Yosef
03/13/2025, 10:21 AMMarvin
03/13/2025, 10:21 AMserve
or deploy
method in Python. This will allow you to specify the deployment configuration in code.
2. Set Up Event Triggers: Use Prefect's event-driven deployment triggers to configure the deployment to run based on specific events. You can define triggers using classes such as DeploymentEventTrigger
, DeploymentMetricTrigger
, DeploymentCompoundTrigger
, and DeploymentSequenceTrigger
. These can be imported and used to create automations linked to specific events.
3. Check Deployment Status: Before deploying, you might want to check if the deployment already exists. This can be done by querying Prefect's API or using a condition in your code to determine if deployment is necessary.
Here's a basic example of how you might set this up:
python
from prefect import flow, serve, DeploymentEventTrigger
@flow
def my_flow():
# Your flow logic here
pass
# Define an event trigger
event_trigger = DeploymentEventTrigger(event="external.resource.pinged")
# Serve the deployment with the trigger
serve(
flow=my_flow,
triggers=[event_trigger],
# Add additional deployment configuration as needed
)
Resources:
- Deployment Overview
- Automation with Deployment Triggers
This approach allows you to manage deployments programmatically and ensure they are only created when necessary. If you need to check if a deployment already exists, you may need to interact with the Prefect API directly for a more advanced setup.