之前寫的太草率了,這裏解決的問題是:
用 Pandas 可以不覆蓋的寫入同一張 Sheet 表,
當然寫入不同的表也可以實現,
在 stackoverflow 上看到的代碼,
我試了試可以,感謝 stackoverflow 的 MaxU
這裏在 jupyter notebook 中實現,python 版本 3.7
我自己寫了測試代碼,在下面,
第一個部分的代碼就是從 stackoverflow 上 copy 的函數 append_df_to_excel() ,
第二個部分的代碼測試行不行,分別寫入Sheet1表(多次寫入不覆蓋),Sheet2表。
最後有成功寫入的截圖爲證。
這是 StackOverflow 網頁鏈接
append_df_to_excel('d:/temp/test.xlsx', df, sheet_name='Sheet2', index=False)
import pandas as pd
from openpyxl import load_workbook
def append_df_to_excel(filename, df, sheet_name='Sheet1', startrow=None,
truncate_sheet=False,
**to_excel_kwargs):
"""
Append a DataFrame [df] to existing Excel file [filename]
into [sheet_name] Sheet.
If [filename] doesn't exist, then this function will create it.
Parameters:
filename : File path or existing ExcelWriter
(Example: '/path/to/file.xlsx')
df : dataframe to save to workbook
sheet_name : Name of sheet which will contain DataFrame.
(default: 'Sheet1')
startrow : upper left cell row to dump data frame.
Per default (startrow=None) calculate the last row
in the existing DF and write to the next row...
truncate_sheet : truncate (remove and recreate) [sheet_name]
before writing DataFrame to Excel file
to_excel_kwargs : arguments which will be passed to `DataFrame.to_excel()`
[can be dictionary]
Returns: None
"""
# from openpyxl import load_workbook
# import pandas as pd
# ignore [engine] parameter if it was passed
if 'engine' in to_excel_kwargs:
to_excel_kwargs.pop('engine')
writer = pd.ExcelWriter(filename, engine='openpyxl')
# Python 2.x: define [FileNotFoundError] exception if it doesn't exist
try:
FileNotFoundError
except NameError:
FileNotFoundError = IOError
try:
# try to open an existing workbook
writer.book = load_workbook(filename)
# get the last row in the existing Excel sheet
# if it was not specified explicitly
if startrow is None and sheet_name in writer.book.sheetnames:
startrow = writer.book[sheet_name].max_row
# truncate sheet
if truncate_sheet and sheet_name in writer.book.sheetnames:
# index of [sheet_name] sheet
idx = writer.book.sheetnames.index(sheet_name)
# remove [sheet_name]
writer.book.remove(writer.book.worksheets[idx])
# create an empty sheet [sheet_name] using old index
writer.book.create_sheet(sheet_name, idx)
# copy existing sheets
writer.sheets = {ws.title:ws for ws in writer.book.worksheets}
except FileNotFoundError:
# file does not exist yet, we will create it
pass
if startrow is None:
startrow = 0
# write out the new sheet
df.to_excel(writer, sheet_name, startrow=startrow, **to_excel_kwargs)
# save the workbook
writer.save()
# 幾個例子用於測試寫入 excel 用的
df1 = pd.DataFrame({'One':[1,2,3]})
df2 = pd.DataFrame({'Two':[4,5,6]})
df3 = pd.DataFrame({'Three':[7,8,9]})
df4 = pd.DataFrame({'Four':[10,11,12]})
# 寫入 Aho.xlsx 這個 excel 的 sheet1 表的第0行(startrow=0),第0列(startcol=0)
append_df_to_excel('Aho.xlsx', df1, sheet_name='Sheet1', startcol=0,startrow=0,index=False)
# 寫入sheet1 的第0行(startrow=0),第3列(startcol=3)
append_df_to_excel('Aho.xlsx', df2, sheet_name='Sheet1', startcol=3,startrow=0,index=False)
# 寫入sheet1 的第0行(startrow=0),第7列(startcol=7)
append_df_to_excel('Aho.xlsx', df3, sheet_name='Sheet1', startcol=7,startrow=0,index=False)
# 寫入sheet2 的第0行(startrow=0),第0列(startcol=0)
append_df_to_excel('Aho.xlsx', df4, sheet_name='Sheet2', startcol=0,startrow=0,index=False)