How to use loadTargets method in green

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test_djangorunner.py

Source:test_djangorunner.py

1from __future__ import unicode_literals2from argparse import Namespace3try:4    from io import StringIO5except:6    from StringIO import StringIO7import sys8import unittest9try:10    from unittest.mock import MagicMock, patch11except:12    from mock import MagicMock, patch13from fetchdata import djangorunner14from fetchdata.config import mergeConfig15class TestDjangoMissing(unittest.TestCase):16    def test_importError(self):17        self.assertRaises(ImportError, djangorunner.django_missing)18class TestDjangoRunner(unittest.TestCase):19    def setUp(self):20        try:21            djangorunner.DjangoRunner()22        except ImportError:23            raise unittest.SkipTest("Django is not installed")24        saved_stdout = sys.stdout25        self.stream = StringIO()26        sys.stdout = self.stream27        self.addCleanup(setattr, sys, 'stdout', saved_stdout)28    def test_run_testsWithLabel(self):29        dr = djangorunner.DjangoRunner()30        dr.setup_test_environment    = MagicMock()31        dr.setup_databases           = MagicMock()32        dr.teardown_databases        = MagicMock()33        dr.teardown_test_environment = MagicMock()34        dr.run_tests(('fetchdata.test.test_version',), testing=True)35        self.assertIn('OK', self.stream.getvalue())36    def test_run_testsWithoutLabel(self):37        """38        Not passing in a label causes the targets to be ['.']39        """40        dr = djangorunner.DjangoRunner()41        dr.setup_test_environment    = MagicMock()42        dr.setup_databases           = MagicMock()43        dr.teardown_databases        = MagicMock()44        dr.teardown_test_environment = MagicMock()45        saved_loadTargets = djangorunner.loadTargets46        djangorunner.loadTargets = MagicMock()47        self.addCleanup(setattr, djangorunner, 'loadTargets', saved_loadTargets)48        dr.run_tests((), testing=True)49        djangorunner.loadTargets.assert_called_with(['.'])50        self.assertIn('No Tests Found', self.stream.getvalue())51    def test_run_testsWithBadInput(self):52        """53        Bad input causes a ValueError to be raised54        """55        dr = djangorunner.DjangoRunner()56        dr.setup_test_environment    = MagicMock()57        dr.setup_databases           = MagicMock()58        self.assertRaises(ValueError, dr.run_tests, None, True)59    @patch('fetchdata.djangorunner.fetchdataTestSuite')60    @patch('fetchdata.djangorunner.run')61    @patch('fetchdata.djangorunner.loadTargets')62    def test_run_noTests(self, mock_loadTargets, mock_run, mock_fetchdataTestSuite):63        """64        If no tests are found, we create an empty test suite and run it.65        """66        dr = djangorunner.DjangoRunner()67        dr.setup_test_environment        = MagicMock()68        dr.setup_databases               = MagicMock()69        dr.teardown_databases            = MagicMock()70        dr.teardown_test_environment     = MagicMock()71        mock_loadTargets.return_value    = None72        mock_fetchdataTestSuite.return_value = 12373        dr.run_tests((), testing=True)74        self.assertEqual(mock_run.call_args[0][0], 123)75    @patch('fetchdata.djangorunner.mergeConfig')76    @patch('fetchdata.djangorunner.fetchdataTestSuite')77    @patch('fetchdata.djangorunner.run')78    @patch('fetchdata.djangorunner.loadTargets')79    def test_run_coverage(self, mock_loadTargets, mock_run, mock_fetchdataTestSuite, mock_mergeConfig):80        """81        If no tests are found, we create an empty test suite and run it.82        """83        args = mergeConfig(Namespace())84        args.run_coverage = True85        args.cov = MagicMock()86        mock_mergeConfig.return_value = args87        dr = djangorunner.DjangoRunner()88        dr.setup_test_environment        = MagicMock()89        dr.setup_databases               = MagicMock()90        dr.teardown_databases            = MagicMock()91        dr.teardown_test_environment     = MagicMock()92        mock_loadTargets.return_value    = None93        mock_fetchdataTestSuite.return_value = 12394        dr.run_tests((), testing=True)...

evaluateNyström.py

Source:evaluateNyström.py

...12    model = loadNormalizedModel()13    dataset = loadDataset()14    test = loadDataset(mode='test')15    val = loadDataset(mode='val')16    Y = loadTargets(dataset)17    os.system(f"python -m plotting.computeKernel computeValidationAndTestKernel {NYSTROM_PATH_EVAL}")18    components = int(fraction * len(dataset))19    nystroem = Nystroem(components, k=None, dataset=dataset, model=model, path=NYSTROM_PATH)20    approximation = nystroem.fit_transform()21    A = solve_system_fast(Kxx=approximation, Y=oneHotEncoding(Y))22    with h5py.File(NYSTROM_PATH_EVAL, 'r') as f:23        Kxvx = load_kern(f['Kxvx'], 0)24        Kxtx = load_kern(f['Kxtx'], 0)25    Yt = loadTargets(test)26    Yv = loadTargets(val)27    print_accuracy(A, Kxvx, Yv, 'validation')28    print_accuracy(A, Kxtx, Yt, 'test')29    end = timer()30    diff = (end - start) / 6031    print(diff)32if __name__ == "__main__":...

evaluateIterativeSVD.py

Source:evaluateIterativeSVD.py

...20        Kxtx = load_kern(f['Kxtx'], 0)21    dataset = loadDataset()22    val = loadDataset(mode='val')23    test = loadDataset(mode='test')24    Y = loadTargets(dataset)25    Yv = loadTargets(val)26    Yt = loadTargets(test)27    A = solve_system_fast(approx, oneHotEncoding(Y))28    print_accuracy(A, Kxvx, Yv, 'validation')29    print_accuracy(A, Kxtx, Yt, 'test')30    end = timer()31    diff = (end - start) / 6032    print(diff)33if __name__ == "__main__":...

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