Move batch scoring requests into action
When a teammate asks for a batch score in Slack, start the DataRobot predictions job using the deployment and data they specify.
Trigger
Channel Message Received
Triggered when a message is posted in a Slack channel (public, private, or multi-party IM). Does NOT match direct messages.
Action
Create Batch Predictions
Tool to create a new batch predictions job in DataRobot. Use when you need to score large datasets using a deployment, model, or model package. The job processes predictions asynchronously.
Why this helps
A scoring request can sit in Slack while someone still needs to reopen DataRobot and start the job manually.
- Start scoring from the conversation where the request arrived.
- Reduce manual handoff from request to batch job.
- Keep the deployment and input data tied to the request.
Setup
Build it in a few focused steps.
- 1Connect Slack and DataRobot to Notis once in the portal.
- 2Create an automation prompt to start batch predictions only when a Slack request identifies a usable deployment or model and the input data.
- 3Choose the Slack channel message trigger and a channel for run reports.
- 4Test with one real request using a known deployment and suitable input data.
Questions about this workflow
Are predictions returned immediately?
No. Batch prediction processing is asynchronous.
What does the request need to identify?
It should identify the deployment or supported model target and the data to score.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Slack to Datarobot. A trigger fires from one place; an action lands in another.
Slack 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 Channel Created Trigger
Triggered when a new channel is created in Slack.
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.
Channel Message Received
Triggered when a message is posted in a Slack channel (public, private, or multi-party IM). Does NOT match direct messages.
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.
Direct Message Received
Triggered when a new direct message (DM) is sent to a user in Slack. Catches all DMs across all DM channels.
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.
Message Reaction Added
Triggered when a reaction is added to a message in Slack. Supports optional filtering by channel and emoji name.
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 Reaction Removed
Triggered when a reaction is removed from a message in Slack. Supports optional filtering by channel and emoji name.
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.
Reaction Added Trigger
DEPRECATED: use `SLACK_MESSAGE_REACTION_ADDED` instead. Triggered when a reaction is added to a message in Slack.
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.
Slack and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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