Here's a version of your code that's a bit faster, and which doesn't use much RAM. We really don't need to build a list of the primes we find. We don't use the numbers in that list to find more primes, and we're really only interested in its length. So instead of building a list we merely keep count of the primes we find.
# Include 2 in the count
count = 1
i = 3
while True:
if all(i % x for x in range(3, int(i ** 0.5) + 1, 2)):
count += 1
if count == 10001:
break
i += 2
print(i)
FWIW, here's a faster solution that uses sieving. We estimate the required size of the sieve using the prime number theorem. Wikipedia gives these bounds for p(n), the n'th prime number, which is valid for n >= 6:
log(n) + log(log(n)) - 1 < p(n) / n < log(n) + log(log(n))
We use the upper bound as the highest number in the sieve. For n < 6 we use a hard-coded list.
To save space, this sieve only holds odd numbers, so we treat the case of p(1) == 2 as a special case.
#!/usr/bin/env python3
''' Use a sieve of Eratosthenes to find nth prime
Written by PM 2Ring 2017.05.01
Sieve code derived from primes1 by Robert William Hanks
See http://stackoverflow.com/a/3035188/4014959
'''
from math import log
from sys import argv
def main():
num = int(argv[1]) if len(argv) > 1 else 10001
if num == 1:
# Handle 2 as a special case
print(1, 2)
return
elif num < 6:
# Use a pre-built table for (3, 5, 7, 11)
primes = [1, 1, 1, 1, 0, 1]
else:
# Compute upper bound from Prime number theorem
x = log(num)
hi = int(num * (x + log(x)))
print('upper bound', hi)
# Create a boolean list of odd primes in range(hi)
primes = [True] * (hi//2)
for i in range(3, 1 + int(hi**0.5), 2):
if primes[i//2]:
primes[i*i//2::i] = [False] * ((hi - i*i - 1) // (2*i) + 1)
# Count the primes until we get the nth one
k = 0
for i, b in enumerate(primes):
if b:
k += 1
if k == num:
break
print(num, 2*i+1)
if __name__ == "__main__":
main()
This code finds p(10001) = 104743 in under 0.15 seconds on my old single core 32 bit 2GHz machine running Python 3.6.0. It finds p(500000) = 7368787 in about 2.2 seconds.