Keep DataRobot datasets refreshed after environment changes
Use a small operational change as a cue to keep data maintenance on track.
Trigger
New Device Added
Triggers when a new device is added.
Action
Create Dataset Refresh Job
Tool to schedule a dataset refresh job in DataRobot. Use when you need to automate periodic data updates for a dataset. The schedule must be at least daily (hourly schedules are not supported).
Why this helps
Refresh schedules drift when ownership is unclear.
- Creates a clear maintenance handoff
- Keeps refresh work visible
- Reduces forgotten upkeep
Setup
Build it in a few focused steps.
- 1Connect Spotify and Datarobot in Notis once.
- 2Create an automation naming the DataRobot dataset and at least daily refresh schedule to create.
- 3Pick New Device Added as the trigger.
- 4Choose a report destination and test with one device addition.
Questions about this workflow
Can this schedule hourly refreshes?
No. The DataRobot refresh action supports schedules of at least daily.
Does the device event contain dataset details?
No. Supply the dataset and schedule details in your automation instruction.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Spotify to Datarobot. A trigger fires from one place; an action lands in another.
Spotify triggers
Datarobot actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Add Users to Group
Tool to add one or more users to a DataRobot user group by groupId. Use when you have a valid groupId and want to add existing usernames. Limit 100 users per request.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Add User to Organization
Tool to add a user to an existing organization. Use when you have an organizationId and wish to add or create a user within it.
New Device Added
Triggers when a new device is added.
Analyze Dataset Definition
Tool to analyze a dataset definition by ID. Use when you need to trigger an analysis job that retrieves dataset metadata, schema, and statistics.
Spotify Playlist Item Change
Triggers when songs are added to or removed from a Spotify playlist.
Archive Model Package
Tool to archive a DataRobot model package. Use when you need to archive a model package that is no longer actively used.
New Playlist Created or Deleted
Triggers when a new playlist is created or deleted.
Build Java Scoring Code Package
Initiates an asynchronous build of a Java JAR package containing DataRobot Scoring Code for a deployment. The JAR can be executed locally for predictions or used as a library in Java applications. Use after confirming the deployment is active and supports scoring code. Poll the returned statusId or location URL to track build progress.
Cancel Notebook Job
Tool to cancel a running or pending notebook job execution. Use when you need to stop a notebook job that is currently executing or queued. The cancellation is immediate and cannot be undone.
Cancel Project Job
Tool to cancel a pending job for a project. Use when you need to stop a queued or running job after confirming its ID.
Check Project Status
Tool to check the status of a DataRobot project. Use after creating or loading a project to monitor its stage and Autopilot completion.
Connect any two apps with Notis in the middle.
Spotify and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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