pip install openpyxl
1. 读取文件
import openpyxl
# 加载文件
wb = openpyxl.load_workbook("example.xlsx")
# 获取所有单元簿的名称
wb.get_sheet_names()
# 获取单元簿
sheet = wb.get_sheet_by_name("Sheet1")
# sheet = wb["sheet"]
# 获取单元格的值
A1 = sheet["A1"]
print("row = ", A1.row, "column = ", A1.column, "value = ", A1.value)
B1 = sheet.cell(row=1, column=2)
# 获取多个单元格
for row in sheet["A1": "C3"]:
for cell in row:
print(cell.coordinate, cell.value)
# 获取一列
for cell in sheet.columns[1]:
print(cell.value)
# 确定表格的大小
sheet.get_highest_row(), sheet.get_highest_column()
# 列字母和数字的转换
from openpyxl.cell import get_column_letter, column_index_from_string
get_column_letter(1) # => A
column_index_from_string("A") # => 1
2. 写文件
import openpyxl
# 加载文件
wb = openpyxl.load_workbook("example.xlsx")
# 创建一个Sheet
sheet = wb.create_sheet(index=0, title="Sheet1")
# sheet = wb.get_active_sheet()
# 设置名称
sheet.title = "sheet1"
# 设置单元格内容
sheet["A1"] = "A1_value"
# 设置字体风格
from openpyxl.styles import Font, Style
# italic=斜体；bold=粗体
sheet["B1"].style = Style(font=Font(size=24, italic=True, bold=True))
# 设置公式
sheet["B5"] = "=SUM(B2: B4)"
# 设置行高宽
sheet["B5"].height = 20
sheet["B5"].width = 20
# 合并单元格
sheet.merge_cells("C5:D5")
sheet["C5"] = "合并单元格"
sheet.unmerge_cells("C5:D5")
# 添加图表
from openpyxl.charts import Reference, Series, BarChart
ref = Reference(sheet, (1, 1), (10, 1))
series = Series(ref, title = "first series")
chart = BarChart()
chart.append(series)
chart.drawing.top = 50
chart.drawing.left = 200
chart.drawing.width = 300
chart.drawing.height = 400
sheet.add_chart(chart)
# 删除一个单元簿
wb.remove_sheet(sheet)
# 保存文件
wb.save()
线型图-2D
from openpyxl import Workbook
from openpyxl.chart import BarChart, Series, Reference
wb = Workbook(write_only=True)
ws = wb.create_sheet()
rows = [
('Number', 'Batch 1', 'Batch 2'),
(2, 10, 30),
(3, 40, 60),
(4, 50, 70),
(5, 20, 10),
(6, 10, 40),
(7, 50, 30),
]
for row in rows:
ws.append(row)
chart1 = BarChart()
chart1.type = "col"
chart1.style = 10
chart1.title = "Bar Chart"
chart1.y_axis.title = 'Test number'
chart1.x_axis.title = 'Sample length (mm)'
data = Reference(ws, min_col=2, min_row=1, max_row=7, max_col=3)
cats = Reference(ws, min_col=1, min_row=2, max_row=7)
chart1.add_data(data, titles_from_data=True)
chart1.set_categories(cats)
chart1.shape = 4
ws.add_chart(chart1, "A10")
from copy import deepcopy
chart2 = deepcopy(chart1)
chart2.style = 11
chart2.type = "bar"
chart2.title = "Horizontal Bar Chart"
ws.add_chart(chart2, "G10")
chart3 = deepcopy(chart1)
chart3.type = "col"
chart3.style = 12
chart3.grouping = "stacked"
chart3.overlap = 100
chart3.title = 'Stacked Chart'
ws.add_chart(chart3, "A27")
chart4 = deepcopy(chart1)
chart4.type = "bar"
chart4.style = 13
chart4.grouping = "percentStacked"
chart4.overlap = 100
chart4.title = 'Percent Stacked Chart'
ws.add_chart(chart4, "G27")
wb.save("bar.xlsx")
线型图-3D
from openpyxl import Workbook
from openpyxl.chart import (
Reference,
Series,
BarChart3D,
)
wb = Workbook()
ws = wb.active
rows = [
(None, 2013, 2014),
("Apples", 5, 4),
("Oranges", 6, 2),
("Pears", 8, 3)
]
for row in rows:
ws.append(row)
data = Reference(ws, min_col=2, min_row=1, max_col=3, max_row=4)
titles = Reference(ws, min_col=1, min_row=2, max_row=4)
chart = BarChart3D()
chart.title = "3D Bar Chart"
chart.add_data(data=data, titles_from_data=True)
