Python办公自动化之 openpyxl 操作 Excel

2023-03-01 20:16:15 浏览数 (1)

今天给大家分享一篇用 openpyxl 操作 Excel 的 Python 办公自动化文章。5分钟就能掌握~

各种数据需要导入Excel?多个Excel要合并?目前,Python处理Excel文件有很多库,openpyxl算是其中功能和性能做的比较好的一个。接下来我将为大家介绍各种Excel操作。

打开Excel文件

新建一个Excel文件

代码语言:javascript复制
from openpyxl import Workbook
wb = Workbook()

打开现有Excel文件

代码语言:javascript复制
from openpyxl import load_workbook
wb2 = load_workbook('test.xlsx')

打开大文件时,根据需求使用只读或只写模式减少内存消耗。

代码语言:javascript复制
wb = load_workbook(filename='large_file.xlsx', read_only=True)
wb = Workbook(write_only=True)

获取、创建工作表

获取当前活动工作表:

代码语言:javascript复制
ws = wb.active

创建新的工作表:

代码语言:javascript复制
ws1 = wb.create_sheet("Mysheet") # insert at the end (default)
# or
ws2 = wb.create_sheet("Mysheet", 0) # insert at first position
# or
ws3 = wb.create_sheet("Mysheet", -1) # insert at the penultimate position

使用工作表名字获取工作表:

代码语言:javascript复制
ws3 = wb["New Title"]

获取所有的工作表名称:

代码语言:javascript复制
>>> print(wb.sheetnames)
['Sheet2', 'New Title', 'Sheet1']
# 使用for循环遍历所有的工作表:

>>> for sheet in wb:
...     print(sheet.title)

保存

保存到流中在网络中使用:

代码语言:javascript复制
from tempfile import NamedTemporaryFile
from openpyxl import Workbook
wb = Workbook()
with NamedTemporaryFile() as tmp:
    wb.save(tmp.name)
    tmp.seek(0)
    stream = tmp.read()
# 保存到文件:

wb = Workbook()
wb.save('balances.xlsx')
# 保存为模板:

wb = load_workbook('document.xlsx')
wb.template = True
wb.save('document_template.xltx')

单元格

单元格位置作为工作表的键直接读取:

代码语言:javascript复制
c = ws['A4']

为单元格赋值:

代码语言:javascript复制
ws['A4'] = 4
c.value = 'hello, world'

多个单元格 可以使用切片访问单元格区域:

代码语言:javascript复制
cell_range = ws['A1':'C2']

使用数值格式:

代码语言:javascript复制
# set date using a Python datetime
>>> ws['A1'] = datetime.datetime(2010, 7, 21)

>>> ws['A1'].number_format
'yyyy-mm-dd h:mm:ss'

使用公式:

代码语言:javascript复制
# add a simple formula
ws["A1"] = "=SUM(1, 1)"

合并单元格时,除左上角单元格外,所有单元格都将从工作表中删除:

代码语言:javascript复制
ws.merge_cells('A2:D2')
ws.unmerge_cells('A2:D2')

# or equivalently
ws.merge_cells(start_row=2, start_column=1, end_row=4, end_column=4)
ws.unmerge_cells(start_row=2, start_column=1, end_row=4, end_column=4) 

行、列

可以单独指定行、列、或者行列的范围:

代码语言:javascript复制
colC = ws['C']
col_range = ws['C:D']
row10 = ws[10]
row_range = ws[5:10]

可以使用Worksheet.iter_rows()方法遍历行:

代码语言:javascript复制
>>> for row in ws.iter_rows(min_row=1, max_col=3, max_row=2):
...    for cell in row:
...        print(cell)
<Cell Sheet1.A1>
<Cell Sheet1.B1>
<Cell Sheet1.C1>
<Cell Sheet1.A2>
<Cell Sheet1.B2>
<Cell Sheet1.C2>

同样的Worksheet.iter_cols()方法将遍历列:

代码语言:javascript复制
>>> for col in ws.iter_cols(min_row=1, max_col=3, max_row=2):
...     for cell in col:
...         print(cell)
<Cell Sheet1.A1>
<Cell Sheet1.A2>
<Cell Sheet1.B1>
<Cell Sheet1.B2>
<Cell Sheet1.C1>
<Cell Sheet1.C2>

遍历文件的所有行或列,可以使用Worksheet.rows属性:

代码语言:javascript复制
>>> ws = wb.active
>>> ws['C9'] = 'hello world'
>>> tuple(ws.rows)
((<Cell Sheet.A1>, <Cell Sheet.B1>, <Cell Sheet.C1>),
(<Cell Sheet.A2>, <Cell Sheet.B2>, <Cell Sheet.C2>),
(<Cell Sheet.A3>, <Cell Sheet.B3>, <Cell Sheet.C3>),
(<Cell Sheet.A4>, <Cell Sheet.B4>, <Cell Sheet.C4>),
(<Cell Sheet.A5>, <Cell Sheet.B5>, <Cell Sheet.C5>),
(<Cell Sheet.A6>, <Cell Sheet.B6>, <Cell Sheet.C6>),
(<Cell Sheet.A7>, <Cell Sheet.B7>, <Cell Sheet.C7>),
(<Cell Sheet.A8>, <Cell Sheet.B8>, <Cell Sheet.C8>),
(<Cell Sheet.A9>, <Cell Sheet.B9>, <Cell Sheet.C9>))

Worksheet.columns属性:

代码语言:javascript复制
>>> tuple(ws.columns)
((<Cell Sheet.A1>,
<Cell Sheet.A2>,
<Cell Sheet.A3>,
<Cell Sheet.A4>,
<Cell Sheet.A5>,
<Cell Sheet.A6>,
...
<Cell Sheet.B7>,
<Cell Sheet.B8>,
<Cell Sheet.B9>),
(<Cell Sheet.C1>,
<Cell Sheet.C2>,
<Cell Sheet.C3>,
<Cell Sheet.C4>,
<Cell Sheet.C5>,
<Cell Sheet.C6>,
<Cell Sheet.C7>,
<Cell Sheet.C8>,
<Cell Sheet.C9>))

使用Worksheet.append()或者迭代使用Worksheet.cell()新增一行数据:

代码语言:javascript复制
>>> for row in range(1, 40):
...     ws1.append(range(600))

>>> for row in range(10, 20):
...     for col in range(27, 54):
...         _ = ws3.cell(column=col, row=row, value="{0}".format(get_column_letter(col)))

插入操作比较麻烦。可以使用Worksheet.insert_rows()插入一行或几行:

代码语言:javascript复制
>>> from openpyxl.utils import get_column_letter
>>> ws.insert_rows(7) 
>>> row7 = ws[7]
>>> for col in range(27, 54):
...     _ = ws3.cell(column=col, row=7, value="{0}".format(get_column_letter(col)))

Worksheet.insert_cols()操作类似。Worksheet.delete_rows()Worksheet.delete_cols()用来批量删除行和列。

只读取值

使用Worksheet.values属性遍历工作表中的所有行,但只返回单元格值:

代码语言:javascript复制
for row in ws.values:
    for value in row:
        print(value)

Worksheet.iter_rows()Worksheet.iter_cols()可以设置values_only参数来仅返回单元格的值:

代码语言:javascript复制
>>> for row in ws.iter_rows(min_row=1, max_col=3, max_row=2, values_only=True):
...    print(row)
(None, None, None)
(None, None, None)

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