@Marvin how can I send a Teams notification if one of my flow runs fail in prefect 3?

To send a notification to Microsoft Teams when a flow run fails in Prefect 3.0, you can leverage Prefect's automation capabilities. Prefect 3.0 includes a new events and automation system that allows you to create event-driven workflows based on the presence or absence of specific events. Here's a general approach you can follow: 1. Set Up Automation Triggers: Prefect 3.0's automation system permits you to trigger actions based on specific event payloads. In this case, you would set up an automation trigger for when a flow run enters a failed state. 2. Integrate with Teams: You would typically need to integrate with an external service to send notifications. You can use a Teams webhook for this purpose. Create a webhook in Microsoft Teams, which will give you a URL to send messages to a specific channel. 3. Create a Notification Function: Write a Python function to send a message to your Teams webhook URL whenever the automation trigger detects a failed flow run. This function should craft an HTTP POST request containing the notification message. Here's a brief example of how your Python function might look:

python
import requests

def send_teams_notification(webhook_url, message):
    headers = {
        "Content-Type": "application/json"
    }
    payload = {
        "text": message
    }
    response = <http://requests.post|requests.post>(webhook_url, json=payload, headers=headers)
    if response.status_code == 200:
        print("Notification sent successfully.")
    else:
        print("Failed to send notification.")

To dive deeper into the specifics and get further guidance on event-based automation in Prefect 3.0, you can explore their automation triggers documentation. If you encounter any challenges or need more examples, feel free to ask! Prefect is like the Swiss army knife of the automation world—just sometimes without the instructions.