The document does not indicate it. I thought that we do not need to delete it, because this is our unique device identifier, other devices with different identifiers do not affect it. But this is just my guess.
It is right. When your application runs on a device with this device, it will receive test ads. All other devices will receive real ads. Therefore, you can leave the configuration for production.