Make feature transformations easier to start
Describe a needed feature transformation in Telegram and let Notis start the corresponding DataRobot operation.
Trigger
New Message Received
Triggered when your bot receives a new message in a private chat, group, or supergroup. To receive every message in a group, Privacy Mode must be disabled for the bot in BotFather.
Action
Create Dataset Feature Transform
Tool to create a feature transform on a DataRobot dataset. Use when you need to transform an existing feature into a new feature with a different type or extract date components. Feature creation is asynchronous - poll the returned location URL to check status.
Why this helps
A needed data transformation can be forgotten between a modeling discussion and the dataset tool.
- Turn a transformation request into a dataset operation.
- Reduce the delay between discussion and preparation.
- Capture the intended conversion or date extraction while it is clear.
Setup
Build it in a few focused steps.
- 1Connect Telegram and DataRobot to Notis once through the portal.
- 2Create an automation in the portal or ask Notis conversationally.
- 3Write one plain-language instruction to create a feature transform only when the dataset, source feature, and intended transformation are clear.
- 4Pick New Message Received as the trigger and choose a channel for run reports.
- 5Test with a real transformation request for an existing dataset feature.
Questions about this workflow
What kinds of transformations are described?
The action can transform an existing feature into a new one with a different type or extract date components.
Does it modify any dataset mentioned casually?
Set the instruction to require a clear request and identified source feature before acting.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Telegram to Datarobot. A trigger fires from one place; an action lands in another.
Telegram 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 Message Received
Triggered when your bot receives a new message in a private chat, group, or supergroup. To receive every message in a group, Privacy Mode must be disabled for the bot in BotFather.
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 Channel Post
Triggered when a new post is published to a channel where your bot is an administrator.
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.
Callback Query Received
Triggered when a user taps an inline keyboard button attached to one of your bot's messages.
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 Edited
Triggered when a message in a chat your bot can see is edited by its sender.
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.
New Chat Member
Triggered when a new member joins a group or supergroup the bot belongs to, including when the bot itself is added.
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.
Telegram and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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