Catch dataset changes before they disrupt modeling
Have Notis periodically ask DataRobot for the metadata and statistics that help you spot changes in a dataset definition.
Trigger
Recurring schedule
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Action
Analyze Dataset Definition
Start an analysis job to retrieve a dataset’s metadata, schema and statistics.
Why this helps
Schema or data changes can quietly undermine a modeling workflow until someone remembers to inspect the catalog.
- Bring dataset metadata and statistics into a concise run report.
- Create a recurring review reminder without manually opening the catalog.
- Make changes easier to notice before downstream modeling work.
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 dataset review.
- 3Tell Notis to analyze the supplied DataRobot dataset definition ID and summarize returned metadata, schema, and statistics.
- 4Pick a recurring schedule and choose where run reports go.
- 5Test with one real dataset definition ID and review the returned analysis.
Questions about this workflow
Will this detect changes against last week's schema?
The action returns analysis for a dataset definition. A baseline comparison requires prior results to be available to the automation or supplied by you.
Where does the dataset definition ID come from?
AnyDB trigger events are not available in this package. Provide the relevant DataRobot dataset definition ID as part of the scheduled run context.
Does this train a model?
No. It requests dataset metadata, schema, and statistics. Model training is outside this action.
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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