Source code for improver.calculate_sleet_prob

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"""A plugin to calculate probability of sleet"""

import numpy as np

from improver.metadata.utilities import (
    create_new_diagnostic_cube, generate_mandatory_attributes)


[docs]def calculate_sleet_probability(prob_of_snow, prob_of_rain): """ This calculates the probability of sleet using the calculation: prob(sleet) = 1 - (prob(snow) + prob(rain)) Args: prob_of_snow (iris.cube.Cube): Cube of the probability of snow. prob_of_rain (iris.cube.Cube): Cube of the probability of rain. Returns: iris.cube.Cube: Cube of the probability of sleet. Raises: ValueError: If the cube contains negative values for the the probability of sleet. """ ones = np.ones((prob_of_snow.shape), dtype="float32") sleet_prob = (ones - (prob_of_snow.data + prob_of_rain.data)) if np.any(sleet_prob < 0.0): msg = ("Negative values of sleet probability have been calculated.") raise ValueError(msg) # In this case we want to copy all the attributes from the prob_of_snow cube mandatory_attributes = generate_mandatory_attributes([ prob_of_rain, prob_of_snow]) probability_of_sleet = create_new_diagnostic_cube( 'probability_of_sleet', '1', prob_of_snow, mandatory_attributes, data=sleet_prob) return probability_of_sleet