Start a focused data disparity review
Use a clear report-ready handoff to start a targeted disparity calculation in DataRobot.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Create Data Disparity Insights
Start an asynchronous calculation of data disparities between two classes for a feature.
Why this helps
A model review may be planned in a report but never make it into the analysis queue.
- Start a focused calculation from a documented review handoff.
- Keep a specific feature and model review from being forgotten.
- Receive a job reference for asynchronous progress.
Setup
Build it in a few focused steps.
- 1Connect ActiveMerge and DataRobot once in Notis.
- 2Create an automation and describe the existing model, feature, and classes to compare for disparity insights.
- 3Choose the Notis webhook trigger and call it from the external workflow when the review is ready.
- 4Choose where run reports should be delivered.
- 5Test with one real model review and feature.
Questions about this workflow
Does this produce a report immediately?
No. The disparity calculation is asynchronous and its status must be checked.
Can Notis choose a feature automatically?
Supply the model, feature, and class comparison in the instruction or webhook context. The action requires a specific feature.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link ActiveMerge to Datarobot. A trigger fires from one place; an action lands in another.
ActiveMerge 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.
ActiveMerge and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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