Trigger DataRobot disparity analysis from Discord
Let a review signal start deeper analysis without another handoff.
Trigger
Message Reaction Added
Triggered when a reaction (emoji) is added to a message in a monitored Discord channel.
Action
Create Data Disparity Insights
Tool to start data disparity insight calculations for a DataRobot model. Use when you need to analyze data disparity between two classes for a specific feature. The calculation is asynchronous; poll the returned location URL to check job status and retrieve results.
Why this helps
Potential fairness or segment gaps stay unexamined when follow-up analysis is manual.
- Turns review signals into analysis
- Keeps model concerns visible
- Reports asynchronous insight jobs
Setup
Build it in a few focused steps.
- 1Connect Discord and Datarobot in Notis once.
- 2Create an automation for disparity review reactions.
- 3Tell Notis to start DataRobot disparity insights for the referenced model, feature, and comparison classes.
- 4Pick Message Reaction Added as the trigger and choose the report channel.
- 5Test with one real review reaction.
Questions about this workflow
What must the message identify?
Include the DataRobot model, feature, and comparison classes needed for the insight calculation.
Is the insight generated immediately?
The calculation is asynchronous, so Notis should report the returned job or location details.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Discord to Datarobot. A trigger fires from one place; an action lands in another.
Discord 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.
New Discord Message Trigger
Polls a specific Discord channel for new messages.
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.
New Member Joined
Triggered when a new member joins a Discord server (guild) you manage.
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.
Message Reaction Added
Triggered when a reaction (emoji) is added to a message in a monitored Discord channel.
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.
New Thread Created
Triggered when a new thread is created in a Discord channel within a monitored server.
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.
Message Edited
Triggered when an existing message in a monitored Discord channel is edited.
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.
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.
Discord and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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