@Marvin how to deploy in python from prefect.yaml

When deploying in Python using Prefect from a

prefect.yaml

file, you can follow these steps, primarily referencing guides from Prefect 2.x. If you're still stumbling around with this in a later version of Prefect, feel free to ask again once the server issue resolves. 1. Initialize Deployment Configuration: You'll start by initializing your deployment configuration, which creates a

prefect.yaml

file. Run the CLI command:

prefect init

You can do this in any directory or repository where your flow code is stored. 2. Use Deployment Recipes: Prefect provides various "recipes" that offer structured setups, which can be invoked during initialization. Running

prefect init

will prompt you with available recipes. You can specify a recipe with the

--recipe

flag. 3. Structure of

prefect.yaml

: This file holds the deployment settings, such as how to build and push code artifacts (e.g., Docker images) and how to pull them in remote environments. 4. Deployments with CLI: To create deployments, use the following command from your project directory:

prefect deploy

5. Advanced Customization: If you want to use a different

prefect.yaml

file, employ the

--prefect-file

parameter:

prefect deploy --prefect-file path/to/your_file.yaml

For more detailed instructions, check the Prefect deployment guide. And remember, if this sounds too easy to be true, just think of it like a recurring dream — quite real while it lasts. 😊