Hello all, I just setup a prefect worker ECS cluster service and have been able to get very basic tasks to run successfully. However now I am testing some more complex flows and need to specify additional python packages. Its unclear how I am supposed to do this. Should I be specifying this in the deployment configuration with infra_overrides? Or do I specify this inside the ecs work pool configuration? Or is the expectation that I create a custom image that has the python environment I need and configure that image in the ecs worker pool?

I think the most straightforward way to do this is to build an image with your required python packages pre-installed. If you're using

prefect deploy

with a

prefect.yaml

or

.deploy

as part of a deployment script, you can specify the image you want to build when you create or update deployments.

yea I finally got my head wrapped around it, I am using the cloud rest API to manage my deployments over using prefect.yaml. For now I am passing "EXTRA_PIP_PACKAGES" to my infrastructure overrides but will build my own image later on and pass that to my ecs workerpool.