工作中大部使用Pandas分处理的数据都是以csv后缀结尾的文件,但是突然换成xlsx后缀的表格之后,出现的一些错误。
XLRDError: Excel xlsx file; not supported
/usr/local/lib/python3.6/site-packages/xlrd/__init__.py in open_workbook(filename, logfile, verbosity, use_mmap, file_contents, encoding_override, formatting_info, on_demand, ragged_rows, ignore_workbook_corruption)
168 # files that xlrd can parse don't start with the expected signature.
169 if file_format and file_format != 'xls':
--> 170 raise XLRDError(FILE_FORMAT_DESCRIPTIONS[file_format]+'; not supported')
171
172 bk = open_workbook_xls(
XLRDError: Excel xlsx file; not supported
- import pandas as pd
- PATH = '/tmp/MSD0921.xlsx'
- dataframe = pd.read_excel(PATH, engine=None)
在pandas的base.py文件的ExcelFile类下边有这么一段描述,大概在1117-1127行。
engine : str, default None
If io is not a buffer or path, this must be set to identify io.
Supported engines: ``xlrd``, ``openpyxl``, ``odf``, ``pyxlsb``
Engine compatibility :
- ``xlrd`` supports old-style Excel files (.xls).
- ``openpyxl`` supports newer Excel file formats.
- ``odf`` supports OpenDocument file formats (.odf, .ods, .odt).
- ``pyxlsb`` supports Binary Excel files.
.. versionchanged:: 1.2.0
The engine `xlrd `_
now only supports old-style ``.xls`` files.
When ``engine=None``, the following logic will be
used to determine the engine:
大概的意思是,pandas 读取excel表格只支持这四种引擎,xlrd,openpyxl,odf,pyxlsb如果不是这四种就会抛出异常。如果engine=None的话,默认的就是xlrd引擎,只支持老式的Excel文件,.xls后缀的
只需要将引擎换成 openpyxl即可
- import pandas as pd
- PATH = '/tmp/MSD0921.xlsx'
- dataframe = pd.read_excel(PATH,engine='openpyxl')

总结:关于第三方库代码的问题,要学去看源码,分析问题所在,大部分问题都能够解决