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17 changes: 17 additions & 0 deletions hands_on/numerical_fuzzing/test_something.py
Original file line number Diff line number Diff line change
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import numpy as np
from math import isclose

def test_var_determistic():
arr = np.array([1,2,3,4,3,2,1])
expected = 1.0612244897959184
result = np.var(arr)
assert isclose(result, expected)

def test_var_fuzzing():

size = 100000
variance = 1.5
arr = np.random.normal(size = size, scale = np.sqrt(variance))
expected = 1.5
result = np.var(arr)
assert isclose(result, expected, abs_tol =0.1)