如何在pandas系列中使用python-colormath的Delta E函数

pip install pandas
pip install colormath

import pandas as pd
from colormath.color_diff import delta_e_cie2000
from colormath.color_objects import LabColor, sRGBColor

colors_df = pd.DataFrame({'color1': ['#FF0000', '#00FF00', '#0000FF'],
                         'color2': ['#FF00FF', '#FFFF00', '#00FFFF']})

def calculate_delta_e(row):
    color1_rgb = sRGBColor.new_from_rgb_hex(row['color1'])
    color2_rgb = sRGBColor.new_from_rgb_hex(row['color2'])
    
    color1_lab = color1_rgb.convert_to('lab')
    color2_lab = color2_rgb.convert_to('lab')
    
    return delta_e_cie2000(color1_lab, color2_lab)

colors_df['delta_e'] = colors_df.apply(calculate_delta_e, axis=1)