docker-compose gives ERROR: Cannot locate specified Dockerfile: Dockerfile
Here is how to specify dockerfile. Sorry I cannot do it in comments as formatting is not supported over there.
https://docs.docker.com/compose/compose-file/#context
app:
build:
context: app
dockerfile: Dockerfile