How to use the pymannkendall.partial_test function in pymannkendall

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github mmhs013 / pyMannKendall / tests / test_pymannkendall.py View on Github external
def test_partial_test(NoTrend2dData,arbitrary_2d_data):
    # check with no trend data
    NoTrendRes = mk.partial_test(NoTrend2dData)
    assert NoTrendRes.trend == 'no trend'
    assert NoTrendRes.h == False
    assert NoTrendRes.p == 1.0
    assert NoTrendRes.z == 0
    assert NoTrendRes.Tau == 0.0
    assert NoTrendRes.s == 0.0
    assert NoTrendRes.var_s == 5205500.0
    
    # check with arbitrary data
    result = mk.partial_test(arbitrary_2d_data)
    assert result.trend == 'no trend'
    assert result.h == False
    assert result.p == 0.06670496348739152
    assert result.z == -1.8336567432191642
    assert result.Tau == -0.07552758237689744
    assert result.s == -282.53012319329804
    assert result.var_s == 23740.695506142725
    assert result.slope == -0.5634920634920635
    assert result.intercept == 471.9761904761905
github mmhs013 / pyMannKendall / tests / test_pymannkendall.py View on Github external
def test_partial_test(NoTrend2dData,arbitrary_2d_data):
    # check with no trend data
    NoTrendRes = mk.partial_test(NoTrend2dData)
    assert NoTrendRes.trend == 'no trend'
    assert NoTrendRes.h == False
    assert NoTrendRes.p == 1.0
    assert NoTrendRes.z == 0
    assert NoTrendRes.Tau == 0.0
    assert NoTrendRes.s == 0.0
    assert NoTrendRes.var_s == 5205500.0
    
    # check with arbitrary data
    result = mk.partial_test(arbitrary_2d_data)
    assert result.trend == 'no trend'
    assert result.h == False
    assert result.p == 0.06670496348739152
    assert result.z == -1.8336567432191642
    assert result.Tau == -0.07552758237689744
    assert result.s == -282.53012319329804