python使用openpyxl操作excel
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1、openpyxl库介绍

openpyxl最好用的python操作excel表格库,不接受反驳;

openpyxl官网链接:openpyxl官网

openpyxl只支持【.xlsx / .xlsm / .xltx / .xltm】格式的文件;

2、python怎么打开及读取表格内容?

1)Excel表格述语

这里需要大家仔细查看图中的每一项内容,知道什么是“行(row)、列(column)”?什么是“格子(cell)”?什么是“sheet表”?

2)打开Excel表格并获取表格名称

from openpyxl import load_workbook

workbook = load_workbook(filename = "test.xlsx")

workbook.sheetnames

结果如下:

3)通过sheet名称获取表格

from openpyxl import load_workbook

workbook = load_workbook(filename = "test.xlsx")

workbook.sheetnames

sheet = workbook["Sheet1"]

print(sheet)

结果如下:

4)获取表格的尺寸大小

这里所说的尺寸大小,指的是excel表格中的数据有几行几列,针对的是不同的sheet而言。

sheet.dimensions

结果如下:图片

5)获取表格内某个格子的数据

① sheet["A1"]方式

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(sheet)

cell1 = sheet["A1"]

cell2 = sheet["C11"]

print(cell1.value, cell2.value)

"""

workbook.active 打开激活的表格;

sheet["A1"] 获取A1格子的数据;

cell.value 获取格子中的值;

"""

结果如下:

② sheet.cell(row=, column=)方式

这种方式更简单,大家可以对比这两种方式;

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(sheet)

cell1 = sheet.cell(row = 1,column = 1)

cell2 = sheet.cell(row = 11,column = 3)

print(cell1.value, cell2.value)

结果如下:

6)获取某个格子的行数、列数、坐标

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(sheet)

cell1 = sheet["A1"]

cell2 = sheet["C11"]

print(cell1.value, cell1.row, cell1.column, cell1.coordinate)

print(cell2.value, cell2.row, cell2.column, cell2.coordinate)

"""

.row 获取某个格子的行数;

.columns 获取某个格子的列数;

.corordinate 获取某个格子的坐标;

"""

结果如下:

7)获取一系列格子

① sheet[]方式

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(sheet)

# 获取A1:C2区域的值

cell = sheet["A1:C2"]

print(cell)

for i in cell:

for j in i:

print(j.value)

结果如下:

特别的:如果我们只想获取“A列”,或者获取“A-C列”,可以采取如下方式:

sheet["A"]    --- 获取A列的数据

sheet["A:C"]    --- 获取A,B,C三列的数据

sheet[5]   --- 只获取第5行的数据

② .iter_rows()方式

当然有.iter_rows()方式,肯定也会有.iter_cols()方式,只不过一个是按行读取,一个是按列读取。

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(sheet)

# 按行获取值

for i in sheet.iter_rows(min_row=2, max_row=5, min_col=1, max_col=2):

for j in i:

print(j.value)

# 按列获取值

for i in sheet.iter_cols(min_row=2, max_row=5, min_col=1, max_col=2):

for j in i:

print(j.value)

结果如下:

③ sheet.rows()

帮助我们获取所有行

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(sheet)

for i in sheet.rows:

print(i)

结果如下:

3、python如何向excel中写入某些内容?

1)修改表格中的内容

① 向某个格子中写入内容并保存

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(sheet)

sheet["A1"] = "哈喽" # 这句代码也可以改为cell = sheet["A1"] cell.value = "哈喽"

workbook.save(filename = "哈喽.xlsx")

"""

注意:我们将“A1”单元格的数据改为了“哈喽”,并另存为了“哈喽.xlsx”文件。

如果我们保存的时候,不修改表名,相当于直接修改源文件;

"""

结果如下:

② .append():向表格中插入行数据

.append()方式:会在表格已有的数据后面,增添这些数(按行插入);

这个操作很有用,爬虫得到的数据,可以使用该方式保存成Excel文件;

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(sheet)

data = [

["唐僧","男","180cm"],

["孙悟空","男","188cm"],

["猪八戒","男","175cm"],

["沙僧","男","176cm"],

]

for row in data:

sheet.append(row)

workbook.save(filename = "test.xlsx")

结果如下:

③ 在python中使用excel函数公式(很有用)

# 这是我们在excel中输入的公式

=IF(RIGHT(C2,2)="cm",C2,SUBSTITUTE(C2,"m","")*100&"cm")

