Copyright | (c) 2013-2023 Brendan Hay |
---|---|
License | Mozilla Public License, v. 2.0. |
Maintainer | Brendan Hay |
Stability | auto-generated |
Portability | non-portable (GHC extensions) |
Safe Haskell | Safe-Inferred |
Language | Haskell2010 |
- Operations
- CreateBatchInferenceJob
- CreateBatchSegmentJob
- CreateCampaign
- CreateDataset
- CreateDatasetExportJob
- CreateDatasetGroup
- CreateDatasetImportJob
- CreateEventTracker
- CreateFilter
- CreateMetricAttribution
- CreateRecommender
- CreateSchema
- CreateSolution
- CreateSolutionVersion
- DeleteCampaign
- DeleteDataset
- DeleteDatasetGroup
- DeleteEventTracker
- DeleteFilter
- DeleteMetricAttribution
- DeleteRecommender
- DeleteSchema
- DeleteSolution
- DescribeAlgorithm
- DescribeBatchInferenceJob
- DescribeBatchSegmentJob
- DescribeCampaign
- DescribeDataset
- DescribeDatasetExportJob
- DescribeDatasetGroup
- DescribeDatasetImportJob
- DescribeEventTracker
- DescribeFeatureTransformation
- DescribeFilter
- DescribeMetricAttribution
- DescribeRecipe
- DescribeRecommender
- DescribeSchema
- DescribeSolution
- DescribeSolutionVersion
- GetSolutionMetrics
- ListBatchInferenceJobs
- ListBatchSegmentJobs
- ListCampaigns
- ListDatasetExportJobs
- ListDatasetGroups
- ListDatasetImportJobs
- ListDatasets
- ListEventTrackers
- ListFilters
- ListMetricAttributionMetrics
- ListMetricAttributions
- ListRecipes
- ListRecommenders
- ListSchemas
- ListSolutionVersions
- ListSolutions
- ListTagsForResource
- StartRecommender
- StopRecommender
- StopSolutionVersionCreation
- TagResource
- UntagResource
- UpdateCampaign
- UpdateMetricAttribution
- UpdateRecommender
- Types
- Algorithm
- AlgorithmImage
- AutoMLConfig
- AutoMLResult
- BatchInferenceJob
- BatchInferenceJobConfig
- BatchInferenceJobInput
- BatchInferenceJobOutput
- BatchInferenceJobSummary
- BatchSegmentJob
- BatchSegmentJobInput
- BatchSegmentJobOutput
- BatchSegmentJobSummary
- Campaign
- CampaignConfig
- CampaignSummary
- CampaignUpdateSummary
- CategoricalHyperParameterRange
- ContinuousHyperParameterRange
- DataSource
- Dataset
- DatasetExportJob
- DatasetExportJobOutput
- DatasetExportJobSummary
- DatasetGroup
- DatasetGroupSummary
- DatasetImportJob
- DatasetImportJobSummary
- DatasetSchema
- DatasetSchemaSummary
- DatasetSummary
- DefaultCategoricalHyperParameterRange
- DefaultContinuousHyperParameterRange
- DefaultHyperParameterRanges
- DefaultIntegerHyperParameterRange
- EventTracker
- EventTrackerSummary
- FeatureTransformation
- Filter
- FilterSummary
- HPOConfig
- HPOObjective
- HPOResourceConfig
- HyperParameterRanges
- IntegerHyperParameterRange
- MetricAttribute
- MetricAttribution
- MetricAttributionOutput
- MetricAttributionSummary
- OptimizationObjective
- Recipe
- RecipeSummary
- Recommender
- RecommenderConfig
- RecommenderSummary
- RecommenderUpdateSummary
- S3DataConfig
- Solution
- SolutionConfig
- SolutionSummary
- SolutionVersion
- SolutionVersionSummary
- Tag
- TunedHPOParams
Synopsis
- createBatchInferenceJob_batchInferenceJobConfig :: Lens' CreateBatchInferenceJob (Maybe BatchInferenceJobConfig)
- createBatchInferenceJob_filterArn :: Lens' CreateBatchInferenceJob (Maybe Text)
- createBatchInferenceJob_numResults :: Lens' CreateBatchInferenceJob (Maybe Int)
- createBatchInferenceJob_tags :: Lens' CreateBatchInferenceJob (Maybe [Tag])
- createBatchInferenceJob_jobName :: Lens' CreateBatchInferenceJob Text
- createBatchInferenceJob_solutionVersionArn :: Lens' CreateBatchInferenceJob Text
- createBatchInferenceJob_jobInput :: Lens' CreateBatchInferenceJob BatchInferenceJobInput
- createBatchInferenceJob_jobOutput :: Lens' CreateBatchInferenceJob BatchInferenceJobOutput
- createBatchInferenceJob_roleArn :: Lens' CreateBatchInferenceJob Text
- createBatchInferenceJobResponse_batchInferenceJobArn :: Lens' CreateBatchInferenceJobResponse (Maybe Text)
- createBatchInferenceJobResponse_httpStatus :: Lens' CreateBatchInferenceJobResponse Int
- createBatchSegmentJob_filterArn :: Lens' CreateBatchSegmentJob (Maybe Text)
- createBatchSegmentJob_numResults :: Lens' CreateBatchSegmentJob (Maybe Int)
- createBatchSegmentJob_tags :: Lens' CreateBatchSegmentJob (Maybe [Tag])
- createBatchSegmentJob_jobName :: Lens' CreateBatchSegmentJob Text
- createBatchSegmentJob_solutionVersionArn :: Lens' CreateBatchSegmentJob Text
- createBatchSegmentJob_jobInput :: Lens' CreateBatchSegmentJob BatchSegmentJobInput
- createBatchSegmentJob_jobOutput :: Lens' CreateBatchSegmentJob BatchSegmentJobOutput
- createBatchSegmentJob_roleArn :: Lens' CreateBatchSegmentJob Text
- createBatchSegmentJobResponse_batchSegmentJobArn :: Lens' CreateBatchSegmentJobResponse (Maybe Text)
- createBatchSegmentJobResponse_httpStatus :: Lens' CreateBatchSegmentJobResponse Int
- createCampaign_campaignConfig :: Lens' CreateCampaign (Maybe CampaignConfig)
- createCampaign_minProvisionedTPS :: Lens' CreateCampaign (Maybe Natural)
- createCampaign_tags :: Lens' CreateCampaign (Maybe [Tag])
- createCampaign_name :: Lens' CreateCampaign Text
- createCampaign_solutionVersionArn :: Lens' CreateCampaign Text
- createCampaignResponse_campaignArn :: Lens' CreateCampaignResponse (Maybe Text)
- createCampaignResponse_httpStatus :: Lens' CreateCampaignResponse Int
- createDataset_tags :: Lens' CreateDataset (Maybe [Tag])
- createDataset_name :: Lens' CreateDataset Text
- createDataset_schemaArn :: Lens' CreateDataset Text
- createDataset_datasetGroupArn :: Lens' CreateDataset Text
- createDataset_datasetType :: Lens' CreateDataset Text
- createDatasetResponse_datasetArn :: Lens' CreateDatasetResponse (Maybe Text)
- createDatasetResponse_httpStatus :: Lens' CreateDatasetResponse Int
- createDatasetExportJob_ingestionMode :: Lens' CreateDatasetExportJob (Maybe IngestionMode)
- createDatasetExportJob_tags :: Lens' CreateDatasetExportJob (Maybe [Tag])
- createDatasetExportJob_jobName :: Lens' CreateDatasetExportJob Text
- createDatasetExportJob_datasetArn :: Lens' CreateDatasetExportJob Text
- createDatasetExportJob_roleArn :: Lens' CreateDatasetExportJob Text
- createDatasetExportJob_jobOutput :: Lens' CreateDatasetExportJob DatasetExportJobOutput
- createDatasetExportJobResponse_datasetExportJobArn :: Lens' CreateDatasetExportJobResponse (Maybe Text)
- createDatasetExportJobResponse_httpStatus :: Lens' CreateDatasetExportJobResponse Int
- createDatasetGroup_domain :: Lens' CreateDatasetGroup (Maybe Domain)
- createDatasetGroup_kmsKeyArn :: Lens' CreateDatasetGroup (Maybe Text)
- createDatasetGroup_roleArn :: Lens' CreateDatasetGroup (Maybe Text)
- createDatasetGroup_tags :: Lens' CreateDatasetGroup (Maybe [Tag])
- createDatasetGroup_name :: Lens' CreateDatasetGroup Text
- createDatasetGroupResponse_datasetGroupArn :: Lens' CreateDatasetGroupResponse (Maybe Text)
- createDatasetGroupResponse_domain :: Lens' CreateDatasetGroupResponse (Maybe Domain)
- createDatasetGroupResponse_httpStatus :: Lens' CreateDatasetGroupResponse Int
- createDatasetImportJob_importMode :: Lens' CreateDatasetImportJob (Maybe ImportMode)
- createDatasetImportJob_publishAttributionMetricsToS3 :: Lens' CreateDatasetImportJob (Maybe Bool)
- createDatasetImportJob_tags :: Lens' CreateDatasetImportJob (Maybe [Tag])
- createDatasetImportJob_jobName :: Lens' CreateDatasetImportJob Text
- createDatasetImportJob_datasetArn :: Lens' CreateDatasetImportJob Text
- createDatasetImportJob_dataSource :: Lens' CreateDatasetImportJob DataSource
- createDatasetImportJob_roleArn :: Lens' CreateDatasetImportJob Text
- createDatasetImportJobResponse_datasetImportJobArn :: Lens' CreateDatasetImportJobResponse (Maybe Text)
- createDatasetImportJobResponse_httpStatus :: Lens' CreateDatasetImportJobResponse Int
- createEventTracker_tags :: Lens' CreateEventTracker (Maybe [Tag])
- createEventTracker_name :: Lens' CreateEventTracker Text
- createEventTracker_datasetGroupArn :: Lens' CreateEventTracker Text
- createEventTrackerResponse_eventTrackerArn :: Lens' CreateEventTrackerResponse (Maybe Text)
- createEventTrackerResponse_trackingId :: Lens' CreateEventTrackerResponse (Maybe Text)
- createEventTrackerResponse_httpStatus :: Lens' CreateEventTrackerResponse Int
- createFilter_tags :: Lens' CreateFilter (Maybe [Tag])
- createFilter_name :: Lens' CreateFilter Text
- createFilter_datasetGroupArn :: Lens' CreateFilter Text
- createFilter_filterExpression :: Lens' CreateFilter Text
- createFilterResponse_filterArn :: Lens' CreateFilterResponse (Maybe Text)
- createFilterResponse_httpStatus :: Lens' CreateFilterResponse Int
- createMetricAttribution_name :: Lens' CreateMetricAttribution Text
- createMetricAttribution_datasetGroupArn :: Lens' CreateMetricAttribution Text
- createMetricAttribution_metrics :: Lens' CreateMetricAttribution [MetricAttribute]
- createMetricAttribution_metricsOutputConfig :: Lens' CreateMetricAttribution MetricAttributionOutput
- createMetricAttributionResponse_metricAttributionArn :: Lens' CreateMetricAttributionResponse (Maybe Text)
- createMetricAttributionResponse_httpStatus :: Lens' CreateMetricAttributionResponse Int
- createRecommender_recommenderConfig :: Lens' CreateRecommender (Maybe RecommenderConfig)
- createRecommender_tags :: Lens' CreateRecommender (Maybe [Tag])
- createRecommender_name :: Lens' CreateRecommender Text
- createRecommender_datasetGroupArn :: Lens' CreateRecommender Text
- createRecommender_recipeArn :: Lens' CreateRecommender Text
- createRecommenderResponse_recommenderArn :: Lens' CreateRecommenderResponse (Maybe Text)
- createRecommenderResponse_httpStatus :: Lens' CreateRecommenderResponse Int
- createSchema_domain :: Lens' CreateSchema (Maybe Domain)
- createSchema_name :: Lens' CreateSchema Text
- createSchema_schema :: Lens' CreateSchema Text
- createSchemaResponse_schemaArn :: Lens' CreateSchemaResponse (Maybe Text)
- createSchemaResponse_httpStatus :: Lens' CreateSchemaResponse Int
- createSolution_eventType :: Lens' CreateSolution (Maybe Text)
- createSolution_performAutoML :: Lens' CreateSolution (Maybe Bool)
- createSolution_performHPO :: Lens' CreateSolution (Maybe Bool)
- createSolution_recipeArn :: Lens' CreateSolution (Maybe Text)
- createSolution_solutionConfig :: Lens' CreateSolution (Maybe SolutionConfig)
- createSolution_tags :: Lens' CreateSolution (Maybe [Tag])
- createSolution_name :: Lens' CreateSolution Text
- createSolution_datasetGroupArn :: Lens' CreateSolution Text
- createSolutionResponse_solutionArn :: Lens' CreateSolutionResponse (Maybe Text)
- createSolutionResponse_httpStatus :: Lens' CreateSolutionResponse Int
- createSolutionVersion_name :: Lens' CreateSolutionVersion (Maybe Text)
- createSolutionVersion_tags :: Lens' CreateSolutionVersion (Maybe [Tag])
- createSolutionVersion_trainingMode :: Lens' CreateSolutionVersion (Maybe TrainingMode)
- createSolutionVersion_solutionArn :: Lens' CreateSolutionVersion Text
- createSolutionVersionResponse_solutionVersionArn :: Lens' CreateSolutionVersionResponse (Maybe Text)
- createSolutionVersionResponse_httpStatus :: Lens' CreateSolutionVersionResponse Int
- deleteCampaign_campaignArn :: Lens' DeleteCampaign Text
- deleteDataset_datasetArn :: Lens' DeleteDataset Text
- deleteDatasetGroup_datasetGroupArn :: Lens' DeleteDatasetGroup Text
- deleteEventTracker_eventTrackerArn :: Lens' DeleteEventTracker Text
- deleteFilter_filterArn :: Lens' DeleteFilter Text
- deleteMetricAttribution_metricAttributionArn :: Lens' DeleteMetricAttribution Text
- deleteRecommender_recommenderArn :: Lens' DeleteRecommender Text
- deleteSchema_schemaArn :: Lens' DeleteSchema Text
- deleteSolution_solutionArn :: Lens' DeleteSolution Text
- describeAlgorithm_algorithmArn :: Lens' DescribeAlgorithm Text
- describeAlgorithmResponse_algorithm :: Lens' DescribeAlgorithmResponse (Maybe Algorithm)
- describeAlgorithmResponse_httpStatus :: Lens' DescribeAlgorithmResponse Int
- describeBatchInferenceJob_batchInferenceJobArn :: Lens' DescribeBatchInferenceJob Text
- describeBatchInferenceJobResponse_batchInferenceJob :: Lens' DescribeBatchInferenceJobResponse (Maybe BatchInferenceJob)
- describeBatchInferenceJobResponse_httpStatus :: Lens' DescribeBatchInferenceJobResponse Int
- describeBatchSegmentJob_batchSegmentJobArn :: Lens' DescribeBatchSegmentJob Text
- describeBatchSegmentJobResponse_batchSegmentJob :: Lens' DescribeBatchSegmentJobResponse (Maybe BatchSegmentJob)
- describeBatchSegmentJobResponse_httpStatus :: Lens' DescribeBatchSegmentJobResponse Int
- describeCampaign_campaignArn :: Lens' DescribeCampaign Text
- describeCampaignResponse_campaign :: Lens' DescribeCampaignResponse (Maybe Campaign)
- describeCampaignResponse_httpStatus :: Lens' DescribeCampaignResponse Int
- describeDataset_datasetArn :: Lens' DescribeDataset Text
- describeDatasetResponse_dataset :: Lens' DescribeDatasetResponse (Maybe Dataset)
- describeDatasetResponse_httpStatus :: Lens' DescribeDatasetResponse Int
- describeDatasetExportJob_datasetExportJobArn :: Lens' DescribeDatasetExportJob Text
- describeDatasetExportJobResponse_datasetExportJob :: Lens' DescribeDatasetExportJobResponse (Maybe DatasetExportJob)
- describeDatasetExportJobResponse_httpStatus :: Lens' DescribeDatasetExportJobResponse Int
- describeDatasetGroup_datasetGroupArn :: Lens' DescribeDatasetGroup Text
- describeDatasetGroupResponse_datasetGroup :: Lens' DescribeDatasetGroupResponse (Maybe DatasetGroup)
- describeDatasetGroupResponse_httpStatus :: Lens' DescribeDatasetGroupResponse Int
- describeDatasetImportJob_datasetImportJobArn :: Lens' DescribeDatasetImportJob Text
- describeDatasetImportJobResponse_datasetImportJob :: Lens' DescribeDatasetImportJobResponse (Maybe DatasetImportJob)
- describeDatasetImportJobResponse_httpStatus :: Lens' DescribeDatasetImportJobResponse Int
- describeEventTracker_eventTrackerArn :: Lens' DescribeEventTracker Text
- describeEventTrackerResponse_eventTracker :: Lens' DescribeEventTrackerResponse (Maybe EventTracker)
- describeEventTrackerResponse_httpStatus :: Lens' DescribeEventTrackerResponse Int
- describeFeatureTransformation_featureTransformationArn :: Lens' DescribeFeatureTransformation Text
- describeFeatureTransformationResponse_featureTransformation :: Lens' DescribeFeatureTransformationResponse (Maybe FeatureTransformation)
- describeFeatureTransformationResponse_httpStatus :: Lens' DescribeFeatureTransformationResponse Int
- describeFilter_filterArn :: Lens' DescribeFilter Text
- describeFilterResponse_filter :: Lens' DescribeFilterResponse (Maybe Filter)
- describeFilterResponse_httpStatus :: Lens' DescribeFilterResponse Int
- describeMetricAttribution_metricAttributionArn :: Lens' DescribeMetricAttribution Text
- describeMetricAttributionResponse_metricAttribution :: Lens' DescribeMetricAttributionResponse (Maybe MetricAttribution)
- describeMetricAttributionResponse_httpStatus :: Lens' DescribeMetricAttributionResponse Int
- describeRecipe_recipeArn :: Lens' DescribeRecipe Text
- describeRecipeResponse_recipe :: Lens' DescribeRecipeResponse (Maybe Recipe)
- describeRecipeResponse_httpStatus :: Lens' DescribeRecipeResponse Int
- describeRecommender_recommenderArn :: Lens' DescribeRecommender Text
- describeRecommenderResponse_recommender :: Lens' DescribeRecommenderResponse (Maybe Recommender)
- describeRecommenderResponse_httpStatus :: Lens' DescribeRecommenderResponse Int
- describeSchema_schemaArn :: Lens' DescribeSchema Text
- describeSchemaResponse_schema :: Lens' DescribeSchemaResponse (Maybe DatasetSchema)
- describeSchemaResponse_httpStatus :: Lens' DescribeSchemaResponse Int
- describeSolution_solutionArn :: Lens' DescribeSolution Text
- describeSolutionResponse_solution :: Lens' DescribeSolutionResponse (Maybe Solution)
- describeSolutionResponse_httpStatus :: Lens' DescribeSolutionResponse Int
- describeSolutionVersion_solutionVersionArn :: Lens' DescribeSolutionVersion Text
- describeSolutionVersionResponse_solutionVersion :: Lens' DescribeSolutionVersionResponse (Maybe SolutionVersion)
- describeSolutionVersionResponse_httpStatus :: Lens' DescribeSolutionVersionResponse Int
- getSolutionMetrics_solutionVersionArn :: Lens' GetSolutionMetrics Text
- getSolutionMetricsResponse_metrics :: Lens' GetSolutionMetricsResponse (Maybe (HashMap Text Double))
- getSolutionMetricsResponse_solutionVersionArn :: Lens' GetSolutionMetricsResponse (Maybe Text)
- getSolutionMetricsResponse_httpStatus :: Lens' GetSolutionMetricsResponse Int
- listBatchInferenceJobs_maxResults :: Lens' ListBatchInferenceJobs (Maybe Natural)
- listBatchInferenceJobs_nextToken :: Lens' ListBatchInferenceJobs (Maybe Text)
- listBatchInferenceJobs_solutionVersionArn :: Lens' ListBatchInferenceJobs (Maybe Text)
- listBatchInferenceJobsResponse_batchInferenceJobs :: Lens' ListBatchInferenceJobsResponse (Maybe [BatchInferenceJobSummary])
- listBatchInferenceJobsResponse_nextToken :: Lens' ListBatchInferenceJobsResponse (Maybe Text)
- listBatchInferenceJobsResponse_httpStatus :: Lens' ListBatchInferenceJobsResponse Int
- listBatchSegmentJobs_maxResults :: Lens' ListBatchSegmentJobs (Maybe Natural)
- listBatchSegmentJobs_nextToken :: Lens' ListBatchSegmentJobs (Maybe Text)
- listBatchSegmentJobs_solutionVersionArn :: Lens' ListBatchSegmentJobs (Maybe Text)
- listBatchSegmentJobsResponse_batchSegmentJobs :: Lens' ListBatchSegmentJobsResponse (Maybe [BatchSegmentJobSummary])
- listBatchSegmentJobsResponse_nextToken :: Lens' ListBatchSegmentJobsResponse (Maybe Text)
- listBatchSegmentJobsResponse_httpStatus :: Lens' ListBatchSegmentJobsResponse Int
