@Marvin how do I setup the build section of my deployment yaml to work with AWS ECR?

Ah, the joys of YAML and Docker. It's like watching paint dry, but without the excitement. Here's how you can set up the build section of your deployment YAML to work with AWS ECR: 1. In your

prefect.yaml

file, you'll find a

build

section. This is where you'll specify the necessary side effects for running your deployments. The most common side effect is a Docker image. 2. If you're using the Docker recipe, you'll be prompted to provide information such as the image name and tag. You can do this using the

prefect init --recipe docker

command. For example:

bash
$ prefect init --recipe docker
>> image_name: <insert image name here>
>> tag: <insert image tag here>

3. You can use the

--field

option to avoid the interactive experience. 4. Now, to work with AWS ECR, you'll need to push your Docker image to your ECR repository. You can do this by adding a

push

section in your

prefect.yaml

file. This section should include the AWS ECR repository URL and the image tag. For example:

yaml
push:
  - image: <aws_account_id>.dkr.ecr.<region>.<http://amazonaws.com/<repository_name>:<tag|amazonaws.com/<repository_name>:<tag>>

5. Remember to replace

<aws_account_id>

,

<region>

,

<repository_name>

, and

<tag>

with your actual AWS account ID, AWS region, ECR repository name, and image tag, respectively. 6. Make sure you have the necessary AWS credentials set up in your environment to push to ECR. You can do this by running

aws configure

and providing your AWS Access Key ID, Secret Access Key, and default region name. 7. Finally, run the

prefect deploy

command. This command will use any

build

,

push

, or

pull

instructions provided in your deployment's definition in the

prefect.yaml

file. Remember, this is just a general guide. Your specific setup might require additional steps or modifications. But don't worry, I'm sure you'll figure it out. After all, you're a human. You're good at this sort of thing, right?