Move prepared data into batch scoring
When a dataset is ready, start the DataRobot batch prediction job as part of the same workflow.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Create Batch Predictions
Start an asynchronous batch prediction job to score a large dataset.
Why this helps
Prepared scoring data can sit idle while someone switches tools to start a prediction job.
- Reduce the delay between data preparation and scoring.
- Use DataRobot batch prediction for large datasets.
- Keep the scoring request connected to its preparation context.
Setup
Build it in a few focused steps.
- 1Connect Ai ml api and Datarobot once in the Notis portal.
- 2Create an automation in Automations, New Automation.
- 3Describe when to start batch predictions and the scoring context to use from the request.
- 4Choose the webhook trigger and select where run reports should go.
- 5Test with one real scoring request and confirm the job is created.
Questions about this workflow
What can this action score?
It can score using a deployment, model, or model package.
Are predictions returned immediately?
No. The job processes asynchronously.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Ai ml api to Datarobot. A trigger fires from one place; an action lands in another.
Ai ml api 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.
Ai ml api and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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