- listCampaigns_maxResults :: Lens' ListCampaigns (Maybe Natural)
- listCampaigns_nextToken :: Lens' ListCampaigns (Maybe Text)
- listCampaigns_solutionArn :: Lens' ListCampaigns (Maybe Text)
- listCampaignsResponse_campaigns :: Lens' ListCampaignsResponse (Maybe [CampaignSummary])
- listCampaignsResponse_nextToken :: Lens' ListCampaignsResponse (Maybe Text)
- listCampaignsResponse_httpStatus :: Lens' ListCampaignsResponse Int
- listDatasetExportJobs_datasetArn :: Lens' ListDatasetExportJobs (Maybe Text)
- listDatasetExportJobs_maxResults :: Lens' ListDatasetExportJobs (Maybe Natural)
- listDatasetExportJobs_nextToken :: Lens' ListDatasetExportJobs (Maybe Text)
- listDatasetExportJobsResponse_datasetExportJobs :: Lens' ListDatasetExportJobsResponse (Maybe [DatasetExportJobSummary])
- listDatasetExportJobsResponse_nextToken :: Lens' ListDatasetExportJobsResponse (Maybe Text)
- listDatasetExportJobsResponse_httpStatus :: Lens' ListDatasetExportJobsResponse Int
- listDatasetGroups_maxResults :: Lens' ListDatasetGroups (Maybe Natural)
- listDatasetGroups_nextToken :: Lens' ListDatasetGroups (Maybe Text)
- listDatasetGroupsResponse_datasetGroups :: Lens' ListDatasetGroupsResponse (Maybe [DatasetGroupSummary])
- listDatasetGroupsResponse_nextToken :: Lens' ListDatasetGroupsResponse (Maybe Text)
- listDatasetGroupsResponse_httpStatus :: Lens' ListDatasetGroupsResponse Int
- listDatasetImportJobs_datasetArn :: Lens' ListDatasetImportJobs (Maybe Text)
- listDatasetImportJobs_maxResults :: Lens' ListDatasetImportJobs (Maybe Natural)
- listDatasetImportJobs_nextToken :: Lens' ListDatasetImportJobs (Maybe Text)
- listDatasetImportJobsResponse_datasetImportJobs :: Lens' ListDatasetImportJobsResponse (Maybe [DatasetImportJobSummary])
- listDatasetImportJobsResponse_nextToken :: Lens' ListDatasetImportJobsResponse (Maybe Text)
- listDatasetImportJobsResponse_httpStatus :: Lens' ListDatasetImportJobsResponse Int
- listDatasets_datasetGroupArn :: Lens' ListDatasets (Maybe Text)
- listDatasets_maxResults :: Lens' ListDatasets (Maybe Natural)
- listDatasets_nextToken :: Lens' ListDatasets (Maybe Text)
- listDatasetsResponse_datasets :: Lens' ListDatasetsResponse (Maybe [DatasetSummary])
- listDatasetsResponse_nextToken :: Lens' ListDatasetsResponse (Maybe Text)
- listDatasetsResponse_httpStatus :: Lens' ListDatasetsResponse Int
- listEventTrackers_datasetGroupArn :: Lens' ListEventTrackers (Maybe Text)
- listEventTrackers_maxResults :: Lens' ListEventTrackers (Maybe Natural)
- listEventTrackers_nextToken :: Lens' ListEventTrackers (Maybe Text)
- listEventTrackersResponse_eventTrackers :: Lens' ListEventTrackersResponse (Maybe [EventTrackerSummary])
- listEventTrackersResponse_nextToken :: Lens' ListEventTrackersResponse (Maybe Text)
- listEventTrackersResponse_httpStatus :: Lens' ListEventTrackersResponse Int
- listFilters_datasetGroupArn :: Lens' ListFilters (Maybe Text)
- listFilters_maxResults :: Lens' ListFilters (Maybe Natural)
- listFilters_nextToken :: Lens' ListFilters (Maybe Text)
- listFiltersResponse_filters :: Lens' ListFiltersResponse (Maybe [FilterSummary])
- listFiltersResponse_nextToken :: Lens' ListFiltersResponse (Maybe Text)
- listFiltersResponse_httpStatus :: Lens' ListFiltersResponse Int
- listMetricAttributionMetrics_maxResults :: Lens' ListMetricAttributionMetrics (Maybe Natural)
- listMetricAttributionMetrics_metricAttributionArn :: Lens' ListMetricAttributionMetrics (Maybe Text)
- listMetricAttributionMetrics_nextToken :: Lens' ListMetricAttributionMetrics (Maybe Text)
- listMetricAttributionMetricsResponse_metrics :: Lens' ListMetricAttributionMetricsResponse (Maybe [MetricAttribute])
- listMetricAttributionMetricsResponse_nextToken :: Lens' ListMetricAttributionMetricsResponse (Maybe Text)
- listMetricAttributionMetricsResponse_httpStatus :: Lens' ListMetricAttributionMetricsResponse Int
- listMetricAttributions_datasetGroupArn :: Lens' ListMetricAttributions (Maybe Text)
- listMetricAttributions_maxResults :: Lens' ListMetricAttributions (Maybe Natural)
- listMetricAttributions_nextToken :: Lens' ListMetricAttributions (Maybe Text)
- listMetricAttributionsResponse_metricAttributions :: Lens' ListMetricAttributionsResponse (Maybe [MetricAttributionSummary])
- listMetricAttributionsResponse_nextToken :: Lens' ListMetricAttributionsResponse (Maybe Text)
- listMetricAttributionsResponse_httpStatus :: Lens' ListMetricAttributionsResponse Int
- listRecipes_domain :: Lens' ListRecipes (Maybe Domain)
- listRecipes_maxResults :: Lens' ListRecipes (Maybe Natural)
- listRecipes_nextToken :: Lens' ListRecipes (Maybe Text)
- listRecipes_recipeProvider :: Lens' ListRecipes (Maybe RecipeProvider)
- listRecipesResponse_nextToken :: Lens' ListRecipesResponse (Maybe Text)
- listRecipesResponse_recipes :: Lens' ListRecipesResponse (Maybe [RecipeSummary])
- listRecipesResponse_httpStatus :: Lens' ListRecipesResponse Int
- listRecommenders_datasetGroupArn :: Lens' ListRecommenders (Maybe Text)
- listRecommenders_maxResults :: Lens' ListRecommenders (Maybe Natural)
- listRecommenders_nextToken :: Lens' ListRecommenders (Maybe Text)
- listRecommendersResponse_nextToken :: Lens' ListRecommendersResponse (Maybe Text)
- listRecommendersResponse_recommenders :: Lens' ListRecommendersResponse (Maybe [RecommenderSummary])
- listRecommendersResponse_httpStatus :: Lens' ListRecommendersResponse Int
- listSchemas_maxResults :: Lens' ListSchemas (Maybe Natural)
- listSchemas_nextToken :: Lens' ListSchemas (Maybe Text)
- listSchemasResponse_nextToken :: Lens' ListSchemasResponse (Maybe Text)
- listSchemasResponse_schemas :: Lens' ListSchemasResponse (Maybe [DatasetSchemaSummary])
- listSchemasResponse_httpStatus :: Lens' ListSchemasResponse Int
- listSolutionVersions_maxResults :: Lens' ListSolutionVersions (Maybe Natural)
- listSolutionVersions_nextToken :: Lens' ListSolutionVersions (Maybe Text)
- listSolutionVersions_solutionArn :: Lens' ListSolutionVersions (Maybe Text)
- listSolutionVersionsResponse_nextToken :: Lens' ListSolutionVersionsResponse (Maybe Text)
- listSolutionVersionsResponse_solutionVersions :: Lens' ListSolutionVersionsResponse (Maybe [SolutionVersionSummary])
- listSolutionVersionsResponse_httpStatus :: Lens' ListSolutionVersionsResponse Int
- listSolutions_datasetGroupArn :: Lens' ListSolutions (Maybe Text)
- listSolutions_maxResults :: Lens' ListSolutions (Maybe Natural)
- listSolutions_nextToken :: Lens' ListSolutions (Maybe Text)
- listSolutionsResponse_nextToken :: Lens' ListSolutionsResponse (Maybe Text)
- listSolutionsResponse_solutions :: Lens' ListSolutionsResponse (Maybe [SolutionSummary])
- listSolutionsResponse_httpStatus :: Lens' ListSolutionsResponse Int
- listTagsForResource_resourceArn :: Lens' ListTagsForResource Text
- listTagsForResourceResponse_tags :: Lens' ListTagsForResourceResponse (Maybe [Tag])
- listTagsForResourceResponse_httpStatus :: Lens' ListTagsForResourceResponse Int
- startRecommender_recommenderArn :: Lens' StartRecommender Text
- startRecommenderResponse_recommenderArn :: Lens' StartRecommenderResponse (Maybe Text)
- startRecommenderResponse_httpStatus :: Lens' StartRecommenderResponse Int
- stopRecommender_recommenderArn :: Lens' StopRecommender Text
- stopRecommenderResponse_recommenderArn :: Lens' StopRecommenderResponse (Maybe Text)
- stopRecommenderResponse_httpStatus :: Lens' StopRecommenderResponse Int
- stopSolutionVersionCreation_solutionVersionArn :: Lens' StopSolutionVersionCreation Text
- tagResource_resourceArn :: Lens' TagResource Text
- tagResource_tags :: Lens' TagResource [Tag]
- tagResourceResponse_httpStatus :: Lens' TagResourceResponse Int
- untagResource_resourceArn :: Lens' UntagResource Text
- untagResource_tagKeys :: Lens' UntagResource [Text]
- untagResourceResponse_httpStatus :: Lens' UntagResourceResponse Int
- updateCampaign_campaignConfig :: Lens' UpdateCampaign (Maybe CampaignConfig)
- updateCampaign_minProvisionedTPS :: Lens' UpdateCampaign (Maybe Natural)
- updateCampaign_solutionVersionArn :: Lens' UpdateCampaign (Maybe Text)
- updateCampaign_campaignArn :: Lens' UpdateCampaign Text
- updateCampaignResponse_campaignArn :: Lens' UpdateCampaignResponse (Maybe Text)
- updateCampaignResponse_httpStatus :: Lens' UpdateCampaignResponse Int
- updateMetricAttribution_addMetrics :: Lens' UpdateMetricAttribution (Maybe [MetricAttribute])
- updateMetricAttribution_metricAttributionArn :: Lens' UpdateMetricAttribution (Maybe Text)
- updateMetricAttribution_metricsOutputConfig :: Lens' UpdateMetricAttribution (Maybe MetricAttributionOutput)
- updateMetricAttribution_removeMetrics :: Lens' UpdateMetricAttribution (Maybe [Text])
- updateMetricAttributionResponse_metricAttributionArn :: Lens' UpdateMetricAttributionResponse (Maybe Text)
- updateMetricAttributionResponse_httpStatus :: Lens' UpdateMetricAttributionResponse Int
- updateRecommender_recommenderArn :: Lens' UpdateRecommender Text
- updateRecommender_recommenderConfig :: Lens' UpdateRecommender RecommenderConfig
- updateRecommenderResponse_recommenderArn :: Lens' UpdateRecommenderResponse (Maybe Text)
- updateRecommenderResponse_httpStatus :: Lens' UpdateRecommenderResponse Int
- algorithm_algorithmArn :: Lens' Algorithm (Maybe Text)
- algorithm_algorithmImage :: Lens' Algorithm (Maybe AlgorithmImage)
- algorithm_creationDateTime :: Lens' Algorithm (Maybe UTCTime)
- algorithm_defaultHyperParameterRanges :: Lens' Algorithm (Maybe DefaultHyperParameterRanges)
- algorithm_defaultHyperParameters :: Lens' Algorithm (Maybe (HashMap Text Text))
- algorithm_defaultResourceConfig :: Lens' Algorithm (Maybe (HashMap Text Text))
- algorithm_lastUpdatedDateTime :: Lens' Algorithm (Maybe UTCTime)
- algorithm_name :: Lens' Algorithm (Maybe Text)
- algorithm_roleArn :: Lens' Algorithm (Maybe Text)
- algorithm_trainingInputMode :: Lens' Algorithm (Maybe Text)
- algorithmImage_name :: Lens' AlgorithmImage (Maybe Text)
- algorithmImage_dockerURI :: Lens' AlgorithmImage Text
- autoMLConfig_metricName :: Lens' AutoMLConfig (Maybe Text)
- autoMLConfig_recipeList :: Lens' AutoMLConfig (Maybe [Text])
- autoMLResult_bestRecipeArn :: Lens' AutoMLResult (Maybe Text)
- batchInferenceJob_batchInferenceJobArn :: Lens' BatchInferenceJob (Maybe Text)
- batchInferenceJob_batchInferenceJobConfig :: Lens' BatchInferenceJob (Maybe BatchInferenceJobConfig)
- batchInferenceJob_creationDateTime :: Lens' BatchInferenceJob (Maybe UTCTime)
- batchInferenceJob_failureReason :: Lens' BatchInferenceJob (Maybe Text)
- batchInferenceJob_filterArn :: Lens' BatchInferenceJob (Maybe Text)
- batchInferenceJob_jobInput :: Lens' BatchInferenceJob (Maybe BatchInferenceJobInput)
- batchInferenceJob_jobName :: Lens' BatchInferenceJob (Maybe Text)
- batchInferenceJob_jobOutput :: Lens' BatchInferenceJob (Maybe BatchInferenceJobOutput)
- batchInferenceJob_lastUpdatedDateTime :: Lens' BatchInferenceJob (Maybe UTCTime)
- batchInferenceJob_numResults :: Lens' BatchInferenceJob (Maybe Int)
- batchInferenceJob_roleArn :: Lens' BatchInferenceJob (Maybe Text)
- batchInferenceJob_solutionVersionArn :: Lens' BatchInferenceJob (Maybe Text)
- batchInferenceJob_status :: Lens' BatchInferenceJob (Maybe Text)
- batchInferenceJobConfig_itemExplorationConfig :: Lens' BatchInferenceJobConfig (Maybe (HashMap Text Text))
- batchInferenceJobInput_s3DataSource :: Lens' BatchInferenceJobInput S3DataConfig
- batchInferenceJobOutput_s3DataDestination :: Lens' BatchInferenceJobOutput S3DataConfig
- batchInferenceJobSummary_batchInferenceJobArn :: Lens' BatchInferenceJobSummary (Maybe Text)
- batchInferenceJobSummary_creationDateTime :: Lens' BatchInferenceJobSummary (Maybe UTCTime)
- batchInferenceJobSummary_failureReason :: Lens' BatchInferenceJobSummary (Maybe Text)
- batchInferenceJobSummary_jobName :: Lens' BatchInferenceJobSummary (Maybe Text)
- batchInferenceJobSummary_lastUpdatedDateTime :: Lens' BatchInferenceJobSummary (Maybe UTCTime)
- batchInferenceJobSummary_solutionVersionArn :: Lens' BatchInferenceJobSummary (Maybe Text)
- batchInferenceJobSummary_status :: Lens' BatchInferenceJobSummary (Maybe Text)
- batchSegmentJob_batchSegmentJobArn :: Lens' BatchSegmentJob (Maybe Text)
- batchSegmentJob_creationDateTime :: Lens' BatchSegmentJob (Maybe UTCTime)
- batchSegmentJob_failureReason :: Lens' BatchSegmentJob (Maybe Text)
- batchSegmentJob_filterArn :: Lens' BatchSegmentJob (Maybe Text)
- batchSegmentJob_jobInput :: Lens' BatchSegmentJob (Maybe BatchSegmentJobInput)
- batchSegmentJob_jobName :: Lens' BatchSegmentJob (Maybe Text)
- batchSegmentJob_jobOutput :: Lens' BatchSegmentJob (Maybe BatchSegmentJobOutput)
- batchSegmentJob_lastUpdatedDateTime :: Lens' BatchSegmentJob (Maybe UTCTime)
- batchSegmentJob_numResults :: Lens' BatchSegmentJob (Maybe Int)
- batchSegmentJob_roleArn :: Lens' BatchSegmentJob (Maybe Text)
- batchSegmentJob_solutionVersionArn :: Lens' BatchSegmentJob (Maybe Text)
- batchSegmentJob_status :: Lens' BatchSegmentJob (Maybe Text)
- batchSegmentJobInput_s3DataSource :: Lens' BatchSegmentJobInput S3DataConfig
- batchSegmentJobOutput_s3DataDestination :: Lens' BatchSegmentJobOutput S3DataConfig
- batchSegmentJobSummary_batchSegmentJobArn :: Lens' BatchSegmentJobSummary (Maybe Text)
- batchSegmentJobSummary_creationDateTime :: Lens' BatchSegmentJobSummary (Maybe UTCTime)
- batchSegmentJobSummary_failureReason :: Lens' BatchSegmentJobSummary (Maybe Text)
- batchSegmentJobSummary_jobName :: Lens' BatchSegmentJobSummary (Maybe Text)
- batchSegmentJobSummary_lastUpdatedDateTime :: Lens' BatchSegmentJobSummary (Maybe UTCTime)
- batchSegmentJobSummary_solutionVersionArn :: Lens' BatchSegmentJobSummary (Maybe Text)
- batchSegmentJobSummary_status :: Lens' BatchSegmentJobSummary (Maybe Text)
- campaign_campaignArn :: Lens' Campaign (Maybe Text)
- campaign_campaignConfig :: Lens' Campaign (Maybe CampaignConfig)
- campaign_creationDateTime :: Lens' Campaign (Maybe UTCTime)
- campaign_failureReason :: Lens' Campaign (Maybe Text)
- campaign_lastUpdatedDateTime :: Lens' Campaign (Maybe UTCTime)
- campaign_latestCampaignUpdate :: Lens' Campaign (Maybe CampaignUpdateSummary)
- campaign_minProvisionedTPS :: Lens' Campaign (Maybe Natural)
- campaign_name :: Lens' Campaign (Maybe Text)
- campaign_solutionVersionArn :: Lens' Campaign (Maybe Text)
- campaign_status :: Lens' Campaign (Maybe Text)
- campaignConfig_itemExplorationConfig :: Lens' CampaignConfig (Maybe (HashMap Text Text))
- campaignSummary_campaignArn :: Lens' CampaignSummary (Maybe Text)
- campaignSummary_creationDateTime :: Lens' CampaignSummary (Maybe UTCTime)
- campaignSummary_failureReason :: Lens' CampaignSummary (Maybe Text)
- campaignSummary_lastUpdatedDateTime :: Lens' CampaignSummary (Maybe UTCTime)
- campaignSummary_name :: Lens' CampaignSummary (Maybe Text)
- campaignSummary_status :: Lens' CampaignSummary (Maybe Text)
- campaignUpdateSummary_campaignConfig :: Lens' CampaignUpdateSummary (Maybe CampaignConfig)
- campaignUpdateSummary_creationDateTime :: Lens' CampaignUpdateSummary (Maybe UTCTime)
- campaignUpdateSummary_failureReason :: Lens' CampaignUpdateSummary (Maybe Text)
- campaignUpdateSummary_lastUpdatedDateTime :: Lens' CampaignUpdateSummary (Maybe UTCTime)
- campaignUpdateSummary_minProvisionedTPS :: Lens' CampaignUpdateSummary (Maybe Natural)
- campaignUpdateSummary_solutionVersionArn :: Lens' CampaignUpdateSummary (Maybe Text)
- campaignUpdateSummary_status :: Lens' CampaignUpdateSummary (Maybe Text)
- categoricalHyperParameterRange_name :: Lens' CategoricalHyperParameterRange (Maybe Text)
- categoricalHyperParameterRange_values :: Lens' CategoricalHyperParameterRange (Maybe [Text])
- continuousHyperParameterRange_maxValue :: Lens' ContinuousHyperParameterRange (Maybe Double)
- continuousHyperParameterRange_minValue :: Lens' ContinuousHyperParameterRange (Maybe Double)
- continuousHyperParameterRange_name :: Lens' ContinuousHyperParameterRange (Maybe Text)
- dataSource_dataLocation :: Lens' DataSource (Maybe Text)
- dataset_creationDateTime :: Lens' Dataset (Maybe UTCTime)
- dataset_datasetArn :: Lens' Dataset (Maybe Text)
- dataset_datasetGroupArn :: Lens' Dataset (Maybe Text)
- dataset_datasetType :: Lens' Dataset (Maybe Text)
- dataset_lastUpdatedDateTime :: Lens' Dataset (Maybe UTCTime)
- dataset_name :: Lens' Dataset (Maybe Text)
- dataset_schemaArn :: Lens' Dataset (Maybe Text)
- dataset_status :: Lens' Dataset (Maybe Text)
- datasetExportJob_creationDateTime :: Lens' DatasetExportJob (Maybe UTCTime)
- datasetExportJob_datasetArn :: Lens' DatasetExportJob (Maybe Text)
- datasetExportJob_datasetExportJobArn :: Lens' DatasetExportJob (Maybe Text)
- datasetExportJob_failureReason :: Lens' DatasetExportJob (Maybe Text)
- datasetExportJob_ingestionMode :: Lens' DatasetExportJob (Maybe IngestionMode)
- datasetExportJob_jobName :: Lens' DatasetExportJob (Maybe Text)
- datasetExportJob_jobOutput :: Lens' DatasetExportJob (Maybe DatasetExportJobOutput)
- datasetExportJob_lastUpdatedDateTime :: Lens' DatasetExportJob (Maybe UTCTime)
- datasetExportJob_roleArn :: Lens' DatasetExportJob (Maybe Text)
- datasetExportJob_status :: Lens' DatasetExportJob (Maybe Text)
- datasetExportJobOutput_s3DataDestination :: Lens' DatasetExportJobOutput S3DataConfig
- datasetExportJobSummary_creationDateTime :: Lens' DatasetExportJobSummary (Maybe UTCTime)
- datasetExportJobSummary_datasetExportJobArn :: Lens' DatasetExportJobSummary (Maybe Text)
