Start batch predictions from an Agiled request
When a project or task request is ready for scoring, have Notis launch a DataRobot batch prediction job using the supplied inputs.
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
Scoring requests can stall when someone has to move data and deployment details between project tracking and DataRobot.
- Start large scoring jobs from a request tied to Agiled work.
- Keep deployment and input details with the scoring request.
- Use Notis run reports to follow the asynchronous job.
Setup
Build it in a few focused steps.
- 1Connect Agiled and DataRobot once in the Notis portal.
- 2Create an automation in Automations, New Automation, or tell Notis the outcome in plain language.
- 3Ask Notis to launch batch predictions using the deployment and input details supplied with the request.
- 4Choose the webhook trigger and where run reports should go.
- 5Test with one real scoring request and valid DataRobot inputs.
Questions about this workflow
Does this return predictions immediately?
The batch prediction job is asynchronous. The action starts the job and returns job information for follow-up.
What needs to be included?
Supply valid DataRobot scoring inputs and the deployment, model, or model package details required for the job.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Agiled to Datarobot. A trigger fires from one place; an action lands in another.
Agiled 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.
Agiled and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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