# 那么,在python中怎么插入excel公式呢?

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(sheet)

sheet["D1"] = "标准身高"

for i in range(2,16):

sheet["D{}".format(i)] = '=IF(RIGHT(C{},2)="cm",C{},SUBSTITUTE(C{},"m","")*100&"cm")'.format(i,i,i)

workbook.save(filename = "test.xlsx")

结果如下:

此时,你肯定会好奇,python究竟支持写哪些“excel函数公式”呢?我们可以使用如下操作查看一下。

import openpyxl

from openpyxl.utils import FORMULAE

print(FORMULAE)

结果如下:

④ .insert_cols()和.insert_rows():插入空行和空列

.insert_cols(idx=数字编号, amount=要插入的列数),插入的位置是在idx列数的左侧插入;

.insert_rows(idx=数字编号, amount=要插入的行数),插入的行数是在idx行数的下方插入;

.insert_cols(idx=数字编号, amount=要插入的列数),插入的位置是在idx列数的左侧插入;

.insert_rows(idx=数字编号, amount=要插入的行数),插入的行数是在idx行数的下方插入;

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(sheet)

sheet.insert_cols(idx=4,amount=2)

sheet.insert_rows(idx=5,amount=4)

workbook.save(filename = "test.xlsx")

结果如下:

⑤ .delete_rows()和.delete_cols():删除行和列

.delete_rows(idx=数字编号, amount=要删除的行数)

.delete_cols(idx=数字编号, amount=要删除的列数)

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(sheet)

# 删除第一列,第一行

sheet.delete_cols(idx=1)

sheet.delete_rows(idx=1)

workbook.save(filename = "test.xlsx")

结果如下:

⑥ .move_range():移动格子

.move_range("数据区域",rows=,cols=):正整数为向下或向右、负整数为向左或向上;

# 向左移动两列,向下移动两行

sheet.move_range("C1:D4",rows=2,cols=-1)

演示效果如下:图片

⑦ .create_sheet():创建新的sheet表格

.create_sheet("新的sheet名"):创建一个新的sheet表;

.create_sheet("新的sheet名"):创建一个新的sheet表;

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(sheet)

workbook.create_sheet("我是一个新的sheet")

print(workbook.sheetnames)

workbook.save(filename = "test.xlsx")

结果如下:

⑧ .remove():删除某个sheet表

.remove("sheet名"):删除某个sheet表;

workbook = load_workbook(filename = "test.xlsx")

sheet = workbook.active

print(workbook.sheetnames)

# 这个相当于激活的这个sheet表,激活状态下,才可以操作;

sheet = workbook['我是一个新的sheet']  

print(sheet)

workbook.remove(sheet)

print(workbook.sheetnames)

workbook.save(filename = "test.xlsx")

结果如下:

⑨ .copy_worksheet():复制一个sheet表到另外一张excel表

这个操作的实质,就是复制某个excel表中的sheet表,然后将文件存储到另外一张excel表中;

workbook = load_workbook(filename = "a.xlsx")

sheet = workbook.active

print("a.xlsx中有这几个sheet表",workbook.sheetnames)

sheet = workbook['姓名']  

workbook.copy_worksheet(sheet)

workbook.save(filename = "test.xlsx")

结果如下:

⑩ sheet.title:修改sheet表的名称

.title = "新的sheet表名"

workbook = load_workbook(filename = "a.xlsx")

sheet = workbook.active

print(sheet)

sheet.title = "我是修改后的sheet名"

print(sheet)

结果如下:

⑪ 创建新的excel表格文件

from openpyxl import Workbook

workbook = Workbook()

sheet = workbook.active

sheet.title = "表格1"

workbook.save(filename = "新建的excel表格")

结果如下:

⑫ sheet.freeze_panes:冻结窗口

.freeze_panes = "单元格"

workbook = load_workbook(filename = "花园.xlsx")

sheet = workbook.active

print(sheet)

sheet.freeze_panes = "C3"

workbook.save(filename = "花园.xlsx")

"""

冻结窗口以后,你可以打开源文件,进行检验;

"""

结果如下:

⑬ sheet.auto_filter.ref:给表格添加“筛选器”

.auto_filter.ref = sheet.dimension 给所有字段添加筛选器;

.auto_filter.ref = "A1" 给A1这个格子添加“筛选器”,就是给第一列添加“筛选器”;

workbook = load_workbook(filename = "花园.xlsx")

sheet = workbook.active

print(sheet)

sheet.auto_filter.ref = sheet["A1"]

workbook.save(filename = "花园.xlsx")

