Test your AI Agents with the all-new Agent to Agent Testing Platform.Learn More

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...

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.