Start DataRobot batch scoring from a webhook
When an upstream process is ready for scoring, let it call a Notis webhook to start a DataRobot batch prediction job.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
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
Waiting for a person to notice a scoring request can delay the results an upstream process needs.
- Start large-scale scoring from an upstream webhook.
- Reduce manual triage of routine batch prediction requests.
- Receive the job result through a selected run report channel.
Setup
Build it in a few focused steps.
- 1Connect DataRobot once in the Notis portal.
- 2Create an automation and give it a clear name.
- 3In one instruction, define the scoring target and dataset details the webhook request must provide, then ask Notis to create a batch prediction job.
- 4Pick a webhook as the trigger and choose where run reports go.
- 5Test with one real webhook request containing valid scoring details.
Questions about this workflow
What can this action score?
The action can create a batch prediction job using a deployment, model, or model package with the required input details.
Does the prediction job finish right away?
No. Batch prediction processing is asynchronous.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Gmail to Datarobot. A trigger fires from one place; an action lands in another.
Gmail 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.
Email Sent
Triggers when a Gmail message is sent by the authenticated user. It polls the 'SENT' label and emits metadata including sender, recipients, subject, timestamp, and thread ID.
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.
New Gmail Message Received Trigger
Triggers when a new message is received in Gmail.
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.
Gmail and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
Save your first hour today.
7-day trial of any paid plan, with 20$ of usage included.
No card. Works with personal or business Datarobot.