在使用for循环遍历目录时,在.xlsx文件上使用read_excel时遇到问题。执行以下操作时:
df1 = pd.read_excel('***.xlsx')
df2 = pd.read_excel('***.xlsx')
df = pd.concat([df1,df2], ignore_index=True, sort=False)
我没有问题。但是当我尝试在循环中读取相同的文件时:
directories_to_check = [
"C:\\Users\\***"
]
files = []
for directory in directories_to_check:
directories = [d for d in listdir(directory) if isdir(join(directory,d))]
print(directories)
for root in directories:
path = join(directory,root)
print(path)
for file in listdir(path):
print(file)
if file[0:5].lower() == 'name':
files.append(join(directory,root,file))
else:
files.append(join(directory,root,file))
for filetoopen in files:
print(filetoopen)
df = pd.concat([pd.read_excel(filetoopen, header=1)], ignore_index=True, sort=False)
我收到以下错误:
Traceback (most recent call last):
File "C:/Users/***/Sample.py", line 30, in <module>
df = pd.concat([pd.read_excel(filetoopen, header=1)], ignore_index=True, sort=False)
File "C:\Users\***\Python\Python37-32\lib\site-packages\pandas\util\_decorators.py", line 208, in wrapper
return func(*args, **kwargs)
File "C:\Users\***\Python\Python37-32\lib\site-packages\pandas\io\excel\_base.py", line 310, in read_excel
io = ExcelFile(io, engine=engine)
File "C:\Users\***\Python\Python37-32\lib\site-packages\pandas\io\excel\_base.py", line 819, in __init__
self._reader = self._engines[engine](self._io)
File "C:\Users\***\Python\Python37-32\lib\site-packages\pandas\io\excel\_xlrd.py", line 21, in __init__
super().__init__(filepath_or_buffer)
File "C:\Users\***\Python\Python37-32\lib\site-packages\pandas\io\excel\_base.py", line 359, in __init__
self.book = self.load_workbook(filepath_or_buffer)
File "C:\Users\***\Python\Python37-32\lib\site-packages\pandas\io\excel\_xlrd.py", line 36, in load_workbook
return open_workbook(filepath_or_buffer)
File "C:\Users\***\Python\Python37-32\lib\site-packages\xlrd\__init__.py", line 157, in open_workbook
ragged_rows=ragged_rows,
File "C:\Users\***\Python\Python37-32\lib\site-packages\xlrd\book.py", line 92, in open_workbook_xls
biff_version = bk.getbof(XL_WORKBOOK_GLOBALS)
File "C:\Users\***\Python\Python37-32\lib\site-packages\xlrd\book.py", line 1278, in getbof
bof_error('Expected BOF record; found %r' % self.mem[savpos:savpos+8])
File "C:\Users\***\Python\Python37-32\lib\site-packages\xlrd\book.py", line 1272, in bof_error
raise XLRDError('Unsupported format, or corrupt file: ' + msg)
xlrd.biffh.XLRDError: Unsupported format, or corrupt file: Expected BOF record; found b'C:\\Users'
任何帮助将不胜感激,谢谢!