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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def color_array_by_hue_mix(value, palette):
 """ Figure out the appropriate color for a binary string value by averaging the colors corresponding the indices of each one that it contains. Makes for visualizations that intuitively show patch overlap. """

    if int(value, 2) > 0:

        # Convert bits to list and reverse order to avoid issues with
        # differing lengths
        int_list = [int(i) for i in list(value[2:])]
        int_list.reverse()

        # since this is a 1D array, we need the zeroth elements
        # of np.nonzero.
        locs = np.nonzero(int_list)[0]
        # print(locs)
        # print(palette)
        rgb_vals = [palette[i] for i in locs]

        rgb = [0]*len(rgb_vals[0])  # We don't know if it's rgb or rgba
        for val in rgb_vals:
            for index in range(len(val)):
                rgb[index] += val[index]

        for i in range(len(rgb)):
            rgb[i] /= len(locs)

        return tuple(rgb)

    if int(value, 2) == 0:
        return (1, 1, 1) if len(palette[0]) == 3 else (1, 1, 1, 1)

    return -1