@Marvin can I use Python to create Deployments instead of using YAML?

Yes, you can create Prefect deployments using Python instead of YAML. You can use the

Deployment.build_from_flow

method to create a deployment from a Python object. Here is an example:

python
from my_project.flows import my_flow
from prefect.deployments import Deployment

deployment = Deployment.build_from_flow(
    flow=my_flow,
    name="example-deployment",
    version=1,
    work_queue_name="demo",
    work_pool_name="default-agent-pool",
)
deployment.apply()

For more detailed information and examples, you can refer to the Prefect documentation on creating deployment from a Python object.

🙅

My apologies for the outdated information. Yes, you're correct, you should use the

deploy()

method for creating deployments with Prefect 2.x. Here's an updated example using the

deploy()

method:

python
from prefect import flow

@flow
def my_flow():
    # your flow definition
    pass

my_flow.deploy(
    name="example-deployment",
    work_queue_name="example-work-queue"
)

Please, make sure to replace

my_flow

with your actual flow function and customize the deployment details as necessary. For the latest usage and updates, always refer to the Prefect documentation.