Move Prepared Weather Features into DataRobot
When your feature process publishes a weather-enriched file, send its URL to Notis to start a DataRobot dataset import.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Create Dataset from File
Upload a file to create a dataset; processing continues asynchronously.
Why this helps
Prepared weather features can stall between data preparation and the modeling catalog.
- Connects a prepared feature export to a catalog import.
- Reduces manual steps after feature preparation.
- Keeps the dataset import run report in Notis.
Setup
Build it in a few focused steps.
- 1Connect AccuWeather and DataRobot in the Notis portal if available through your setup, and connect the feature preparation service.
- 2Create an automation in Automations, New Automation, and name it for weather feature imports.
- 3In one instruction, tell Notis to create a DataRobot dataset from the posted publicly accessible feature export URL.
- 4Choose the webhook trigger and select where run reports should go.
- 5Test with one real weather feature export.
Questions about this workflow
Does this workflow calculate weather features?
No. It imports a prepared file. Your service must create the features and publish the export at a publicly accessible URL.
Can the imported data be used for any model type?
That depends on the dataset schema and the DataRobot project setup. This workflow only starts dataset creation.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link AccuWeather to Datarobot. A trigger fires from one place; an action lands in another.
AccuWeather 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.
AccuWeather and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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