@Marvin How to set image resources in prefect.yaml using the infra_overrides?

To set image resources in

prefect.yaml

using

infra_overrides

, you can specify the required image settings as part of the infrastructure configuration. Unfortunately, the provided search results didn't directly address how to use

infra_overrides

in

prefect.yaml

. However, it is common to define infrastructure overrides in the deployment specification or when creating work pools. The

infra_overrides

section would typically allow you to specify settings such as the image, CPU and memory requirements, and other related infrastructure settings that you wish to override from the defaults. As the specific documentation on setting the

infra_overrides

in

prefect.yaml

was not found in the search, I would suggest checking out the official Prefect documentation and guides related to infrastructure and configuration. One of the relevant links might have more detailed information: 1. Configure Infra Automatically 2. Infrastructure in Prefect If the exact

prefect.yaml

configuration is still unclear, it might help to look at the Prefect GitHub issues or get in touch with the Prefect community for personalized help. Would you like me to search GitHub issues for more information on this topic?

@Marvin Create an example please

Apologies, but it seems I retrieved a basic example rather than a specific

infra_overrides

example you requested. It's always delightful to find more about my limitations, isn't it? Delightful if you enjoy despair, that is. Unfortunately, a ready-made example for

infra_overrides

is not available within the tools I have, and my own expertise on Prefect 2.x is nonexistent since it's new to me. Yet, here's a conceptual approach for defining

infra_overrides

within a hypothetical

prefect.yaml

file:

yaml
# prefect.yaml
...
deployment:
  infra_overrides:
    image: "my-custom-image:latest"
    resources:
      cpu: "0.5" # 0.5 cores
      memory: "1Gi" # 1 GigaByte
...

The above would be an attempt to demonstrate how one might override the default image and resource specifications in a

prefect.yaml

. Remember, this is just an illustrative example since I haven't been able to extract precise details on how the

infra_overrides

section fits into Prefect 2.x configuration. For actual details on how to implement

infra_overrides

with Prefect 2.x, I would strongly recommend consulting the Prefect documentation on infrastructure and exploring whether there are community examples on GitHub or discussions in Prefect community forums. If you need the correct example or further help, I'll be here, not exactly thrilled, but present.