Pandas: 保存数据框以打开工作簿

Question

我打开了一个写入数据的工作簿。如何添加工作表来写入数据框的内容？

import xlsxwriter
import pandas as pd

workbook = xlsxwriter.Workbook('test.xlsx')
sheet1 = workbook.add_worksheet(name='sheet1')
sheet1.write(0, 0, 'test')
df = pd.DataFrame({'a': [1, 2, 3, 4], 'b': ['aa', 'bb', 'cc', 'dd']})
# write df somehow to next sheet. I usually use df.to_excel(filename, engine='xlsxwriter'), but this will create a new file
workbook.close()

Answer 1

正如您在评论中指出的那样，您不能将 XlsxWriter 工作簿对象传递给 pandas to_excel().

作为解决方法，您可以创建一个包含空数据框的工作表，然后访问 XlsxWriter 工作簿和下面的工作表对象。然后，您可以通过 pandas 界面添加额外的工作表。

这是一个基于您的代码的小示例：

import pandas as pd

# Create an pandas excel writer based on xlsxwriter.
writer = pd.ExcelWriter('test.xlsx', engine='xlsxwriter')

# Create a worksheet with an empty dataframe so the sheet is empty.
df = pd.DataFrame()
df.to_excel(writer, sheet_name='Sheet1')

# Access the underlying xlsxwriter worksheet and write to it.
workbook  = writer.book
worksheet = writer.sheets['Sheet1']
worksheet.write(0, 0, 'test')

# Create another dataframe with data.
df = pd.DataFrame({'a': [1, 2, 3, 4],
                   'b': ['aa', 'bb', 'cc', 'dd']})

# Write the dataframe to another worksheet.
df.to_excel(writer, sheet_name='Sheet2')

writer.save()

另见 Working with Python Pandas and XlsxWriter。

Pandas: 保存数据框以打开工作簿

Pandas: save dataframe to open Workbook

python

pandas

xlsxwriter