Make batch scoring setup easier to resume
When a scoring plan is agreed in Slack, create a reusable DataRobot batch prediction definition to carry the work forward.
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 Prediction Job Definition
Tool to create a Batch Prediction job definition. Use when you need to manually or scheduled scoring on large datasets.
Why this helps
Batch scoring setup often becomes a separate task after the team has already settled the plan in conversation.
- Carry an agreed scoring plan into DataRobot setup.
- Create a reusable definition for manual or scheduled scoring.
- Reduce the steps between discussion and implementation.
Setup
Build it in a few focused steps.
- 1Connect Slack and DataRobot to Notis once in the portal.
- 2Create an automation prompt to create a batch prediction job definition from Slack requests that identify the deployment and scoring configuration.
- 3Select the Slack channel message trigger and set a channel for run reports.
- 4Test with one real scoring plan confirmed by the team.
Questions about this workflow
Does creating the definition score data?
No. It creates the job definition; running predictions is a separate action.
What information should the plan include?
Include the target deployment and the prediction settings needed to define the batch job.
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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