Inspect document dataset structure before modeling
Get a clearer view of the dataset's fields and statistics before deciding what to do next.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Analyze Dataset Definition
Start an analysis job to retrieve a dataset’s metadata, schema and statistics.
Why this helps
Starting analysis without checking a dataset's shape can lead to avoidable backtracking.
- Retrieve metadata, schema, and statistics for an existing definition.
- Make dataset inspection part of document-data intake.
- Help teams spot questions to resolve before modeling.
Setup
Build it in a few focused steps.
- 1Connect Affinda and DataRobot once in the Notis portal.
- 2Create a Notis automation for document dataset inspection.
- 3Ask Notis to analyze the supplied DataRobot dataset definition ID and report the returned metadata, schema, and statistics.
- 4Pick a Notis webhook trigger and choose where run reports should go.
- 5Test with one real dataset definition ID and review the analysis result.
Questions about this workflow
Does this create a dataset definition?
No. It analyzes an existing dataset definition, so provide a valid DataRobot definition ID.
What information does the analysis return?
The action retrieves dataset metadata, schema, and statistics.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Affinda to Datarobot. A trigger fires from one place; an action lands in another.
Affinda 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.
Affinda and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
Save your first hour today.
7-day trial of any paid plan, with 20$ of usage included.
No card. Works with personal or business Datarobot.