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用 Python 处理 Excel 电子表格

用 Python 处理 Excel 电子表格
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来源:网络

在日常工作中处理 Excel 任务可能会很无聊,尤其是当你必须浏览数千行数据以进行小的改动或比较数字时。 对一些琐碎的工作我们可以使用Python 自动处理 Excel 文档,这就是本篇要介绍的内容。

首先要做的是下载一个名为 OpenPyXL 的 python 库, 可以使用 pip 轻松安装 OpenPyXL。

pipinstallopenpyxl

然后通过启动 python 解释器并运行来验证它是否已成功安装:

>>>importopenpyxl

如果导入未打印任何错误,则表示你已成功安装 OpenPyXL。

打开 Excel 文件

Excel 文件由带编号的行和列组成,字母以 A 开头,可以包含数字或文本, 单个网格中的行和列组成工作表或简称工作表,多个工作表组成一个工作簿, 换句话说,Excel 电子表格是一个工作簿。

要打开 Excel 工作簿,我们需要导入 OpenPyXL 模块并使用其 load_workbook() 函数。 出于本文的目的,假设我们要打开一个名为 example.xlsx 的文件。

importopenpyxlexcel_doc=openpyxl.load_workbook('example.xlsx')

在这里,我们调用了 openpyxl.load_workbook() 函数并传入了我们希望它打开的 excel 文档的名称。 该函数返回一个代表实际 Excel 文件的 Workbook 对象。

获取sheets

从 Excel 文件中检索数据的下一步是指定我们需要的工作表,要找出工作簿中工作表的名称,请调用 get_sheet_names() 方法。

>>>importopenpyxl>>>excel_doc=openpyxl.load_workbook('example.xlsx')>>>excel_doc.get_sheet_names()[u'Sheet1'u'Sheet2'u'Sheet3']

我们在这个文档中有三个工作表,分别是 Sheet1、Sheet2 和 Sheet3。 下一步是选择要从中获取数据的工作表。

>>>importopenpyxl>>>excel_doc=openpyxl.load_workbook('example.xlsx')>>>excel_doc.get_sheet_names()[u'Sheet1'u'Sheet2'u'Sheet3']work_sheet1=excel_doc.get_sheet_by_name('Sheet1')<Worksheet"Sheet1">

将“Sheet1”传递给 get_sheet_by_name() 方法会创建一个代表 Excel 文件中的 Sheet1 的 Worksheet 对象, 工作表对象允许你从单个单元格或它们的范围中获取数据。

要获取单个单元格的值,例如第一行第一列的单元格(单元格 A1),请执行以下操作:

>>>work_sheet1['A1'].value

要访问多个单元格,请按照与在 Excel 中相同的方式使用切片:

>>>work_sheet1['A1':'C3']

检索单元格值的另一种方法是使用工作表的 cell() 方法, cell() 方法允许你将单元格的列和行指定为整数关键字参数, 这在处理包含大量列和行的 Excel 文件时很有用。

>>>sheet.cell(row=1column=2).valueu'Apples'

如何从一系列单元格中获取数据

要从一系列单元格中读取数据,你可以在 for 循环中使用上述方法, 假设你想要获取单个列的内容。

>>> for i in range(1, 8):    print(sheet.cell(row=i, column=2).value)ApplesCherriesPearsOrangesApplesBananasStrawberries

上面的代码将从第 2 列开始,从第 1 行开始,打印第 7 列中每个单元格的值,直到到达第 7 行。

将数据写入 Excel 文件

可以使用 OpenPyXL 更改或修改电子表格数据, 例如,下面的代码显示了如何更改工作表的标题。

>>> active_worksheet = excel_doc.active>>> active_worksheet.titleu'Sheet1'active_worksheet.title = "End Of Year Report">>> active_worksheet.titleu'End Of Year Report'>>> active_worksheet['A1'].value = "2022">>> active_worksheet['A1'].valueu'2022'

更改工作表标题或单元格数据很简单,这很像将数据分配给普通的 Python 数据结构。

OpenPyXL 允许你做的不仅仅是读取和写入数据到 excel 文档,  OpenPyXL 功能包括更改单元格中的字体样式、添加公式、图表甚至冻结窗格,功能很强大,想深入了解的可以看一下官方文档。

长按或扫描下方二维码,免费获取 Python公开课和大佬打包整理的几百G的学习资料,内容包含但不限于Python电子书、教程、项目接单、源码等等

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  1. CONNECT:[ UseTime:0.001314s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001686s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000757s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.005503s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001389s ]
  6. SELECT * FROM `set` [ RunTime:0.002185s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001593s ]
  8. SELECT * FROM `article` WHERE `id` = 503270 LIMIT 1 [ RunTime:0.001589s ]
  9. UPDATE `article` SET `lasttime` = 1775787288 WHERE `id` = 503270 [ RunTime:0.036205s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.002217s ]
  11. SELECT * FROM `article` WHERE `id` < 503270 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.014915s ]
  12. SELECT * FROM `article` WHERE `id` > 503270 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001140s ]
  13. SELECT * FROM `article` WHERE `id` < 503270 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.005836s ]
  14. SELECT * FROM `article` WHERE `id` < 503270 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.001986s ]
  15. SELECT * FROM `article` WHERE `id` < 503270 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.009549s ]
0.257581s