[0ff122b] | 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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