human
Solve in Python:
Count the number of prime numbers less than a non-negative number, n.

Example:

Input: 10
Output: 4
Explanation: There are 4 prime numbers less than 10, they are 2, 3, 5, 7.
 ... Write me a the Python program you requested?
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#Here is the Python program you requested.

class Solution:
     def countPrimes(self, x):
         x = max(0, x - 1)
         if type(x) is not int: x = int(x)
         if x < 6: return [0, 0, 1, 2, 2, 3][x]
     
         def Phi(m, b):
             if not b:
                 return m
             if not m:
                 return 0
             if m >= 800:
                 return Phi(m, b - 1) - Phi(m // primes[b - 1], b - 1)
             t = b * 800 + m
             if not Phi_memo[t]:
                 Phi_memo[t] = Phi(m, b - 1) - Phi(m // primes[b - 1], b - 1)
             return Phi_memo[t]
         
         
         root2 = int(x**(1. / 2))
         root3 = int(x**(1. / 3))
         top = x // root3 + 1
         sieve = [0, 0] + [1] * (top - 2)
         pi = [0, 0]
         primes = []
         t = 0
         for i in range(2, top):
             if sieve[i] == 1:
                 t += 1
                 primes.append(i)
                 sieve[i::i] = [0] * len(sieve[i::i])
             pi.append(t)
         a, b = pi[root3 + 1], pi[root2 + 1]
         Phi_memo = [0] * ((a + 1) * 800)
         return Phi(x, a) + a - 1 - sum(pi[x // p] - pi[p] + 1 for p in primes[a:b])