<@ULVA73B9P> I want to define a deployment of a fl...
# marvin-ai
y
@Marvin I want to define a deployment of a flow in code, including a trigger based on a particular event. I want to deploy the flow if it isn't deployed yet, otherwise not to do anything. How do I do this?
m
To define a deployment of a flow in code with a trigger based on a particular event, and to conditionally deploy the flow if it isn't already deployed, you can follow these steps using Prefect 3.x: 1. Define the Deployment: You can create a deployment using the
serve
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:
Copy code
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.