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How to use _contains method in pandera

Best Python code snippet using pandera_python

test_distributions.py

Source:test_distributions.py

...80    )81    distributions.check_distribution_compatibility(82        EXAMPLE_DISTRIBUTIONS["ilu"], distributions.IntLogUniformDistribution(low=1, high=13)83    )84def test_contains() -> None:85    u = distributions.UniformDistribution(low=1.0, high=2.0)86    assert not u._contains(0.9)87    assert u._contains(1)88    assert u._contains(1.5)89    assert u._contains(2)90    assert not u._contains(2.1)91    lu = distributions.LogUniformDistribution(low=0.001, high=100)92    assert not lu._contains(0.0)93    assert lu._contains(0.001)94    assert lu._contains(12.3)95    assert lu._contains(100)96    assert not lu._contains(1000)97    with warnings.catch_warnings():98        # UserWarning will be raised since the range is not divisible by 2.99        # The range will be replaced with [1.0, 9.0].100        warnings.simplefilter("ignore", category=UserWarning)101        du = distributions.DiscreteUniformDistribution(low=1.0, high=10.0, q=2.0)102    assert not du._contains(0.9)103    assert du._contains(1.0)104    assert du._contains(3.5)105    assert du._contains(6)106    assert du._contains(9)107    assert not du._contains(9.1)108    assert not du._contains(10)109    iu = distributions.IntUniformDistribution(low=1, high=10)110    assert not iu._contains(0.9)111    assert iu._contains(1)112    assert iu._contains(4)113    assert iu._contains(6)114    assert iu._contains(10)115    assert not iu._contains(10.1)116    assert not iu._contains(11)117    # IntUniformDistribution with a 'step' parameter.118    with warnings.catch_warnings():119        # UserWarning will be raised since the range is not divisible by 2.120        # The range will be replaced with [1, 9].121        warnings.simplefilter("ignore", category=UserWarning)122        iuq = distributions.IntUniformDistribution(low=1, high=10, step=2)123    assert not iuq._contains(0.9)124    assert iuq._contains(1)125    assert iuq._contains(4)126    assert iuq._contains(6)127    assert iuq._contains(9)128    assert not iuq._contains(9.1)129    assert not iuq._contains(10)130    c = distributions.CategoricalDistribution(choices=("Roppongi", "Azabu"))131    assert not c._contains(-1)132    assert c._contains(0)133    assert c._contains(1)134    assert c._contains(1.5)135    assert not c._contains(3)136    ilu = distributions.IntUniformDistribution(low=2, high=12)137    assert not ilu._contains(0.9)138    assert ilu._contains(2)139    assert ilu._contains(4)140    assert ilu._contains(6)141    assert ilu._contains(12)142    assert not ilu._contains(12.1)143    assert not ilu._contains(13)144    iluq = distributions.IntLogUniformDistribution(low=2, high=7)145    assert not iluq._contains(0.9)146    assert iluq._contains(2)147    assert iluq._contains(4)148    assert iluq._contains(5)149    assert iluq._contains(6)150    assert not iluq._contains(7.1)151    assert not iluq._contains(8)152def test_empty_range_contains() -> None:153    u = distributions.UniformDistribution(low=1.0, high=1.0)154    assert not u._contains(0.9)155    assert u._contains(1.0)156    assert not u._contains(1.1)157    lu = distributions.LogUniformDistribution(low=1.0, high=1.0)158    assert not lu._contains(0.9)159    assert lu._contains(1.0)160    assert not lu._contains(1.1)161    du = distributions.DiscreteUniformDistribution(low=1.0, high=1.0, q=2.0)162    assert not du._contains(0.9)163    assert du._contains(1.0)164    assert not du._contains(1.1)165    iu = distributions.IntUniformDistribution(low=1, high=1)166    assert not iu._contains(0)167    assert iu._contains(1)168    assert not iu._contains(2)169    iuq = distributions.IntUniformDistribution(low=1, high=1, step=2)170    assert not iuq._contains(0)171    assert iuq._contains(1)172    assert not iuq._contains(2)173    ilu = distributions.IntUniformDistribution(low=1, high=1)174    assert not ilu._contains(0)175    assert ilu._contains(1)176    assert not ilu._contains(2)177    iluq = distributions.IntUniformDistribution(low=1, high=1, step=2)178    assert not iluq._contains(0)179    assert iluq._contains(1)180    assert not iluq._contains(2)181def test_single() -> None:182    with warnings.catch_warnings():183        # UserWarning will be raised since the range is not divisible by step.184        warnings.simplefilter("ignore", category=UserWarning)185        single_distributions: List[distributions.BaseDistribution] = [186            distributions.UniformDistribution(low=1.0, high=1.0),187            distributions.LogUniformDistribution(low=7.3, high=7.3),188            distributions.DiscreteUniformDistribution(low=2.22, high=2.22, q=0.1),189            distributions.DiscreteUniformDistribution(low=2.22, high=2.24, q=0.3),190            distributions.IntUniformDistribution(low=-123, high=-123),191            distributions.IntUniformDistribution(low=-123, high=-120, step=4),192            distributions.CategoricalDistribution(choices=("foo",)),193            distributions.IntLogUniformDistribution(low=2, high=2),194        ]...

