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#best-practices
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# best-practices
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Ramzi A
05/06/2022, 12:55 AMI figured out a way to use prefect 1 with k8s that scales well, with the introduction of 2 i am having trouble figuring out how to run kuberentes on aws and how to scale it. my initial method was using docker containers for python dependency for each flow which worked well along with having github actions auto deploy my flows as i add them and pull docker images from ECR. i don't think i can adopt the same format with 2.0. any one sucessfully build out a ci/cd with k8s on Prefect 2.0?
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Anna Geller
05/06/2022, 12:57 AM
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Ramzi A
05/06/2022, 12:58 AMthank you i will check this out!
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Hey Anna I wanted to follow up and thank you again. This has been extremely helpful I been sandboxing and testing out building out a few flows right now using k8s on AWS using Fargate compute for Prefect cloud 2.0. My next goal to figure out the best way to separate dependencies on different flows.
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Anna Geller
05/09/2022, 3:18 PM
Nice work! Keep us posted on your progress! And I agree, Laura's livestreams are excellent
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