Set up reusable batch scoring from Linear
Record a repeat scoring need in Linear and let Notis start a reusable DataRobot batch prediction definition.
Trigger
Issue Updated Trigger
Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.
Action
Create Batch Prediction Job Definition
Tool to create a Batch Prediction job definition. Use when you need to manually or scheduled scoring on large datasets.
Why this helps
Recurring prediction runs create repetitive setup work and can slip when no reusable definition exists.
- Captures reusable scoring setup from the issue describing the need.
- Reduces repeat manual configuration in DataRobot.
- Gives recurring prediction work a traceable starting point.
Setup
Build it in a few focused steps.
- 1Connect Linear and DataRobot to Notis once in the portal.
- 2Ask Notis to create a batch prediction job definition when a Linear issue update describes repeat scoring for a DataRobot deployment or model.
- 3Select the Linear Issue Updated trigger and pick where run reports should go.
- 4Test with one real issue update that describes the repeat run and identifies the target.
Questions about this workflow
Does this run predictions right away?
No. It creates a job definition that can be used for manual or scheduled batch prediction runs.
What needs to be identified in Linear?
The issue should identify the DataRobot deployment or model and describe the repeat scoring need.
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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