Define a repeatable batch scoring run
Turn the recurring move from prepared AnyDB data to batch predictions into a defined DataRobot job.
Trigger
Recurring schedule
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Action
Create Batch Prediction Job Definition
Create a batch prediction job definition for manual or scheduled scoring.
Why this helps
Repeated scoring setups require the same details to be gathered and checked each time.
- Create a reusable definition for later batch prediction runs.
- Keep the setup result and definition ID easy to find.
- Reduce repeated setup work for routine scoring.
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 scoring definition workflow.
- 3Tell Notis to create a DataRobot batch prediction job definition from the supplied deployment and input details, and report the definition ID.
- 4Pick a recurring schedule and choose where run reports go.
- 5Test with one real scoring configuration and confirm the definition is created.
Questions about this workflow
Does this produce predictions?
No. It creates a job definition. Launching a batch prediction job from that definition is a separate action.
What details are needed?
The definition needs valid DataRobot scoring configuration, including the appropriate deployment and input details. Provide them in the scheduled run context.
Can it use AnyDB as a trigger?
AnyDB trigger events are not available in this package. The recurring Notis schedule starts the automation.
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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