members": { "ForecastArn": {}, "ForecastName": {}, "PredictorArn": {}, "DatasetGroupArn": {}, "Status": {}, "Message": {}, "CreationTime": { "type": "timestamp" }, "LastModificationTime": { "type": "timestamp" } } } }, "NextToken": {} } }, "idempotent": true }, "ListPredictorBacktestExportJobs": { "input": { "type": "structure", "members": { "NextToken": {}, "MaxResults": { "type": "integer" }, "Filters": { "shape": "S3i" } } }, "output": { "type": "structure", "members": { "PredictorBacktestExportJobs": { "type": "list", "member": { "type": "structure", "members": { "PredictorBacktestExportJobArn": {}, "PredictorBacktestExportJobName": {}, "Destination": { "shape": "Sz" }, "Status": {}, "Message": {}, "CreationTime": { "type": "timestamp" }, "LastModificationTime": { "type": "timestamp" } } } }, "NextToken": {} } }, "idempotent": true }, "ListPredictors": { "input": { "type": "structure", "members": { "NextToken": {}, "MaxResults": { "type": "integer" }, "Filters": { "shape": "S3i" } } }, "output": { "type": "structure", "members": { "Predictors": { "type": "list", "member": { "type": "structure", "members": { "PredictorArn": {}, "PredictorName": {}, "DatasetGroupArn": {}, "Status": {}, "Message": {}, "CreationTime": { "type": "timestamp" }, "LastModificationTime": { "type": "timestamp" } } } }, "NextToken": {} } }, "idempotent": true }, "ListTagsForResource": { "input": { "type": "structure", "required": [ "ResourceArn" ], "members": { "ResourceArn": {} } }, "output": { "type": "structure", "members": { "Tags": { "shape": "Sd" } } } }, "StopResource": { "input": { "type": "structure", "required": [ "ResourceArn" ], "members": { "ResourceArn": {} } }, "idempotent": true }, "TagResource": { "input": { "type": "structure", "required": [ "ResourceArn", "Tags" ], "members": { "ResourceArn": {}, "Tags": { "shape": "Sd" } } }, "output": { "type": "structure", "members": {} } }, "UntagResource": { "input": { "type": "structure", "required": [ "ResourceArn", "TagKeys" ], "members": { "ResourceArn": {}, "TagKeys": { "type": "list", "member": { "shape": "Sf" } } } }, "output": { "type": "structure", "members": {} } }, "UpdateDatasetGroup": { "input": { "type": "structure", "required": [ "DatasetGroupArn", "DatasetArns" ], "members": { "DatasetGroupArn": {}, "DatasetArns": { "shape": "Sj" } } }, "output": { "type": "structure", "members": {} }, "idempotent": true } }, "shapes": { "S6": { "type": "structure", "members": { "Attributes": { "type": "list", "member": { "type": "structure", "members": { "AttributeName": {}, "AttributeType": {} } } } } }, "Sa": { "type": "structure", "required": [ "RoleArn", "KMSKeyArn" ], "members": { "RoleArn": {}, "KMSKeyArn": {} } }, "Sd": { "type": "list", "member": { "type": "structure", "required": [ "Key", "Value" ], "members": { "Key": { "shape": "Sf" }, "Value": { "type": "string", "sensitive": true } } } }, "Sf": { "type": "string", "sensitive": true }, "Sj": { "type": "list", "member": {} }, "Sm": { "type": "structure", "required": [ "S3Config" ], "members": { "S3Config": { "shape": "Sn" } } }, "Sn": { "type": "structure", "required": [ "Path", "RoleArn" ], "members": { "Path": {}, "RoleArn": {}, "KMSKeyArn": {} } }, "Sv": { "type": "list", "member": {} }, "Sz": { "type": "structure", "required": [ "S3Config" ], "members": { "S3Config": { "shape": "Sn" } } }, "S15": { "type": "map", "key": {}, "value": {} }, "S18": { "type": "structure", "members": { "NumberOfBacktestWindows": { "type": "integer" }, "BackTestWindowOffset": { "type": "integer" } } }, "S19": { "type": "structure", "members": { "ParameterRanges": { "type": "structure", "members": { "CategoricalParameterRanges": { "type": "list", "member": { "type": "structure", "required": [ "Name", "Values" ], "members": { "Name": {}, "Values": { "type": "list", "member": {} } } } }, "ContinuousParameterRanges": { "type": "list", "member": { "type": "structure", "required": [ "Name", "MaxValue", "MinValue" ], "members": { "Name": {}, "MaxValue": { "type": "double" }, "MinValue": { "type": "double" }, "ScalingType": {} } } }, "IntegerParameterRanges": { "type": "list", "member": { "type": "structure", "required": [ "Name", "MaxValue", "MinValue" ], "members": { "Name": {}, "MaxValue": { "type": "integer" }, "MinValue": { "type": "integer" }, "ScalingType": {} } } } } } } }, "S1l": { "type": "structure", "required": [ "DatasetGroupArn" ], "members": { "DatasetGroupArn": {}, "SupplementaryFeatures": { "type": "list", "member": { "type": "structure", "required": [ "Name", "Value" ], "members": { "Name": {}, "Value": {} } } } } }, "S1o": { "type": "structure", "required": [ "ForecastFrequency" ], "members": { "ForecastFrequency": {}, "ForecastDimensions": { "type": "list", "member": {} }, "Featurizations": { "type": "list", "member": { "type": "structure", "required": [ "AttributeName" ], "members": { "AttributeName": {}, "FeaturizationPipeline": { "type": "list", "member": { "type": "structure", "required": [ "FeaturizationMethodName" ], "members": { "FeaturizationMethodName": {}, "FeaturizationMethodParameters": { "type": "map", "key": {}, "value": {} } } } } } } } } }, "S3i": { "type": "list", "member": { "type": "structure", "required": [ "Key", "Value", "Condition" ], "members": { "Key": {}, "Value": {}, "Condition": {} } } } } }