Automate recurring batch prediction runs
Start large-scale scoring on a predictable schedule using the DataRobot scoring target and dataset you specify.
Trigger
Recurring schedule
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Action
Create Batch Predictions
Tool to create a new batch predictions job in DataRobot. Use when you need to score large datasets using a deployment, model, or model package. The job processes predictions asynchronously.
Why this helps
Repeat scoring can slip when someone has to remember to launch each batch job.
- Reduce manual job launches
- Make repeat scoring predictable
- Keep each run report accessible
Setup
Build it in a few focused steps.
- 1Connect DataRobot once in the Notis portal.
- 2Create an automation in Automations, New Automation, and name it.
- 3Describe the batch prediction to create and supply valid scoring and dataset references.
- 4Pick a recurring schedule trigger and choose where run reports go.
- 5Test with one real scoring job and confirm its status in DataRobot.
Questions about this workflow
Does this wait for predictions to finish?
Batch prediction processing is asynchronous. The job starts and can be checked in DataRobot.
Can this reuse an existing job's settings?
Use the separate action for creating predictions from an existing job if that is the intended workflow.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Agent mail to Datarobot. A trigger fires from one place; an action lands in another.
Agent mail triggers
Datarobot actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Add Users to Group
Tool to add one or more users to a DataRobot user group by groupId. Use when you have a valid groupId and want to add existing usernames. Limit 100 users per request.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Add User to Organization
Tool to add a user to an existing organization. Use when you have an organizationId and wish to add or create a user within it.
New Email Received
Trigger for new emails in an AgentMail inbox
Analyze Dataset Definition
Tool to analyze a dataset definition by ID. Use when you need to trigger an analysis job that retrieves dataset metadata, schema, and statistics.
Archive Model Package
Tool to archive a DataRobot model package. Use when you need to archive a model package that is no longer actively used.
Build Java Scoring Code Package
Initiates an asynchronous build of a Java JAR package containing DataRobot Scoring Code for a deployment. The JAR can be executed locally for predictions or used as a library in Java applications. Use after confirming the deployment is active and supports scoring code. Poll the returned statusId or location URL to track build progress.
Cancel Notebook Job
Tool to cancel a running or pending notebook job execution. Use when you need to stop a notebook job that is currently executing or queued. The cancellation is immediate and cannot be undone.
Cancel Project Job
Tool to cancel a pending job for a project. Use when you need to stop a queued or running job after confirming its ID.
Check Project Status
Tool to check the status of a DataRobot project. Use after creating or loading a project to monitor its stage and Autopilot completion.
Connect any two apps with Notis in the middle.
Agent mail and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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