官网Tutorial:http://xlsxwriter.readthedocs.io/tutorial
Xlsx是python用来构造xlsx文件的模块,可以向excel2007+中写text,numbers,formulas 公式以及hyperlinks超链接。
可以完成xlsx文件的自动化构造,包括:
合并单元格,制作excel图表等功能:
1,Introduction:
xlsxWriter支持多种excle功能;与excel完美兼容;写大文件,速度快且只占用很小的内存空间
不支持读或者改现有的excel文件
2, Installing:
sudo pip install XlsxWriter;
sudo easy_install XlsxWriter;
或者源码安装:http://github.com/jmcnamara/XlsxWriter/archive/master.tar.gz
3,使用:
import xlsxwriter workbook = xlsxwriter.Workbook('hello.xlsx') # 建立文件 worksheet = workbook.add_worksheet() # 建立sheet, 可以work.add_worksheet('employee')来指定sheet名,但中文名会报UnicodeDecodeErro的错误 worksheet.write('A1', 'Hello world') # 向A1写入 workbook.close()
excel公式计算
# Some data we want to write to the worksheet.
expenses = (
['Rent', 1000],
['Gas', 100],
['Food', 300],
['Gym', 50],
)
# Start from the first cell. Rows and columns are zero indexed. 按标号写入是从0开始的,按绝对位置'A1'写入是从1开始的
row = 0
col = 0
# Iterate over the data and write it out row by row.
for item, cost in (expenses):
worksheet.write(row, col, item)
worksheet.write(row, col + 1, cost)
row += 1
# Write a total using a formula.
worksheet.write(row, 0, 'Total')
worksheet.write(row, 1, '=SUM(B1:B4)') # 调用excel的公式表达式
workbook.close()
excel自定义格式:
import xlsxwriter # 建文件及sheet. workbook = xlsxwriter.Workbook('Expenses02.xlsx') worksheet = workbook.add_worksheet() # Add a bold format to use to highlight cells. 设置粗体,默认是False bold = workbook.add_format({'bold': True}) # Add a number format for cells with money. 定义数字格式 money = workbook.add_format({'num_format': '$#,##0'}) # Write some data headers. 带自定义粗体blod格式写表头 worksheet.write('A1', 'Item', bold) worksheet.write('B1', 'Cost', bold) # Some data we want to write to the worksheet. expenses = ( ['Rent', 1000], ['Gas', 100], ['Food', 300], ['Gym', 50], ) # Start from the first cell below the headers. row = 1 col = 0 # Iterate over the data and write it out row by row. for item, cost in (expenses): worksheet.write(row, col, item) # 带默认格式写入 worksheet.write(row, col + 1, cost, money) # 带自定义money格式写入 row += 1 # Write a total using a formula. worksheet.write(row, 0, 'Total', bold) worksheet.write(row, 1, '=SUM(B2:B5)', money) workbook.close()
excel写入时间格式
from datetime import datetime
import xlsxwriter
# Create a workbook and add a worksheet.
workbook = xlsxwriter.Workbook('Expenses03.xlsx')
worksheet = workbook.add_worksheet()
# Add a bold format to use to highlight cells.
bold = workbook.add_format({'bold': 1})
# Add a number format for cells with money.
money_format = workbook.add_format({'num_format': '$#,##0'})
# Add an Excel date format.
date_format = workbook.add_format({'num_format': 'mmmm d yyyy'})
# Adjust the column width.
worksheet.set_column(1, 1, 15)
# Write some data headers.
worksheet.write('A1', 'Item', bold)
worksheet.write('B1', 'Date', bold)
worksheet.write('C1', 'Cost', bold)
# Some data we want to write to the worksheet.
expenses = (
['Rent', '2013-01-13', 1000],
['Gas', '2013-01-14', 100],
['Food', '2013-01-16', 300],
['Gym', '2013-01-20', 50],
)
# Start from the first cell below the headers.
row = 1
col = 0
for item, date_str, cost in (expenses):
# Convert the date string into a datetime object.
date = datetime.strptime(date_str, "%Y-%m-%d")
worksheet.write_string (row, col, item )
worksheet.write_datetime(row, col + 1, date, date_format )
worksheet.write_number (row, col + 2, cost, money_format)
row += 1
# Write a total using a formula.
worksheet.write(row, 0, 'Total', bold)
worksheet.write(row, 2, '=SUM(C2:C5)', money_format)
workbook.close()
@@@ write方法提供了python类型到excel类型的转换, XlsxWriter支持excel工作表最大1048576行记录,16384条列记录,超出可以选择再建新sheet
worksheet.write(0, 0, 'Hello') # write_string()
worksheet.write(1, 0, 'World') # write_string()
worksheet.write(2, 0, 2) # write_number()
worksheet.write(3, 0, 3.00001) # write_number()
worksheet.write(4, 0, '=SIN(PI()/4)') # write_formula()
worksheet.write(5, 0, '') # write_blank()
worksheet.write(6, 0, None) # write_blank()
关于更多字符串、数字、颜色及位置等excel格式:http://xlsxwriter.readthedocs.io/format.html
4, 图标
这个是我比较关注的利用excel工具进行图标统计的功能
相比较python的matplotlib的画图模块,excel的图标更加漂亮灵活一些
Chart: Area, Bar, Column, Doughnut, Line, Pie, Scatter, Stock, Radar
workbook = xlswriter.Workbook('chart.xls')
worksheet = workbook.add_sheet('First_example') # 普通工作表
建立Chart对象: chart = workbook.add_chart({type, 'column'})
将图插入到sheet中: worksheet.insert_chart('A7', chart)
或者可以建立图表工作表chartsheet
chartsheet = workbook.add_charsheet()
chartsheet.set_char(chart)
柱状图:
import xlsxwriter
workbook = xlsxwriter.Workbook('chart.xlsx')
worksheet = workbook.add_worksheet()
# Create a new Chart object.
chart = workbook.add_chart({'type': 'column'})
# Write some data to add to plot on the chart.
data = [
[1, 2, 3, 4, 5],
[2, 4, 6, 8, 10],
[3, 6, 9, 12, 15],
]
worksheet.write_column('A1', data[0]) # 按列插入
worksheet.write_column('B1', data[1])
worksheet.write_column('C1', data[2])
# Configure the chart. In simplest case we add one or more data series.
chart.add_series({'values': '=Sheet1!$A$1:$A$5'})
chart.add_series({'values': '=Sheet1!$B$1:$B$5'})
chart.add_series({'values': '=Sheet1!$C$1:$C$5'})
# Insert the chart into the worksheet.
worksheet.insert_chart('A7', chart)
workbook.close()
workbook.add_chart({'type':'column'}) # 默认格式
workbook.add_chart({'type':'column', 'substyle':'percent_stacked'}) # 按百分比展示
workbook.add_chart({'type':'column', 'substyle':'stacked'})
其他类型chart也是这样: