wordfreq/tests/test_math.py
2015-05-28 14:01:56 -04:00

31 lines
967 B
Python

from nose.tools import assert_less_equal, assert_almost_equal
from wordfreq import half_harmonic_mean
from functools import reduce
import random
def check_hm_properties(inputs):
# I asserted that the half-harmonic-mean formula is associative,
# commutative, monotonic, and less than or equal to its inputs.
# (Less if its inputs are strictly positive, in fact.)
#
# So let's test that what I said is true.
hm1 = reduce(half_harmonic_mean, inputs)
random.shuffle(inputs)
hm2 = reduce(half_harmonic_mean, inputs)
assert_almost_equal(hm1, hm2)
inputs[0] *= 2
hm3 = reduce(half_harmonic_mean, inputs)
assert_less_equal(hm2, hm3)
def test_half_harmonic_mean():
for count in range(2, 6):
for rep in range(10):
# get some strictly positive arbitrary numbers
inputs = [random.expovariate(0.01)
for i in range(count)]
yield check_hm_properties, inputs