- datasetExportJobSummary_failureReason :: Lens' DatasetExportJobSummary (Maybe Text)
- datasetExportJobSummary_jobName :: Lens' DatasetExportJobSummary (Maybe Text)
- datasetExportJobSummary_lastUpdatedDateTime :: Lens' DatasetExportJobSummary (Maybe UTCTime)
- datasetExportJobSummary_status :: Lens' DatasetExportJobSummary (Maybe Text)
- datasetGroup_creationDateTime :: Lens' DatasetGroup (Maybe UTCTime)
- datasetGroup_datasetGroupArn :: Lens' DatasetGroup (Maybe Text)
- datasetGroup_domain :: Lens' DatasetGroup (Maybe Domain)
- datasetGroup_failureReason :: Lens' DatasetGroup (Maybe Text)
- datasetGroup_kmsKeyArn :: Lens' DatasetGroup (Maybe Text)
- datasetGroup_lastUpdatedDateTime :: Lens' DatasetGroup (Maybe UTCTime)
- datasetGroup_name :: Lens' DatasetGroup (Maybe Text)
- datasetGroup_roleArn :: Lens' DatasetGroup (Maybe Text)
- datasetGroup_status :: Lens' DatasetGroup (Maybe Text)
- datasetGroupSummary_creationDateTime :: Lens' DatasetGroupSummary (Maybe UTCTime)
- datasetGroupSummary_datasetGroupArn :: Lens' DatasetGroupSummary (Maybe Text)
- datasetGroupSummary_domain :: Lens' DatasetGroupSummary (Maybe Domain)
- datasetGroupSummary_failureReason :: Lens' DatasetGroupSummary (Maybe Text)
- datasetGroupSummary_lastUpdatedDateTime :: Lens' DatasetGroupSummary (Maybe UTCTime)
- datasetGroupSummary_name :: Lens' DatasetGroupSummary (Maybe Text)
- datasetGroupSummary_status :: Lens' DatasetGroupSummary (Maybe Text)
- datasetImportJob_creationDateTime :: Lens' DatasetImportJob (Maybe UTCTime)
- datasetImportJob_dataSource :: Lens' DatasetImportJob (Maybe DataSource)
- datasetImportJob_datasetArn :: Lens' DatasetImportJob (Maybe Text)
- datasetImportJob_datasetImportJobArn :: Lens' DatasetImportJob (Maybe Text)
- datasetImportJob_failureReason :: Lens' DatasetImportJob (Maybe Text)
- datasetImportJob_importMode :: Lens' DatasetImportJob (Maybe ImportMode)
- datasetImportJob_jobName :: Lens' DatasetImportJob (Maybe Text)
- datasetImportJob_lastUpdatedDateTime :: Lens' DatasetImportJob (Maybe UTCTime)
- datasetImportJob_publishAttributionMetricsToS3 :: Lens' DatasetImportJob (Maybe Bool)
- datasetImportJob_roleArn :: Lens' DatasetImportJob (Maybe Text)
- datasetImportJob_status :: Lens' DatasetImportJob (Maybe Text)
- datasetImportJobSummary_creationDateTime :: Lens' DatasetImportJobSummary (Maybe UTCTime)
- datasetImportJobSummary_datasetImportJobArn :: Lens' DatasetImportJobSummary (Maybe Text)
- datasetImportJobSummary_failureReason :: Lens' DatasetImportJobSummary (Maybe Text)
- datasetImportJobSummary_importMode :: Lens' DatasetImportJobSummary (Maybe ImportMode)
- datasetImportJobSummary_jobName :: Lens' DatasetImportJobSummary (Maybe Text)
- datasetImportJobSummary_lastUpdatedDateTime :: Lens' DatasetImportJobSummary (Maybe UTCTime)
- datasetImportJobSummary_status :: Lens' DatasetImportJobSummary (Maybe Text)
- datasetSchema_creationDateTime :: Lens' DatasetSchema (Maybe UTCTime)
- datasetSchema_domain :: Lens' DatasetSchema (Maybe Domain)
- datasetSchema_lastUpdatedDateTime :: Lens' DatasetSchema (Maybe UTCTime)
- datasetSchema_name :: Lens' DatasetSchema (Maybe Text)
- datasetSchema_schema :: Lens' DatasetSchema (Maybe Text)
- datasetSchema_schemaArn :: Lens' DatasetSchema (Maybe Text)
- datasetSchemaSummary_creationDateTime :: Lens' DatasetSchemaSummary (Maybe UTCTime)
- datasetSchemaSummary_domain :: Lens' DatasetSchemaSummary (Maybe Domain)
- datasetSchemaSummary_lastUpdatedDateTime :: Lens' DatasetSchemaSummary (Maybe UTCTime)
- datasetSchemaSummary_name :: Lens' DatasetSchemaSummary (Maybe Text)
- datasetSchemaSummary_schemaArn :: Lens' DatasetSchemaSummary (Maybe Text)
- datasetSummary_creationDateTime :: Lens' DatasetSummary (Maybe UTCTime)
- datasetSummary_datasetArn :: Lens' DatasetSummary (Maybe Text)
- datasetSummary_datasetType :: Lens' DatasetSummary (Maybe Text)
- datasetSummary_lastUpdatedDateTime :: Lens' DatasetSummary (Maybe UTCTime)
- datasetSummary_name :: Lens' DatasetSummary (Maybe Text)
- datasetSummary_status :: Lens' DatasetSummary (Maybe Text)
- defaultCategoricalHyperParameterRange_isTunable :: Lens' DefaultCategoricalHyperParameterRange (Maybe Bool)
- defaultCategoricalHyperParameterRange_name :: Lens' DefaultCategoricalHyperParameterRange (Maybe Text)
- defaultCategoricalHyperParameterRange_values :: Lens' DefaultCategoricalHyperParameterRange (Maybe [Text])
- defaultContinuousHyperParameterRange_isTunable :: Lens' DefaultContinuousHyperParameterRange (Maybe Bool)
- defaultContinuousHyperParameterRange_maxValue :: Lens' DefaultContinuousHyperParameterRange (Maybe Double)
- defaultContinuousHyperParameterRange_minValue :: Lens' DefaultContinuousHyperParameterRange (Maybe Double)
- defaultContinuousHyperParameterRange_name :: Lens' DefaultContinuousHyperParameterRange (Maybe Text)
- defaultHyperParameterRanges_categoricalHyperParameterRanges :: Lens' DefaultHyperParameterRanges (Maybe [DefaultCategoricalHyperParameterRange])
- defaultHyperParameterRanges_continuousHyperParameterRanges :: Lens' DefaultHyperParameterRanges (Maybe [DefaultContinuousHyperParameterRange])
- defaultHyperParameterRanges_integerHyperParameterRanges :: Lens' DefaultHyperParameterRanges (Maybe [DefaultIntegerHyperParameterRange])
- defaultIntegerHyperParameterRange_isTunable :: Lens' DefaultIntegerHyperParameterRange (Maybe Bool)
- defaultIntegerHyperParameterRange_maxValue :: Lens' DefaultIntegerHyperParameterRange (Maybe Int)
- defaultIntegerHyperParameterRange_minValue :: Lens' DefaultIntegerHyperParameterRange (Maybe Int)
- defaultIntegerHyperParameterRange_name :: Lens' DefaultIntegerHyperParameterRange (Maybe Text)
- eventTracker_accountId :: Lens' EventTracker (Maybe Text)
- eventTracker_creationDateTime :: Lens' EventTracker (Maybe UTCTime)
- eventTracker_datasetGroupArn :: Lens' EventTracker (Maybe Text)
- eventTracker_eventTrackerArn :: Lens' EventTracker (Maybe Text)
- eventTracker_lastUpdatedDateTime :: Lens' EventTracker (Maybe UTCTime)
- eventTracker_name :: Lens' EventTracker (Maybe Text)
- eventTracker_status :: Lens' EventTracker (Maybe Text)
- eventTracker_trackingId :: Lens' EventTracker (Maybe Text)
- eventTrackerSummary_creationDateTime :: Lens' EventTrackerSummary (Maybe UTCTime)
- eventTrackerSummary_eventTrackerArn :: Lens' EventTrackerSummary (Maybe Text)
- eventTrackerSummary_lastUpdatedDateTime :: Lens' EventTrackerSummary (Maybe UTCTime)
- eventTrackerSummary_name :: Lens' EventTrackerSummary (Maybe Text)
- eventTrackerSummary_status :: Lens' EventTrackerSummary (Maybe Text)
- featureTransformation_creationDateTime :: Lens' FeatureTransformation (Maybe UTCTime)
- featureTransformation_defaultParameters :: Lens' FeatureTransformation (Maybe (HashMap Text Text))
- featureTransformation_featureTransformationArn :: Lens' FeatureTransformation (Maybe Text)
- featureTransformation_lastUpdatedDateTime :: Lens' FeatureTransformation (Maybe UTCTime)
- featureTransformation_name :: Lens' FeatureTransformation (Maybe Text)
- featureTransformation_status :: Lens' FeatureTransformation (Maybe Text)
- filter_creationDateTime :: Lens' Filter (Maybe UTCTime)
- filter_datasetGroupArn :: Lens' Filter (Maybe Text)
- filter_failureReason :: Lens' Filter (Maybe Text)
- filter_filterArn :: Lens' Filter (Maybe Text)
- filter_filterExpression :: Lens' Filter (Maybe Text)
- filter_lastUpdatedDateTime :: Lens' Filter (Maybe UTCTime)
- filter_name :: Lens' Filter (Maybe Text)
- filter_status :: Lens' Filter (Maybe Text)
- filterSummary_creationDateTime :: Lens' FilterSummary (Maybe UTCTime)
- filterSummary_datasetGroupArn :: Lens' FilterSummary (Maybe Text)
- filterSummary_failureReason :: Lens' FilterSummary (Maybe Text)
- filterSummary_filterArn :: Lens' FilterSummary (Maybe Text)
- filterSummary_lastUpdatedDateTime :: Lens' FilterSummary (Maybe UTCTime)
- filterSummary_name :: Lens' FilterSummary (Maybe Text)
- filterSummary_status :: Lens' FilterSummary (Maybe Text)
- hPOConfig_algorithmHyperParameterRanges :: Lens' HPOConfig (Maybe HyperParameterRanges)
- hPOConfig_hpoObjective :: Lens' HPOConfig (Maybe HPOObjective)
- hPOConfig_hpoResourceConfig :: Lens' HPOConfig (Maybe HPOResourceConfig)
- hPOObjective_metricName :: Lens' HPOObjective (Maybe Text)
- hPOObjective_metricRegex :: Lens' HPOObjective (Maybe Text)
- hPOObjective_type :: Lens' HPOObjective (Maybe Text)
- hPOResourceConfig_maxNumberOfTrainingJobs :: Lens' HPOResourceConfig (Maybe Text)
- hPOResourceConfig_maxParallelTrainingJobs :: Lens' HPOResourceConfig (Maybe Text)
- hyperParameterRanges_categoricalHyperParameterRanges :: Lens' HyperParameterRanges (Maybe [CategoricalHyperParameterRange])
- hyperParameterRanges_continuousHyperParameterRanges :: Lens' HyperParameterRanges (Maybe [ContinuousHyperParameterRange])
- hyperParameterRanges_integerHyperParameterRanges :: Lens' HyperParameterRanges (Maybe [IntegerHyperParameterRange])
- integerHyperParameterRange_maxValue :: Lens' IntegerHyperParameterRange (Maybe Int)
- integerHyperParameterRange_minValue :: Lens' IntegerHyperParameterRange (Maybe Int)
- integerHyperParameterRange_name :: Lens' IntegerHyperParameterRange (Maybe Text)
- metricAttribute_eventType :: Lens' MetricAttribute Text
- metricAttribute_metricName :: Lens' MetricAttribute Text
- metricAttribute_expression :: Lens' MetricAttribute Text
- metricAttribution_creationDateTime :: Lens' MetricAttribution (Maybe UTCTime)
- metricAttribution_datasetGroupArn :: Lens' MetricAttribution (Maybe Text)
- metricAttribution_failureReason :: Lens' MetricAttribution (Maybe Text)
- metricAttribution_lastUpdatedDateTime :: Lens' MetricAttribution (Maybe UTCTime)
- metricAttribution_metricAttributionArn :: Lens' MetricAttribution (Maybe Text)
- metricAttribution_metricsOutputConfig :: Lens' MetricAttribution (Maybe MetricAttributionOutput)
- metricAttribution_name :: Lens' MetricAttribution (Maybe Text)
- metricAttribution_status :: Lens' MetricAttribution (Maybe Text)
- metricAttributionOutput_s3DataDestination :: Lens' MetricAttributionOutput (Maybe S3DataConfig)
- metricAttributionOutput_roleArn :: Lens' MetricAttributionOutput Text
- metricAttributionSummary_creationDateTime :: Lens' MetricAttributionSummary (Maybe UTCTime)
- metricAttributionSummary_failureReason :: Lens' MetricAttributionSummary (Maybe Text)
- metricAttributionSummary_lastUpdatedDateTime :: Lens' MetricAttributionSummary (Maybe UTCTime)
- metricAttributionSummary_metricAttributionArn :: Lens' MetricAttributionSummary (Maybe Text)
- metricAttributionSummary_name :: Lens' MetricAttributionSummary (Maybe Text)
- metricAttributionSummary_status :: Lens' MetricAttributionSummary (Maybe Text)
- optimizationObjective_itemAttribute :: Lens' OptimizationObjective (Maybe Text)
- optimizationObjective_objectiveSensitivity :: Lens' OptimizationObjective (Maybe ObjectiveSensitivity)
- recipe_algorithmArn :: Lens' Recipe (Maybe Text)
- recipe_creationDateTime :: Lens' Recipe (Maybe UTCTime)
- recipe_description :: Lens' Recipe (Maybe Text)
- recipe_featureTransformationArn :: Lens' Recipe (Maybe Text)
- recipe_lastUpdatedDateTime :: Lens' Recipe (Maybe UTCTime)
- recipe_name :: Lens' Recipe (Maybe Text)
- recipe_recipeArn :: Lens' Recipe (Maybe Text)
- recipe_recipeType :: Lens' Recipe (Maybe Text)
- recipe_status :: Lens' Recipe (Maybe Text)
- recipeSummary_creationDateTime :: Lens' RecipeSummary (Maybe UTCTime)
- recipeSummary_domain :: Lens' RecipeSummary (Maybe Domain)
- recipeSummary_lastUpdatedDateTime :: Lens' RecipeSummary (Maybe UTCTime)
- recipeSummary_name :: Lens' RecipeSummary (Maybe Text)
- recipeSummary_recipeArn :: Lens' RecipeSummary (Maybe Text)
- recipeSummary_status :: Lens' RecipeSummary (Maybe Text)
- recommender_creationDateTime :: Lens' Recommender (Maybe UTCTime)
- recommender_datasetGroupArn :: Lens' Recommender (Maybe Text)
- recommender_failureReason :: Lens' Recommender (Maybe Text)
- recommender_lastUpdatedDateTime :: Lens' Recommender (Maybe UTCTime)
- recommender_latestRecommenderUpdate :: Lens' Recommender (Maybe RecommenderUpdateSummary)
- recommender_modelMetrics :: Lens' Recommender (Maybe (HashMap Text Double))
- recommender_name :: Lens' Recommender (Maybe Text)
- recommender_recipeArn :: Lens' Recommender (Maybe Text)
- recommender_recommenderArn :: Lens' Recommender (Maybe Text)
- recommender_recommenderConfig :: Lens' Recommender (Maybe RecommenderConfig)
- recommender_status :: Lens' Recommender (Maybe Text)
- recommenderConfig_itemExplorationConfig :: Lens' RecommenderConfig (Maybe (HashMap Text Text))
- recommenderConfig_minRecommendationRequestsPerSecond :: Lens' RecommenderConfig (Maybe Natural)
- recommenderSummary_creationDateTime :: Lens' RecommenderSummary (Maybe UTCTime)
- recommenderSummary_datasetGroupArn :: Lens' RecommenderSummary (Maybe Text)
- recommenderSummary_lastUpdatedDateTime :: Lens' RecommenderSummary (Maybe UTCTime)
- recommenderSummary_name :: Lens' RecommenderSummary (Maybe Text)
- recommenderSummary_recipeArn :: Lens' RecommenderSummary (Maybe Text)
- recommenderSummary_recommenderArn :: Lens' RecommenderSummary (Maybe Text)
- recommenderSummary_recommenderConfig :: Lens' RecommenderSummary (Maybe RecommenderConfig)
- recommenderSummary_status :: Lens' RecommenderSummary (Maybe Text)
- recommenderUpdateSummary_creationDateTime :: Lens' RecommenderUpdateSummary (Maybe UTCTime)
- recommenderUpdateSummary_failureReason :: Lens' RecommenderUpdateSummary (Maybe Text)
- recommenderUpdateSummary_lastUpdatedDateTime :: Lens' RecommenderUpdateSummary (Maybe UTCTime)
- recommenderUpdateSummary_recommenderConfig :: Lens' RecommenderUpdateSummary (Maybe RecommenderConfig)
- recommenderUpdateSummary_status :: Lens' RecommenderUpdateSummary (Maybe Text)
- s3DataConfig_kmsKeyArn :: Lens' S3DataConfig (Maybe Text)
- s3DataConfig_path :: Lens' S3DataConfig Text
- solution_autoMLResult :: Lens' Solution (Maybe AutoMLResult)
- solution_creationDateTime :: Lens' Solution (Maybe UTCTime)
- solution_datasetGroupArn :: Lens' Solution (Maybe Text)
- solution_eventType :: Lens' Solution (Maybe Text)
- solution_lastUpdatedDateTime :: Lens' Solution (Maybe UTCTime)
- solution_latestSolutionVersion :: Lens' Solution (Maybe SolutionVersionSummary)
- solution_name :: Lens' Solution (Maybe Text)
- solution_performAutoML :: Lens' Solution (Maybe Bool)
- solution_performHPO :: Lens' Solution (Maybe Bool)
- solution_recipeArn :: Lens' Solution (Maybe Text)
- solution_solutionArn :: Lens' Solution (Maybe Text)
- solution_solutionConfig :: Lens' Solution (Maybe SolutionConfig)
- solution_status :: Lens' Solution (Maybe Text)
- solutionConfig_algorithmHyperParameters :: Lens' SolutionConfig (Maybe (HashMap Text Text))
- solutionConfig_autoMLConfig :: Lens' SolutionConfig (Maybe AutoMLConfig)
- solutionConfig_eventValueThreshold :: Lens' SolutionConfig (Maybe Text)
- solutionConfig_featureTransformationParameters :: Lens' SolutionConfig (Maybe (HashMap Text Text))
- solutionConfig_hpoConfig :: Lens' SolutionConfig (Maybe HPOConfig)
- solutionConfig_optimizationObjective :: Lens' SolutionConfig (Maybe OptimizationObjective)
- solutionSummary_creationDateTime :: Lens' SolutionSummary (Maybe UTCTime)
- solutionSummary_lastUpdatedDateTime :: Lens' SolutionSummary (Maybe UTCTime)
- solutionSummary_name :: Lens' SolutionSummary (Maybe Text)
- solutionSummary_recipeArn :: Lens' SolutionSummary (Maybe Text)
- solutionSummary_solutionArn :: Lens' SolutionSummary (Maybe Text)
- solutionSummary_status :: Lens' SolutionSummary (Maybe Text)
- solutionVersion_creationDateTime :: Lens' SolutionVersion (Maybe UTCTime)
- solutionVersion_datasetGroupArn :: Lens' SolutionVersion (Maybe Text)
- solutionVersion_eventType :: Lens' SolutionVersion (Maybe Text)
- solutionVersion_failureReason :: Lens' SolutionVersion (Maybe Text)
- solutionVersion_lastUpdatedDateTime :: Lens' SolutionVersion (Maybe UTCTime)
- solutionVersion_name :: Lens' SolutionVersion (Maybe Text)
- solutionVersion_performAutoML :: Lens' SolutionVersion (Maybe Bool)
- solutionVersion_performHPO :: Lens' SolutionVersion (Maybe Bool)
- solutionVersion_recipeArn :: Lens' SolutionVersion (Maybe Text)
- solutionVersion_solutionArn :: Lens' SolutionVersion (Maybe Text)
- solutionVersion_solutionConfig :: Lens' SolutionVersion (Maybe SolutionConfig)
- solutionVersion_solutionVersionArn :: Lens' SolutionVersion (Maybe Text)
- solutionVersion_status :: Lens' SolutionVersion (Maybe Text)
- solutionVersion_trainingHours :: Lens' SolutionVersion (Maybe Double)
- solutionVersion_trainingMode :: Lens' SolutionVersion (Maybe TrainingMode)
- solutionVersion_tunedHPOParams :: Lens' SolutionVersion (Maybe TunedHPOParams)
- solutionVersionSummary_creationDateTime :: Lens' SolutionVersionSummary (Maybe UTCTime)
- solutionVersionSummary_failureReason :: Lens' SolutionVersionSummary (Maybe Text)
- solutionVersionSummary_lastUpdatedDateTime :: Lens' SolutionVersionSummary (Maybe UTCTime)
- solutionVersionSummary_solutionVersionArn :: Lens' SolutionVersionSummary (Maybe Text)
- solutionVersionSummary_status :: Lens' SolutionVersionSummary (Maybe Text)
- tag_tagKey :: Lens' Tag Text
- tag_tagValue :: Lens' Tag Text
- tunedHPOParams_algorithmHyperParameters :: Lens' TunedHPOParams (Maybe (HashMap Text Text))
Operations
CreateBatchInferenceJob
createBatchInferenceJob_batchInferenceJobConfig :: Lens' CreateBatchInferenceJob (Maybe BatchInferenceJobConfig) Source #
The configuration details of a batch inference job.
createBatchInferenceJob_filterArn :: Lens' CreateBatchInferenceJob (Maybe Text) Source #
The ARN of the filter to apply to the batch inference job. For more information on using filters, see Filtering batch recommendations.
createBatchInferenceJob_numResults :: Lens' CreateBatchInferenceJob (Maybe Int) Source #
The number of recommendations to retrieve.
createBatchInferenceJob_tags :: Lens' CreateBatchInferenceJob (Maybe [Tag]) Source #
A list of tags to apply to the batch inference job.
createBatchInferenceJob_jobName :: Lens' CreateBatchInferenceJob Text Source #
The name of the batch inference job to create.
createBatchInferenceJob_solutionVersionArn :: Lens' CreateBatchInferenceJob Text Source #
The Amazon Resource Name (ARN) of the solution version that will be used to generate the batch inference recommendations.
createBatchInferenceJob_jobInput :: Lens' CreateBatchInferenceJob BatchInferenceJobInput Source #
The Amazon S3 path that leads to the input file to base your recommendations on. The input material must be in JSON format.
createBatchInferenceJob_jobOutput :: Lens' CreateBatchInferenceJob BatchInferenceJobOutput Source #
The path to the Amazon S3 bucket where the job's output will be stored.
createBatchInferenceJob_roleArn :: Lens' CreateBatchInferenceJob Text Source #
The ARN of the Amazon Identity and Access Management role that has permissions to read and write to your input and output Amazon S3 buckets respectively.
createBatchInferenceJobResponse_batchInferenceJobArn :: Lens' CreateBatchInferenceJobResponse (Maybe Text) Source #
The ARN of the batch inference job.
createBatchInferenceJobResponse_httpStatus :: Lens' CreateBatchInferenceJobResponse Int Source #
The response's http status code.
CreateBatchSegmentJob
createBatchSegmentJob_filterArn :: Lens' CreateBatchSegmentJob (Maybe Text) Source #
The ARN of the filter to apply to the batch segment job. For more information on using filters, see Filtering batch recommendations.
createBatchSegmentJob_numResults :: Lens' CreateBatchSegmentJob (Maybe Int) Source #
The number of predicted users generated by the batch segment job for each line of input data.
createBatchSegmentJob_tags :: Lens' CreateBatchSegmentJob (Maybe [Tag]) Source #
A list of tags to apply to the batch segment job.
createBatchSegmentJob_jobName :: Lens' CreateBatchSegmentJob Text Source #
The name of the batch segment job to create.
createBatchSegmentJob_solutionVersionArn :: Lens' CreateBatchSegmentJob Text Source #
The Amazon Resource Name (ARN) of the solution version you want the batch segment job to use to generate batch segments.
createBatchSegmentJob_jobInput :: Lens' CreateBatchSegmentJob BatchSegmentJobInput Source #
The Amazon S3 path for the input data used to generate the batch segment job.
createBatchSegmentJob_jobOutput :: Lens' CreateBatchSegmentJob BatchSegmentJobOutput Source #
The Amazon S3 path for the bucket where the job's output will be stored.
createBatchSegmentJob_roleArn :: Lens' CreateBatchSegmentJob Text Source #
The ARN of the Amazon Identity and Access Management role that has permissions to read and write to your input and output Amazon S3 buckets respectively.
createBatchSegmentJobResponse_batchSegmentJobArn :: Lens' CreateBatchSegmentJobResponse (Maybe Text) Source #
The ARN of the batch segment job.
createBatchSegmentJobResponse_httpStatus :: Lens' CreateBatchSegmentJobResponse Int Source #
The response's http status code.
CreateCampaign
createCampaign_campaignConfig :: Lens' CreateCampaign (Maybe CampaignConfig) Source #
The configuration details of a campaign.
createCampaign_minProvisionedTPS :: Lens' CreateCampaign (Maybe Natural) Source #
Specifies the requested minimum provisioned transactions (recommendations) per second that Amazon Personalize will support.
createCampaign_tags :: Lens' CreateCampaign (Maybe [Tag]) Source #
A list of tags to apply to the campaign.
createCampaign_name :: Lens' CreateCampaign Text Source #
A name for the new campaign. The campaign name must be unique within your account.
createCampaign_solutionVersionArn :: Lens' CreateCampaign Text Source #
The Amazon Resource Name (ARN) of the solution version to deploy.
createCampaignResponse_campaignArn :: Lens' CreateCampaignResponse (Maybe Text) Source #
The Amazon Resource Name (ARN) of the campaign.
createCampaignResponse_httpStatus :: Lens' CreateCampaignResponse Int Source #
The response's http status code.
CreateDataset
createDataset_tags :: Lens' CreateDataset (Maybe [Tag]) Source #
A list of tags to apply to the dataset.
createDataset_name :: Lens' CreateDataset Text Source #
The name for the dataset.
createDataset_schemaArn :: Lens' CreateDataset Text Source #
The ARN of the schema to associate with the dataset. The schema defines the dataset fields.
createDataset_datasetGroupArn :: Lens' CreateDataset Text Source #
The Amazon Resource Name (ARN) of the dataset group to add the dataset to.
createDataset_datasetType :: Lens' CreateDataset Text Source #
The type of dataset.
One of the following (case insensitive) values:
- Interactions
- Items
- Users
createDatasetResponse_datasetArn :: Lens' CreateDatasetResponse (Maybe Text) Source #
The ARN of the dataset.
createDatasetResponse_httpStatus :: Lens' CreateDatasetResponse Int Source #
The response's http status code.
CreateDatasetExportJob
createDatasetExportJob_ingestionMode :: Lens' CreateDatasetExportJob (Maybe IngestionMode) Source #
The data to export, based on how you imported the data. You can choose
to export only BULK
data that you imported using a dataset import job,
only PUT
data that you imported incrementally (using the console,
PutEvents, PutUsers and PutItems operations), or ALL
for both types.
The default value is PUT
.
createDatasetExportJob_tags :: Lens' CreateDatasetExportJob (Maybe [Tag]) Source #
A list of tags to apply to the dataset export job.
createDatasetExportJob_jobName :: Lens' CreateDatasetExportJob Text Source #
The name for the dataset export job.
createDatasetExportJob_datasetArn :: Lens' CreateDatasetExportJob Text Source #
The Amazon Resource Name (ARN) of the dataset that contains the data to export.
createDatasetExportJob_roleArn :: Lens' CreateDatasetExportJob Text Source #
The Amazon Resource Name (ARN) of the IAM service role that has permissions to add data to your output Amazon S3 bucket.
createDatasetExportJob_jobOutput :: Lens' CreateDatasetExportJob DatasetExportJobOutput Source #
The path to the Amazon S3 bucket where the job's output is stored.
createDatasetExportJobResponse_datasetExportJobArn :: Lens' CreateDatasetExportJobResponse (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset export job.
createDatasetExportJobResponse_httpStatus :: Lens' CreateDatasetExportJobResponse Int Source #
The response's http status code.
CreateDatasetGroup
createDatasetGroup_domain :: Lens' CreateDatasetGroup (Maybe Domain) Source #
The domain of the dataset group. Specify a domain to create a Domain dataset group. The domain you specify determines the default schemas for datasets and the use cases available for recommenders. If you don't specify a domain, you create a Custom dataset group with solution versions that you deploy with a campaign.
createDatasetGroup_kmsKeyArn :: Lens' CreateDatasetGroup (Maybe Text) Source #
The Amazon Resource Name (ARN) of a Key Management Service (KMS) key used to encrypt the datasets.
createDatasetGroup_roleArn :: Lens' CreateDatasetGroup (Maybe Text) Source #
The ARN of the Identity and Access Management (IAM) role that has permissions to access the Key Management Service (KMS) key. Supplying an IAM role is only valid when also specifying a KMS key.
createDatasetGroup_tags :: Lens' CreateDatasetGroup (Maybe [Tag]) Source #
A list of tags to apply to the dataset group.
createDatasetGroup_name :: Lens' CreateDatasetGroup Text Source #
The name for the new dataset group.
createDatasetGroupResponse_datasetGroupArn :: Lens' CreateDatasetGroupResponse (Maybe Text) Source #
The Amazon Resource Name (ARN) of the new dataset group.
createDatasetGroupResponse_domain :: Lens' CreateDatasetGroupResponse (Maybe Domain) Source #
The domain for the new Domain dataset group.
createDatasetGroupResponse_httpStatus :: Lens' CreateDatasetGroupResponse Int Source #
The response's http status code.
CreateDatasetImportJob
createDatasetImportJob_importMode :: Lens' CreateDatasetImportJob (Maybe ImportMode) Source #
Specify how to add the new records to an existing dataset. The default
import mode is FULL
. If you haven't imported bulk records into the
dataset previously, you can only specify FULL
.
- Specify
FULL
to overwrite all existing bulk data in your dataset. Data you imported individually is not replaced. - Specify
INCREMENTAL
to append the new records to the existing data in your dataset. Amazon Personalize replaces any record with the same ID with the new one.
createDatasetImportJob_publishAttributionMetricsToS3 :: Lens' CreateDatasetImportJob (Maybe Bool) Source #
If you created a metric attribution, specify whether to publish metrics for this import job to Amazon S3
createDatasetImportJob_tags :: Lens' CreateDatasetImportJob (Maybe [Tag]) Source #
A list of tags to apply to the dataset import job.
createDatasetImportJob_jobName :: Lens' CreateDatasetImportJob Text Source #
The name for the dataset import job.
createDatasetImportJob_datasetArn :: Lens' CreateDatasetImportJob Text Source #
The ARN of the dataset that receives the imported data.
createDatasetImportJob_dataSource :: Lens' CreateDatasetImportJob DataSource Source #
The Amazon S3 bucket that contains the training data to import.
createDatasetImportJob_roleArn :: Lens' CreateDatasetImportJob Text Source #
The ARN of the IAM role that has permissions to read from the Amazon S3 data source.
createDatasetImportJobResponse_datasetImportJobArn :: Lens' CreateDatasetImportJobResponse (Maybe Text) Source #
The ARN of the dataset import job.
createDatasetImportJobResponse_httpStatus :: Lens' CreateDatasetImportJobResponse Int Source #
The response's http status code.
CreateEventTracker
createEventTracker_tags :: Lens' CreateEventTracker (Maybe [Tag]) Source #
A list of tags to apply to the event tracker.
createEventTracker_name :: Lens' CreateEventTracker Text Source #
The name for the event tracker.
createEventTracker_datasetGroupArn :: Lens' CreateEventTracker Text Source #
The Amazon Resource Name (ARN) of the dataset group that receives the event data.
createEventTrackerResponse_eventTrackerArn :: Lens' CreateEventTrackerResponse (Maybe Text) Source #
The ARN of the event tracker.
createEventTrackerResponse_trackingId :: Lens' CreateEventTrackerResponse (Maybe Text) Source #
The ID of the event tracker. Include this ID in requests to the PutEvents API.
createEventTrackerResponse_httpStatus :: Lens' CreateEventTrackerResponse Int Source #
The response's http status code.
CreateFilter
createFilter_tags :: Lens' CreateFilter (Maybe [Tag]) Source #
A list of tags to apply to the filter.
createFilter_name :: Lens' CreateFilter Text Source #
The name of the filter to create.
createFilter_datasetGroupArn :: Lens' CreateFilter Text Source #
The ARN of the dataset group that the filter will belong to.
createFilter_filterExpression :: Lens' CreateFilter Text Source #
The filter expression defines which items are included or excluded from recommendations. Filter expression must follow specific format rules. For information about filter expression structure and syntax, see Filter expressions.
createFilterResponse_filterArn :: Lens' CreateFilterResponse (Maybe Text) Source #
The ARN of the new filter.
createFilterResponse_httpStatus :: Lens' CreateFilterResponse Int Source #
The response's http status code.
CreateMetricAttribution
createMetricAttribution_name :: Lens' CreateMetricAttribution Text Source #
A name for the metric attribution.
createMetricAttribution_datasetGroupArn :: Lens' CreateMetricAttribution Text Source #
The Amazon Resource Name (ARN) of the destination dataset group for the metric attribution.
createMetricAttribution_metrics :: Lens' CreateMetricAttribution [MetricAttribute] Source #
A list of metric attributes for the metric attribution. Each metric
attribute specifies an event type to track and a function. Available
functions are SUM()
or SAMPLECOUNT()
. For SUM() functions, provide
the dataset type (either Interactions or Items) and column to sum as a
parameter. For example SUM(Items.PRICE).
createMetricAttribution_metricsOutputConfig :: Lens' CreateMetricAttribution MetricAttributionOutput Source #
The output configuration details for the metric attribution.
createMetricAttributionResponse_metricAttributionArn :: Lens' CreateMetricAttributionResponse (Maybe Text) Source #
The Amazon Resource Name (ARN) for the new metric attribution.
createMetricAttributionResponse_httpStatus :: Lens' CreateMetricAttributionResponse Int Source #
The response's http status code.
CreateRecommender
createRecommender_recommenderConfig :: Lens' CreateRecommender (Maybe RecommenderConfig) Source #
The configuration details of the recommender.
createRecommender_tags :: Lens' CreateRecommender (Maybe [Tag]) Source #
A list of tags to apply to the recommender.
createRecommender_name :: Lens' CreateRecommender Text Source #
The name of the recommender.
createRecommender_datasetGroupArn :: Lens' CreateRecommender Text Source #
The Amazon Resource Name (ARN) of the destination domain dataset group for the recommender.
createRecommender_recipeArn :: Lens' CreateRecommender Text Source #
The Amazon Resource Name (ARN) of the recipe that the recommender will use. For a recommender, a recipe is a Domain dataset group use case. Only Domain dataset group use cases can be used to create a recommender. For information about use cases see Choosing recommender use cases.
createRecommenderResponse_recommenderArn :: Lens' CreateRecommenderResponse (Maybe Text) Source #
The Amazon Resource Name (ARN) of the recommender.
createRecommenderResponse_httpStatus :: Lens' CreateRecommenderResponse Int Source #
The response's http status code.
CreateSchema
createSchema_domain :: Lens' CreateSchema (Maybe Domain) Source #
The domain for the schema. If you are creating a schema for a dataset in a Domain dataset group, specify the domain you chose when you created the Domain dataset group.
createSchema_name :: Lens' CreateSchema Text Source #
The name for the schema.
createSchema_schema :: Lens' CreateSchema Text Source #
A schema in Avro JSON format.
createSchemaResponse_schemaArn :: Lens' CreateSchemaResponse (Maybe Text) Source #
The Amazon Resource Name (ARN) of the created schema.
createSchemaResponse_httpStatus :: Lens' CreateSchemaResponse Int Source #
The response's http status code.
CreateSolution
createSolution_eventType :: Lens' CreateSolution (Maybe Text) Source #
When your have multiple event types (using an EVENT_TYPE
schema
field), this parameter specifies which event type (for example,
'click' or 'like') is used for training the model.
If you do not provide an eventType
, Amazon Personalize will use all
interactions for training with equal weight regardless of type.
createSolution_performAutoML :: Lens' CreateSolution (Maybe Bool) Source #
Whether to perform automated machine learning (AutoML). The default is
false
. For this case, you must specify recipeArn
.
When set to true
, Amazon Personalize analyzes your training data and
selects the optimal USER_PERSONALIZATION recipe and hyperparameters. In
this case, you must omit recipeArn
. Amazon Personalize determines the
optimal recipe by running tests with different values for the
hyperparameters. AutoML lengthens the training process as compared to
selecting a specific recipe.
createSolution_performHPO :: Lens' CreateSolution (Maybe Bool) Source #
Whether to perform hyperparameter optimization (HPO) on the specified or
selected recipe. The default is false
.
When performing AutoML, this parameter is always true
and you should
not set it to false
.
createSolution_recipeArn :: Lens' CreateSolution (Maybe Text) Source #
The ARN of the recipe to use for model training. Only specified when
performAutoML
is false.
createSolution_solutionConfig :: Lens' CreateSolution (Maybe SolutionConfig) Source #
The configuration to use with the solution. When performAutoML
is set
to true, Amazon Personalize only evaluates the autoMLConfig
section of
the solution configuration.
Amazon Personalize doesn't support configuring the hpoObjective
at
this time.
createSolution_tags :: Lens' CreateSolution (Maybe [Tag]) Source #
A list of tags to apply to the solution.
createSolution_name :: Lens' CreateSolution Text Source #
The name for the solution.
createSolution_datasetGroupArn :: Lens' CreateSolution Text Source #
The Amazon Resource Name (ARN) of the dataset group that provides the training data.
createSolutionResponse_solutionArn :: Lens' CreateSolutionResponse (Maybe Text) Source #
The ARN of the solution.
createSolutionResponse_httpStatus :: Lens' CreateSolutionResponse Int Source #
The response's http status code.
CreateSolutionVersion
createSolutionVersion_name :: Lens' CreateSolutionVersion (Maybe Text) Source #
The name of the solution version.
createSolutionVersion_tags :: Lens' CreateSolutionVersion (Maybe [Tag]) Source #
A list of tags to apply to the solution version.
createSolutionVersion_trainingMode :: Lens' CreateSolutionVersion (Maybe TrainingMode) Source #
The scope of training to be performed when creating the solution
version. The FULL
option trains the solution version based on the
entirety of the input solution's training data, while the UPDATE
option processes only the data that has changed in comparison to the
input solution. Choose UPDATE
when you want to incrementally update
your solution version instead of creating an entirely new one.
