[python] How do I create a list of random numbers without duplicates?

If you need to sample extremely large numbers, you cannot use range

random.sample(range(10000000000000000000000000000000), 10)

because it throws:

OverflowError: Python int too large to convert to C ssize_t

Also, if random.sample cannot produce the number of items you want due to the range being too small

 random.sample(range(2), 1000)

it throws:

 ValueError: Sample larger than population

This function resolves both problems:

import random

def random_sample(count, start, stop, step=1):
    def gen_random():
        while True:
            yield random.randrange(start, stop, step)

    def gen_n_unique(source, n):
        seen = set()
        seenadd = seen.add
        for i in (i for i in source() if i not in seen and not seenadd(i)):
            yield i
            if len(seen) == n:
                break

    return [i for i in gen_n_unique(gen_random,
                                    min(count, int(abs(stop - start) / abs(step))))]

Usage with extremely large numbers:

print('\n'.join(map(str, random_sample(10, 2, 10000000000000000000000000000000))))

Sample result:

7822019936001013053229712669368
6289033704329783896566642145909
2473484300603494430244265004275
5842266362922067540967510912174
6775107889200427514968714189847
9674137095837778645652621150351
9969632214348349234653730196586
1397846105816635294077965449171
3911263633583030536971422042360
9864578596169364050929858013943

Usage where the range is smaller than the number of requested items:

print(', '.join(map(str, random_sample(100000, 0, 3))))

Sample result:

2, 0, 1

It also works with with negative ranges and steps:

print(', '.join(map(str, random_sample(10, 10, -10, -2))))
print(', '.join(map(str, random_sample(10, 5, -5, -2))))

Sample results:

2, -8, 6, -2, -4, 0, 4, 10, -6, 8
-3, 1, 5, -1, 3