DataRobot
Analytics & dataCredentials form
Manage DataRobot datasets, modeling projects, Autopilot runs, models and deployments.
14 actions
| Action | Effect | Data handled | Scope |
|---|---|---|---|
| datarobot_list_projectsLists modeling projects with their target, metric, stage and dataset | read | General | |
| datarobot_get_projectGets a project with its target, metric, partitioning, Autopilot mode and holdout settings | read | General | |
| datarobot_get_project_statusGets a project's stage and whether its Autopilot run has finished | read | General | |
| datarobot_create_projectCreates a modeling project from a registered dataset or from a file URL | write | General | |
| datarobot_start_autopilotSets the target of a project and starts modeling with Autopilot in the chosen mode | write | General | |
| datarobot_list_project_jobsLists the queued, running or failed modeling jobs of a project | read | General | |
| datarobot_list_modelsLists the Leaderboard models of a project with their blueprint, sample size and metric scores | read | General | |
| datarobot_get_modelGets one model with its blueprint, feature list, sample size and validation, cross-validation and holdout scores | read | General | |
| datarobot_list_deploymentsLists deployments with their model, service, drift and accuracy health, optionally matching a search term | read | General | |
| datarobot_get_deploymentGets a deployment with its current model, prediction environment, health status and settings | read | General | |
| datarobot_get_deployment_service_statsGets a deployment's service health over a period: predictions, requests, response times, error rates and median load | read | General | |
| datarobot_list_datasetsLists datasets in the Data Registry with their size, row count and processing state | read | General | |
| datarobot_get_datasetGets a dataset with its versions, size, row and column counts, and processing state | read | General | |
| datarobot_create_dataset_from_urlRegisters a dataset in the Data Registry from a file URL | write | General |