The UPDATE
option can only be used when you already have an active
solution version created from the input solution using the FULL
option
and the input solution was trained with the
User-Personalization
recipe or the
HRNN-Coldstart
recipe.
createSolutionVersion_solutionArn :: Lens' CreateSolutionVersion Text Source #
The Amazon Resource Name (ARN) of the solution containing the training configuration information.
createSolutionVersionResponse_solutionVersionArn :: Lens' CreateSolutionVersionResponse (Maybe Text) Source #
The ARN of the new solution version.
createSolutionVersionResponse_httpStatus :: Lens' CreateSolutionVersionResponse Int Source #
The response's http status code.
DeleteCampaign
deleteCampaign_campaignArn :: Lens' DeleteCampaign Text Source #
The Amazon Resource Name (ARN) of the campaign to delete.
DeleteDataset
deleteDataset_datasetArn :: Lens' DeleteDataset Text Source #
The Amazon Resource Name (ARN) of the dataset to delete.
DeleteDatasetGroup
deleteDatasetGroup_datasetGroupArn :: Lens' DeleteDatasetGroup Text Source #
The ARN of the dataset group to delete.
DeleteEventTracker
deleteEventTracker_eventTrackerArn :: Lens' DeleteEventTracker Text Source #
The Amazon Resource Name (ARN) of the event tracker to delete.
DeleteFilter
deleteFilter_filterArn :: Lens' DeleteFilter Text Source #
The ARN of the filter to delete.
DeleteMetricAttribution
deleteMetricAttribution_metricAttributionArn :: Lens' DeleteMetricAttribution Text Source #
The metric attribution's Amazon Resource Name (ARN).
DeleteRecommender
deleteRecommender_recommenderArn :: Lens' DeleteRecommender Text Source #
The Amazon Resource Name (ARN) of the recommender to delete.
DeleteSchema
deleteSchema_schemaArn :: Lens' DeleteSchema Text Source #
The Amazon Resource Name (ARN) of the schema to delete.
DeleteSolution
deleteSolution_solutionArn :: Lens' DeleteSolution Text Source #
The ARN of the solution to delete.
DescribeAlgorithm
describeAlgorithm_algorithmArn :: Lens' DescribeAlgorithm Text Source #
The Amazon Resource Name (ARN) of the algorithm to describe.
describeAlgorithmResponse_algorithm :: Lens' DescribeAlgorithmResponse (Maybe Algorithm) Source #
A listing of the properties of the algorithm.
describeAlgorithmResponse_httpStatus :: Lens' DescribeAlgorithmResponse Int Source #
The response's http status code.
DescribeBatchInferenceJob
describeBatchInferenceJob_batchInferenceJobArn :: Lens' DescribeBatchInferenceJob Text Source #
The ARN of the batch inference job to describe.
describeBatchInferenceJobResponse_batchInferenceJob :: Lens' DescribeBatchInferenceJobResponse (Maybe BatchInferenceJob) Source #
Information on the specified batch inference job.
describeBatchInferenceJobResponse_httpStatus :: Lens' DescribeBatchInferenceJobResponse Int Source #
The response's http status code.
DescribeBatchSegmentJob
describeBatchSegmentJob_batchSegmentJobArn :: Lens' DescribeBatchSegmentJob Text Source #
The ARN of the batch segment job to describe.
describeBatchSegmentJobResponse_batchSegmentJob :: Lens' DescribeBatchSegmentJobResponse (Maybe BatchSegmentJob) Source #
Information on the specified batch segment job.
describeBatchSegmentJobResponse_httpStatus :: Lens' DescribeBatchSegmentJobResponse Int Source #
The response's http status code.
DescribeCampaign
describeCampaign_campaignArn :: Lens' DescribeCampaign Text Source #
The Amazon Resource Name (ARN) of the campaign.
describeCampaignResponse_campaign :: Lens' DescribeCampaignResponse (Maybe Campaign) Source #
The properties of the campaign.
describeCampaignResponse_httpStatus :: Lens' DescribeCampaignResponse Int Source #
The response's http status code.
DescribeDataset
describeDataset_datasetArn :: Lens' DescribeDataset Text Source #
The Amazon Resource Name (ARN) of the dataset to describe.
describeDatasetResponse_dataset :: Lens' DescribeDatasetResponse (Maybe Dataset) Source #
A listing of the dataset's properties.
describeDatasetResponse_httpStatus :: Lens' DescribeDatasetResponse Int Source #
The response's http status code.
DescribeDatasetExportJob
describeDatasetExportJob_datasetExportJobArn :: Lens' DescribeDatasetExportJob Text Source #
The Amazon Resource Name (ARN) of the dataset export job to describe.
describeDatasetExportJobResponse_datasetExportJob :: Lens' DescribeDatasetExportJobResponse (Maybe DatasetExportJob) Source #
Information about the dataset export job, including the status.
The status is one of the following values:
- CREATE PENDING
- CREATE IN_PROGRESS
- ACTIVE
- CREATE FAILED
describeDatasetExportJobResponse_httpStatus :: Lens' DescribeDatasetExportJobResponse Int Source #
The response's http status code.
DescribeDatasetGroup
describeDatasetGroup_datasetGroupArn :: Lens' DescribeDatasetGroup Text Source #
The Amazon Resource Name (ARN) of the dataset group to describe.
describeDatasetGroupResponse_datasetGroup :: Lens' DescribeDatasetGroupResponse (Maybe DatasetGroup) Source #
A listing of the dataset group's properties.
describeDatasetGroupResponse_httpStatus :: Lens' DescribeDatasetGroupResponse Int Source #
The response's http status code.
DescribeDatasetImportJob
describeDatasetImportJob_datasetImportJobArn :: Lens' DescribeDatasetImportJob Text Source #
The Amazon Resource Name (ARN) of the dataset import job to describe.
describeDatasetImportJobResponse_datasetImportJob :: Lens' DescribeDatasetImportJobResponse (Maybe DatasetImportJob) Source #
Information about the dataset import job, including the status.
The status is one of the following values:
- CREATE PENDING
- CREATE IN_PROGRESS
- ACTIVE
- CREATE FAILED
describeDatasetImportJobResponse_httpStatus :: Lens' DescribeDatasetImportJobResponse Int Source #
The response's http status code.
DescribeEventTracker
describeEventTracker_eventTrackerArn :: Lens' DescribeEventTracker Text Source #
The Amazon Resource Name (ARN) of the event tracker to describe.
describeEventTrackerResponse_eventTracker :: Lens' DescribeEventTrackerResponse (Maybe EventTracker) Source #
An object that describes the event tracker.
describeEventTrackerResponse_httpStatus :: Lens' DescribeEventTrackerResponse Int Source #
The response's http status code.
DescribeFeatureTransformation
describeFeatureTransformation_featureTransformationArn :: Lens' DescribeFeatureTransformation Text Source #
The Amazon Resource Name (ARN) of the feature transformation to describe.
describeFeatureTransformationResponse_featureTransformation :: Lens' DescribeFeatureTransformationResponse (Maybe FeatureTransformation) Source #
A listing of the FeatureTransformation properties.
describeFeatureTransformationResponse_httpStatus :: Lens' DescribeFeatureTransformationResponse Int Source #
The response's http status code.
DescribeFilter
describeFilter_filterArn :: Lens' DescribeFilter Text Source #
The ARN of the filter to describe.
describeFilterResponse_filter :: Lens' DescribeFilterResponse (Maybe Filter) Source #
The filter's details.
describeFilterResponse_httpStatus :: Lens' DescribeFilterResponse Int Source #
The response's http status code.
DescribeMetricAttribution
describeMetricAttribution_metricAttributionArn :: Lens' DescribeMetricAttribution Text Source #
The metric attribution's Amazon Resource Name (ARN).
describeMetricAttributionResponse_metricAttribution :: Lens' DescribeMetricAttributionResponse (Maybe MetricAttribution) Source #
The details of the metric attribution.
describeMetricAttributionResponse_httpStatus :: Lens' DescribeMetricAttributionResponse Int Source #
The response's http status code.
DescribeRecipe
describeRecipe_recipeArn :: Lens' DescribeRecipe Text Source #
The Amazon Resource Name (ARN) of the recipe to describe.
describeRecipeResponse_recipe :: Lens' DescribeRecipeResponse (Maybe Recipe) Source #
An object that describes the recipe.
describeRecipeResponse_httpStatus :: Lens' DescribeRecipeResponse Int Source #
The response's http status code.
DescribeRecommender
describeRecommender_recommenderArn :: Lens' DescribeRecommender Text Source #
The Amazon Resource Name (ARN) of the recommender to describe.
describeRecommenderResponse_recommender :: Lens' DescribeRecommenderResponse (Maybe Recommender) Source #
The properties of the recommender.
describeRecommenderResponse_httpStatus :: Lens' DescribeRecommenderResponse Int Source #
The response's http status code.
DescribeSchema
describeSchema_schemaArn :: Lens' DescribeSchema Text Source #
The Amazon Resource Name (ARN) of the schema to retrieve.
describeSchemaResponse_schema :: Lens' DescribeSchemaResponse (Maybe DatasetSchema) Source #
The requested schema.
describeSchemaResponse_httpStatus :: Lens' DescribeSchemaResponse Int Source #
The response's http status code.
DescribeSolution
describeSolution_solutionArn :: Lens' DescribeSolution Text Source #
The Amazon Resource Name (ARN) of the solution to describe.
describeSolutionResponse_solution :: Lens' DescribeSolutionResponse (Maybe Solution) Source #
An object that describes the solution.
describeSolutionResponse_httpStatus :: Lens' DescribeSolutionResponse Int Source #
The response's http status code.
DescribeSolutionVersion
describeSolutionVersion_solutionVersionArn :: Lens' DescribeSolutionVersion Text Source #
The Amazon Resource Name (ARN) of the solution version.
describeSolutionVersionResponse_solutionVersion :: Lens' DescribeSolutionVersionResponse (Maybe SolutionVersion) Source #
The solution version.
describeSolutionVersionResponse_httpStatus :: Lens' DescribeSolutionVersionResponse Int Source #
The response's http status code.
GetSolutionMetrics
getSolutionMetrics_solutionVersionArn :: Lens' GetSolutionMetrics Text Source #
The Amazon Resource Name (ARN) of the solution version for which to get metrics.
getSolutionMetricsResponse_metrics :: Lens' GetSolutionMetricsResponse (Maybe (HashMap Text Double)) Source #
The metrics for the solution version. For more information, see Evaluating a solution version with metrics .
getSolutionMetricsResponse_solutionVersionArn :: Lens' GetSolutionMetricsResponse (Maybe Text) Source #
The same solution version ARN as specified in the request.
getSolutionMetricsResponse_httpStatus :: Lens' GetSolutionMetricsResponse Int Source #
The response's http status code.
ListBatchInferenceJobs
listBatchInferenceJobs_maxResults :: Lens' ListBatchInferenceJobs (Maybe Natural) Source #
The maximum number of batch inference job results to return in each page. The default value is 100.
listBatchInferenceJobs_nextToken :: Lens' ListBatchInferenceJobs (Maybe Text) Source #
The token to request the next page of results.
listBatchInferenceJobs_solutionVersionArn :: Lens' ListBatchInferenceJobs (Maybe Text) Source #
The Amazon Resource Name (ARN) of the solution version from which the batch inference jobs were created.
listBatchInferenceJobsResponse_batchInferenceJobs :: Lens' ListBatchInferenceJobsResponse (Maybe [BatchInferenceJobSummary]) Source #
A list containing information on each job that is returned.
listBatchInferenceJobsResponse_nextToken :: Lens' ListBatchInferenceJobsResponse (Maybe Text) Source #
The token to use to retrieve the next page of results. The value is
null
when there are no more results to return.
listBatchInferenceJobsResponse_httpStatus :: Lens' ListBatchInferenceJobsResponse Int Source #
The response's http status code.
ListBatchSegmentJobs
listBatchSegmentJobs_maxResults :: Lens' ListBatchSegmentJobs (Maybe Natural) Source #
The maximum number of batch segment job results to return in each page. The default value is 100.
listBatchSegmentJobs_nextToken :: Lens' ListBatchSegmentJobs (Maybe Text) Source #
The token to request the next page of results.
listBatchSegmentJobs_solutionVersionArn :: Lens' ListBatchSegmentJobs (Maybe Text) Source #
The Amazon Resource Name (ARN) of the solution version that the batch segment jobs used to generate batch segments.
listBatchSegmentJobsResponse_batchSegmentJobs :: Lens' ListBatchSegmentJobsResponse (Maybe [BatchSegmentJobSummary]) Source #
A list containing information on each job that is returned.
listBatchSegmentJobsResponse_nextToken :: Lens' ListBatchSegmentJobsResponse (Maybe Text) Source #
The token to use to retrieve the next page of results. The value is
null
when there are no more results to return.
listBatchSegmentJobsResponse_httpStatus :: Lens' ListBatchSegmentJobsResponse Int Source #
The response's http status code.
ListCampaigns
listCampaigns_maxResults :: Lens' ListCampaigns (Maybe Natural) Source #
The maximum number of campaigns to return.
listCampaigns_nextToken :: Lens' ListCampaigns (Maybe Text) Source #
A token returned from the previous call to ListCampaigns for getting the next set of campaigns (if they exist).
listCampaigns_solutionArn :: Lens' ListCampaigns (Maybe Text) Source #
The Amazon Resource Name (ARN) of the solution to list the campaigns for. When a solution is not specified, all the campaigns associated with the account are listed.
listCampaignsResponse_campaigns :: Lens' ListCampaignsResponse (Maybe [CampaignSummary]) Source #
A list of the campaigns.
listCampaignsResponse_nextToken :: Lens' ListCampaignsResponse (Maybe Text) Source #
A token for getting the next set of campaigns (if they exist).
listCampaignsResponse_httpStatus :: Lens' ListCampaignsResponse Int Source #
The response's http status code.
ListDatasetExportJobs
listDatasetExportJobs_datasetArn :: Lens' ListDatasetExportJobs (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset to list the dataset export jobs for.
listDatasetExportJobs_maxResults :: Lens' ListDatasetExportJobs (Maybe Natural) Source #
The maximum number of dataset export jobs to return.
listDatasetExportJobs_nextToken :: Lens' ListDatasetExportJobs (Maybe Text) Source #
A token returned from the previous call to ListDatasetExportJobs
for
getting the next set of dataset export jobs (if they exist).
listDatasetExportJobsResponse_datasetExportJobs :: Lens' ListDatasetExportJobsResponse (Maybe [DatasetExportJobSummary]) Source #
The list of dataset export jobs.
listDatasetExportJobsResponse_nextToken :: Lens' ListDatasetExportJobsResponse (Maybe Text) Source #
A token for getting the next set of dataset export jobs (if they exist).
listDatasetExportJobsResponse_httpStatus :: Lens' ListDatasetExportJobsResponse Int Source #
The response's http status code.
ListDatasetGroups
listDatasetGroups_maxResults :: Lens' ListDatasetGroups (Maybe Natural) Source #
The maximum number of dataset groups to return.
listDatasetGroups_nextToken :: Lens' ListDatasetGroups (Maybe Text) Source #
A token returned from the previous call to ListDatasetGroups
for
getting the next set of dataset groups (if they exist).
listDatasetGroupsResponse_datasetGroups :: Lens' ListDatasetGroupsResponse (Maybe [DatasetGroupSummary]) Source #
The list of your dataset groups.
listDatasetGroupsResponse_nextToken :: Lens' ListDatasetGroupsResponse (Maybe Text) Source #
A token for getting the next set of dataset groups (if they exist).
listDatasetGroupsResponse_httpStatus :: Lens' ListDatasetGroupsResponse Int Source #
The response's http status code.
ListDatasetImportJobs
listDatasetImportJobs_datasetArn :: Lens' ListDatasetImportJobs (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset to list the dataset import jobs for.
listDatasetImportJobs_maxResults :: Lens' ListDatasetImportJobs (Maybe Natural) Source #
The maximum number of dataset import jobs to return.
listDatasetImportJobs_nextToken :: Lens' ListDatasetImportJobs (Maybe Text) Source #
A token returned from the previous call to ListDatasetImportJobs
for
getting the next set of dataset import jobs (if they exist).
listDatasetImportJobsResponse_datasetImportJobs :: Lens' ListDatasetImportJobsResponse (Maybe [DatasetImportJobSummary]) Source #
The list of dataset import jobs.
listDatasetImportJobsResponse_nextToken :: Lens' ListDatasetImportJobsResponse (Maybe Text) Source #
A token for getting the next set of dataset import jobs (if they exist).
listDatasetImportJobsResponse_httpStatus :: Lens' ListDatasetImportJobsResponse Int Source #
The response's http status code.
ListDatasets
listDatasets_datasetGroupArn :: Lens' ListDatasets (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset group that contains the datasets to list.
listDatasets_maxResults :: Lens' ListDatasets (Maybe Natural) Source #
The maximum number of datasets to return.
listDatasets_nextToken :: Lens' ListDatasets (Maybe Text) Source #
A token returned from the previous call to ListDatasetImportJobs
for
getting the next set of dataset import jobs (if they exist).
listDatasetsResponse_datasets :: Lens' ListDatasetsResponse (Maybe [DatasetSummary]) Source #
An array of Dataset
objects. Each object provides metadata
information.
listDatasetsResponse_nextToken :: Lens' ListDatasetsResponse (Maybe Text) Source #
A token for getting the next set of datasets (if they exist).
listDatasetsResponse_httpStatus :: Lens' ListDatasetsResponse Int Source #
The response's http status code.
ListEventTrackers
listEventTrackers_datasetGroupArn :: Lens' ListEventTrackers (Maybe Text) Source #
The ARN of a dataset group used to filter the response.
listEventTrackers_maxResults :: Lens' ListEventTrackers (Maybe Natural) Source #
The maximum number of event trackers to return.
listEventTrackers_nextToken :: Lens' ListEventTrackers (Maybe Text) Source #
A token returned from the previous call to ListEventTrackers
for
getting the next set of event trackers (if they exist).
listEventTrackersResponse_eventTrackers :: Lens' ListEventTrackersResponse (Maybe [EventTrackerSummary]) Source #
A list of event trackers.
listEventTrackersResponse_nextToken :: Lens' ListEventTrackersResponse (Maybe Text) Source #
A token for getting the next set of event trackers (if they exist).
listEventTrackersResponse_httpStatus :: Lens' ListEventTrackersResponse Int Source #
The response's http status code.
ListFilters
listFilters_datasetGroupArn :: Lens' ListFilters (Maybe Text) Source #
The ARN of the dataset group that contains the filters.
listFilters_maxResults :: Lens' ListFilters (Maybe Natural) Source #
The maximum number of filters to return.
listFilters_nextToken :: Lens' ListFilters (Maybe Text) Source #
A token returned from the previous call to ListFilters
for getting the
next set of filters (if they exist).
listFiltersResponse_filters :: Lens' ListFiltersResponse (Maybe [FilterSummary]) Source #
A list of returned filters.
listFiltersResponse_nextToken :: Lens' ListFiltersResponse (Maybe Text) Source #
A token for getting the next set of filters (if they exist).
listFiltersResponse_httpStatus :: Lens' ListFiltersResponse Int Source #
The response's http status code.
ListMetricAttributionMetrics
listMetricAttributionMetrics_maxResults :: Lens' ListMetricAttributionMetrics (Maybe Natural) Source #
The maximum number of metrics to return in one page of results.
listMetricAttributionMetrics_metricAttributionArn :: Lens' ListMetricAttributionMetrics (Maybe Text) Source #
The Amazon Resource Name (ARN) of the metric attribution to retrieve attributes for.
listMetricAttributionMetrics_nextToken :: Lens' ListMetricAttributionMetrics (Maybe Text) Source #
Specify the pagination token from a previous request to retrieve the next page of results.
listMetricAttributionMetricsResponse_metrics :: Lens' ListMetricAttributionMetricsResponse (Maybe [MetricAttribute]) Source #
The metrics for the specified metric attribution.
listMetricAttributionMetricsResponse_nextToken :: Lens' ListMetricAttributionMetricsResponse (Maybe Text) Source #
Specify the pagination token from a previous
ListMetricAttributionMetricsResponse
request to retrieve the next page
of results.
listMetricAttributionMetricsResponse_httpStatus :: Lens' ListMetricAttributionMetricsResponse Int Source #
The response's http status code.
