"Stop Deploy" button for docker-compose deletes all containers & images?

Yesterday I hit the "Stop Deploy" button on my docker-compose configuration while it was running before shutting down. This morning when I came back, when I went to launch it again, it had to build every image and container associated it from scratch before re-launching.

Is this normal behaviour for the "stop deploy" button? I also did a system update which maybe have some weird effect but I wanted to see if it was just because that's indeed what that button is supposed to do.