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(people - people_on_vacation - [last_person_choosen]).sample. How is this "non trivial"? Everything else (actually generating the lists of people and people on vacation and storing them, and storing the person chosen last week) is external to the algorithm, and all impossible to comment on because he hasn't told us anything useful about how that data is made available.