Ansible fails to reach hosts when using dynamic inventory with ec2.py. The message for each and every host is:

fatal: [HOST_NAME]: UNREACHABLE! => {"changed": false, "msg": "Failed to connect to the host via ssh.", "unreachable": true}

The same scripts works just fine outside of ansible.