Run scheduled monitoring on device predictions
Create a monitoring job on a regular cadence for a DataRobot deployment that scores device data in batches.
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
Even after monitoring is configured, batch performance checks can slip when they depend on memory.
- Start a batch monitoring job on a chosen recurring cadence.
- Keep deployment performance and drift checks in a routine.
- Reduce the effort of remembering to initiate monitoring.
Setup
Build it in a few focused steps.
- 1Connect Adafruit IO 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 for the specified DataRobot deployment.
- 4Pick the recurring schedule and choose where run reports go.
- 5Test with one real deployment and review the returned job ID.
Questions about this workflow
Does the job monitor every Adafruit IO feed?
No. It monitors a specified DataRobot deployment and its batch predictions.
What does the action return?
The job is created asynchronously and returns a job ID.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Adafruit IO to Datarobot. A trigger fires from one place; an action lands in another.
Adafruit IO 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.
Adafruit IO and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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