Doesn't that contradict the fundamental idea of random numbers? A
truly random number is one that has exactly the same chance of
appearing in a distribution as any other number. By preventing
duplicates you'd be introducing non-randomness.

Will you be applying this information in a lottery ticket exercise,
btw?