{ "version": "2.0", "metadata": { "apiVersion": "2018-05-22", "endpointPrefix": "personalize", "jsonVersion": "1.1", "protocol": "json", "protocols": [ "json" ], "serviceFullName": "Amazon Personalize", "serviceId": "Personalize", "signatureVersion": "v4", "signingName": "personalize", "targetPrefix": "AmazonPersonalize", "uid": "personalize-2018-05-22" }, "operations": { "CreateBatchInferenceJob": { "input": { "type": "structure", "required": [ "jobName", "solutionVersionArn", "jobInput", "jobOutput", "roleArn" ], "members": { "jobName": {}, "solutionVersionArn": {}, "filterArn": {}, "numResults": { "type": "integer" }, "jobInput": { "shape": "S5" }, "jobOutput": { "shape": "S9" }, "roleArn": {}, "batchInferenceJobConfig": { "shape": "Sb" }, "tags": { "shape": "Sf" }, "batchInferenceJobMode": {}, "themeGenerationConfig": { "shape": "Sk" } } }, "output": { "type": "structure", "members": { "batchInferenceJobArn": {} } } }, "CreateBatchSegmentJob": { "input": { "type": "structure", "required": [ "jobName", "solutionVersionArn", "jobInput", "jobOutput", "roleArn" ], "members": { "jobName": {}, "solutionVersionArn": {}, "filterArn": {}, "numResults": { "type": "integer" }, "jobInput": { "shape": "Sp" }, "jobOutput": { "shape": "Sq" }, "roleArn": {}, "tags": { "shape": "Sf" } } }, "output": { "type": "structure", "members": { "batchSegmentJobArn": {} } } }, "CreateCampaign": { "input": { "type": "structure", "required": [ "name", "solutionVersionArn" ], "members": { "name": {}, "solutionVersionArn": {}, "minProvisionedTPS": { "type": "integer" }, "campaignConfig": { "shape": "Su" }, "tags": { "shape": "Sf" } } }, "output": { "type": "structure", "members": { "campaignArn": {} } }, "idempotent": true }, "CreateDataDeletionJob": { "input": { "type": "structure", "required": [ "jobName", "datasetGroupArn", "dataSource", "roleArn" ], "members": { "jobName": {}, "datasetGroupArn": {}, "dataSource": { "shape": "Sy" }, "roleArn": {}, "tags": { "shape": "Sf" } } }, "output": { "type": "structure", "members": { "dataDeletionJobArn": {} } } }, "CreateDataset": { "input": { "type": "structure", "required": [ "name", "schemaArn", "datasetGroupArn", "datasetType" ], "members": { "name": {}, "schemaArn": {}, "datasetGroupArn": {}, "datasetType": {}, "tags": { "shape": "Sf" } } }, "output": { "type": "structure", "members": { "datasetArn": {} } }, "idempotent": true }, "CreateDatasetExportJob": { "input": { "type": "structure", "required": [ "jobName", "datasetArn", "roleArn", "jobOutput" ], "members": { "jobName": {}, "datasetArn": {}, "ingestionMode": {}, "roleArn": {}, "jobOutput": { "shape": "S15" }, "tags": { "shape": "Sf" } } }, "output": { "type": "structure", "members": { "datasetExportJobArn": {} } }, "idempotent": true }, "CreateDatasetGroup": { "input": { "type": "structure", "required": [ "name" ], "members": { "name": {}, "roleArn": {}, "kmsKeyArn": {}, "domain": {}, "tags": { "shape": "Sf" } } }, "output": { "type": "structure", "members": { "datasetGroupArn": {}, "domain": {} } } }, "CreateDatasetImportJob": { "input": { "type": "structure", "required": [ "jobName", "datasetArn", "dataSource", "roleArn" ], "members": { "jobName": {}, "datasetArn": {}, "dataSource": { "shape": "Sy" }, "roleArn": {}, "tags": { "shape": "Sf" }, "importMode": {}, "publishAttributionMetricsToS3": { "type": "boolean" } } }, "output": { "type": "structure", "members": { "datasetImportJobArn": {} } } }, "CreateEventTracker": { "input": { "type": "structure", "required": [ "name", "datasetGroupArn" ], "members": { "name": {}, "datasetGroupArn": {}, "tags": { "shape": "Sf" } } }, "output": { "type": "structure", "members": { "eventTrackerArn": {}, "trackingId": {} } }, "idempotent": true }, "CreateFilter": { "input": { "type": "structure", "required": [ "name", "datasetGroupArn", "filterExpression" ], "members": { "name": {}, "datasetGroupArn": {}, "filterExpression": { "shape": "S1h" }, "tags": { "shape": "Sf" } } }, "output": { "type": "structure", "members": { "filterArn": {} } } }, "CreateMetricAttribution": { "input": { "type": "structure", "required": [ "name", "datasetGroupArn", "metrics", "metricsOutputConfig" ], "members": { "name": {}, "datasetGroupArn": {}, "metrics": { "shape": "S1k" }, "metricsOutputConfig": { "shape": "S1p" } } }, "output": { "type": "structure", "members": { "metricAttributionArn": {} } } }, "CreateRecommender": { "input": { "type": "structure", "required": [ "name", "datasetGroupArn", "recipeArn" ], "members": { "name": {}, "datasetGroupArn": {}, "recipeArn": {}, "recommenderConfig": { "shape": "S1s" }, "tags": { "shape": "Sf" } } }, "output": { "type": "structure", "members": { "recommenderArn": {} } }, "idempotent": true }, "CreateSchema": { "input": { "type": "structure", "required": [ "name", "schema" ], "members": { "name": {}, "schema": {}, "domain": {} } }, "output": { "type": "structure", "members": { "schemaArn": {} } }, "idempotent": true }, "CreateSolution": { "input": { "type": "structure", "required": [ "name", "datasetGroupArn" ], "members": { "name": {}, "performHPO": { "type": "boolean" }, "performAutoML": { "type": "boolean" }, "performAutoTraining": { "type": "boolean" }, "recipeArn": {}, "datasetGroupArn": {}, "eventType": {}, "solutionConfig": { "shape": "S23" }, "tags": { "shape": "Sf" } } }, "output": { "type": "structure", "members": { "solutionArn": {} } } }, "CreateSolutionVersion": { "input": { "type": "structure", "required": [ "solutionArn" ], "members": { "name": {}, "solutionArn": {}, "trainingMode": {}, "tags": { "shape": "Sf" } } }, "output": { "type": "structure", "members": { "solutionVersionArn": {} } } }, "DeleteCampaign": { "input": { "type": "structure", "required": [ "campaignArn" ], "members": { "campaignArn": {} } }, "idempotent": true }, "DeleteDataset": { "input": { "type": "structure", "required": [ "datasetArn" ], "members": { "datasetArn": {} } }, "idempotent": true }, "DeleteDatasetGroup": { "input": { "type": "structure", "required": [ "datasetGroupArn" ], "members": { "datasetGroupArn": {} } }, "idempotent": true }, "DeleteEventTracker": { "input": { "type": "structure", "required": [ "eventTrackerArn" ], "members": { "eventTrackerArn": {} } }, "idempotent": true }, "DeleteFilter": { "input": { "type": "structure", "required": [ "filterArn" ], "members": { "filterArn": {} } } }, "DeleteMetricAttribution": { "input": { "type": "structure", "required": [ "metricAttributionArn" ], "members": { "metricAttributionArn": {} } }, "idempotent": true }, "DeleteRecommender": { "input": { "type": "structure", "required": [ "recommenderArn" ], "members": { "recommenderArn": {} } }, "idempotent": true }, "DeleteSchema": { "input": { "type": "structure", "required": [ "schemaArn" ], "members": { "schemaArn": {} } }, "idempotent": true }, "DeleteSolution": { "input": { "type": "structure", "required": [ "solutionArn" ], "members": { "solutionArn": {} } }, "idempotent": true }, "DescribeAlgorithm": { "input": { "type": "structure", "required": [ "algorithmArn" ], "members": { "algorithmArn": {} } }, "output": { "type": "structure", "members": { "algorithm": { "type": "structure", "members": { "name": {}, "algorithmArn": {}, "algorithmImage": { "type": "structure", "required": [ "dockerURI" ], "members": { "name": {}, "dockerURI": {} } }, "defaultHyperParameters": { "shape": "Sc" }, "defaultHyperParameterRanges": { "type": "structure", "members": { "integerHyperParameterRanges": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "minValue": { "type": "integer" }, "maxValue": { "type": "integer" }, "isTunable": { "type": "boolean" } } } }, "continuousHyperParameterRanges": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "minValue": { "type": "double" }, "maxValue": { "type": "double" }, "isTunable": { "type": "boolean" } } } }, "categoricalHyperParameterRanges": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "values": { "shape": "S2m" }, "isTunable": { "type": "boolean" } } } } } }, "defaultResourceConfig": { "type": "map", "key": {}, "value": {} }, "trainingInputMode": {}, "roleArn": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" } } } } }, "idempotent": true }, "DescribeBatchInferenceJob": { "input": { "type": "structure", "required": [ "batchInferenceJobArn" ], "members": { "batchInferenceJobArn": {} } }, "output": { "type": "structure", "members": { "batchInferenceJob": { "type": "structure", "members": { "jobName": {}, "batchInferenceJobArn": {}, "filterArn": {}, "failureReason": {}, "solutionVersionArn": {}, "numResults": { "type": "integer" }, "jobInput": { "shape": "S5" }, "jobOutput": { "shape": "S9" }, "batchInferenceJobConfig": { "shape": "Sb" }, "roleArn": {}, "batchInferenceJobMode": {}, "themeGenerationConfig": { "shape": "Sk" }, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" } } } } }, "idempotent": true }, "DescribeBatchSegmentJob": { "input": { "type": "structure", "required": [ "batchSegmentJobArn" ], "members": { "batchSegmentJobArn": {} } }, "output": { "type": "structure", "members": { "batchSegmentJob": { "type": "structure", "members": { "jobName": {}, "batchSegmentJobArn": {}, "filterArn": {}, "failureReason": {}, "solutionVersionArn": {}, "numResults": { "type": "integer" }, "jobInput": { "shape": "Sp" }, "jobOutput": { "shape": "Sq" }, "roleArn": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" } } } } }, "idempotent": true }, "DescribeCampaign": { "input": { "type": "structure", "required": [ "campaignArn" ], "members": { "campaignArn": {} } }, "output": { "type": "structure", "members": { "campaign": { "type": "structure", "members": { "name": {}, "campaignArn": {}, "solutionVersionArn": {}, "minProvisionedTPS": { "type": "integer" }, "campaignConfig": { "shape": "Su" }, "status": {}, "failureReason": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "latestCampaignUpdate": { "type": "structure", "members": { "solutionVersionArn": {}, "minProvisionedTPS": { "type": "integer" }, "campaignConfig": { "shape": "Su" }, "status": {}, "failureReason": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" } } } } } } }, "idempotent": true }, "DescribeDataDeletionJob": { "input": { "type": "structure", "required": [ "dataDeletionJobArn" ], "members": { "dataDeletionJobArn": {} } }, "output": { "type": "structure", "members": { "dataDeletionJob": { "type": "structure", "members": { "jobName": {}, "dataDeletionJobArn": {}, "datasetGroupArn": {}, "dataSource": { "shape": "Sy" }, "roleArn": {}, "status": {}, "numDeleted": { "type": "integer" }, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {} } } } }, "idempotent": true }, "DescribeDataset": { "input": { "type": "structure", "required": [ "datasetArn" ], "members": { "datasetArn": {} } }, "output": { "type": "structure", "members": { "dataset": { "type": "structure", "members": { "name": {}, "datasetArn": {}, "datasetGroupArn": {}, "datasetType": {}, "schemaArn": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "latestDatasetUpdate": { "type": "structure", "members": { "schemaArn": {}, "status": {}, "failureReason": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" } } }, "trackingId": {} } } } }, "idempotent": true }, "DescribeDatasetExportJob": { "input": { "type": "structure", "required": [ "datasetExportJobArn" ], "members": { "datasetExportJobArn": {} } }, "output": { "type": "structure", "members": { "datasetExportJob": { "type": "structure", "members": { "jobName": {}, "datasetExportJobArn": {}, "datasetArn": {}, "ingestionMode": {}, "roleArn": {}, "status": {}, "jobOutput": { "shape": "S15" }, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {} } } } }, "idempotent": true }, "DescribeDatasetGroup": { "input": { "type": "structure", "required": [ "datasetGroupArn" ], "members": { "datasetGroupArn": {} } }, "output": { "type": "structure", "members": { "datasetGroup": { "type": "structure", "members": { "name": {}, "datasetGroupArn": {}, "status": {}, "roleArn": {}, "kmsKeyArn": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {}, "domain": {} } } } }, "idempotent": true }, "DescribeDatasetImportJob": { "input": { "type": "structure", "required": [ "datasetImportJobArn" ], "members": { "datasetImportJobArn": {} } }, "output": { "type": "structure", "members": { "datasetImportJob": { "type": "structure", "members": { "jobName": {}, "datasetImportJobArn": {}, "datasetArn": {}, "dataSource": { "shape": "Sy" }, "roleArn": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {}, "importMode": {}, "publishAttributionMetricsToS3": { "type": "boolean" } } } } }, "idempotent": true }, "DescribeEventTracker": { "input": { "type": "structure", "required": [ "eventTrackerArn" ], "members": { "eventTrackerArn": {} } }, "output": { "type": "structure", "members": { "eventTracker": { "type": "structure", "members": { "name": {}, "eventTrackerArn": {}, "accountId": {}, "trackingId": {}, "datasetGroupArn": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" } } } } }, "idempotent": true }, "DescribeFeatureTransformation": { "input": { "type": "structure", "required": [ "featureTransformationArn" ], "members": { "featureTransformationArn": {} } }, "output": { "type": "structure", "members": { "featureTransformation": { "type": "structure", "members": { "name": {}, "featureTransformationArn": {}, "defaultParameters": { "type": "map", "key": {}, "value": {} }, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "status": {} } } } }, "idempotent": true }, "DescribeFilter": { "input": { "type": "structure", "required": [ "filterArn" ], "members": { "filterArn": {} } }, "output": { "type": "structure", "members": { "filter": { "type": "structure", "members": { "name": {}, "filterArn": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "datasetGroupArn": {}, "failureReason": {}, "filterExpression": { "shape": "S1h" }, "status": {} } } } }, "idempotent": true }, "DescribeMetricAttribution": { "input": { "type": "structure", "required": [ "metricAttributionArn" ], "members": { "metricAttributionArn": {} } }, "output": { "type": "structure", "members": { "metricAttribution": { "type": "structure", "members": { "name": {}, "metricAttributionArn": {}, "datasetGroupArn": {}, "metricsOutputConfig": { "shape": "S1p" }, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {} } } } } }, "DescribeRecipe": { "input": { "type": "structure", "required": [ "recipeArn" ], "members": { "recipeArn": {} } }, "output": { "type": "structure", "members": { "recipe": { "type": "structure", "members": { "name": {}, "recipeArn": {}, "algorithmArn": {}, "featureTransformationArn": {}, "status": {}, "description": {}, "creationDateTime": { "type": "timestamp" }, "recipeType": {}, "lastUpdatedDateTime": { "type": "timestamp" } } } } }, "idempotent": true }, "DescribeRecommender": { "input": { "type": "structure", "required": [ "recommenderArn" ], "members": { "recommenderArn": {} } }, "output": { "type": "structure", "members": { "recommender": { "type": "structure", "members": { "recommenderArn": {}, "datasetGroupArn": {}, "name": {}, "recipeArn": {}, "recommenderConfig": { "shape": "S1s" }, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "status": {}, "failureReason": {}, "latestRecommenderUpdate": { "type": "structure", "members": { "recommenderConfig": { "shape": "S1s" }, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "status": {}, "failureReason": {} } }, "modelMetrics": { "shape": "S55" } } } } }, "idempotent": true }, "DescribeSchema": { "input": { "type": "structure", "required": [ "schemaArn" ], "members": { "schemaArn": {} } }, "output": { "type": "structure", "members": { "schema": { "type": "structure", "members": { "name": {}, "schemaArn": {}, "schema": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "domain": {} } } } }, "idempotent": true }, "DescribeSolution": { "input": { "type": "structure", "required": [ "solutionArn" ], "members": { "solutionArn": {} } }, "output": { "type": "structure", "members": { "solution": { "type": "structure", "members": { "name": {}, "solutionArn": {}, "performHPO": { "type": "boolean" }, "performAutoML": { "type": "boolean" }, "performAutoTraining": { "type": "boolean" }, "recipeArn": {}, "datasetGroupArn": {}, "eventType": {}, "solutionConfig": { "shape": "S23" }, "autoMLResult": { "type": "structure", "members": { "bestRecipeArn": {} } }, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "latestSolutionVersion": { "shape": "S5f" } } } } }, "idempotent": true }, "DescribeSolutionVersion": { "input": { "type": "structure", "required": [ "solutionVersionArn" ], "members": { "solutionVersionArn": {} } }, "output": { "type": "structure", "members": { "solutionVersion": { "type": "structure", "members": { "name": {}, "solutionVersionArn": {}, "solutionArn": {}, "performHPO": { "type": "boolean" }, "performAutoML": { "type": "boolean" }, "recipeArn": {}, "eventType": {}, "datasetGroupArn": {}, "solutionConfig": { "shape": "S23" }, "trainingHours": { "type": "double" }, "trainingMode": {}, "tunedHPOParams": { "type": "structure", "members": { "algorithmHyperParameters": { "shape": "Sc" } } }, "status": {}, "failureReason": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "trainingType": {} } } } }, "idempotent": true }, "GetSolutionMetrics": { "input": { "type": "structure", "required": [ "solutionVersionArn" ], "members": { "solutionVersionArn": {} } }, "output": { "type": "structure", "members": { "solutionVersionArn": {}, "metrics": { "shape": "S55" } } } }, "ListBatchInferenceJobs": { "input": { "type": "structure", "members": { "solutionVersionArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "batchInferenceJobs": { "type": "list", "member": { "type": "structure", "members": { "batchInferenceJobArn": {}, "jobName": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {}, "solutionVersionArn": {}, "batchInferenceJobMode": {} } } }, "nextToken": {} } }, "idempotent": true }, "ListBatchSegmentJobs": { "input": { "type": "structure", "members": { "solutionVersionArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "batchSegmentJobs": { "type": "list", "member": { "type": "structure", "members": { "batchSegmentJobArn": {}, "jobName": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {}, "solutionVersionArn": {} } } }, "nextToken": {} } }, "idempotent": true }, "ListCampaigns": { "input": { "type": "structure", "members": { "solutionArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "campaigns": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "campaignArn": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {} } } }, "nextToken": {} } }, "idempotent": true }, "ListDataDeletionJobs": { "input": { "type": "structure", "members": { "datasetGroupArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "dataDeletionJobs": { "type": "list", "member": { "type": "structure", "members": { "dataDeletionJobArn": {}, "datasetGroupArn": {}, "jobName": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {} } } }, "nextToken": {} } }, "idempotent": true }, "ListDatasetExportJobs": { "input": { "type": "structure", "members": { "datasetArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "datasetExportJobs": { "type": "list", "member": { "type": "structure", "members": { "datasetExportJobArn": {}, "jobName": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {} } } }, "nextToken": {} } }, "idempotent": true }, "ListDatasetGroups": { "input": { "type": "structure", "members": { "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "datasetGroups": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "datasetGroupArn": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {}, "domain": {} } } }, "nextToken": {} } }, "idempotent": true }, "ListDatasetImportJobs": { "input": { "type": "structure", "members": { "datasetArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "datasetImportJobs": { "type": "list", "member": { "type": "structure", "members": { "datasetImportJobArn": {}, "jobName": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {}, "importMode": {} } } }, "nextToken": {} } }, "idempotent": true }, "ListDatasets": { "input": { "type": "structure", "members": { "datasetGroupArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "datasets": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "datasetArn": {}, "datasetType": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" } } } }, "nextToken": {} } }, "idempotent": true }, "ListEventTrackers": { "input": { "type": "structure", "members": { "datasetGroupArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "eventTrackers": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "eventTrackerArn": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" } } } }, "nextToken": {} } }, "idempotent": true }, "ListFilters": { "input": { "type": "structure", "members": { "datasetGroupArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "Filters": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "filterArn": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "datasetGroupArn": {}, "failureReason": {}, "status": {} } } }, "nextToken": {} } }, "idempotent": true }, "ListMetricAttributionMetrics": { "input": { "type": "structure", "members": { "metricAttributionArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "metrics": { "shape": "S1k" }, "nextToken": {} } }, "idempotent": true }, "ListMetricAttributions": { "input": { "type": "structure", "members": { "datasetGroupArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "metricAttributions": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "metricAttributionArn": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {} } } }, "nextToken": {} } }, "idempotent": true }, "ListRecipes": { "input": { "type": "structure", "members": { "recipeProvider": {}, "nextToken": {}, "maxResults": { "type": "integer" }, "domain": {} } }, "output": { "type": "structure", "members": { "recipes": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "recipeArn": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "domain": {} } } }, "nextToken": {} } }, "idempotent": true }, "ListRecommenders": { "input": { "type": "structure", "members": { "datasetGroupArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "recommenders": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "recommenderArn": {}, "datasetGroupArn": {}, "recipeArn": {}, "recommenderConfig": { "shape": "S1s" }, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" } } } }, "nextToken": {} } }, "idempotent": true }, "ListSchemas": { "input": { "type": "structure", "members": { "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "schemas": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "schemaArn": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "domain": {} } } }, "nextToken": {} } }, "idempotent": true }, "ListSolutionVersions": { "input": { "type": "structure", "members": { "solutionArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "solutionVersions": { "type": "list", "member": { "shape": "S5f" } }, "nextToken": {} } }, "idempotent": true }, "ListSolutions": { "input": { "type": "structure", "members": { "datasetGroupArn": {}, "nextToken": {}, "maxResults": { "type": "integer" } } }, "output": { "type": "structure", "members": { "solutions": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "solutionArn": {}, "status": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "recipeArn": {} } } }, "nextToken": {} } }, "idempotent": true }, "ListTagsForResource": { "input": { "type": "structure", "required": [ "resourceArn" ], "members": { "resourceArn": {} } }, "output": { "type": "structure", "members": { "tags": { "shape": "Sf" } } } }, "StartRecommender": { "input": { "type": "structure", "required": [ "recommenderArn" ], "members": { "recommenderArn": {} } }, "output": { "type": "structure", "members": { "recommenderArn": {} } }, "idempotent": true }, "StopRecommender": { "input": { "type": "structure", "required": [ "recommenderArn" ], "members": { "recommenderArn": {} } }, "output": { "type": "structure", "members": { "recommenderArn": {} } }, "idempotent": true }, "StopSolutionVersionCreation": { "input": { "type": "structure", "required": [ "solutionVersionArn" ], "members": { "solutionVersionArn": {} } }, "idempotent": true }, "TagResource": { "input": { "type": "structure", "required": [ "resourceArn", "tags" ], "members": { "resourceArn": {}, "tags": { "shape": "Sf" } } }, "output": { "type": "structure", "members": {} } }, "UntagResource": { "input": { "type": "structure", "required": [ "resourceArn", "tagKeys" ], "members": { "resourceArn": {}, "tagKeys": { "type": "list", "member": {} } } }, "output": { "type": "structure", "members": {} } }, "UpdateCampaign": { "input": { "type": "structure", "required": [ "campaignArn" ], "members": { "campaignArn": {}, "solutionVersionArn": {}, "minProvisionedTPS": { "type": "integer" }, "campaignConfig": { "shape": "Su" } } }, "output": { "type": "structure", "members": { "campaignArn": {} } }, "idempotent": true }, "UpdateDataset": { "input": { "type": "structure", "required": [ "datasetArn", "schemaArn" ], "members": { "datasetArn": {}, "schemaArn": {} } }, "output": { "type": "structure", "members": { "datasetArn": {} } }, "idempotent": true }, "UpdateMetricAttribution": { "input": { "type": "structure", "members": { "addMetrics": { "shape": "S1k" }, "removeMetrics": { "type": "list", "member": {} }, "metricsOutputConfig": { "shape": "S1p" }, "metricAttributionArn": {} } }, "output": { "type": "structure", "members": { "metricAttributionArn": {} } } }, "UpdateRecommender": { "input": { "type": "structure", "required": [ "recommenderArn", "recommenderConfig" ], "members": { "recommenderArn": {}, "recommenderConfig": { "shape": "S1s" } } }, "output": { "type": "structure", "members": { "recommenderArn": {} } }, "idempotent": true } }, "shapes": { "S5": { "type": "structure", "required": [ "s3DataSource" ], "members": { "s3DataSource": { "shape": "S6" } } }, "S6": { "type": "structure", "required": [ "path" ], "members": { "path": {}, "kmsKeyArn": {} } }, "S9": { "type": "structure", "required": [ "s3DataDestination" ], "members": { "s3DataDestination": { "shape": "S6" } } }, "Sb": { "type": "structure", "members": { "itemExplorationConfig": { "shape": "Sc" } } }, "Sc": { "type": "map", "key": {}, "value": {} }, "Sf": { "type": "list", "member": { "type": "structure", "required": [ "tagKey", "tagValue" ], "members": { "tagKey": {}, "tagValue": {} } } }, "Sk": { "type": "structure", "required": [ "fieldsForThemeGeneration" ], "members": { "fieldsForThemeGeneration": { "type": "structure", "required": [ "itemName" ], "members": { "itemName": {} } } } }, "Sp": { "type": "structure", "required": [ "s3DataSource" ], "members": { "s3DataSource": { "shape": "S6" } } }, "Sq": { "type": "structure", "required": [ "s3DataDestination" ], "members": { "s3DataDestination": { "shape": "S6" } } }, "Su": { "type": "structure", "members": { "itemExplorationConfig": { "shape": "Sc" }, "enableMetadataWithRecommendations": { "type": "boolean" }, "syncWithLatestSolutionVersion": { "type": "boolean" } } }, "Sy": { "type": "structure", "members": { "dataLocation": {} } }, "S15": { "type": "structure", "required": [ "s3DataDestination" ], "members": { "s3DataDestination": { "shape": "S6" } } }, "S1h": { "type": "string", "sensitive": true }, "S1k": { "type": "list", "member": { "type": "structure", "required": [ "eventType", "metricName", "expression" ], "members": { "eventType": {}, "metricName": {}, "expression": {} } } }, "S1p": { "type": "structure", "required": [ "roleArn" ], "members": { "s3DataDestination": { "shape": "S6" }, "roleArn": {} } }, "S1s": { "type": "structure", "members": { "itemExplorationConfig": { "shape": "Sc" }, "minRecommendationRequestsPerSecond": { "type": "integer" }, "trainingDataConfig": { "shape": "S1t" }, "enableMetadataWithRecommendations": { "type": "boolean" } } }, "S1t": { "type": "structure", "members": { "excludedDatasetColumns": { "type": "map", "key": {}, "value": { "type": "list", "member": {} } } } }, "S23": { "type": "structure", "members": { "eventValueThreshold": {}, "hpoConfig": { "type": "structure", "members": { "hpoObjective": { "type": "structure", "members": { "type": {}, "metricName": {}, "metricRegex": {} } }, "hpoResourceConfig": { "type": "structure", "members": { "maxNumberOfTrainingJobs": {}, "maxParallelTrainingJobs": {} } }, "algorithmHyperParameterRanges": { "type": "structure", "members": { "integerHyperParameterRanges": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "minValue": { "type": "integer" }, "maxValue": { "type": "integer" } } } }, "continuousHyperParameterRanges": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "minValue": { "type": "double" }, "maxValue": { "type": "double" } } } }, "categoricalHyperParameterRanges": { "type": "list", "member": { "type": "structure", "members": { "name": {}, "values": { "shape": "S2m" } } } } } } } }, "algorithmHyperParameters": { "shape": "Sc" }, "featureTransformationParameters": { "type": "map", "key": {}, "value": {} }, "autoMLConfig": { "type": "structure", "members": { "metricName": {}, "recipeList": { "type": "list", "member": {} } } }, "optimizationObjective": { "type": "structure", "members": { "itemAttribute": {}, "objectiveSensitivity": {} } }, "trainingDataConfig": { "shape": "S1t" }, "autoTrainingConfig": { "type": "structure", "members": { "schedulingExpression": {} } } } }, "S2m": { "type": "list", "member": {} }, "S55": { "type": "map", "key": {}, "value": { "type": "double" } }, "S5f": { "type": "structure", "members": { "solutionVersionArn": {}, "status": {}, "trainingMode": {}, "trainingType": {}, "creationDateTime": { "type": "timestamp" }, "lastUpdatedDateTime": { "type": "timestamp" }, "failureReason": {} } } } }