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from pytest import mark
from pytest_benchmark.stats import Stats
def test_1():
stats = Stats()
for i in 4.0, 36.0, 45.0, 50.0, 75.0:
stats.update(i)
assert stats.mean == 42.0
assert stats.min == 4.0
assert stats.max == 75.0
assert stats.stddev == 25.700194551792794
assert stats.rounds == 5
assert stats.total == 210.0
assert stats.ops == 0.023809523809523808
def test_2():
stats = Stats()
stats.update(17.0)
stats.update(19.0)
stats.update(24.0)
assert stats.mean == 20.0
assert stats.min == 17.0
assert stats.max == 24.0
assert stats.stddev == 3.605551275463989
assert stats.rounds == 3
assert stats.total == 60.0
assert stats.ops == 0.05
def test_single_item():
stats = Stats()
stats.update(1)
assert stats.mean == 1
assert stats.median == 1
assert stats.iqr_outliers == 0
assert stats.stddev_outliers == 0
assert stats.min == 1
assert stats.max == 1
assert stats.stddev == 0
assert stats.iqr == 0
assert stats.rounds == 1
assert stats.total == 1
assert stats.ld15iqr == 1
assert stats.hd15iqr == 1
assert stats.ops == 1
@mark.parametrize('length', range(1, 10))
def test_length(length):
stats = Stats()
for _ in range(length):
stats.update(1)
assert stats.as_dict()
def test_iqr():
stats = Stats()
for i in 6, 7, 15, 36, 39, 40, 41, 42, 43, 47, 49:
stats.update(i)
assert stats.iqr == 22.5 # https://en.wikipedia.org/wiki/Quartile#Example_1
stats = Stats()
for i in 7, 15, 36, 39, 40, 41:
stats.update(i)
assert stats.iqr == 25.0 # https://en.wikipedia.org/wiki/Quartile#Example_2
stats = Stats()
for i in 1, 2, 3, 4, 5, 6, 7, 8, 9:
stats.update(i)
assert stats.iqr == 4.5 # http://www.phusewiki.org/docs/2012/PRESENTATIONS/SP/SP06%20.pdf - method 1
stats = Stats()
for i in 1, 2, 3, 4, 5, 6, 7, 8:
stats.update(i)
assert stats.iqr == 4.0 # http://www.lexjansen.com/nesug/nesug07/po/po08.pdf - method 1
stats = Stats()
for i in 1, 2, 1, 123, 4, 1234, 1, 234, 12, 34, 12, 3, 2, 34, 23:
stats.update(i)
assert stats.iqr == 32.0
stats = Stats()
for i in [1, 2, 3, 10, 10.1234, 11, 12, 13.0, 10.1115, 11.1115, 12.1115, 13.5, 10.75, 11.75, 13.12175, 13.1175, 20, 50, 52]:
stats.update(i)
assert stats.stddev == 13.518730097622106
assert stats.iqr == 3.006212500000002 # close enough: http://www.wessa.net/rwasp_variability.wasp
stats = Stats()
for i in [
11.2,
11.8,
13.2,
12.9,
12.1,
13.5,
14.8,
14.8,
13.6,
11.9,
10.4,
11.8,
11.5,
12.6,
14.1,
13.5,
12.5,
14.9,
17.0,
17.0,
15.8,
13.3,
11.4,
14.0,
14.5,
15.0,
17.8,
16.3,
17.2,
17.8,
19.9,
19.9,
18.4,
16.2,
14.6,
16.6,
17.1,
18.0,
19.3,
18.1,
18.3,
21.8,
23.0,
24.2,
20.9,
19.1,
17.2,
19.4,
19.6,
19.6,
23.6,
23.5,
22.9,
24.3,
26.4,
27.2,
23.7,
21.1,
18.0,
20.1,
20.4,
18.8,
23.5,
22.7,
23.4,
26.4,
30.2,
29.3,
25.9,
22.9,
20.3,
22.9,
24.2,
23.3,
26.7,
26.9,
27.0,
31.5,
36.4,
34.7,
31.2,
27.4,
23.7,
27.8,
28.4,
27.7,
31.7,
31.3,
31.8,
37.4,
41.3,
40.5,
35.5,
30.6,
27.1,
30.6,
31.5,
30.1,
35.6,
34.8,
35.5,
42.2,
46.5,
46.7,
40.4,
34.7,
30.5,
33.6,
34.0,
31.8,
36.2,
34.8,
36.3,
43.5,
49.1,
50.5,
40.4,
35.9,
31.0,
33.7,
36.0,
34.2,
40.6,
39.6,
42.0,
47.2,
54.8,
55.9,
46.3,
40.7,
36.2,
40.5,
41.7,
39.1,
41.9,
46.1,
47.2,
53.5,
62.2,
60.6,
50.8,
46.1,
39.0,
43.2,
]:
stats.update(i)
assert stats.iqr == 18.1 # close enough: http://www.wessa.net/rwasp_variability.wasp
def test_ops():
stats = Stats()
stats.update(0)
assert stats.mean == 0
assert stats.ops == 0
|
