def test_find_drizzle(
drizzle_cat_file,
is_rain,
falling,
droplet,
cold,
melting,
insect,
radar,
lidar,
clutter,
molecular,
attenuated,
v_sigma,
):
obj = drizzle.DrizzleClassification(drizzle_cat_file)
obj.is_rain = is_rain
obj.category_bits["falling"] = falling
obj.category_bits["droplet"] = droplet
obj.category_bits["cold"] = cold
obj.category_bits["melting"] = melting
obj.category_bits["insect"] = insect
obj.quality_bits["radar"] = radar
obj.quality_bits["lidar"] = lidar
obj.quality_bits["clutter"] = clutter
obj.quality_bits["molecular"] = molecular
obj.quality_bits["attenuated"] = attenuated
obj.is_v_sigma = v_sigma
expected = np.array([[1, 1, 0, 0], [1, 1, 0, 0], [1, 1, 0, 0],
[1, 1, 0, 0]])
testing.assert_array_almost_equal(obj._find_drizzle(), expected)
def test_find_would_be_drizzle(drizzle_cat_file, is_rain, warm, falling,
melting, insect, radar, clutter, molecular):
obj = drizzle.DrizzleClassification(drizzle_cat_file)
obj.is_rain = is_rain
obj.warm_liquid = warm
obj.category_bits["falling"] = falling
obj.category_bits["melting"] = melting
obj.category_bits["insect"] = insect
obj.quality_bits["radar"] = radar
obj.quality_bits["clutter"] = clutter
obj.quality_bits["molecular"] = molecular
expected = np.array([[0, 1, 1, 0], [0, 1, 1, 0], [0, 1, 1, 0],
[0, 1, 1, 0]])
testing.assert_array_almost_equal(obj._find_would_be_drizzle(), expected)
def test_find_would_be_drizzle(drizzle_cat_file, is_rain, warm, falling,
melting, insect, radar, clutter, molecular):
obj = drizzle.DrizzleClassification(drizzle_cat_file)
obj.is_rain = is_rain
obj.warm_liquid = warm
obj.category_bits['falling'] = falling
obj.category_bits['melting'] = melting
obj.category_bits['insect'] = insect
obj.quality_bits['radar'] = radar
obj.quality_bits['clutter'] = clutter
obj.quality_bits['molecular'] = molecular
compare = np.array([[0, 1, 1, 0], [0, 1, 1, 0], [0, 1, 1, 0], [0, 1, 1,
0]])
testing.assert_array_almost_equal(obj._find_would_be_drizzle(), compare)
def test_find_drizzle(drizzle_cat_file, is_rain, falling, droplet, cold,
melting, insect, radar, lidar, clutter, molecular,
attenuated, v_sigma):
obj = drizzle.DrizzleClassification(drizzle_cat_file)
obj.is_rain = is_rain
obj.category_bits['falling'] = falling
obj.category_bits['droplet'] = droplet
obj.category_bits['cold'] = cold
obj.category_bits['melting'] = melting
obj.category_bits['insect'] = insect
obj.quality_bits['radar'] = radar
obj.quality_bits['lidar'] = lidar
obj.quality_bits['clutter'] = clutter
obj.quality_bits['molecular'] = molecular
obj.quality_bits['attenuated'] = attenuated
obj.is_v_sigma = v_sigma
compare = np.array([[1, 1, 0, 0], [1, 1, 0, 0], [1, 1, 0, 0], [1, 1, 0,
0]])
testing.assert_array_almost_equal(obj._find_drizzle(), compare)
def class_objects(drizzle_source_file, drizzle_cat_file):
drizzle_source = drizzle.DrizzleSource(drizzle_source_file)
drizzle_class = drizzle.DrizzleClassification(drizzle_cat_file)
spectral_w = drizzle.SpectralWidth(drizzle_cat_file)
return [drizzle_source, drizzle_class, spectral_w]
def test_find_cold_rain(drizzle_cat_file):
obj = drizzle.DrizzleClassification(drizzle_cat_file)
expected = np.array([0, 1])
testing.assert_array_almost_equal(obj._find_cold_rain(), expected)
def test_find_warm_liquid(drizzle_cat_file):
obj = drizzle.DrizzleClassification(drizzle_cat_file)
obj.category_bits["droplet"] = np.array([0, 0, 0, 1, 1, 1, 0], dtype=bool)
obj.category_bits["cold"] = np.array([1, 1, 0, 0, 1, 0, 1], dtype=bool)
expected = np.array([0, 0, 0, 1, 0, 1, 0], dtype=bool)
testing.assert_array_almost_equal(obj._find_warm_liquid(), expected)
def test_find_v_sigma(drizzle_cat_file):
obj = drizzle.DrizzleClassification(drizzle_cat_file)
expected = np.array([[1, 0, 1], [1, 1, 1]], dtype=bool)
testing.assert_array_almost_equal(obj._find_v_sigma(drizzle_cat_file),
expected)
def test_find_warm_liquid(drizzle_cat_file):
obj = drizzle.DrizzleClassification(drizzle_cat_file)
obj.category_bits['droplet'] = np.array([0, 0, 0, 1, 1, 1, 0], dtype=bool)
obj.category_bits['cold'] = np.array([1, 1, 0, 0, 1, 0, 1], dtype=bool)
compare = np.array([0, 0, 0, 1, 0, 1, 0], dtype=bool)
testing.assert_array_almost_equal(obj._find_warm_liquid(), compare)