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Define a repeatable batch scoring job

Capture the DataRobot batch scoring setup once so the deal analysis process can launch it consistently later.

Trigger

Webhook received

Notis starts this workflow when an external tool or custom backend sends an HTTP request.

Action

Create Batch Prediction Job Definition

Create a batch prediction job definition for manual or scheduled scoring.

Why this helps

Repeating batch prediction setup from scratch makes routine analysis more effortful than it needs to be.

  • Create a reusable batch prediction definition.
  • Support later manual or scheduled scoring.
  • Reduce repeated configuration effort.

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 definition to create from supplied details.
  • 3Choose notis_webhook as the trigger and include valid dataset and scoring configuration details.
  • 4Choose where run reports should go.
  • 5Test with one valid batch scoring configuration.

Questions about this workflow

Does this immediately score records?

No. It creates a job definition. A separate action launches predictions from that definition.

Can the definition be scheduled?

The listed action creates a definition for manual or scheduled scoring. The schedule must follow your DataRobot setup.

What should I provide?

Include the valid dataset and scoring configuration details required to define the batch prediction.

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.

TriggerScheduled

Add Users to Group

Add one or more existing users to a user group.

ActionInstant

Webhook trigger

Notis starts this workflow when an external tool or custom backend sends an HTTP request.

TriggerInstant

Add User to Organization

Add a user to an existing organization.

ActionInstant

Analyze Dataset Definition

Start an analysis job to retrieve a dataset’s metadata, schema and statistics.

ActionInstant

Archive Model Package

Archive a model package that is no longer in active use.

ActionInstant

Build Java Scoring Code Package

Start an asynchronous build of a Java JAR scoring package for a deployment.

ActionInstant

Cancel Notebook Job

Immediately cancel a running or queued notebook job; this cannot be undone.

ActionInstant

Cancel Project Job

Cancel a pending project job.

ActionInstant

Check Project Status

Check a project’s status and progress.

ActionInstant

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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