为什么要以编程方式构建图表?
自动化报告管道通常需要在 Excel 工作簿中嵌入图表,例如季度汇总、ML 结果仪表板或运营指标。无需 Microsoft Excel 即可实现,这意味着无需许可费用,也无需 GUI 交互。
Aspose.Cells FOSS for Python 提供了简洁、符合 Python 风格的图表 API:每种图表类型对应一个方法,标题使用普通字符串,系列配置采用关键字参数。下面涵盖了完整的 API。
安装
pip install aspose-cells-foss
导入所需的类:
from aspose.cells_foss import Workbook, Cell
图表通过 ws.charts 访问; 无需单独导入图表模块。
图表 API 概览
| 您想要的操作 | 操作方法 |
|---|---|
| 添加柱形图 | ws.charts.add_bar(top_row, left_col, bottom_row, right_col) |
| 添加折线图 | ws.charts.add_line(top_row, left_col, bottom_row, right_col) |
| 添加条形图 | ws.charts.add_bar(top_row, left_col, bottom_row, right_col) |
| 添加饼图 | ws.charts.add_pie(top_row, left_col, bottom_row, right_col) |
| 设置标题 | chart.title = "My Chart"(纯字符串;而非 .title.text) |
| 设置 X 轴类别 | chart.category_data = "A2:A6" |
| 添加命名系列 | chart.n_series.add("B2:B6", category_data="A2:A6", name="Revenue") |
| 显示图例 | chart.show_legend = True |
| 设置图例位置 | chart.legend_position = "bottom" |
所有行和列索引都是 零基。add_* 方法直接返回 Chart 对象(而不是索引)。
柱形图:逐步操作
让我们创建一个显示季度收入和支出的柱状图。
第 1 步:创建工作簿并写入数据
from aspose.cells_foss import Workbook, Cell
wb = Workbook()
ws = wb.worksheets[0]
ws.name = "Q1-Q4 Report"
##Headers
ws.cells["A1"].value = "Quarter"
ws.cells["B1"].value = "Revenue"
ws.cells["C1"].value = "Expenses"
##Data
quarters = ["Q1", "Q2", "Q3", "Q4"]
revenue = [50000, 62000, 71000, 89000]
expenses = [32000, 38000, 41000, 47000]
for i, (q, r, e) in enumerate(zip(quarters, revenue, expenses), start=2):
ws.cells[f"A{i}"].value = q
ws.cells[f"B{i}"].value = r
ws.cells[f"C{i}"].value = e
第2步:添加图表
将图表放置在数据下方(第7行起,跨越第0-8列):
chart = ws.charts.add_bar(6, 0, 22, 8)
第3步:配置标题和图例
chart.title = "Quarterly Revenue vs Expenses"
chart.show_legend = True
chart.legend_position = "bottom"
第4步:添加数据系列
每个系列需要一个值范围、类别范围和一个名称:
chart.category_data = "A2:A5"
chart.n_series.add("B2:B5", category_data="A2:A5", name="Revenue")
chart.n_series.add("C2:C5", category_data="A2:A5", name="Expenses")
第5步:保存
wb.save("quarterly_report.xlsx")
print("Chart saved to quarterly_report.xlsx")
完整示例(单块):
from aspose.cells_foss import Workbook, Cell
wb = Workbook()
ws = wb.worksheets[0]
ws.name = "Q1-Q4 Report"
##Data
ws.cells["A1"].value = "Quarter"
ws.cells["B1"].value = "Revenue"
ws.cells["C1"].value = "Expenses"
data = [("Q1", 50000, 32000), ("Q2", 62000, 38000),
("Q3", 71000, 41000), ("Q4", 89000, 47000)]
for i, (q, r, e) in enumerate(data, start=2):
ws.cells[f"A{i}"].value = q
ws.cells[f"B{i}"].value = r
ws.cells[f"C{i}"].value = e
chart = ws.charts.add_bar(6, 0, 22, 8)
chart.title = "Quarterly Revenue vs Expenses"
chart.category_data = "A2:A5"
chart.n_series.add("B2:B5", category_data="A2:A5", name="Revenue")
chart.n_series.add("C2:C5", category_data="A2:A5", name="Expenses")
chart.show_legend = True
chart.legend_position = "bottom"
wb.save("quarterly_report.xlsx")
折线图:月度趋势
相同的模式适用于 add_line():
from aspose.cells_foss import Workbook, Cell
wb = Workbook()
ws = wb.worksheets[0]
months = ["Jan", "Feb", "Mar", "Apr", "May", "Jun"]
actuals = [42000, 47500, 53000, 49000, 61000, 68000]
targets = [45000, 45000, 50000, 55000, 60000, 65000]
ws.cells["A1"].value = "Month"
ws.cells["B1"].value = "Actual"
ws.cells["C1"].value = "Target"
for i, (m, a, t) in enumerate(zip(months, actuals, targets), start=2):
ws.cells[f"A{i}"].value = m
ws.cells[f"B{i}"].value = a
ws.cells[f"C{i}"].value = t
chart = ws.charts.add_line(8, 0, 24, 8)
chart.title = "Monthly Revenue: Actual vs Target"
chart.category_data = "A2:A7"
chart.n_series.add("B2:B7", category_data="A2:A7", name="Actual")
chart.n_series.add("C2:C7", category_data="A2:A7", name="Target")
chart.show_legend = True
chart.legend_position = "right"
wb.save("monthly_trend.xlsx")
饼图:市场份额
from aspose.cells_foss import Workbook, Cell
wb = Workbook()
ws = wb.worksheets[0]
segments = ["Product A", "Product B", "Product C", "Product D"]
shares = [40, 25, 20, 15]
ws.cells["A1"].value = "Segment"
ws.cells["B1"].value = "Share %"
for i, (s, v) in enumerate(zip(segments, shares), start=2):
ws.cells[f"A{i}"].value = s
ws.cells[f"B{i}"].value = v
chart = ws.charts.add_pie(6, 0, 20, 7)
chart.title = "Market Share by Product"
chart.category_data = "A2:A5"
chart.n_series.add("B2:B5", category_data="A2:A5", name="Share")
chart.show_legend = True
chart.legend_position = "right"
wb.save("market_share.xlsx")
常见错误要避免
| 错误 | 正确 |
|---|---|
ws.charts.add(ChartType.COLUMN, 5, 0, 15, 5) | ws.charts.add_bar(5, 0, 15, 5) |
chart.title.text = "Revenue" | chart.title = "Revenue" |
chart.n_series.add("B2:B5", True)(位置) | chart.n_series.add("B2:B5", category_data="A2:A5", name="Revenue") |
from aspose.cells.charts import ChartType | 不需要;直接使用ws.charts.add_bar() |
chart.n_series.category_data = "A2:A5" | chart.category_data = "A2:A5"(图表级别) |
资源
- Aspose.Cells FOSS for Python:Installation
- Developer Guide:Working with Charts
- API Reference:ChartCollection, Chart, NSeries
- Knowledge Base:How to Create Charts in Python
- Product Overview:Features and capabilities summary
- Blog:Introducing Aspose.Cells FOSS:Library overview and quick start
- GitHub Repository