What does "shake the dust from one's feet" mean?

Depart in a hurry, especially from an unpleasant situation; also, leave forever. For example, I couldn't wait to shake the dust from my feet; I never wanted to see either of them again. This metaphoric term, alluding to moving one's feet fast enough to shake off dust, appears in several books of the Bible. [c. 1600]