1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
|
import sys
import unittest
from altgraph import Graph, GraphStat
class TestDegreesDist(unittest.TestCase):
def test_simple(self):
a = Graph.Graph()
self.assertEqual(GraphStat.degree_dist(a), [])
a.add_node(1)
a.add_node(2)
a.add_node(3)
self.assertEqual(GraphStat.degree_dist(a), GraphStat._binning([0, 0, 0]))
for x in range(100):
a.add_node(x)
for x in range(1, 100):
for y in range(1, 50):
if x % y == 0:
a.add_edge(x, y)
counts_inc = []
counts_out = []
for n in a:
counts_inc.append(a.inc_degree(n))
counts_out.append(a.out_degree(n))
self.assertEqual(GraphStat.degree_dist(a), GraphStat._binning(counts_out))
self.assertEqual(
GraphStat.degree_dist(a, mode="inc"), GraphStat._binning(counts_inc)
)
class TestBinning(unittest.TestCase):
def test_simple(self):
# Binning [0, 100) into 10 bins
a = list(range(100))
out = GraphStat._binning(a, limits=(0, 100), bin_num=10)
self.assertEqual(out, [(x * 1.0, 10) for x in range(5, 100, 10)])
# Check that outliers are ignored.
a = list(range(100))
out = GraphStat._binning(a, limits=(0, 90), bin_num=9)
self.assertEqual(out, [(x * 1.0, 10) for x in range(5, 90, 10)])
out = GraphStat._binning(a, limits=(0, 100), bin_num=15)
binSize = 100 / 15.0
result = [0] * 15
for i in range(100):
bin = int(i / binSize)
try:
result[bin] += 1
except IndexError:
pass
result = [(i * binSize + binSize / 2, result[i]) for i in range(len(result))]
self.assertEqual(result, out)
# Binning (100, 0] into 10 bins
a = list(range(99, -10, -1))
out = GraphStat._binning(a, limits=(0, 100), bin_num=10)
self.assertEqual(out, [(x * 1.0, 10) for x in range(5, 100, 10)])
if __name__ == "__main__": # pragma: no cover
unittest.main()
|