结果如下:

4、批量调整字体和样式

1)修改字体样式

Font(name=字体名称,size=字体大小,bold=是否加粗,italic=是否斜体,color=字体颜色)

from openpyxl.styles import Font

from openpyxl import load_workbook

workbook = load_workbook(filename="花园.xlsx")

sheet = workbook.active

cell = sheet["A1"]

font = Font(name="微软雅黑",size=20,bold=True,italic=True,color="FF0000")

cell.font = font

workbook.save(filename = "花园.xlsx")

"""

这个color是RGB的16进制表示,自己下去百度学习;

"""

结果如下:

2)获取表格中格子的字体样式

from openpyxl.styles import Font

from openpyxl import load_workbook

workbook = load_workbook(filename="花园.xlsx")

sheet = workbook.active

cell = sheet["A2"]

font = cell.font

print(font.name, font.size, font.bold, font.italic, font.color)

结果如下:

3)设置对齐样式

Alignment(horizontal=水平对齐模式,vertical=垂直对齐模式,text_rotation=旋转角度,wrap_text=是否自动换行)

水平对齐:‘distributed',‘justify',‘center',‘leftfill',

‘centerContinuous',‘right,‘general';

垂直对齐:‘bottom',‘distributed',‘justify',‘center',‘top';

from openpyxl.styles import Alignment

from openpyxl import load_workbook

workbook = load_workbook(filename="花园.xlsx")

sheet = workbook.active

cell = sheet["A1"]

alignment = Alignment(horizontal="center",vertical="center",text_rotation=45,wrap_text=True)

cell.alignment = alignment

workbook.save(filename = "花园.xlsx")

结果如下:

4)设置边框样式

Side(style=边线样式,color=边线颜色)

Border(left=左边线样式,right=右边线样式,top=上边线样式,bottom=下边线样式)

style参数的种类:'double, 'mediumDashDotDot', 'slantDashDot','dashDotDot','dotted','hair', 'mediumDashed, 'dashed', 'dashDot', 'thin','mediumDashDot','medium', 'thick'

from openpyxl.styles import Side,Border

from openpyxl import load_workbook

workbook = load_workbook(filename="花园.xlsx")

sheet = workbook.active

cell = sheet["D6"]

side1 = Side(style="thin",color="FF0000")

side2 = Side(style="thick",color="FFFF0000")

border = Border(left=side1,right=side1,top=side2,bottom=side2)

cell.border = border

workbook.save(filename = "花园.xlsx")

结果如下:

5)设置填充样式

PatternFill(fill_type=填充样式,fgColor=填充颜色)

GradientFill(stop=(渐变颜色1,渐变颜色2……))

from openpyxl.styles import PatternFill,GradientFill

from openpyxl import load_workbook

workbook = load_workbook(filename="花园.xlsx")

sheet = workbook.active

cell_b9 = sheet["B9"]

pattern_fill = PatternFill(fill_type="solid",fgColor="99ccff")

cell_b9.fill = pattern_fill

cell_b10 = sheet["B10"]

gradient_fill = GradientFill(stop=("FFFFFF","99ccff","000000"))

cell_b10.fill = gradient_fill

workbook.save(filename = "花园.xlsx")

结果如下:

6)设置行高和列宽

.row_dimensions[行编号].height = 行高

.column_dimensions[列编号].width = 列宽

workbook = load_workbook(filename="花园.xlsx")

sheet = workbook.active

# 设置第1行的高度

sheet.row_dimensions[1].height = 50

# 设置B列的宽度

sheet.column_dimensions["B"].width = 20

workbook.save(filename = "花园.xlsx")

"""

sheet.row_dimensions.height = 50

sheet.column_dimensions.width = 30

这两句代码,是将整个表的行高设置为50,列宽设置为30;

"""

结果如下:

7)合并单元格

.merge_cells(待合并的格子编号)

.merge_cells(start_row=起始行号,start_column=起始列号,end_row=结束行号,end_column=结束列号)

workbook = load_workbook(filename="花园.xlsx")

sheet = workbook.active

sheet.merge_cells("C1:D2")

sheet.merge_cells(start_row=7,start_column=1,end_row=8,end_column=3)

workbook.save(filename = "花园.xlsx")

结果如下:

当然,也有“取消合并单元格”,用法一致。

.unmerge_cells(待合并的格子编号)

.unmerge_cells(start_row=起始行号,start_column=起始列号,end_row=结束行号,end_column=结束列号)

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