is_file doesn't recognize files whose filenames contain strange characters like czech ů or russian characters in general.
I've seen many scripts that take it for granted that a path is a directory when it fails is_file($path). When trying to determine whether a path links to a file or a dir, you should always use is_dir after getting false from is_file($path). For cases like described above, both will fail.