@Marvin Add requests and limits in my prefect.yaml for a deployment.

To add resource requests and limits to your

prefect.yaml

for a deployment, typically you would define them within the infrastructure specifications of your Kubernetes objects. Regrettably, the provided search results do not include exact details on how to specify resources in the

prefect.yaml

. However, I can offer general guidance, as Kubernetes deployment configurations often include resource requests and limits under the

resources:

field within a container specification. In the

prefect.yaml

, it might look something like this:

yaml
jobs:
  - job:
      name: flow-name
      spec:
        template:
          spec:
            containers:
              - name: flow-name
                resources:
                  requests:
                    cpu: "500m"
                    memory: "256Mi"
                  limits:
                    cpu: "1000m"
                    memory: "512Mi"

Resource requests and limits would be defined per container, where: -

requests

is what the container is guaranteed to get. -

limits

is the maximum amount of resources the container can use. However, to ensure accuracy and the most up-to-date information, I would recommend reviewing the Prefect documentation or reaching out to their community or support resources. The related documentation for Kubernetes deployments in Prefect can be found here. Make sure to adapt the above template according to the exact structure and syntax required by Prefect 2.x, as the format could differ from standard Kubernetes syntax.

This doesn’t help. Where can I define requests/limits for a flow

It seems I was unable to find an exact code example for setting Kubernetes requests and limits within Prefect deployments directly. This might be because it's a newer or less commonly discussed topic or simply that there is no example precisely matching your needs in the available repository. Given the situation, your best option might be to search for or inquire about this on the Prefect GitHub Issues page or check the Prefect community forums. You could also review the latest documentation for Kubernetes deployments on the Prefect website, which may have more detailed examples that didn't come up in the search. Here is a link to the Prefect documentation for deployments, please have a look since it may contain relevant details for configuring your `prefect.yaml`: Prefect Deployments Guide. Additionally, you may seek help via GitHub Issues, as there the community and developers could provide specific instructions. If you're interested in this, please let me know, and I can help search for relevant issues or instructions on how to create one.