Schedule batch scoring for prepared abuse data
Set up a recurring run to score a prepared dataset in DataRobot and reduce the manual steps between data preparation and predictions.
Trigger
Recurring schedule
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Action
Create Batch Predictions
Start an asynchronous batch prediction job to score a large dataset.
Why this helps
Large scoring runs can be forgotten when someone must manually revisit the same prediction setup each cycle.
- Start recurring prediction jobs for large datasets.
- Reduce manual launch steps for an established scoring routine.
- Keep batch scoring associated with a predictable review schedule.
Setup
Build it in a few focused steps.
- 1Connect Abuselpdb and DataRobot once in the Notis portal.
- 2Create an automation in Automations, New Automation, and name it.
- 3Tell Notis to create batch predictions from the prepared dataset using the specified scoring target.
- 4Pick the recurring schedule trigger and choose where run reports should go.
- 5Test with one real dataset and deployment, model, or model package reference.
Questions about this workflow
Does the schedule prepare the dataset?
No. The dataset and scoring target must already be available and referenced by the instruction.
Are predictions returned immediately?
The job processes asynchronously, so check its status after it starts.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Abuselpdb to Datarobot. A trigger fires from one place; an action lands in another.
Abuselpdb triggers
Datarobot actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
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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.
Abuselpdb and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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