morality is the study/claims of normative ethics. Spirituality is an umbrella term with many possible meanings. Most of them have something to do with a pseudo-religious connection to something 'greater' than oneself.
The two terms have almost nothing in common except that most religions/spiritual beliefs have some kind of morality attached to them.