ListMetricAttributions
listMetricAttributions_datasetGroupArn :: Lens' ListMetricAttributions (Maybe Text) Source #
The metric attributions' dataset group Amazon Resource Name (ARN).
listMetricAttributions_maxResults :: Lens' ListMetricAttributions (Maybe Natural) Source #
The maximum number of metric attributions to return in one page of results.
listMetricAttributions_nextToken :: Lens' ListMetricAttributions (Maybe Text) Source #
Specify the pagination token from a previous request to retrieve the next page of results.
listMetricAttributionsResponse_metricAttributions :: Lens' ListMetricAttributionsResponse (Maybe [MetricAttributionSummary]) Source #
The list of metric attributions.
listMetricAttributionsResponse_nextToken :: Lens' ListMetricAttributionsResponse (Maybe Text) Source #
Specify the pagination token from a previous request to retrieve the next page of results.
listMetricAttributionsResponse_httpStatus :: Lens' ListMetricAttributionsResponse Int Source #
The response's http status code.
ListRecipes
listRecipes_domain :: Lens' ListRecipes (Maybe Domain) Source #
Filters returned recipes by domain for a Domain dataset group. Only recipes (Domain dataset group use cases) for this domain are included in the response. If you don't specify a domain, all recipes are returned.
listRecipes_maxResults :: Lens' ListRecipes (Maybe Natural) Source #
The maximum number of recipes to return.
listRecipes_nextToken :: Lens' ListRecipes (Maybe Text) Source #
A token returned from the previous call to ListRecipes
for getting the
next set of recipes (if they exist).
listRecipes_recipeProvider :: Lens' ListRecipes (Maybe RecipeProvider) Source #
The default is SERVICE
.
listRecipesResponse_nextToken :: Lens' ListRecipesResponse (Maybe Text) Source #
A token for getting the next set of recipes.
listRecipesResponse_recipes :: Lens' ListRecipesResponse (Maybe [RecipeSummary]) Source #
The list of available recipes.
listRecipesResponse_httpStatus :: Lens' ListRecipesResponse Int Source #
The response's http status code.
ListRecommenders
listRecommenders_datasetGroupArn :: Lens' ListRecommenders (Maybe Text) Source #
The Amazon Resource Name (ARN) of the Domain dataset group to list the recommenders for. When a Domain dataset group is not specified, all the recommenders associated with the account are listed.
listRecommenders_maxResults :: Lens' ListRecommenders (Maybe Natural) Source #
The maximum number of recommenders to return.
listRecommenders_nextToken :: Lens' ListRecommenders (Maybe Text) Source #
A token returned from the previous call to ListRecommenders
for
getting the next set of recommenders (if they exist).
listRecommendersResponse_nextToken :: Lens' ListRecommendersResponse (Maybe Text) Source #
A token for getting the next set of recommenders (if they exist).
listRecommendersResponse_recommenders :: Lens' ListRecommendersResponse (Maybe [RecommenderSummary]) Source #
A list of the recommenders.
listRecommendersResponse_httpStatus :: Lens' ListRecommendersResponse Int Source #
The response's http status code.
ListSchemas
listSchemas_maxResults :: Lens' ListSchemas (Maybe Natural) Source #
The maximum number of schemas to return.
listSchemas_nextToken :: Lens' ListSchemas (Maybe Text) Source #
A token returned from the previous call to ListSchemas
for getting the
next set of schemas (if they exist).
listSchemasResponse_nextToken :: Lens' ListSchemasResponse (Maybe Text) Source #
A token used to get the next set of schemas (if they exist).
listSchemasResponse_schemas :: Lens' ListSchemasResponse (Maybe [DatasetSchemaSummary]) Source #
A list of schemas.
listSchemasResponse_httpStatus :: Lens' ListSchemasResponse Int Source #
The response's http status code.
ListSolutionVersions
listSolutionVersions_maxResults :: Lens' ListSolutionVersions (Maybe Natural) Source #
The maximum number of solution versions to return.
listSolutionVersions_nextToken :: Lens' ListSolutionVersions (Maybe Text) Source #
A token returned from the previous call to ListSolutionVersions
for
getting the next set of solution versions (if they exist).
listSolutionVersions_solutionArn :: Lens' ListSolutionVersions (Maybe Text) Source #
The Amazon Resource Name (ARN) of the solution.
listSolutionVersionsResponse_nextToken :: Lens' ListSolutionVersionsResponse (Maybe Text) Source #
A token for getting the next set of solution versions (if they exist).
listSolutionVersionsResponse_solutionVersions :: Lens' ListSolutionVersionsResponse (Maybe [SolutionVersionSummary]) Source #
A list of solution versions describing the version properties.
listSolutionVersionsResponse_httpStatus :: Lens' ListSolutionVersionsResponse Int Source #
The response's http status code.
ListSolutions
listSolutions_datasetGroupArn :: Lens' ListSolutions (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset group.
listSolutions_maxResults :: Lens' ListSolutions (Maybe Natural) Source #
The maximum number of solutions to return.
listSolutions_nextToken :: Lens' ListSolutions (Maybe Text) Source #
A token returned from the previous call to ListSolutions
for getting
the next set of solutions (if they exist).
listSolutionsResponse_nextToken :: Lens' ListSolutionsResponse (Maybe Text) Source #
A token for getting the next set of solutions (if they exist).
listSolutionsResponse_solutions :: Lens' ListSolutionsResponse (Maybe [SolutionSummary]) Source #
A list of the current solutions.
listSolutionsResponse_httpStatus :: Lens' ListSolutionsResponse Int Source #
The response's http status code.
ListTagsForResource
listTagsForResource_resourceArn :: Lens' ListTagsForResource Text Source #
The resource's Amazon Resource Name.
listTagsForResourceResponse_tags :: Lens' ListTagsForResourceResponse (Maybe [Tag]) Source #
The resource's tags.
listTagsForResourceResponse_httpStatus :: Lens' ListTagsForResourceResponse Int Source #
The response's http status code.
StartRecommender
startRecommender_recommenderArn :: Lens' StartRecommender Text Source #
The Amazon Resource Name (ARN) of the recommender to start.
startRecommenderResponse_recommenderArn :: Lens' StartRecommenderResponse (Maybe Text) Source #
The Amazon Resource Name (ARN) of the recommender you started.
startRecommenderResponse_httpStatus :: Lens' StartRecommenderResponse Int Source #
The response's http status code.
StopRecommender
stopRecommender_recommenderArn :: Lens' StopRecommender Text Source #
The Amazon Resource Name (ARN) of the recommender to stop.
stopRecommenderResponse_recommenderArn :: Lens' StopRecommenderResponse (Maybe Text) Source #
The Amazon Resource Name (ARN) of the recommender you stopped.
stopRecommenderResponse_httpStatus :: Lens' StopRecommenderResponse Int Source #
The response's http status code.
StopSolutionVersionCreation
stopSolutionVersionCreation_solutionVersionArn :: Lens' StopSolutionVersionCreation Text Source #
The Amazon Resource Name (ARN) of the solution version you want to stop creating.
TagResource
tagResource_resourceArn :: Lens' TagResource Text Source #
The resource's Amazon Resource Name (ARN).
tagResource_tags :: Lens' TagResource [Tag] Source #
Tags to apply to the resource. For more information see Tagging Personalize resources.
tagResourceResponse_httpStatus :: Lens' TagResourceResponse Int Source #
The response's http status code.
UntagResource
untagResource_resourceArn :: Lens' UntagResource Text Source #
The resource's Amazon Resource Name (ARN).
untagResource_tagKeys :: Lens' UntagResource [Text] Source #
Keys to remove from the resource's tags.
untagResourceResponse_httpStatus :: Lens' UntagResourceResponse Int Source #
The response's http status code.
UpdateCampaign
updateCampaign_campaignConfig :: Lens' UpdateCampaign (Maybe CampaignConfig) Source #
The configuration details of a campaign.
updateCampaign_minProvisionedTPS :: Lens' UpdateCampaign (Maybe Natural) Source #
Specifies the requested minimum provisioned transactions (recommendations) per second that Amazon Personalize will support.
updateCampaign_solutionVersionArn :: Lens' UpdateCampaign (Maybe Text) Source #
The ARN of a new solution version to deploy.
updateCampaign_campaignArn :: Lens' UpdateCampaign Text Source #
The Amazon Resource Name (ARN) of the campaign.
updateCampaignResponse_campaignArn :: Lens' UpdateCampaignResponse (Maybe Text) Source #
The same campaign ARN as given in the request.
updateCampaignResponse_httpStatus :: Lens' UpdateCampaignResponse Int Source #
The response's http status code.
UpdateMetricAttribution
updateMetricAttribution_addMetrics :: Lens' UpdateMetricAttribution (Maybe [MetricAttribute]) Source #
Add new metric attributes to the metric attribution.
updateMetricAttribution_metricAttributionArn :: Lens' UpdateMetricAttribution (Maybe Text) Source #
The Amazon Resource Name (ARN) for the metric attribution to update.
updateMetricAttribution_metricsOutputConfig :: Lens' UpdateMetricAttribution (Maybe MetricAttributionOutput) Source #
An output config for the metric attribution.
updateMetricAttribution_removeMetrics :: Lens' UpdateMetricAttribution (Maybe [Text]) Source #
Remove metric attributes from the metric attribution.
updateMetricAttributionResponse_metricAttributionArn :: Lens' UpdateMetricAttributionResponse (Maybe Text) Source #
The Amazon Resource Name (ARN) for the metric attribution that you updated.
updateMetricAttributionResponse_httpStatus :: Lens' UpdateMetricAttributionResponse Int Source #
The response's http status code.
UpdateRecommender
updateRecommender_recommenderArn :: Lens' UpdateRecommender Text Source #
The Amazon Resource Name (ARN) of the recommender to modify.
updateRecommender_recommenderConfig :: Lens' UpdateRecommender RecommenderConfig Source #
The configuration details of the recommender.
updateRecommenderResponse_recommenderArn :: Lens' UpdateRecommenderResponse (Maybe Text) Source #
The same recommender Amazon Resource Name (ARN) as given in the request.
updateRecommenderResponse_httpStatus :: Lens' UpdateRecommenderResponse Int Source #
The response's http status code.
Types
Algorithm
algorithm_algorithmArn :: Lens' Algorithm (Maybe Text) Source #
The Amazon Resource Name (ARN) of the algorithm.
algorithm_algorithmImage :: Lens' Algorithm (Maybe AlgorithmImage) Source #
The URI of the Docker container for the algorithm image.
algorithm_creationDateTime :: Lens' Algorithm (Maybe UTCTime) Source #
The date and time (in Unix time) that the algorithm was created.
algorithm_defaultHyperParameterRanges :: Lens' Algorithm (Maybe DefaultHyperParameterRanges) Source #
Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).
algorithm_defaultHyperParameters :: Lens' Algorithm (Maybe (HashMap Text Text)) Source #
Specifies the default hyperparameters.
algorithm_defaultResourceConfig :: Lens' Algorithm (Maybe (HashMap Text Text)) Source #
Specifies the default maximum number of training jobs and parallel training jobs.
algorithm_lastUpdatedDateTime :: Lens' Algorithm (Maybe UTCTime) Source #
The date and time (in Unix time) that the algorithm was last updated.
algorithm_roleArn :: Lens' Algorithm (Maybe Text) Source #
The Amazon Resource Name (ARN) of the role.
AlgorithmImage
algorithmImage_name :: Lens' AlgorithmImage (Maybe Text) Source #
The name of the algorithm image.
algorithmImage_dockerURI :: Lens' AlgorithmImage Text Source #
The URI of the Docker container for the algorithm image.
AutoMLConfig
autoMLConfig_metricName :: Lens' AutoMLConfig (Maybe Text) Source #
The metric to optimize.
autoMLConfig_recipeList :: Lens' AutoMLConfig (Maybe [Text]) Source #
The list of candidate recipes.
AutoMLResult
autoMLResult_bestRecipeArn :: Lens' AutoMLResult (Maybe Text) Source #
The Amazon Resource Name (ARN) of the best recipe.
BatchInferenceJob
batchInferenceJob_batchInferenceJobArn :: Lens' BatchInferenceJob (Maybe Text) Source #
The Amazon Resource Name (ARN) of the batch inference job.
batchInferenceJob_batchInferenceJobConfig :: Lens' BatchInferenceJob (Maybe BatchInferenceJobConfig) Source #
A string to string map of the configuration details of a batch inference job.
batchInferenceJob_creationDateTime :: Lens' BatchInferenceJob (Maybe UTCTime) Source #
The time at which the batch inference job was created.
batchInferenceJob_failureReason :: Lens' BatchInferenceJob (Maybe Text) Source #
If the batch inference job failed, the reason for the failure.
batchInferenceJob_filterArn :: Lens' BatchInferenceJob (Maybe Text) Source #
The ARN of the filter used on the batch inference job.
batchInferenceJob_jobInput :: Lens' BatchInferenceJob (Maybe BatchInferenceJobInput) Source #
The Amazon S3 path that leads to the input data used to generate the batch inference job.
batchInferenceJob_jobName :: Lens' BatchInferenceJob (Maybe Text) Source #
The name of the batch inference job.
batchInferenceJob_jobOutput :: Lens' BatchInferenceJob (Maybe BatchInferenceJobOutput) Source #
The Amazon S3 bucket that contains the output data generated by the batch inference job.
batchInferenceJob_lastUpdatedDateTime :: Lens' BatchInferenceJob (Maybe UTCTime) Source #
The time at which the batch inference job was last updated.
batchInferenceJob_numResults :: Lens' BatchInferenceJob (Maybe Int) Source #
The number of recommendations generated by the batch inference job. This number includes the error messages generated for failed input records.
batchInferenceJob_roleArn :: Lens' BatchInferenceJob (Maybe Text) Source #
The ARN of the Amazon Identity and Access Management (IAM) role that requested the batch inference job.
batchInferenceJob_solutionVersionArn :: Lens' BatchInferenceJob (Maybe Text) Source #
The Amazon Resource Name (ARN) of the solution version from which the batch inference job was created.
batchInferenceJob_status :: Lens' BatchInferenceJob (Maybe Text) Source #
The status of the batch inference job. The status is one of the following values:
- PENDING
- IN PROGRESS
- ACTIVE
- CREATE FAILED
BatchInferenceJobConfig
batchInferenceJobConfig_itemExplorationConfig :: Lens' BatchInferenceJobConfig (Maybe (HashMap Text Text)) Source #
A string to string map specifying the exploration configuration
hyperparameters, including explorationWeight
and
explorationItemAgeCutOff
, you want to use to configure the amount of
item exploration Amazon Personalize uses when recommending items. See
User-Personalization.
BatchInferenceJobInput
batchInferenceJobInput_s3DataSource :: Lens' BatchInferenceJobInput S3DataConfig Source #
The URI of the Amazon S3 location that contains your input data. The Amazon S3 bucket must be in the same region as the API endpoint you are calling.
BatchInferenceJobOutput
batchInferenceJobOutput_s3DataDestination :: Lens' BatchInferenceJobOutput S3DataConfig Source #
Information on the Amazon S3 bucket in which the batch inference job's output is stored.
BatchInferenceJobSummary
batchInferenceJobSummary_batchInferenceJobArn :: Lens' BatchInferenceJobSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the batch inference job.
batchInferenceJobSummary_creationDateTime :: Lens' BatchInferenceJobSummary (Maybe UTCTime) Source #
The time at which the batch inference job was created.
batchInferenceJobSummary_failureReason :: Lens' BatchInferenceJobSummary (Maybe Text) Source #
If the batch inference job failed, the reason for the failure.
batchInferenceJobSummary_jobName :: Lens' BatchInferenceJobSummary (Maybe Text) Source #
The name of the batch inference job.
batchInferenceJobSummary_lastUpdatedDateTime :: Lens' BatchInferenceJobSummary (Maybe UTCTime) Source #
The time at which the batch inference job was last updated.
batchInferenceJobSummary_solutionVersionArn :: Lens' BatchInferenceJobSummary (Maybe Text) Source #
The ARN of the solution version used by the batch inference job.
batchInferenceJobSummary_status :: Lens' BatchInferenceJobSummary (Maybe Text) Source #
The status of the batch inference job. The status is one of the following values:
- PENDING
- IN PROGRESS
- ACTIVE
- CREATE FAILED
BatchSegmentJob
batchSegmentJob_batchSegmentJobArn :: Lens' BatchSegmentJob (Maybe Text) Source #
The Amazon Resource Name (ARN) of the batch segment job.
batchSegmentJob_creationDateTime :: Lens' BatchSegmentJob (Maybe UTCTime) Source #
The time at which the batch segment job was created.
batchSegmentJob_failureReason :: Lens' BatchSegmentJob (Maybe Text) Source #
If the batch segment job failed, the reason for the failure.
batchSegmentJob_filterArn :: Lens' BatchSegmentJob (Maybe Text) Source #
The ARN of the filter used on the batch segment job.
batchSegmentJob_jobInput :: Lens' BatchSegmentJob (Maybe BatchSegmentJobInput) Source #
The Amazon S3 path that leads to the input data used to generate the batch segment job.
batchSegmentJob_jobName :: Lens' BatchSegmentJob (Maybe Text) Source #
The name of the batch segment job.
batchSegmentJob_jobOutput :: Lens' BatchSegmentJob (Maybe BatchSegmentJobOutput) Source #
The Amazon S3 bucket that contains the output data generated by the batch segment job.
batchSegmentJob_lastUpdatedDateTime :: Lens' BatchSegmentJob (Maybe UTCTime) Source #
The time at which the batch segment job last updated.
batchSegmentJob_numResults :: Lens' BatchSegmentJob (Maybe Int) Source #
The number of predicted users generated by the batch segment job for each line of input data.
batchSegmentJob_roleArn :: Lens' BatchSegmentJob (Maybe Text) Source #
The ARN of the Amazon Identity and Access Management (IAM) role that requested the batch segment job.
batchSegmentJob_solutionVersionArn :: Lens' BatchSegmentJob (Maybe Text) Source #
The Amazon Resource Name (ARN) of the solution version used by the batch segment job to generate batch segments.
batchSegmentJob_status :: Lens' BatchSegmentJob (Maybe Text) Source #
The status of the batch segment job. The status is one of the following values:
- PENDING
- IN PROGRESS
- ACTIVE
- CREATE FAILED
BatchSegmentJobInput
batchSegmentJobInput_s3DataSource :: Lens' BatchSegmentJobInput S3DataConfig Source #
Undocumented member.
BatchSegmentJobOutput
batchSegmentJobOutput_s3DataDestination :: Lens' BatchSegmentJobOutput S3DataConfig Source #
Undocumented member.
BatchSegmentJobSummary
batchSegmentJobSummary_batchSegmentJobArn :: Lens' BatchSegmentJobSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the batch segment job.
batchSegmentJobSummary_creationDateTime :: Lens' BatchSegmentJobSummary (Maybe UTCTime) Source #
The time at which the batch segment job was created.
batchSegmentJobSummary_failureReason :: Lens' BatchSegmentJobSummary (Maybe Text) Source #
If the batch segment job failed, the reason for the failure.
batchSegmentJobSummary_jobName :: Lens' BatchSegmentJobSummary (Maybe Text) Source #
The name of the batch segment job.
batchSegmentJobSummary_lastUpdatedDateTime :: Lens' BatchSegmentJobSummary (Maybe UTCTime) Source #
The time at which the batch segment job was last updated.
batchSegmentJobSummary_solutionVersionArn :: Lens' BatchSegmentJobSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the solution version used by the batch segment job to generate batch segments.
batchSegmentJobSummary_status :: Lens' BatchSegmentJobSummary (Maybe Text) Source #
The status of the batch segment job. The status is one of the following values:
- PENDING
- IN PROGRESS
- ACTIVE
- CREATE FAILED
Campaign
campaign_campaignArn :: Lens' Campaign (Maybe Text) Source #
The Amazon Resource Name (ARN) of the campaign.
campaign_campaignConfig :: Lens' Campaign (Maybe CampaignConfig) Source #
The configuration details of a campaign.
campaign_creationDateTime :: Lens' Campaign (Maybe UTCTime) Source #
The date and time (in Unix format) that the campaign was created.
campaign_failureReason :: Lens' Campaign (Maybe Text) Source #
If a campaign fails, the reason behind the failure.
campaign_lastUpdatedDateTime :: Lens' Campaign (Maybe UTCTime) Source #
The date and time (in Unix format) that the campaign was last updated.
campaign_latestCampaignUpdate :: Lens' Campaign (Maybe CampaignUpdateSummary) Source #
Undocumented member.
campaign_minProvisionedTPS :: Lens' Campaign (Maybe Natural) Source #
Specifies the requested minimum provisioned transactions (recommendations) per second.
campaign_solutionVersionArn :: Lens' Campaign (Maybe Text) Source #
The Amazon Resource Name (ARN) of a specific version of the solution.
campaign_status :: Lens' Campaign (Maybe Text) Source #
The status of the campaign.
