Set up scheduled monitoring for address predictions
Create a monitoring job definition for an existing DataRobot deployment so batch prediction performance and data drift can be tracked.
Trigger
Recurring schedule
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Action
Create Batch Monitoring Job Definition
Create a batch monitoring job definition for scheduled or manual deployment tracking.
Why this helps
Model monitoring setup can slip when it is left on a follow-up list after deploying address quality predictions.
- Create a scheduled or manual monitoring job definition for a deployment.
- Keep monitoring setup attached to an existing deployment.
- Make the setup visible through a Notis run report.
Setup
Build it in a few focused steps.
- 1Connect Addressfinder and DataRobot once in the Notis portal.
- 2Create an automation in Automations, New Automation, and name it.
- 3Tell Notis to create a batch monitoring job definition for the specified deployment that scores address quality data.
- 4Pick the Notis recurring schedule trigger and choose where run reports should go.
- 5Run one real example with an existing deployment ID and review the run report.
Questions about this workflow
Does this action run monitoring immediately?
It creates a monitoring job definition. The action description allows scheduled or manual monitoring jobs; the workflow does not claim to launch a monitoring run.
What must I provide?
The workflow prompt needs an existing DataRobot deployment ID. Any other required settings must be supplied in the prompt or by the action's supported inputs.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Addressfinder to Datarobot. A trigger fires from one place; an action lands in another.
Addressfinder 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.
Addressfinder and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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