No data migration. Ploomber Cloud runs on AWS, and can integrate with your existing infrastructure such as S3, GCS, RedShift and Athena.

Ploomber

I could raise an exception, but I'd rather do something like `sys.exit()`

yeah, this is an undocumented feature. you can raise `DAGEarlyStop` and to signal that you wanna stop execution, then ploomber will exit with status 0

<https://github.com/ploomber/ploomber/blob/2fe474987ae6fca088e02399dbff99672a17fc95/src/ploomber/exceptions.py#L83>

but it wont work on papermill, since it masks the exception and throws its own, it has to be a Python function task

<@U0164GZJ5EK>, it definitely worked. I tested in a job running in production today. You are correct, it needs to be in a function. I added an `on_finish` step and it worked perfectly! No more failed job notifications. Super cool trick. Thanks!

you're the second user to implement this (first one was me lol) :tada: