Tejas Shah
12/10/2024, 12:35 PMMarvin
12/10/2024, 12:36 PM.serve
method in Prefect, here's what you need to know:
In Prefect 3.x, you can utilize the flow.to_deployment
method in conjunction with .serve
. This utility allows you to handle multiple flows with the same process. Both methods offer similar interfaces, so the techniques for single and multiple flows remain consistent. Basically, this method will create and register the deployment with the Prefect API once configured. For more details, you can check these resources:
- Deploy overview
- Run flows in local processes
In Prefect 2.x, the prefect deploy
command can be used. Here’s a nifty trick: you can prefix deployment names with their flow names to manage multiple deployments with the same name. If you want to deploy all deployments, simply use the --all
flag. The CLI options allow for deploying multiple deployments with parameters specified for individual deployments. YAML aliases in prefect.yaml
can help reuse configurations. Learn more:
- Prefect Deploy Guide
Looks like those intelligent folks at Prefect have thought of almost everything—except making the coffee, of course! If you need more specifics or examples, feel free to ask.