Monitor the batches behind your predictions
Have Notis create a DataRobot monitoring job for prediction batches prepared through your AnyDB workflow.
Trigger
Recurring schedule
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Action
Create Batch Monitoring Job
Create an asynchronous batch monitoring job to track model performance and data drift.
Why this helps
Prediction batch monitoring can be missed when it depends on separate manual job creation.
- Create monitoring jobs on a predictable cadence.
- Keep the created job ID available for status follow-up.
- Make batch monitoring part of the routine around prepared data.
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 batch monitoring workflow.
- 3Tell Notis to create a DataRobot batch monitoring job using the supplied deployment and batch details, and report the job ID.
- 4Pick a recurring schedule and choose where run reports go.
- 5Test with one real deployment and batch configuration and confirm job creation.
Questions about this workflow
Is this the same as creating a monitoring definition?
No. A monitoring definition configures reusable settings. This action creates a monitoring job for tracking batch predictions.
Does it compare performance to an AnyDB baseline?
Only data and baselines available in the supplied configuration can be used. A baseline that is not provided by DataRobot or your setup must be supplied.
Why is a schedule used?
AnyDB has no listed trigger events. A Notis cron schedule provides the trigger for creating monitoring jobs.
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
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