python - Pandas - 编写包含 unicode 的 excel 文件 - IllegalCharacterError

Question

我有以下代码:

import pandas as pd

x = [u'string with some unicode: \x16']
df = pd.DataFrame(x)

如果我尝试将此数据框写入 excel 文件:

df.to_excel("test.xlsx")

或者，如果我尝试使用 utf-8 编码将此数据框编写为 excel 文件:

ew = pd.ExcelWriter('test.xlsx',options={'encoding':'utf-8'})
df.to_excel(ew)

我收到以下错误:

IllegalCharacterError                     Traceback (most recent call last)
<ipython-input-4-62adec25ae8d> in <module>()
      1 ew = pd.ExcelWriter('test.xlsx',options={'encoding':'utf-8'})
      2 #df.to_excel("test.xlsx")
----> 3 df.to_excel(ew)

/usr/local/lib/python2.7/dist-packages/pandas/util/decorators.pyc in wrapper(*args, **kwargs)
     86                 else:
     87                     kwargs[new_arg_name] = new_arg_value
---> 88             return func(*args, **kwargs)
     89         return wrapper
     90     return _deprecate_kwarg

/usr/local/lib/python2.7/dist-packages/pandas/core/frame.pyc in to_excel(self, excel_writer, sheet_name, na_rep, float_format, columns, header, index, index_label, startrow, startcol, engine, merge_cells, encoding, inf_rep)
   1258         formatted_cells = formatter.get_formatted_cells()
   1259         excel_writer.write_cells(formatted_cells, sheet_name,
-> 1260                                  startrow=startrow, startcol=startcol)
   1261         if need_save:
   1262             excel_writer.save()

/usr/local/lib/python2.7/dist-packages/pandas/io/excel.pyc in write_cells(self, cells, sheet_name, startrow, startcol)
    679             colletter = get_column_letter(startcol + cell.col + 1)
    680             xcell = wks.cell("%s%s" % (colletter, startrow + cell.row + 1))
--> 681             xcell.value = _conv_value(cell.val)
    682             style_kwargs = {}
    683 

/usr/local/lib/python2.7/dist-packages/openpyxl/cell/cell.pyc in value(self, value)
    360     def value(self, value):
    361         """Set the value and infer type and display options."""
--> 362         self._bind_value(value)
    363 
    364     @property

/usr/local/lib/python2.7/dist-packages/openpyxl/cell/cell.pyc in _bind_value(self, value)
    269             elif self.guess_types:
    270                 value = self._infer_value(value)
--> 271         self.set_explicit_value(value, self.data_type)
    272 
    273 

/usr/local/lib/python2.7/dist-packages/openpyxl/cell/cell.pyc in set_explicit_value(self, value, data_type)
    235             raise ValueError('Invalid data type: %s' % data_type)
    236         if isinstance(value, STRING_TYPES):
--> 237             value = self.check_string(value)
    238         self._value = value
    239         self.data_type = data_type

/usr/local/lib/python2.7/dist-packages/openpyxl/cell/cell.pyc in check_string(self, value)
    220         value = value[:32767]
    221         if next(ILLEGAL_CHARACTERS_RE.finditer(value), None):
--> 222             raise IllegalCharacterError
    223         return value
    224 

IllegalCharacterError: 

如何将包含 unicode 的 pandas dataframe 写入 excel 文件？

Answer 1

同样的问题发生在我身上。我是这样解决的:

首先，安装python包xlsxwriter:

pip install xlsxwriter

其次，将默认引擎“openpyxl”替换为“xlsxwriter”:

df.to_excel("test.xlsx", engine='xlsxwriter')