A campaign can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- DELETE PENDING > DELETE IN_PROGRESS
CampaignConfig
campaignConfig_itemExplorationConfig :: Lens' CampaignConfig (Maybe (HashMap Text Text)) Source #
Specifies the exploration configuration hyperparameters, including
explorationWeight
and explorationItemAgeCutOff
, you want to use to
configure the amount of item exploration Amazon Personalize uses when
recommending items. Provide itemExplorationConfig
data only if your
solution uses the
User-Personalization
recipe.
CampaignSummary
campaignSummary_campaignArn :: Lens' CampaignSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the campaign.
campaignSummary_creationDateTime :: Lens' CampaignSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the campaign was created.
campaignSummary_failureReason :: Lens' CampaignSummary (Maybe Text) Source #
If a campaign fails, the reason behind the failure.
campaignSummary_lastUpdatedDateTime :: Lens' CampaignSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the campaign was last updated.
campaignSummary_name :: Lens' CampaignSummary (Maybe Text) Source #
The name of the campaign.
campaignSummary_status :: Lens' CampaignSummary (Maybe Text) Source #
The status of the campaign.
A campaign can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- DELETE PENDING > DELETE IN_PROGRESS
CampaignUpdateSummary
campaignUpdateSummary_campaignConfig :: Lens' CampaignUpdateSummary (Maybe CampaignConfig) Source #
Undocumented member.
campaignUpdateSummary_creationDateTime :: Lens' CampaignUpdateSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the campaign update was created.
campaignUpdateSummary_failureReason :: Lens' CampaignUpdateSummary (Maybe Text) Source #
If a campaign update fails, the reason behind the failure.
campaignUpdateSummary_lastUpdatedDateTime :: Lens' CampaignUpdateSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the campaign update was last updated.
campaignUpdateSummary_minProvisionedTPS :: Lens' CampaignUpdateSummary (Maybe Natural) Source #
Specifies the requested minimum provisioned transactions (recommendations) per second that Amazon Personalize will support.
campaignUpdateSummary_solutionVersionArn :: Lens' CampaignUpdateSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the deployed solution version.
campaignUpdateSummary_status :: Lens' CampaignUpdateSummary (Maybe Text) Source #
The status of the campaign update.
A campaign update can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- DELETE PENDING > DELETE IN_PROGRESS
CategoricalHyperParameterRange
categoricalHyperParameterRange_name :: Lens' CategoricalHyperParameterRange (Maybe Text) Source #
The name of the hyperparameter.
categoricalHyperParameterRange_values :: Lens' CategoricalHyperParameterRange (Maybe [Text]) Source #
A list of the categories for the hyperparameter.
ContinuousHyperParameterRange
continuousHyperParameterRange_maxValue :: Lens' ContinuousHyperParameterRange (Maybe Double) Source #
The maximum allowable value for the hyperparameter.
continuousHyperParameterRange_minValue :: Lens' ContinuousHyperParameterRange (Maybe Double) Source #
The minimum allowable value for the hyperparameter.
continuousHyperParameterRange_name :: Lens' ContinuousHyperParameterRange (Maybe Text) Source #
The name of the hyperparameter.
DataSource
dataSource_dataLocation :: Lens' DataSource (Maybe Text) Source #
The path to the Amazon S3 bucket where the data that you want to upload to your dataset is stored. For example:
s3://bucket-name/folder-name/
Dataset
dataset_creationDateTime :: Lens' Dataset (Maybe UTCTime) Source #
The creation date and time (in Unix time) of the dataset.
dataset_datasetArn :: Lens' Dataset (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset that you want metadata for.
dataset_datasetGroupArn :: Lens' Dataset (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset group.
dataset_datasetType :: Lens' Dataset (Maybe Text) Source #
One of the following values:
- Interactions
- Items
- Users
dataset_lastUpdatedDateTime :: Lens' Dataset (Maybe UTCTime) Source #
A time stamp that shows when the dataset was updated.
dataset_status :: Lens' Dataset (Maybe Text) Source #
The status of the dataset.
A dataset can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- DELETE PENDING > DELETE IN_PROGRESS
DatasetExportJob
datasetExportJob_creationDateTime :: Lens' DatasetExportJob (Maybe UTCTime) Source #
The creation date and time (in Unix time) of the dataset export job.
datasetExportJob_datasetArn :: Lens' DatasetExportJob (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset to export.
datasetExportJob_datasetExportJobArn :: Lens' DatasetExportJob (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset export job.
datasetExportJob_failureReason :: Lens' DatasetExportJob (Maybe Text) Source #
If a dataset export job fails, provides the reason why.
datasetExportJob_ingestionMode :: Lens' DatasetExportJob (Maybe IngestionMode) Source #
The data to export, based on how you imported the data. You can choose
to export BULK
data that you imported using a dataset import job,
PUT
data that you imported incrementally (using the console,
PutEvents, PutUsers and PutItems operations), or ALL
for both types.
The default value is PUT
.
datasetExportJob_jobName :: Lens' DatasetExportJob (Maybe Text) Source #
The name of the export job.
datasetExportJob_jobOutput :: Lens' DatasetExportJob (Maybe DatasetExportJobOutput) Source #
The path to the Amazon S3 bucket where the job's output is stored. For example:
s3://bucket-name/folder-name/
datasetExportJob_lastUpdatedDateTime :: Lens' DatasetExportJob (Maybe UTCTime) Source #
The date and time (in Unix time) the status of the dataset export job was last updated.
datasetExportJob_roleArn :: Lens' DatasetExportJob (Maybe Text) Source #
The Amazon Resource Name (ARN) of the IAM service role that has permissions to add data to your output Amazon S3 bucket.
datasetExportJob_status :: Lens' DatasetExportJob (Maybe Text) Source #
The status of the dataset export job.
A dataset export job can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
DatasetExportJobOutput
datasetExportJobOutput_s3DataDestination :: Lens' DatasetExportJobOutput S3DataConfig Source #
Undocumented member.
DatasetExportJobSummary
datasetExportJobSummary_creationDateTime :: Lens' DatasetExportJobSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the dataset export job was created.
datasetExportJobSummary_datasetExportJobArn :: Lens' DatasetExportJobSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset export job.
datasetExportJobSummary_failureReason :: Lens' DatasetExportJobSummary (Maybe Text) Source #
If a dataset export job fails, the reason behind the failure.
datasetExportJobSummary_jobName :: Lens' DatasetExportJobSummary (Maybe Text) Source #
The name of the dataset export job.
datasetExportJobSummary_lastUpdatedDateTime :: Lens' DatasetExportJobSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the dataset export job status was last updated.
datasetExportJobSummary_status :: Lens' DatasetExportJobSummary (Maybe Text) Source #
The status of the dataset export job.
A dataset export job can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
DatasetGroup
datasetGroup_creationDateTime :: Lens' DatasetGroup (Maybe UTCTime) Source #
The creation date and time (in Unix time) of the dataset group.
datasetGroup_datasetGroupArn :: Lens' DatasetGroup (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset group.
datasetGroup_domain :: Lens' DatasetGroup (Maybe Domain) Source #
The domain of a Domain dataset group.
datasetGroup_failureReason :: Lens' DatasetGroup (Maybe Text) Source #
If creating a dataset group fails, provides the reason why.
datasetGroup_kmsKeyArn :: Lens' DatasetGroup (Maybe Text) Source #
The Amazon Resource Name (ARN) of the Key Management Service (KMS) key used to encrypt the datasets.
datasetGroup_lastUpdatedDateTime :: Lens' DatasetGroup (Maybe UTCTime) Source #
The last update date and time (in Unix time) of the dataset group.
datasetGroup_name :: Lens' DatasetGroup (Maybe Text) Source #
The name of the dataset group.
datasetGroup_roleArn :: Lens' DatasetGroup (Maybe Text) Source #
The ARN of the IAM role that has permissions to create the dataset group.
datasetGroup_status :: Lens' DatasetGroup (Maybe Text) Source #
The current status of the dataset group.
A dataset group can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- DELETE PENDING
DatasetGroupSummary
datasetGroupSummary_creationDateTime :: Lens' DatasetGroupSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the dataset group was created.
datasetGroupSummary_datasetGroupArn :: Lens' DatasetGroupSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset group.
datasetGroupSummary_domain :: Lens' DatasetGroupSummary (Maybe Domain) Source #
The domain of a Domain dataset group.
datasetGroupSummary_failureReason :: Lens' DatasetGroupSummary (Maybe Text) Source #
If creating a dataset group fails, the reason behind the failure.
datasetGroupSummary_lastUpdatedDateTime :: Lens' DatasetGroupSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the dataset group was last updated.
datasetGroupSummary_name :: Lens' DatasetGroupSummary (Maybe Text) Source #
The name of the dataset group.
datasetGroupSummary_status :: Lens' DatasetGroupSummary (Maybe Text) Source #
The status of the dataset group.
A dataset group can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- DELETE PENDING
DatasetImportJob
datasetImportJob_creationDateTime :: Lens' DatasetImportJob (Maybe UTCTime) Source #
The creation date and time (in Unix time) of the dataset import job.
datasetImportJob_dataSource :: Lens' DatasetImportJob (Maybe DataSource) Source #
The Amazon S3 bucket that contains the training data to import.
datasetImportJob_datasetArn :: Lens' DatasetImportJob (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset that receives the imported data.
datasetImportJob_datasetImportJobArn :: Lens' DatasetImportJob (Maybe Text) Source #
The ARN of the dataset import job.
datasetImportJob_failureReason :: Lens' DatasetImportJob (Maybe Text) Source #
If a dataset import job fails, provides the reason why.
datasetImportJob_importMode :: Lens' DatasetImportJob (Maybe ImportMode) Source #
The import mode used by the dataset import job to import new records.
datasetImportJob_jobName :: Lens' DatasetImportJob (Maybe Text) Source #
The name of the import job.
datasetImportJob_lastUpdatedDateTime :: Lens' DatasetImportJob (Maybe UTCTime) Source #
The date and time (in Unix time) the dataset was last updated.
datasetImportJob_publishAttributionMetricsToS3 :: Lens' DatasetImportJob (Maybe Bool) Source #
Whether the job publishes metrics to Amazon S3 for a metric attribution.
datasetImportJob_roleArn :: Lens' DatasetImportJob (Maybe Text) Source #
The ARN of the IAM role that has permissions to read from the Amazon S3 data source.
datasetImportJob_status :: Lens' DatasetImportJob (Maybe Text) Source #
The status of the dataset import job.
A dataset import job can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
DatasetImportJobSummary
datasetImportJobSummary_creationDateTime :: Lens' DatasetImportJobSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the dataset import job was created.
datasetImportJobSummary_datasetImportJobArn :: Lens' DatasetImportJobSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset import job.
datasetImportJobSummary_failureReason :: Lens' DatasetImportJobSummary (Maybe Text) Source #
If a dataset import job fails, the reason behind the failure.
datasetImportJobSummary_importMode :: Lens' DatasetImportJobSummary (Maybe ImportMode) Source #
The import mode the dataset import job used to update the data in the dataset. For more information see Updating existing bulk data.
datasetImportJobSummary_jobName :: Lens' DatasetImportJobSummary (Maybe Text) Source #
The name of the dataset import job.
datasetImportJobSummary_lastUpdatedDateTime :: Lens' DatasetImportJobSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the dataset import job status was last updated.
datasetImportJobSummary_status :: Lens' DatasetImportJobSummary (Maybe Text) Source #
The status of the dataset import job.
A dataset import job can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
DatasetSchema
datasetSchema_creationDateTime :: Lens' DatasetSchema (Maybe UTCTime) Source #
The date and time (in Unix time) that the schema was created.
datasetSchema_domain :: Lens' DatasetSchema (Maybe Domain) Source #
The domain of a schema that you created for a dataset in a Domain dataset group.
datasetSchema_lastUpdatedDateTime :: Lens' DatasetSchema (Maybe UTCTime) Source #
The date and time (in Unix time) that the schema was last updated.
datasetSchema_name :: Lens' DatasetSchema (Maybe Text) Source #
The name of the schema.
datasetSchema_schema :: Lens' DatasetSchema (Maybe Text) Source #
The schema.
datasetSchema_schemaArn :: Lens' DatasetSchema (Maybe Text) Source #
The Amazon Resource Name (ARN) of the schema.
DatasetSchemaSummary
datasetSchemaSummary_creationDateTime :: Lens' DatasetSchemaSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the schema was created.
datasetSchemaSummary_domain :: Lens' DatasetSchemaSummary (Maybe Domain) Source #
The domain of a schema that you created for a dataset in a Domain dataset group.
datasetSchemaSummary_lastUpdatedDateTime :: Lens' DatasetSchemaSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the schema was last updated.
datasetSchemaSummary_name :: Lens' DatasetSchemaSummary (Maybe Text) Source #
The name of the schema.
datasetSchemaSummary_schemaArn :: Lens' DatasetSchemaSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the schema.
DatasetSummary
datasetSummary_creationDateTime :: Lens' DatasetSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the dataset was created.
datasetSummary_datasetArn :: Lens' DatasetSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset.
datasetSummary_datasetType :: Lens' DatasetSummary (Maybe Text) Source #
The dataset type. One of the following values:
- Interactions
- Items
- Users
- Event-Interactions
datasetSummary_lastUpdatedDateTime :: Lens' DatasetSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the dataset was last updated.
datasetSummary_name :: Lens' DatasetSummary (Maybe Text) Source #
The name of the dataset.
datasetSummary_status :: Lens' DatasetSummary (Maybe Text) Source #
The status of the dataset.
A dataset can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- DELETE PENDING > DELETE IN_PROGRESS
DefaultCategoricalHyperParameterRange
defaultCategoricalHyperParameterRange_isTunable :: Lens' DefaultCategoricalHyperParameterRange (Maybe Bool) Source #
Whether the hyperparameter is tunable.
defaultCategoricalHyperParameterRange_name :: Lens' DefaultCategoricalHyperParameterRange (Maybe Text) Source #
The name of the hyperparameter.
defaultCategoricalHyperParameterRange_values :: Lens' DefaultCategoricalHyperParameterRange (Maybe [Text]) Source #
A list of the categories for the hyperparameter.
DefaultContinuousHyperParameterRange
defaultContinuousHyperParameterRange_isTunable :: Lens' DefaultContinuousHyperParameterRange (Maybe Bool) Source #
Whether the hyperparameter is tunable.
defaultContinuousHyperParameterRange_maxValue :: Lens' DefaultContinuousHyperParameterRange (Maybe Double) Source #
The maximum allowable value for the hyperparameter.
defaultContinuousHyperParameterRange_minValue :: Lens' DefaultContinuousHyperParameterRange (Maybe Double) Source #
The minimum allowable value for the hyperparameter.
defaultContinuousHyperParameterRange_name :: Lens' DefaultContinuousHyperParameterRange (Maybe Text) Source #
The name of the hyperparameter.
DefaultHyperParameterRanges
defaultHyperParameterRanges_categoricalHyperParameterRanges :: Lens' DefaultHyperParameterRanges (Maybe [DefaultCategoricalHyperParameterRange]) Source #
The categorical hyperparameters and their default ranges.
defaultHyperParameterRanges_continuousHyperParameterRanges :: Lens' DefaultHyperParameterRanges (Maybe [DefaultContinuousHyperParameterRange]) Source #
The continuous hyperparameters and their default ranges.
defaultHyperParameterRanges_integerHyperParameterRanges :: Lens' DefaultHyperParameterRanges (Maybe [DefaultIntegerHyperParameterRange]) Source #
The integer-valued hyperparameters and their default ranges.
DefaultIntegerHyperParameterRange
defaultIntegerHyperParameterRange_isTunable :: Lens' DefaultIntegerHyperParameterRange (Maybe Bool) Source #
Indicates whether the hyperparameter is tunable.
defaultIntegerHyperParameterRange_maxValue :: Lens' DefaultIntegerHyperParameterRange (Maybe Int) Source #
The maximum allowable value for the hyperparameter.
defaultIntegerHyperParameterRange_minValue :: Lens' DefaultIntegerHyperParameterRange (Maybe Int) Source #
The minimum allowable value for the hyperparameter.
defaultIntegerHyperParameterRange_name :: Lens' DefaultIntegerHyperParameterRange (Maybe Text) Source #
The name of the hyperparameter.
EventTracker
eventTracker_accountId :: Lens' EventTracker (Maybe Text) Source #
The Amazon Web Services account that owns the event tracker.
eventTracker_creationDateTime :: Lens' EventTracker (Maybe UTCTime) Source #
The date and time (in Unix format) that the event tracker was created.
eventTracker_datasetGroupArn :: Lens' EventTracker (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset group that receives the event data.
eventTracker_eventTrackerArn :: Lens' EventTracker (Maybe Text) Source #
The ARN of the event tracker.
eventTracker_lastUpdatedDateTime :: Lens' EventTracker (Maybe UTCTime) Source #
The date and time (in Unix time) that the event tracker was last updated.
eventTracker_name :: Lens' EventTracker (Maybe Text) Source #
The name of the event tracker.
eventTracker_status :: Lens' EventTracker (Maybe Text) Source #
The status of the event tracker.
An event tracker can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- DELETE PENDING > DELETE IN_PROGRESS
eventTracker_trackingId :: Lens' EventTracker (Maybe Text) Source #
The ID of the event tracker. Include this ID in requests to the PutEvents API.
EventTrackerSummary
eventTrackerSummary_creationDateTime :: Lens' EventTrackerSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the event tracker was created.
eventTrackerSummary_eventTrackerArn :: Lens' EventTrackerSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the event tracker.
eventTrackerSummary_lastUpdatedDateTime :: Lens' EventTrackerSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the event tracker was last updated.
eventTrackerSummary_name :: Lens' EventTrackerSummary (Maybe Text) Source #
The name of the event tracker.
eventTrackerSummary_status :: Lens' EventTrackerSummary (Maybe Text) Source #
The status of the event tracker.
An event tracker can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- DELETE PENDING > DELETE IN_PROGRESS
FeatureTransformation
featureTransformation_creationDateTime :: Lens' FeatureTransformation (Maybe UTCTime) Source #
The creation date and time (in Unix time) of the feature transformation.
featureTransformation_defaultParameters :: Lens' FeatureTransformation (Maybe (HashMap Text Text)) Source #
Provides the default parameters for feature transformation.
featureTransformation_featureTransformationArn :: Lens' FeatureTransformation (Maybe Text) Source #
The Amazon Resource Name (ARN) of the FeatureTransformation object.
featureTransformation_lastUpdatedDateTime :: Lens' FeatureTransformation (Maybe UTCTime) Source #
The last update date and time (in Unix time) of the feature transformation.
featureTransformation_name :: Lens' FeatureTransformation (Maybe Text) Source #
The name of the feature transformation.
featureTransformation_status :: Lens' FeatureTransformation (Maybe Text) Source #
The status of the feature transformation.
A feature transformation can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
Filter
filter_creationDateTime :: Lens' Filter (Maybe UTCTime) Source #
The time at which the filter was created.
filter_datasetGroupArn :: Lens' Filter (Maybe Text) Source #
The ARN of the dataset group to which the filter belongs.
filter_failureReason :: Lens' Filter (Maybe Text) Source #
If the filter failed, the reason for its failure.
filter_filterExpression :: Lens' Filter (Maybe Text) Source #
Specifies the type of item interactions to filter out of recommendation results. The filter expression must follow specific format rules. For information about filter expression structure and syntax, see Filter expressions.
filter_lastUpdatedDateTime :: Lens' Filter (Maybe UTCTime) Source #
The time at which the filter was last updated.
