Pre-commit can't execute `black` hook when running as a user

When using pre-commit as a non root user, we have the following error:

Check python code with black formatter...................................Failed
- hook id: black
- exit code: 127

docker: Error response from daemon: OCI runtime create failed: container_linux.go:367: starting container process caused: exec: "black": executable file not found in $PATH: unknown.