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How to use _box_points method in pytest-benchmark

Best Python code snippet using pytest-benchmark

test_box.py

Source:test_box.py

...20from pygal.graph.box import Box21def test_quartiles():22    """Test box points for the 1.5IQR computation method"""23    a = [-2.0, 3.0, 4.0, 5.0, 8.0]  # odd test data24    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(25        a, mode='1.5IQR')26    assert q1 == 7.0 / 4.027    assert q2 == 4.028    assert q3 == 23 / 4.029    assert q0 == 7.0 / 4.0 - 6.0  # q1 - 1.5 * iqr30    assert q4 == 23 / 4.0 + 6.0  # q3 + 1.5 * iqr31    b = [1.0, 4.0, 6.0, 8.0]  # even test data32    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(33        b, mode='1.5IQR')34    assert q2 == 5.035    c = [2.0, None, 4.0, 6.0, None]  # odd with None elements36    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(37        c, mode='1.5IQR')38    assert q2 == 4.039    d = [4]40    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(41        d, mode='1.5IQR')42    assert q0 == 443    assert q1 == 444    assert q2 == 445    assert q3 == 446    assert q4 == 447def test_quartiles_min_extremes():48    """Test box points for the extremes computation method"""49    a = [-2.0, 3.0, 4.0, 5.0, 8.0]  # odd test data50    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(51        a, mode='extremes')52    assert q1 == 7.0 / 4.053    assert q2 == 4.054    assert q3 == 23 / 4.055    assert q0 == -2.0  # min56    assert q4 == 8.0  # max57    b = [1.0, 4.0, 6.0, 8.0]  # even test data58    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(59        b, mode='extremes')60    assert q2 == 5.061    c = [2.0, None, 4.0, 6.0, None]  # odd with None elements62    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(63        c, mode='extremes')64    assert q2 == 4.065    d = [4]66    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(67        d, mode='extremes')68    assert q0 == 469    assert q1 == 470    assert q2 == 471    assert q3 == 472    assert q4 == 473def test_quartiles_tukey():74    """Test box points for the tukey computation method"""75    a = []  # empty data76    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(77        a, mode='tukey')78    assert min_s == q0 == q1 == q2 == q3 == q4 == 079    assert outliers == []80    # https://en.wikipedia.org/wiki/Quartile example 181    b = [6, 7, 15, 36, 39, 40, 41, 42, 43, 47, 49]82    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(83        b, mode='tukey')84    assert min_s == q0 == 685    assert q1 == 20.2586    assert q2 == 4087    assert q3 == 42.7588    assert max_s == q4 == 4989    assert outliers == []90    # previous test with added outlier 7591    c = [6, 7, 15, 36, 39, 40, 41, 42, 43, 47, 49, 75]92    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(93        c, mode='tukey')94    assert min_s == q0 == 695    assert q1 == 25.596    assert q2 == (40 + 41) / 2.097    assert q3 == 4598    assert max_s == 7599    assert outliers == [75]100    # one more outlier, 77101    c = [6, 7, 15, 36, 39, 40, 41, 42, 43, 47, 49, 75, 77]102    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(103        c, mode='tukey')104    assert min_s == q0 == 6105    assert q1 == 30.75106    assert q2 == 41107    assert q3 == 47.5108    assert max_s == 77109    assert 75 in outliers110    assert 77 in outliers111def test_quartiles_stdev():112    """Test box points for the stdev computation method"""113    a = [35, 42, 35, 41, 36, 6, 12, 51, 33, 27, 46, 36, 44, 53, 75, 46, 16,114         51, 45, 29, 25, 26, 54, 61, 27, 40, 23, 34, 51, 37]115    SD = 14.67116    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(117        a, mode='stdev')118    assert min_s == min(a)119    assert max_s == max(a)120    assert q2 == 36.5121    assert q4 <= q2 + SD122    assert q0 >= q2 - SD123    assert all(n in outliers for n in [6, 12, 16, 53, 54, 61, 75])124    b = [5]  # test for posible zero division125    (min_s, q0, q1, q2, q3, q4, max_s), outliers = Box._box_points(126        b, mode='stdev')127    assert min_s == q0 == q1 == q2 == q3 == q4 == max_s == b[0]128    assert outliers == []129def test_simple_box():130    """Simple box test"""131    box = Box()132    box.add('test1', [-1, 2, 3, 3.1, 3.2, 4, 5])133    box.add('test2', [2, 3, 5, 6, 6, 4])134    box.title = 'Box test'135    q = box.render_pyquery()136    assert len(q(".axis.y")) == 1137    assert len(q(".legend")) == 2...

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