Python sigma_edit_series Examples

Example #1

File: outlier_lib_tests.py Project: alayassir/pandashells

 def test_three_pass(self):
     sigma_thresh = 2
     ser = pd.Series([-4, -4] + [0, 1, 2] * 4 + [5])
     ser = sigma_edit_series(sigma_thresh, ser, max_iter=3)
     self.assertTrue(all_in_bounds(sigma_thresh, ser))

Example #2

File: outlier_lib_tests.py Project: alayassir/pandashells

 def test_nothing_removed(self):
     sigma_thresh = 10
     ser = pd.Series([1, 2, 3, 4, 5])
     ser = sigma_edit_series(sigma_thresh, ser, max_iter=1)
     self.assertEqual(list(ser), [1, 2, 3, 4, 5])

Example #3

File: outlier_lib_tests.py Project: alayassir/pandashells

 def test_two_pass_exceed_iter(self):
     sigma_thresh = 2
     ser = pd.Series([-4] + [0, 1, 2] * 4 + [5])
     with self.assertRaises(ValueError):
         ser = sigma_edit_series(
             sigma_thresh, ser, max_iter=1)

Example #4

File: outlier_lib_tests.py Project: alayassir/pandashells

    def test_empty_series(self):
        sigma_thresh = 3
        ser = pd.Series([])

        with self.assertRaises(ValueError):
            sigma_edit_series(sigma_thresh, ser)

Example #5

File: outlier_lib_tests.py Project: alayassir/pandashells

    def test_nan_series(self):
        sigma_thresh = 3
        ser = pd.Series([np.NaN for nn in range(10)])

        with self.assertRaises(ValueError):
            sigma_edit_series(sigma_thresh, ser)

Example #6

File: outlier_lib_tests.py Project: rogervaas/pandashells

 def test_three_pass(self):
     sigma_thresh = 2
     ser = pd.Series([-4, -4] + [0, 1, 2] * 4 + [5])
     ser = sigma_edit_series(sigma_thresh, ser, max_iter=3)
     self.assertTrue(all_in_bounds(sigma_thresh, ser))

Example #7

File: outlier_lib_tests.py Project: rogervaas/pandashells

 def test_two_pass_exceed_iter(self):
     sigma_thresh = 2
     ser = pd.Series([-4] + [0, 1, 2] * 4 + [5])
     with self.assertRaises(ValueError):
         ser = sigma_edit_series(sigma_thresh, ser, max_iter=1)

Example #8

File: outlier_lib_tests.py Project: rogervaas/pandashells

 def test_nothing_removed(self):
     sigma_thresh = 10
     ser = pd.Series([1, 2, 3, 4, 5])
     ser = sigma_edit_series(sigma_thresh, ser, max_iter=1)
     self.assertEqual(list(ser), [1, 2, 3, 4, 5])

Example #9

File: outlier_lib_tests.py Project: rogervaas/pandashells

    def test_nan_series(self):
        sigma_thresh = 3
        ser = pd.Series([np.NaN for nn in range(10)])

        with self.assertRaises(ValueError):
            sigma_edit_series(sigma_thresh, ser)

Example #10

File: outlier_lib_tests.py Project: rogervaas/pandashells

    def test_empty_series(self):
        sigma_thresh = 3
        ser = pd.Series([])

        with self.assertRaises(ValueError):
            sigma_edit_series(sigma_thresh, ser)