Launch DataRobot batch monitoring from Discord threads
Turn a focused monitoring thread into an operational job without leaving Discord.
Trigger
New Thread Created
Triggered when a new thread is created in a Discord channel within a monitored server.
Action
Create Batch Monitoring Job
Tool to create a DataRobot Batch Monitoring job for tracking model performance and data drift on batch predictions. Use when you need to monitor predictions at scale. The job is created asynchronously and returns immediately with a job ID.
Why this helps
Monitoring setup gets delayed when requirements live in a thread and execution lives elsewhere.
- Converts requirements into action
- Keeps monitoring requests traceable
- Speeds up operational setup
Setup
Build it in a few focused steps.
- 1Connect Discord and Datarobot in Notis once.
- 2Create an automation for monitoring threads.
- 3Tell Notis to create the DataRobot batch monitoring job from the thread's deployment, data, and schedule details.
- 4Pick New Thread Created as the trigger and choose the report channel.
- 5Test with one complete monitoring thread.
Questions about this workflow
What information should the thread contain?
Include the deployment reference and the monitoring inputs required by your DataRobot setup.
What happens after creation?
DataRobot creates the job asynchronously, and Notis can report the returned job ID and status 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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