Turn a feature suggestion into a DataRobot transform
Convert a specific feature transformation recommendation into a reusable DataRobot dataset feature.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Create Dataset Feature Transform
Create a transformed feature from an existing dataset feature; processing is asynchronous.
Why this helps
A useful transformation idea can remain buried in analysis notes instead of being applied to the dataset.
- Move a concrete transformation idea into the dataset workflow.
- Create a transformed feature with a different type or date components.
- Keep implementation tied to the relevant source feature.
Setup
Build it in a few focused steps.
- 1Connect Ai ml api and Datarobot once in the Notis portal.
- 2Create an automation and name it for the transformation task.
- 3Describe how to create the specified transform from the dataset and feature details in the request.
- 4Choose the webhook trigger and select where run reports should go.
- 5Test with one real dataset and a valid transform request.
Questions about this workflow
Can it transform any feature?
The requested transformation must be supported for the specified feature and dataset.
Does it finish synchronously?
Feature creation is asynchronous. Check the returned status to confirm completion.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Ai ml api to Datarobot. A trigger fires from one place; an action lands in another.
Ai ml api triggers
Datarobot actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Add Users to Group
Add one or more existing users to a user group.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Add User to Organization
Add a user to an existing organization.
Analyze Dataset Definition
Start an analysis job to retrieve a dataset’s metadata, schema and statistics.
Archive Model Package
Archive a model package that is no longer in active use.
Build Java Scoring Code Package
Start an asynchronous build of a Java JAR scoring package for a deployment.
Cancel Notebook Job
Immediately cancel a running or queued notebook job; this cannot be undone.
Cancel Project Job
Cancel a pending project job.
Check Project Status
Check a project’s status and progress.
Connect any two apps with Notis in the middle.
Ai ml api and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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