Prepare date components from browser-collected data
If a collected dataset contains a date field, create a transformed feature in DataRobot to make later analysis easier to set up.
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
Date columns often need extra preparation before they can support useful trend or seasonality analysis.
- Create a new feature from an existing date field.
- Prepare date components for analysis and modeling.
- Keep the transform request attached to the dataset workflow.
Setup
Build it in a few focused steps.
- 1Connect Airtop and DataRobot once in the Notis portal.
- 2Create an automation in Automations, New Automation, and give it a clear name.
- 3Tell Notis to create a date feature transform for the specified DataRobot dataset and feature.
- 4Choose a webhook trigger and select where run reports should go.
- 5Test with a real dataset and a valid date feature reference.
Questions about this workflow
Does Airtop need to transform the data first?
No. The DataRobot action creates the feature transform on a DataRobot dataset.
Does this finish synchronously?
Feature creation is asynchronous. Use the returned status details to follow progress.
Can it extract any arbitrary feature?
The action is specifically for transforming an existing feature, including changing type or extracting date components. Provide the dataset and feature context.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Airtop to Datarobot. A trigger fires from one place; an action lands in another.
Airtop 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.
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Airtop and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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