Check dataset changes automatically
Know what changed in your data before it reaches a model.
Trigger
File Updated
Trigger that fires when a OneDrive file's content or metadata changes. Returns file ID, last modified time, and modifier info.
Action
Analyze Dataset Definition
Tool to analyze a dataset definition by ID. Use when you need to trigger an analysis job that retrieves dataset metadata, schema, and statistics.
Why this helps
Schema and quality changes can hide inside routine file updates.
- Surfaces schema changes early
- Creates a concise change summary
- Supports safer modeling decisions
Setup
Build it in a few focused steps.
- 1Connect OneDrive and DataRobot once in Notis.
- 2Create an automation for source change analysis.
- 3Tell Notis which DataRobot dataset definition corresponds to the file and what changes to summarize.
- 4Pick the OneDrive File Updated trigger and choose a report channel.
- 5Test with one updated file and its known definition.
Questions about this workflow
What if the definition cannot be identified?
Notis reports the missing match and asks you to provide the correct DataRobot definition identifier.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link One drive to Datarobot. A trigger fires from one place; an action lands in another.
One drive triggers
Datarobot actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Add Users to Group
Tool to add one or more users to a DataRobot user group by groupId. Use when you have a valid groupId and want to add existing usernames. Limit 100 users per request.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Add User to Organization
Tool to add a user to an existing organization. Use when you have an organizationId and wish to add or create a user within it.
Onedrivebasetrigger
Base trigger for OneDrive changes using Gmail-style state management. Subclasses override `filter_changes(...)` to extract only the relevant items.
Analyze Dataset Definition
Tool to analyze a dataset definition by ID. Use when you need to trigger an analysis job that retrieves dataset metadata, schema, and statistics.
OneDrive File Created Trigger
Triggers when a new file is created in OneDrive. Uses Gmail-style state management for reliable duplicate prevention.
Archive Model Package
Tool to archive a DataRobot model package. Use when you need to archive a model package that is no longer actively used.
File Updated
Trigger that fires when a OneDrive file's content or metadata changes. Returns file ID, last modified time, and modifier info.
Build Java Scoring Code Package
Initiates an asynchronous build of a Java JAR package containing DataRobot Scoring Code for a deployment. The JAR can be executed locally for predictions or used as a library in Java applications. Use after confirming the deployment is active and supports scoring code. Poll the returned statusId or location URL to track build progress.
OneDrive Folder Created Trigger
Triggers when a new folder is created in OneDrive. Uses Gmail-style state management for reliable duplicate prevention.
Cancel Notebook Job
Tool to cancel a running or pending notebook job execution. Use when you need to stop a notebook job that is currently executing or queued. The cancellation is immediate and cannot be undone.
OneDrive Item Deleted Trigger
Triggers when a file or folder is deleted in OneDrive. Uses Gmail-style state management for reliable duplicate prevention.
Cancel Project Job
Tool to cancel a pending job for a project. Use when you need to stop a queued or running job after confirming its ID.
Item Moved or Renamed
Triggers when a file or folder is moved to a different path or renamed in OneDrive. Includes both old and new path/name data in the payload.
Check Project Status
Tool to check the status of a DataRobot project. Use after creating or loading a project to monitor its stage and Autopilot completion.
Connect any two apps with Notis in the middle.
One drive and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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