Dask Throws Exception Once in a While due to `gamma` import about mintpy HOT 2 CLOSED

import math
import scipy.special
from numpy import arange
import time

def gamma(x):
    try:
        return math.gamma(x)
    except ValueError:
        return float('inf')

def test_correctness():
    for i in arange(-10, 10, .01):
        if gamma(i) != scipy.special.gamma(i):
            print(i, gamma(i)- scipy.special.gamma(i))

def test_speed():
    start = time.time()
    for i in arange(-10, 10, .01):
        gamma(i)
    print("Our gamma time: ", time.time() - start)

    start = time.time()
    for i in arange(-10, 10, .01):
        scipy.special.gamma(i)
    print("scipy gamma time: ", time.time() - start)

test_correctness()
test_speed()