I am using Python 3.5. I have three 1D arrays from each of which I want to choose a value randomly. I first choose the random values using random.choice() and store them in a variable. But, the value stored in the variable gets replaced when random.choice() is called a second time. Here is a snippet of my code:
import numpy as np
import random
a_onc = np.array([1,2,3,4,5])
mass_onc = np.array([10,11,12,13,14,15])
age_onc = np.array([23,24,25,21,22,27])
achoice = np.zeros(2)
masschoice = achoice
agechoice = achoice
for u in range (0, 2):
achoice[u] = np.random.choice(a_onc)
print(achoice[u])
masschoice[u] = np.random.choice(mass_onc)
print(achoice[u], masschoice[u])
agechoice[u] = np.random.choice(age_onc)
print(achoice[u], masschoice[u], agechoice[u])
print("")
Here is the output:
1.0
12.0 12.0
21.0 21.0 21.0
5.0
11.0 11.0
23.0 23.0 23.0
As you notice, the random values chosen from 'a_onc' array were 1 and 5 (in the two runs of the loop). They were stored in 'achoice' array. But, when random values from mass_onc were chosen, the values in 'achoice' also get changed.
Can someone let me know how to tackle this issue?
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