FilterSummary
filterSummary_creationDateTime :: Lens' FilterSummary (Maybe UTCTime) Source #
The time at which the filter was created.
filterSummary_datasetGroupArn :: Lens' FilterSummary (Maybe Text) Source #
The ARN of the dataset group to which the filter belongs.
filterSummary_failureReason :: Lens' FilterSummary (Maybe Text) Source #
If the filter failed, the reason for the failure.
filterSummary_filterArn :: Lens' FilterSummary (Maybe Text) Source #
The ARN of the filter.
filterSummary_lastUpdatedDateTime :: Lens' FilterSummary (Maybe UTCTime) Source #
The time at which the filter was last updated.
filterSummary_name :: Lens' FilterSummary (Maybe Text) Source #
The name of the filter.
filterSummary_status :: Lens' FilterSummary (Maybe Text) Source #
The status of the filter.
HPOConfig
hPOConfig_algorithmHyperParameterRanges :: Lens' HPOConfig (Maybe HyperParameterRanges) Source #
The hyperparameters and their allowable ranges.
hPOConfig_hpoObjective :: Lens' HPOConfig (Maybe HPOObjective) Source #
The metric to optimize during HPO.
Amazon Personalize doesn't support configuring the hpoObjective
at
this time.
hPOConfig_hpoResourceConfig :: Lens' HPOConfig (Maybe HPOResourceConfig) Source #
Describes the resource configuration for HPO.
HPOObjective
hPOObjective_metricName :: Lens' HPOObjective (Maybe Text) Source #
The name of the metric.
hPOObjective_metricRegex :: Lens' HPOObjective (Maybe Text) Source #
A regular expression for finding the metric in the training job logs.
hPOObjective_type :: Lens' HPOObjective (Maybe Text) Source #
The type of the metric. Valid values are Maximize
and Minimize
.
HPOResourceConfig
hPOResourceConfig_maxNumberOfTrainingJobs :: Lens' HPOResourceConfig (Maybe Text) Source #
The maximum number of training jobs when you create a solution version.
The maximum value for maxNumberOfTrainingJobs
is 40
.
hPOResourceConfig_maxParallelTrainingJobs :: Lens' HPOResourceConfig (Maybe Text) Source #
The maximum number of parallel training jobs when you create a solution
version. The maximum value for maxParallelTrainingJobs
is 10
.
HyperParameterRanges
hyperParameterRanges_categoricalHyperParameterRanges :: Lens' HyperParameterRanges (Maybe [CategoricalHyperParameterRange]) Source #
The categorical hyperparameters and their ranges.
hyperParameterRanges_continuousHyperParameterRanges :: Lens' HyperParameterRanges (Maybe [ContinuousHyperParameterRange]) Source #
The continuous hyperparameters and their ranges.
hyperParameterRanges_integerHyperParameterRanges :: Lens' HyperParameterRanges (Maybe [IntegerHyperParameterRange]) Source #
The integer-valued hyperparameters and their ranges.
IntegerHyperParameterRange
integerHyperParameterRange_maxValue :: Lens' IntegerHyperParameterRange (Maybe Int) Source #
The maximum allowable value for the hyperparameter.
integerHyperParameterRange_minValue :: Lens' IntegerHyperParameterRange (Maybe Int) Source #
The minimum allowable value for the hyperparameter.
integerHyperParameterRange_name :: Lens' IntegerHyperParameterRange (Maybe Text) Source #
The name of the hyperparameter.
MetricAttribute
metricAttribute_eventType :: Lens' MetricAttribute Text Source #
The metric's event type.
metricAttribute_metricName :: Lens' MetricAttribute Text Source #
The metric's name. The name helps you identify the metric in Amazon CloudWatch or Amazon S3.
metricAttribute_expression :: Lens' MetricAttribute Text Source #
The attribute's expression. Available functions are SUM()
or
SAMPLECOUNT()
. For SUM() functions, provide the dataset type (either
Interactions or Items) and column to sum as a parameter. For example
SUM(Items.PRICE).
MetricAttribution
metricAttribution_creationDateTime :: Lens' MetricAttribution (Maybe UTCTime) Source #
The metric attribution's creation date time.
metricAttribution_datasetGroupArn :: Lens' MetricAttribution (Maybe Text) Source #
The metric attribution's dataset group Amazon Resource Name (ARN).
metricAttribution_failureReason :: Lens' MetricAttribution (Maybe Text) Source #
The metric attribution's failure reason.
metricAttribution_lastUpdatedDateTime :: Lens' MetricAttribution (Maybe UTCTime) Source #
The metric attribution's last updated date time.
metricAttribution_metricAttributionArn :: Lens' MetricAttribution (Maybe Text) Source #
The metric attribution's Amazon Resource Name (ARN).
metricAttribution_metricsOutputConfig :: Lens' MetricAttribution (Maybe MetricAttributionOutput) Source #
The metric attribution's output configuration.
metricAttribution_name :: Lens' MetricAttribution (Maybe Text) Source #
The metric attribution's name.
metricAttribution_status :: Lens' MetricAttribution (Maybe Text) Source #
The metric attribution's status.
MetricAttributionOutput
metricAttributionOutput_s3DataDestination :: Lens' MetricAttributionOutput (Maybe S3DataConfig) Source #
Undocumented member.
metricAttributionOutput_roleArn :: Lens' MetricAttributionOutput Text Source #
The Amazon Resource Name (ARN) of the IAM service role that has permissions to add data to your output Amazon S3 bucket and add metrics to Amazon CloudWatch. For more information, see Measuring impact of recommendations.
MetricAttributionSummary
metricAttributionSummary_creationDateTime :: Lens' MetricAttributionSummary (Maybe UTCTime) Source #
The metric attribution's creation date time.
metricAttributionSummary_failureReason :: Lens' MetricAttributionSummary (Maybe Text) Source #
The metric attribution's failure reason.
metricAttributionSummary_lastUpdatedDateTime :: Lens' MetricAttributionSummary (Maybe UTCTime) Source #
The metric attribution's last updated date time.
metricAttributionSummary_metricAttributionArn :: Lens' MetricAttributionSummary (Maybe Text) Source #
The metric attribution's Amazon Resource Name (ARN).
metricAttributionSummary_name :: Lens' MetricAttributionSummary (Maybe Text) Source #
The name of the metric attribution.
metricAttributionSummary_status :: Lens' MetricAttributionSummary (Maybe Text) Source #
The metric attribution's status.
OptimizationObjective
optimizationObjective_itemAttribute :: Lens' OptimizationObjective (Maybe Text) Source #
The numerical metadata column in an Items dataset related to the optimization objective. For example, VIDEO_LENGTH (to maximize streaming minutes), or PRICE (to maximize revenue).
optimizationObjective_objectiveSensitivity :: Lens' OptimizationObjective (Maybe ObjectiveSensitivity) Source #
Specifies how Amazon Personalize balances the importance of your optimization objective versus relevance.
Recipe
recipe_algorithmArn :: Lens' Recipe (Maybe Text) Source #
The Amazon Resource Name (ARN) of the algorithm that Amazon Personalize uses to train the model.
recipe_creationDateTime :: Lens' Recipe (Maybe UTCTime) Source #
The date and time (in Unix format) that the recipe was created.
recipe_featureTransformationArn :: Lens' Recipe (Maybe Text) Source #
The ARN of the FeatureTransformation object.
recipe_lastUpdatedDateTime :: Lens' Recipe (Maybe UTCTime) Source #
The date and time (in Unix format) that the recipe was last updated.
recipe_recipeType :: Lens' Recipe (Maybe Text) Source #
One of the following values:
- PERSONALIZED_RANKING
- RELATED_ITEMS
- USER_PERSONALIZATION
RecipeSummary
recipeSummary_creationDateTime :: Lens' RecipeSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the recipe was created.
recipeSummary_domain :: Lens' RecipeSummary (Maybe Domain) Source #
The domain of the recipe (if the recipe is a Domain dataset group use case).
recipeSummary_lastUpdatedDateTime :: Lens' RecipeSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the recipe was last updated.
recipeSummary_name :: Lens' RecipeSummary (Maybe Text) Source #
The name of the recipe.
recipeSummary_recipeArn :: Lens' RecipeSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the recipe.
recipeSummary_status :: Lens' RecipeSummary (Maybe Text) Source #
The status of the recipe.
Recommender
recommender_creationDateTime :: Lens' Recommender (Maybe UTCTime) Source #
The date and time (in Unix format) that the recommender was created.
recommender_datasetGroupArn :: Lens' Recommender (Maybe Text) Source #
The Amazon Resource Name (ARN) of the Domain dataset group that contains the recommender.
recommender_failureReason :: Lens' Recommender (Maybe Text) Source #
If a recommender fails, the reason behind the failure.
recommender_lastUpdatedDateTime :: Lens' Recommender (Maybe UTCTime) Source #
The date and time (in Unix format) that the recommender was last updated.
recommender_latestRecommenderUpdate :: Lens' Recommender (Maybe RecommenderUpdateSummary) Source #
Provides a summary of the latest updates to the recommender.
recommender_modelMetrics :: Lens' Recommender (Maybe (HashMap Text Double)) Source #
Provides evaluation metrics that help you determine the performance of a recommender. For more information, see Evaluating a recommender.
recommender_name :: Lens' Recommender (Maybe Text) Source #
The name of the recommender.
recommender_recipeArn :: Lens' Recommender (Maybe Text) Source #
The Amazon Resource Name (ARN) of the recipe (Domain dataset group use case) that the recommender was created for.
recommender_recommenderArn :: Lens' Recommender (Maybe Text) Source #
The Amazon Resource Name (ARN) of the recommender.
recommender_recommenderConfig :: Lens' Recommender (Maybe RecommenderConfig) Source #
The configuration details of the recommender.
recommender_status :: Lens' Recommender (Maybe Text) Source #
The status of the recommender.
A recommender can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- STOP PENDING > STOP IN_PROGRESS > INACTIVE > START PENDING > START IN_PROGRESS > ACTIVE
- DELETE PENDING > DELETE IN_PROGRESS
RecommenderConfig
recommenderConfig_itemExplorationConfig :: Lens' RecommenderConfig (Maybe (HashMap Text Text)) Source #
Specifies the exploration configuration hyperparameters, including
explorationWeight
and explorationItemAgeCutOff
, you want to use to
configure the amount of item exploration Amazon Personalize uses when
recommending items. Provide itemExplorationConfig
data only if your
recommenders generate personalized recommendations for a user (not
popular items or similar items).
recommenderConfig_minRecommendationRequestsPerSecond :: Lens' RecommenderConfig (Maybe Natural) Source #
Specifies the requested minimum provisioned recommendation requests per second that Amazon Personalize will support.
RecommenderSummary
recommenderSummary_creationDateTime :: Lens' RecommenderSummary (Maybe UTCTime) Source #
The date and time (in Unix format) that the recommender was created.
recommenderSummary_datasetGroupArn :: Lens' RecommenderSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the Domain dataset group that contains the recommender.
recommenderSummary_lastUpdatedDateTime :: Lens' RecommenderSummary (Maybe UTCTime) Source #
The date and time (in Unix format) that the recommender was last updated.
recommenderSummary_name :: Lens' RecommenderSummary (Maybe Text) Source #
The name of the recommender.
recommenderSummary_recipeArn :: Lens' RecommenderSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the recipe (Domain dataset group use case) that the recommender was created for.
recommenderSummary_recommenderArn :: Lens' RecommenderSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the recommender.
recommenderSummary_recommenderConfig :: Lens' RecommenderSummary (Maybe RecommenderConfig) Source #
The configuration details of the recommender.
recommenderSummary_status :: Lens' RecommenderSummary (Maybe Text) Source #
The status of the recommender. A recommender can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- STOP PENDING > STOP IN_PROGRESS > INACTIVE > START PENDING > START IN_PROGRESS > ACTIVE
- DELETE PENDING > DELETE IN_PROGRESS
RecommenderUpdateSummary
recommenderUpdateSummary_creationDateTime :: Lens' RecommenderUpdateSummary (Maybe UTCTime) Source #
The date and time (in Unix format) that the recommender update was created.
recommenderUpdateSummary_failureReason :: Lens' RecommenderUpdateSummary (Maybe Text) Source #
If a recommender update fails, the reason behind the failure.
recommenderUpdateSummary_lastUpdatedDateTime :: Lens' RecommenderUpdateSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the recommender update was last updated.
recommenderUpdateSummary_recommenderConfig :: Lens' RecommenderUpdateSummary (Maybe RecommenderConfig) Source #
The configuration details of the recommender update.
recommenderUpdateSummary_status :: Lens' RecommenderUpdateSummary (Maybe Text) Source #
The status of the recommender update.
A recommender can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- STOP PENDING > STOP IN_PROGRESS > INACTIVE > START PENDING > START IN_PROGRESS > ACTIVE
- DELETE PENDING > DELETE IN_PROGRESS
S3DataConfig
s3DataConfig_kmsKeyArn :: Lens' S3DataConfig (Maybe Text) Source #
The Amazon Resource Name (ARN) of the Key Management Service (KMS) key that Amazon Personalize uses to encrypt or decrypt the input and output files.
s3DataConfig_path :: Lens' S3DataConfig Text Source #
The file path of the Amazon S3 bucket.
Solution
solution_autoMLResult :: Lens' Solution (Maybe AutoMLResult) Source #
When performAutoML
is true, specifies the best recipe found.
solution_creationDateTime :: Lens' Solution (Maybe UTCTime) Source #
The creation date and time (in Unix time) of the solution.
solution_datasetGroupArn :: Lens' Solution (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset group that provides the training data.
solution_eventType :: Lens' Solution (Maybe Text) Source #
The event type (for example, 'click' or 'like') that is used for
training the model. If no eventType
is provided, Amazon Personalize
uses all interactions for training with equal weight regardless of type.
solution_lastUpdatedDateTime :: Lens' Solution (Maybe UTCTime) Source #
The date and time (in Unix time) that the solution was last updated.
solution_latestSolutionVersion :: Lens' Solution (Maybe SolutionVersionSummary) Source #
Describes the latest version of the solution, including the status and the ARN.
solution_performAutoML :: Lens' Solution (Maybe Bool) Source #
When true, Amazon Personalize performs a search for the best
USER_PERSONALIZATION recipe from the list specified in the solution
configuration (recipeArn
must not be specified). When false (the
default), Amazon Personalize uses recipeArn
for training.
solution_performHPO :: Lens' Solution (Maybe Bool) Source #
Whether to perform hyperparameter optimization (HPO) on the chosen
recipe. The default is false
.
solution_recipeArn :: Lens' Solution (Maybe Text) Source #
The ARN of the recipe used to create the solution.
solution_solutionConfig :: Lens' Solution (Maybe SolutionConfig) Source #
Describes the configuration properties for the solution.
solution_status :: Lens' Solution (Maybe Text) Source #
The status of the solution.
A solution can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- DELETE PENDING > DELETE IN_PROGRESS
SolutionConfig
solutionConfig_algorithmHyperParameters :: Lens' SolutionConfig (Maybe (HashMap Text Text)) Source #
Lists the hyperparameter names and ranges.
solutionConfig_autoMLConfig :: Lens' SolutionConfig (Maybe AutoMLConfig) Source #
The AutoMLConfig object containing a list of recipes to search when AutoML is performed.
solutionConfig_eventValueThreshold :: Lens' SolutionConfig (Maybe Text) Source #
Only events with a value greater than or equal to this threshold are used for training a model.
solutionConfig_featureTransformationParameters :: Lens' SolutionConfig (Maybe (HashMap Text Text)) Source #
Lists the feature transformation parameters.
solutionConfig_hpoConfig :: Lens' SolutionConfig (Maybe HPOConfig) Source #
Describes the properties for hyperparameter optimization (HPO).
solutionConfig_optimizationObjective :: Lens' SolutionConfig (Maybe OptimizationObjective) Source #
Describes the additional objective for the solution, such as maximizing streaming minutes or increasing revenue. For more information see Optimizing a solution.
SolutionSummary
solutionSummary_creationDateTime :: Lens' SolutionSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the solution was created.
solutionSummary_lastUpdatedDateTime :: Lens' SolutionSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the solution was last updated.
solutionSummary_name :: Lens' SolutionSummary (Maybe Text) Source #
The name of the solution.
solutionSummary_recipeArn :: Lens' SolutionSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the recipe used by the solution.
solutionSummary_solutionArn :: Lens' SolutionSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the solution.
solutionSummary_status :: Lens' SolutionSummary (Maybe Text) Source #
The status of the solution.
A solution can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
- DELETE PENDING > DELETE IN_PROGRESS
SolutionVersion
solutionVersion_creationDateTime :: Lens' SolutionVersion (Maybe UTCTime) Source #
The date and time (in Unix time) that this version of the solution was created.
solutionVersion_datasetGroupArn :: Lens' SolutionVersion (Maybe Text) Source #
The Amazon Resource Name (ARN) of the dataset group providing the training data.
solutionVersion_eventType :: Lens' SolutionVersion (Maybe Text) Source #
The event type (for example, 'click' or 'like') that is used for training the model.
solutionVersion_failureReason :: Lens' SolutionVersion (Maybe Text) Source #
If training a solution version fails, the reason for the failure.
solutionVersion_lastUpdatedDateTime :: Lens' SolutionVersion (Maybe UTCTime) Source #
The date and time (in Unix time) that the solution was last updated.
solutionVersion_name :: Lens' SolutionVersion (Maybe Text) Source #
The name of the solution version.
solutionVersion_performAutoML :: Lens' SolutionVersion (Maybe Bool) Source #
When true, Amazon Personalize searches for the most optimal recipe
according to the solution configuration. When false (the default),
Amazon Personalize uses recipeArn
.
solutionVersion_performHPO :: Lens' SolutionVersion (Maybe Bool) Source #
Whether to perform hyperparameter optimization (HPO) on the chosen
recipe. The default is false
.
solutionVersion_recipeArn :: Lens' SolutionVersion (Maybe Text) Source #
The ARN of the recipe used in the solution.
solutionVersion_solutionArn :: Lens' SolutionVersion (Maybe Text) Source #
The ARN of the solution.
solutionVersion_solutionConfig :: Lens' SolutionVersion (Maybe SolutionConfig) Source #
Describes the configuration properties for the solution.
solutionVersion_solutionVersionArn :: Lens' SolutionVersion (Maybe Text) Source #
The ARN of the solution version.
solutionVersion_status :: Lens' SolutionVersion (Maybe Text) Source #
The status of the solution version.
A solution version can be in one of the following states:
- CREATE PENDING
- CREATE IN_PROGRESS
- ACTIVE
- CREATE FAILED
- CREATE STOPPING
- CREATE STOPPED
solutionVersion_trainingHours :: Lens' SolutionVersion (Maybe Double) Source #
The time used to train the model. You are billed for the time it takes to train a model. This field is visible only after Amazon Personalize successfully trains a model.
solutionVersion_trainingMode :: Lens' SolutionVersion (Maybe TrainingMode) Source #
The scope of training to be performed when creating the solution
version. The FULL
option trains the solution version based on the
entirety of the input solution's training data, while the UPDATE
option processes only the data that has changed in comparison to the
input solution. Choose UPDATE
when you want to incrementally update
your solution version instead of creating an entirely new one.
The UPDATE
option can only be used when you already have an active
solution version created from the input solution using the FULL
option
and the input solution was trained with the
User-Personalization
recipe or the
HRNN-Coldstart
recipe.
solutionVersion_tunedHPOParams :: Lens' SolutionVersion (Maybe TunedHPOParams) Source #
If hyperparameter optimization was performed, contains the hyperparameter values of the best performing model.
SolutionVersionSummary
solutionVersionSummary_creationDateTime :: Lens' SolutionVersionSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that this version of a solution was created.
solutionVersionSummary_failureReason :: Lens' SolutionVersionSummary (Maybe Text) Source #
If a solution version fails, the reason behind the failure.
solutionVersionSummary_lastUpdatedDateTime :: Lens' SolutionVersionSummary (Maybe UTCTime) Source #
The date and time (in Unix time) that the solution version was last updated.
solutionVersionSummary_solutionVersionArn :: Lens' SolutionVersionSummary (Maybe Text) Source #
The Amazon Resource Name (ARN) of the solution version.
solutionVersionSummary_status :: Lens' SolutionVersionSummary (Maybe Text) Source #
The status of the solution version.
A solution version can be in one of the following states:
- CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
Tag
tag_tagKey :: Lens' Tag Text Source #
One part of a key-value pair that makes up a tag. A key is a general label that acts like a category for more specific tag values.
tag_tagValue :: Lens' Tag Text Source #
The optional part of a key-value pair that makes up a tag. A value acts as a descriptor within a tag category (key).
TunedHPOParams
tunedHPOParams_algorithmHyperParameters :: Lens' TunedHPOParams (Maybe (HashMap Text Text)) Source #
A list of the hyperparameter values of the best performing model.