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January 29, 2018 08:31
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Python version of Satoshi Nakamoto's blockchain formula originally written in C. Original function: https://bitcoin.org/bitcoin.pdf.
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import math | |
import ast | |
def attacker_success_probability(q, z): | |
p = (1 - q) | |
lamb = (z * (q / p)) | |
some = 1 | |
k = 0 | |
while (k <= z): | |
poisson = math.exp(-lamb) | |
i = 1 | |
while (i <= k): | |
poisson *= (lamb / i) | |
i += 1 | |
some -= (poisson * (1 - math.pow(q / p, z - k))) | |
k += 1 | |
attacker_success_probability.some = some | |
q = input("What is q? ") | |
q = ast.literal_eval(q) | |
z = input("What is z? ") | |
z = ast.literal_eval(z) | |
attacker_success_probability(q, z) | |
print('\nq={}\nz={}\tp={}'.format(q, z, attacker_success_probability.some)) |
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