Python testing.assert_almost_equal函数代码示例

def test_virtual_potential_temperature():
    """Test virtual potential temperature calculation."""
    p = 999. * units.mbar
    t = 288. * units.kelvin
    qv = .0016 * units.dimensionless  # kg/kg
    theta_v = virtual_potential_temperature(p, t, qv)
    assert_almost_equal(theta_v, 288.3620 * units.kelvin, 3)

def test_density():
    """Test density calculation."""
    p = 999. * units.mbar
    t = 288. * units.kelvin
    qv = .0016 * units.dimensionless  # kg/kg
    rho = density(p, t, qv).to(units.kilogram / units.meter ** 3)
    assert_almost_equal(rho, 1.2072 * (units.kilogram / units.meter ** 3), 3)

def test_equivalent_potential_temperature():
    """Test equivalent potential temperature calculation."""
    p = 1000 * units.mbar
    t = 293. * units.kelvin
    td = 280. * units.kelvin
    ept = equivalent_potential_temperature(p, t, td)
    assert_almost_equal(ept, 311.18586467284007 * units.kelvin, 3)

def test_thickness_hydrostatic_isothermal_subset():
    """Test the thickness calculation for a dry isothermal layer subset at 0 degC."""
    pressure = np.arange(1000, 500 - 1e-10, -10) * units.hPa
    temperature = np.zeros_like(pressure) * units.degC
    thickness = thickness_hydrostatic(pressure, temperature, bottom=850 * units.hPa,
                                      depth=350 * units.hPa)
    assert_almost_equal(thickness, 4242.68 * units.m, 2)

def test_dewpoint_specific_humidity():
    """Test relative humidity from specific humidity."""
    p = 1013.25 * units.mbar
    temperature = 20. * units.degC
    q = 0.012 * units.dimensionless
    td = dewpoint_from_specific_humidity(q, temperature, p)
    assert_almost_equal(td, 16.973 * units.degC, 3)

def test_rh_mixing_ratio():
    """Test relative humidity from mixing ratio."""
    p = 1013.25 * units.mbar
    temperature = 20. * units.degC
    w = 0.012 * units.dimensionless
    rh = relative_humidity_from_mixing_ratio(w, temperature, p)
    assert_almost_equal(rh, 81.7219 * units.percent, 3)

def test_rh_specific_humidity():
    """Test relative humidity from specific humidity."""
    p = 1013.25 * units.mbar
    temperature = 20. * units.degC
    q = 0.012 * units.dimensionless
    rh = relative_humidity_from_specific_humidity(q, temperature, p)
    assert_almost_equal(rh, 82.7145 * units.percent, 3)

def test_mixing_ratio_from_relative_humidity():
    """Test relative humidity from mixing ratio."""
    p = 1013.25 * units.mbar
    temperature = 20. * units.degC
    rh = 81.7219 * units.percent
    w = mixing_ratio_from_relative_humidity(rh, temperature, p)
    assert_almost_equal(w, 0.012 * units.dimensionless, 3)

def test_coriolis_force():
    """Test basic coriolis force calculation."""
    lat = np.array([-90., -30., 0., 30., 90.]) * units.degrees
    cor = coriolis_parameter(lat)
    values = np.array([-1.4584232E-4, -.72921159E-4, 0, .72921159E-4,
                       1.4584232E-4]) * units('s^-1')
    assert_almost_equal(cor, values, 7)

def test_vertical_velocity_pressure_moist_air():
    """Test conversion of w to omega assuming moist air."""
    w = -1 * units('cm/s')
    omega_truth = 1.032100858 * units('microbar/second')
    omega_test = vertical_velocity_pressure(w, 850. * units.mbar, 280. * units.K,
                                            8 * units('g/kg'))
    assert_almost_equal(omega_test, omega_truth, 6)

def test_thickness_hydrostatic():
    """Test the thickness calculation for a moist layer."""
    pressure = np.array([959., 779.2, 751.3, 724.3, 700., 269.]) * units.hPa
    temperature = np.array([22.2, 14.6, 12., 9.4, 7., -38.]) * units.degC
    mixing = np.array([0.01458, 0.00209, 0.00224, 0.00240, 0.00256, 0.00010])
    thickness = thickness_hydrostatic(pressure, temperature, mixing=mixing)
    assert_almost_equal(thickness, 9892.07 * units.m, 2)

def test_heat_index_kelvin():
    """Test heat_index when given Kelvin temperatures."""
    temp = 308.15 * units.degK
    rh = 0.7
    hi = heat_index(temp, rh)
    # NB rounded up test value here vs the above two tests
    assert_almost_equal(hi.to('degC'), 50.3406 * units.degC, 4)

def test_thickness_hydrostatic_subset():
    """Test the thickness calculation with a subset of the moist layer."""
    pressure = np.array([959., 779.2, 751.3, 724.3, 700., 269.]) * units.hPa
    temperature = np.array([22.2, 14.6, 12., 9.4, 7., -38.]) * units.degC
    mixing = np.array([0.01458, 0.00209, 0.00224, 0.00240, 0.00256, 0.00010])
    thickness = thickness_hydrostatic(pressure, temperature, mixing=mixing,
                                      bottom=850 * units.hPa, depth=150 * units.hPa)
    assert_almost_equal(thickness, 1630.81 * units.m, 2)

def test_brunt_vaisala_period():
    """Test Brunt-Vaisala period function."""
    truth = [[540.24223556, 441.10593821, 360.16149037, 483.20734521],
             [542.10193894, 443.38165033, 627.03634320, 625.96540075],
             [543.95528431, 771.88106656, np.nan, 543.02940230],
             [545.80233643, np.nan, np.nan, 385.94053328]] * units('s')
    bv_period = brunt_vaisala_period(bv_data()[0], bv_data()[1])
    assert_almost_equal(bv_period, truth, 6)

def test_brunt_vaisala_frequency():
    """Test Brunt-Vaisala frequency function."""
    truth = [[0.01163031, 0.01424416, 0.01744547, 0.01300308],
             [0.01159041, 0.01417105, 0.01002045, 0.01003759],
             [0.01155092, 0.00814010, 0., 0.01157062],
             [0.01151183, np.nan, 0., 0.01628019]] * units('s^-1')
    bv_freq = brunt_vaisala_frequency(bv_data()[0], bv_data()[1])
    assert_almost_equal(bv_freq, truth, 6)