Comment # 1 on bug 1176030 from Fabian Vogt

The ghostscript functionality is not installed by default to avoid security
issues, see bug 1122797

You can install "okular-spectre" manually to get the preview to work.

I wonder whether we can (or even should?) show a dialog if this case is
detected.