| 1 | import unittest2 as unittest |
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| 2 | import numpy as np |
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| 3 | |
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| 4 | from vsm.viewer.beagleviewer import BeagleViewer |
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| 5 | from vsm.viewer.labeleddata import * |
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| 6 | |
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| 7 | |
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| 8 | class TestBeagleViewer(unittest.TestCase): |
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| 9 | |
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| 10 | def setUp(self): |
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| 11 | |
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| 12 | from vsm.corpus.util.corpusbuilders import random_corpus |
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| 13 | from vsm.model.beagleenvironment import BeagleEnvironment |
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| 14 | from vsm.model.beaglecontext import BeagleContextSeq |
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| 15 | from vsm.model.beagleorder import BeagleOrderSeq |
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| 16 | from vsm.model.beaglecomposite import BeagleComposite |
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| 17 | |
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| 18 | ec = random_corpus(1000, 50, 0, 20, context_type='sentence') |
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| 19 | cc = ec.apply_stoplist(stoplist=[str(i) for i in xrange(0,50,7)]) |
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| 20 | e = BeagleEnvironment(ec, n_cols=5) |
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| 21 | e.train() |
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| 22 | |
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| 23 | cm = BeagleContextSeq(cc, ec, e.matrix) |
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| 24 | cm.train() |
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| 25 | |
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| 26 | om = BeagleOrderSeq(ec, e.matrix) |
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| 27 | om.train() |
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| 28 | |
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| 29 | m = BeagleComposite(cc, cm.matrix, ec, om.matrix) |
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| 30 | m.train() |
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| 31 | |
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| 32 | self.venv = BeagleViewer(ec, e) |
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| 33 | self.vctx = BeagleViewer(cc, cm) |
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| 34 | self.vord = BeagleViewer(ec, om) |
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| 35 | self.vcom = BeagleViewer(cc, m) |
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| 36 | |
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| 37 | |
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| 38 | def test_BeagleViewer(self): |
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| 39 | |
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| 40 | sww = self.venv.dist_word_word('1') |
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| 41 | sww1 = self.vord.dist_word_word('0') |
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| 42 | self.assertTrue(type(sww) == LabeledColumn) |
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| 43 | self.assertTrue(type(sww1) == LabeledColumn) |
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| 44 | |
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| 45 | smw = self.vcom.dismat_word(['1']) |
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| 46 | smw1 = self.vctx.dismat_word(['1']) |
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| 47 | self.assertTrue(type(smw) == IndexedSymmArray) |
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| 48 | self.assertTrue(type(smw1) == IndexedSymmArray) |
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| 49 | |
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| 50 | |
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| 51 | |
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| 52 | #Define and run test suite |
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| 53 | suite = unittest.TestLoader().loadTestsFromTestCase(TestBeagleViewer) |
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| 54 | unittest.TextTestRunner(verbosity=2).run(suite) |
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