1 | import unittest2 as unittest |
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2 | import numpy as np |
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3 | |
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4 | |
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5 | class TestBeagleComposite(unittest.TestCase): |
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6 | |
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7 | def setUp(self): |
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8 | from vsm.corpus.util.corpusbuilders import random_corpus |
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9 | from vsm.model.beaglecomposite import BeagleComposite |
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10 | from vsm.model.beagleenvironment import BeagleEnvironment |
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11 | from vsm.model.beaglecontext import BeagleContextSeq |
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12 | from vsm.model.beagleorder import BeagleOrderSeq |
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13 | |
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14 | self.ec = random_corpus(1000, 50, 0, 20, context_type='sentence') |
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15 | self.cc = self.ec.apply_stoplist(stoplist=[str(i) for i in xrange(0,50,7)]) |
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16 | |
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17 | self.e = BeagleEnvironment(self.ec, n_cols=5) |
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18 | self.e.train() |
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19 | |
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20 | self.cm = BeagleContextSeq(self.cc, self.ec, self.e.matrix) |
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21 | self.cm.train() |
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22 | |
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23 | self.om = BeagleOrderSeq(self.ec, self.e.matrix) |
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24 | self.om.train() |
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25 | |
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26 | self.m = BeagleComposite(self.cc, self.cm.matrix, self.ec, self.om.matrix) |
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27 | self.m.train() |
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28 | |
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29 | |
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30 | def test_BeagleCompositeIO(self): |
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31 | from tempfile import NamedTemporaryFile |
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32 | from vsm.model.beaglecomposite import BeagleComposite |
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33 | import os |
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34 | |
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35 | try: |
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36 | tmp = NamedTemporaryFile(delete=False, suffix='.npz') |
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37 | self.m.save(tmp.name) |
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38 | tmp.close() |
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39 | m1 = BeagleComposite.load(tmp.name) |
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40 | self.assertTrue((self.m.matrix == m1.matrix).all()) |
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41 | |
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42 | finally: |
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43 | os.remove(tmp.name) |
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44 | |
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45 | |
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46 | |
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47 | |
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48 | #Define and run test suite |
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49 | suite = unittest.TestLoader().loadTestsFromTestCase(TestBeagleComposite) |
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50 | unittest.TextTestRunner(verbosity=2).run(suite) |
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