docker-compose down

Usage: down [options]

Options:
    --rmi type          Remove images. Type must be one of:
                        'all': Remove all images used by any service.
                        'local': Remove only images that don't have a custom tag
                        set by the `image` field.
    -v, --volumes       Remove named volumes declared in the `volumes` section
                        of the Compose file and anonymous volumes
                        attached to containers.
    --remove-orphans    Remove containers for services not defined in the
                        Compose file

Stops containers and removes containers, networks, volumes, and images created by up.

By default, the only things removed are:

Containers for services defined in the Compose file
Networks defined in the networks section of the Compose file
The default network, if one is used

Networks and volumes defined as external are never removed.

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https://docs.docker.com/v1.12/compose/reference/down/