Make model disparity analysis easier to follow up
Schedule a focused disparity calculation for a model feature and keep the asynchronous result visible.
Trigger
Recurring schedule
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Action
Create Data Disparity Insights
Start an asynchronous calculation of data disparities between two classes for a feature.
Why this helps
A useful disparity analysis can get delayed when setup and follow-up are separated from model review work.
- Request a focused calculation for a selected model feature.
- Keep the asynchronous calculation location in a run report.
- Make disparity analysis easier to include in regular model review.
Setup
Build it in a few focused steps.
- 1Connect AnyDB and DataRobot once in the Notis portal.
- 2Create an automation in Automations, New Automation, and name the disparity analysis workflow.
- 3Tell Notis to calculate DataRobot data disparity insights for the supplied model, feature, and comparison classes.
- 4Pick a recurring schedule and choose where run reports go.
- 5Test with one valid model and feature configuration and review the returned status location.
Questions about this workflow
Does the action choose the feature to analyze?
No. Supply a valid feature and comparison classes for the model in the scheduled run context.
Are the insights available immediately?
No. The calculation is asynchronous. The returned location can be followed to check job status and retrieve results.
Can AnyDB provide a trigger?
No AnyDB trigger events are listed. This workflow uses a Notis recurring schedule.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link AnyDB to Datarobot. A trigger fires from one place; an action lands in another.
AnyDB 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.
AnyDB and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
Save your first hour today.
7-day trial of any paid plan, with 20$ of usage included.
No card. Works with personal or business Datarobot.