Start large dataset scoring from a Linear issue
Let the issue that describes a scoring request launch the DataRobot batch prediction job for the relevant model or deployment.
Trigger
Issue Created Trigger
Triggered when a new issue is created.
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
Large scoring tasks are easy to leave waiting while someone switches tools to create the prediction job.
- Turns a clear scoring issue into a prediction job request.
- Cuts down on manual handoff steps for large scoring work.
- Keeps the job start associated with the request and its context.
Setup
Build it in a few focused steps.
- 1Connect Linear and DataRobot to Notis once in the portal.
- 2Ask Notis to create batch predictions for the referenced dataset and DataRobot deployment, model, or package when a new Linear issue requests scoring.
- 3Select the Linear Issue Created trigger and choose a channel for run reports.
- 4Test with one real scoring request that identifies the input and target model or deployment.
Questions about this workflow
Will the predictions be available immediately?
No. Batch prediction processing is asynchronous and DataRobot returns job information to track progress.
What can the batch job use?
It can score using a deployment, model, or model package, with the scoring input identified in the request.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Linear to Datarobot. A trigger fires from one place; an action lands in another.
Linear 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.
Comment Received Trigger
Triggered when a comment is received.
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.
Issue Created Trigger
Triggered when a new issue is created.
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.
Issue Updated Trigger
Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.
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.
Private Team Comment Created
Fires when a new comment is posted on an issue in a private Linear team (polled with the connected user's token).
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.
Private Team Issue Created
Fires when a new issue appears in a private Linear team (polled with the connected user's token).
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.
Private Team Issue Properties Updated
Fires when properties on an issue change in a private Linear team (polled with the connected user's token).
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.
Linear and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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