chart.set_categories(titles)
ws.add_chart(chart, "E5")
wb.save("bar3d.xlsx")
面积图表-2D
from openpyxl import Workbook
from openpyxl.chart import (
AreaChart,
Reference,
Series,
)
wb = Workbook()
ws = wb.active
rows = [
['Number', 'Batch 1', 'Batch 2'],
[2, 40, 30],
[3, 40, 25],
[4, 50, 30],
[5, 30, 10],
[6, 25, 5],
[7, 50, 10],
]
for row in rows:
ws.append(row)
chart = AreaChart()
chart.title = "Area Chart"
chart.style = 13
chart.x_axis.title = 'Test'
chart.y_axis.title = 'Percentage'
cats = Reference(ws, min_col=1, min_row=1, max_row=7)
data = Reference(ws, min_col=2, min_row=1, max_col=3, max_row=7)
chart.add_data(data, titles_from_data=True)
chart.set_categories(cats)
ws.add_chart(chart, "A10")
wb.save("area.xlsx")
面积图-3D
from openpyxl import Workbook
from openpyxl.chart import (
AreaChart3D,
Reference,
Series,
)
wb = Workbook()
ws = wb.active
rows = [
['Number', 'Batch 1', 'Batch 2'],
[2, 30, 40],
[3, 25, 40],
[4 ,30, 50],
[5 ,10, 30],
[6, 5, 25],
[7 ,10, 50],
]
for row in rows:
ws.append(row)
chart = AreaChart3D()
chart.title = "Area Chart"
chart.style = 13
chart.x_axis.title = 'Test'
chart.y_axis.title = 'Percentage'
chart.legend = None
cats = Reference(ws, min_col=1, min_row=1, max_row=7)
data = Reference(ws, min_col=2, min_row=1, max_col=3, max_row=7)
chart.add_data(data, titles_from_data=True)
chart.set_categories(cats)
ws.add_chart(chart, "A10")
wb.save("area3D.xlsx")
点线图-2D
from datetime import date
from openpyxl import Workbook
from openpyxl.chart import (
LineChart,
Reference,
)
from openpyxl.chart.axis import DateAxis
wb = Workbook()
ws = wb.active
rows = [
['Date', 'Batch 1', 'Batch 2', 'Batch 3'],
[date(2015,9, 1), 40, 30, 25],
[date(2015,9, 2), 40, 25, 30],
[date(2015,9, 3), 50, 30, 45],
[date(2015,9, 4), 30, 25, 40],
[date(2015,9, 5), 25, 35, 30],
[date(2015,9, 6), 20, 40, 35],
]
for row in rows:
ws.append(row)
c1 = LineChart()
c1.title = "Line Chart"
c1.style = 13
c1.y_axis.title = 'Size'
c1.x_axis.title = 'Test Number'
data = Reference(ws, min_col=2, min_row=1, max_col=4, max_row=7)
c1.add_data(data, titles_from_data=True)
# Style the lines
s1 = c1.series[0]
s1.marker.symbol = "triangle"
s1.marker.graphicalProperties.solidFill = "FF0000" # Marker filling
s1.marker.graphicalProperties.line.solidFill = "FF0000" # Marker outline
s1.graphicalProperties.line.noFill = True
s2 = c1.series[1]
s2.graphicalProperties.line.solidFill = "00AAAA"
s2.graphicalProperties.line.dashStyle = "sysDot"
s2.graphicalProperties.line.width = 100050 # width in EMUs
s2 = c1.series[2]
s2.smooth = True # Make the line smooth
ws.add_chart(c1, "A10")
from copy import deepcopy
stacked = deepcopy(c1)
stacked.grouping = "stacked"
stacked.title = "Stacked Line Chart"
ws.add_chart(stacked, "A27")
percent_stacked = deepcopy(c1)
percent_stacked.grouping = "percentStacked"
percent_stacked.title = "Percent Stacked Line Chart"
ws.add_chart(percent_stacked, "A44")
# Chart with date axis
c2 = LineChart()
c2.title = "Date Axis"
c2.style = 12
c2.y_axis.title = "Size"
c2.y_axis.crossAx = 500
c2.x_axis = DateAxis(crossAx=100)
c2.x_axis.number_format = 'd-mmm'
c2.x_axis.majorTimeUnit = "days"
c2.x_axis.title = "Date"
c2.add_data(data, titles_from_data=True)
dates = Reference(ws, min_col=1, min_row=2, max_row=7)
c2.set_categories(dates)
ws.add_chart(c2, "A61")
wb.save("line.xlsx")