Python批量获取文件夹下表格创建时间的问题

我想用Python遍历，一个文件夹下的所有excel文件，并获取所有Excel文件（xlsx后缀的）的创建时间，
用os.path.walk()方法和os.path.getctime(path)，一直没有成功，请各位指点下
1

直接上代码和结果

import time
import os
if __name__ == "__main__":
    path = "D:/test"
    for root, dirs, files in os.walk(path):
        for file in files:
            if file.endswith(".xlsx"):
                file_path = os.path.join(root, file)
                ctime = os.path.getctime(file_path)
                ctime = time.localtime(ctime)
                ctime = time.strftime("%Y-%m-%d %H:%M:%S", ctime)
                print(file, ctime)

import os
from time import ctime 

for root, dirs, files in os.walk(".", topdown=False):
    for name in files:
        path = os.path.join(root, name)
        if os.path.splitext(path)[1] == '.xlsx':
            print(path, ctime(os.path.getctime(path)))

>>> import os, time
>>> base_path = r'D:\Xufive\tx\res'
>>> for root, dirs, files in os.walk(base_path, topdown=False):
    for name in files:
        if os.path.splitext(name)[1] == '.xlsx':
            fn =  os.path.join(root, name)
            dt = time.localtime(os.stat(fn).st_mtime)
            print(fn, time.strftime("%Y-%m-%d %X", dt))

            
D:\Xufive\tx\res\out\C.xlsx 2022-09-02 08:50:48
D:\Xufive\tx\res\A.xlsx 2022-09-02 08:47:06
D:\Xufive\tx\res\B.xlsx 2022-09-02 08:47:19