It turns out Hue database hasn't been created yet. I thought it was done by during the installation, since no extra information in the installation article (path A).

Solution:

1. Set hue database password in Hue configuration with your own password. Hue service --> Configuration --> search Hue Database Password.

2. Create hue datatabase. Hue service --> Action --> Create hue database.