def test_bootstrap_dpp_sig50_similar_dpp(control_3d_NA):
ds = control_3d_NA
bootstrap = 5
sig = 50
actual = dpp_threshold(ds, bootstrap=bootstrap, sig=sig).drop('quantile')
expected = dpp(ds)
xr.testing.assert_allclose(actual, expected, atol=0.5, rtol=0.5)
def test_bootstrap_dpp_sig50_similar_dpp(PM_da_control_3d):
sig = 50
actual = dpp_threshold(PM_da_control_3d, iterations=ITERATIONS, sig=sig).drop_vars(
"quantile"
)
expected = dpp(PM_da_control_3d)
xr.testing.assert_allclose(actual, expected, atol=0.5, rtol=0.5)
def test_dpp(control_3d_NA, chunk):
"""Check for positive diagnostic potential predictability in NA SST."""
control = control_3d_NA
res = dpp(control, chunk=chunk)
assert res.mean() > 0
def test_dpp(PM_da_control_3d, chunk):
"""Check for positive diagnostic potential predictability in NA SST."""
res = dpp(PM_da_control_3d, chunk=chunk)
assert res.mean() > 0