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
|
#!/usr/bin/env python
""" """
__author__ = "Théo de la Hogue"
__credits__ = []
__copyright__ = "Copyright 2023, Ecole Nationale de l'Aviation Civile (ENAC)"
__license__ = "BSD"
import unittest
from argaze import GazeFeatures
from argaze.GazeAnalysis import NGram
from argaze.utils import MiscFeatures
GazeFeaturesTest = MiscFeatures.importFromTestPackage('GazeFeatures')
class TestAOIScanPathAnalyzer(unittest.TestCase):
"""Test AOIScanPathAnalyzer class."""
def test_analyze(self):
"""Test analyze method."""
aoi_scan_path = GazeFeaturesTest.build_aoi_scan_path(['Foo', 'Bar', 'Shu'], ['Bar', 'Shu', 'Foo', 'Bar', 'Shu', 'Foo'])
# Check aoi scan path
self.assertEqual(len(aoi_scan_path), 6)
ngram_analyzer = NGram.AOIScanPathAnalyzer(n_min=2, n_max=2)
ngram_analyzer.analyze(aoi_scan_path)
# Check 2-gram analysis
self.assertEqual(len(ngram_analyzer.ngrams_count), 1)
self.assertEqual(len(ngram_analyzer.ngrams_count[2]), 3)
self.assertEqual(ngram_analyzer.ngrams_count[2][('Bar', 'Shu')], 2)
self.assertEqual(ngram_analyzer.ngrams_count[2][('Shu', 'Foo')], 2)
self.assertEqual(ngram_analyzer.ngrams_count[2][('Foo', 'Bar')], 1)
ngram_analyzer = NGram.AOIScanPathAnalyzer(n_min=3, n_max=3)
ngram_analyzer.analyze(aoi_scan_path)
# Check 3-gram analysis
self.assertEqual(len(ngram_analyzer.ngrams_count), 1)
self.assertEqual(len(ngram_analyzer.ngrams_count[3]), 3)
self.assertEqual(ngram_analyzer.ngrams_count[3][('Bar', 'Shu', 'Foo')], 2)
self.assertEqual(ngram_analyzer.ngrams_count[3][('Shu', 'Foo', 'Bar')], 1)
self.assertEqual(ngram_analyzer.ngrams_count[3][('Foo', 'Bar', 'Shu')], 1)
ngram_analyzer = NGram.AOIScanPathAnalyzer(n_min=2, n_max=4)
ngram_analyzer.analyze(aoi_scan_path)
# Check 4-gram analysis
self.assertEqual(len(ngram_analyzer.ngrams_count), 3)
self.assertEqual(len(ngram_analyzer.ngrams_count[2]), 3)
self.assertEqual(len(ngram_analyzer.ngrams_count[3]), 3)
self.assertEqual(len(ngram_analyzer.ngrams_count[4]), 3)
self.assertEqual(ngram_analyzer.ngrams_count[2][('Bar', 'Shu')], 2)
self.assertEqual(ngram_analyzer.ngrams_count[2][('Shu', 'Foo')], 2)
self.assertEqual(ngram_analyzer.ngrams_count[2][('Foo', 'Bar')], 1)
self.assertEqual(ngram_analyzer.ngrams_count[3][('Bar', 'Shu', 'Foo')], 2)
self.assertEqual(ngram_analyzer.ngrams_count[3][('Shu', 'Foo', 'Bar')], 1)
self.assertEqual(ngram_analyzer.ngrams_count[3][('Foo', 'Bar', 'Shu')], 1)
self.assertEqual(ngram_analyzer.ngrams_count[4][('Bar', 'Shu', 'Foo', 'Bar')], 1)
self.assertEqual(ngram_analyzer.ngrams_count[4][('Shu', 'Foo', 'Bar', 'Shu')], 1)
self.assertEqual(ngram_analyzer.ngrams_count[4][('Foo', 'Bar', 'Shu', 'Foo')], 1)
if __name__ == '__main__':
unittest.main()
|
