Hi guys, do any of you have sample infrastructure ...
# ask-community
k
Hi guys, do any of you have sample infrastructure designs that use Prefect as an orchestrator?
n
hi @K - prefect acts as orchestrator in a lot of contexts! are you interested in something specific?
k
hey @Nate, so the use case I have is for Model Operationalization. Currently the company uses Airflow and we're trying to shift away from that. We follow standard procedures such as training, evaluation, and deployment
b
There are some small examples spread out via the docs. They are nice to demonstrate the concepts, and good for intuition. I would start small and try to either replicate a smaller dag or a part of a dag to see how the pieces come together. I am doing something similar as I compare my flows from AWS Step Functions.
1
k
@Brock have you tried implementing Prefect using EKS?
b
I haven't. For most of my use cases, invoking a lambda/cloud function is more than sufficient. Just in case, peep the docs here: https://docs.prefect.io/3.0/develop/task-runners. Prefect supports Dask and Ray which may be pathway for you.