test_exec.py

Source:test_exec.py

...15from iptest.assert_util import *16##17## to test how exec related to globals/locals18##19def _contains(large, small):20    for (key, value) in list(small.items()):21        Assert(large[key] == value)22def _not_contains(dict, *keylist):23    for key in keylist:24        Assert(key not in dict)25## exec without in something26x = 127y = "hello"28_contains(globals(), {"x":1, "y":"hello"})29_contains(locals(),  {"x":1, "y":"hello"})30exec("x, y")31_contains(globals(), {"x":1, "y":"hello"})32_contains(locals(),  {"x":1, "y":"hello"})33## exec with custom globals34# -- use global x, y; assign35g1 = {'x':2, 'y':'world'}36exec("global x; x, y; x = 4", g1)37_contains(globals(), {"x":1, "y":"hello"})38_contains(locals(),  {"x":1, "y":"hello"})39_contains(g1, {"x":4, "y":"world"})40exec("global x; x, y; x = x + 4", g1)41_contains(g1, {"x":8})42# -- declare global43exec("global z", g1)44_not_contains(globals(), 'z')45_not_contains(locals(), 'z')46_not_contains(g1, 'z')47# -- new global48exec("global z; z = -1", g1)49_not_contains(globals(), 'z')50_not_contains(locals(), 'z')51_contains(g1, {'z':-1})52# y is missing in g253g2 = {'x':3}54try:55    exec("x, y", g2)56except NameError: pass57else:  Assert(False, "should throw NameError exception")58exec("y = 'ironpython'", g2)59_contains(g2, {"x":3, "y":"ironpython"})60_contains(globals(), {"y":"hello"})61_contains(locals(),  {"y":"hello"})62## exec with custom globals, locals63g = {'x': -1, 'y': 'python' }64l = {}65# use global66exec("if x != -1: throw", g, l)67exec("if y != 'python': throw", g, l)68_not_contains(l, 'x', 'y')69# new local70exec("x = 20; z = 2", g, l)71_contains(g, {"x":-1, "y":"python"})72_contains(l, {"x":20, "z":2})73# changes74exec("global y; y = y.upper(); z = -2", g, l)75_contains(g, {'x': -1, 'y': 'PYTHON'})76_contains(l, {'x': 20, 'z': -2})77# new global78exec("global w; w = -2", g, l)79_contains(g, {'x': -1, 'y': 'PYTHON', 'w': -2})80_contains(l, {'x': 20, 'z': -2})81# x in both g and l; use it82exec("global x; x = x - 1", g, l)83_contains(g, {'x': -2, 'y': 'PYTHON', 'w': -2})84_contains(l, {'x': 20, 'z': -2})85exec("x = x + 1", g, l)86_contains(g, {'x': -2, 'y': 'PYTHON', 'w': -2})87_contains(l, {'x': 21, 'z': -2})88## Inside Function: same as last part of previous checks89def InsideFunc():90    g = {'x': -1, 'y': 'python' }91    l = {}92    # use global93    exec("if x != -1: throw", g, l)94    exec("if y != 'python': throw", g, l)95    _not_contains(l, 'x', 'y')96    # new local97    exec("x = 20; z = 2", g, l)98    _contains(g, {"x":-1, "y":"python"})99    _contains(l, {"x":20, "z":2})100    # changes101    exec("global y; y = y.upper(); z = -2", g, l)102    _contains(g, {'x': -1, 'y': 'PYTHON'})103    _contains(l, {'x': 20, 'z': -2})104    # new global105    exec("global w; w = -2", g, l)106    _contains(g, {'x': -1, 'y': 'PYTHON', 'w': -2})107    _contains(l, {'x': 20, 'z': -2})108    # x in both g and l; use it109    exec("global x; x = x - 1", g, l)110    _contains(g, {'x': -2, 'y': 'PYTHON', 'w': -2})111    _contains(l, {'x': 20, 'z': -2})112    exec("x = x + 1", g, l)113    _contains(g, {'x': -2, 'y': 'PYTHON', 'w': -2})114    _contains(l, {'x': 21, 'z': -2})115InsideFunc()116unique_global_name = 987654321117class C:118    exec('a = unique_global_name')119    exec("if unique_global_name != 987654321: raise AssertionError('cannott see unique_global_name')")120AreEqual(C.a, 987654321)121def f():122    exec("if unique_global_name != 987654321: raise AssertionError('cannot see unique_global_name')")123    def g(): exec("if unique_global_name != 987654321: raise AssertionError('cannot see unique_global_name')")124    g()125f()126# exec tests127# verify passing a bad value throws...128try:...

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