Run batch predictions for deal analysis
When a deal review needs many records scored, send the dataset and scoring context to Notis to start a DataRobot batch job.
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 a large dataset can require several setup steps that pull attention away from the decision at hand.
- Start scoring for large datasets through one request.
- Keep the scoring purpose attached to the job.
- Let the asynchronous job run while you return to other work.
Setup
Build it in a few focused steps.
- 1Connect Affinity and DataRobot once in the Notis portal.
- 2Create an automation and describe the batch prediction job to launch for the supplied data.
- 3Choose notis_webhook as the trigger and include valid dataset and scoring configuration details.
- 4Choose where run reports should go.
- 5Test with one valid dataset and supported scoring setup.
Questions about this workflow
Does the job finish during the webhook run?
Batch prediction processing is asynchronous. The action starts the job and returns job details.
Can this create predictions from an arbitrary file?
The request must provide the valid dataset and scoring configuration required by DataRobot.
Does this train a new model?
No. It creates a batch prediction job using a deployment, model, or model package.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Affinity to Datarobot. A trigger fires from one place; an action lands in another.
Affinity 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.
Affinity and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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