1. 前言
使用 Django 进行 Web 开发时,经常有需要展示图表的需求,以此来丰富网页的数据展示。常见方案包含:Highcharts、Matplotlib、Echarts、Pyecharts,其中后 2 种方案使用频率更高。本篇文章将聊聊 Django 结合 Echarts、Pyecharts 实现图表可视化的具体流程
2. Echarts
Echarts 是百度开源的一个非常优秀的可视化框架,它可以展示非常复杂的图表类型。以展示简单的柱状图为例,讲讲 Django 集成 Echarts 的流程吧。
首先,在某个 App 的 views.py 编写视图函数,当请求方法为 POST 时,定义柱状图中的数据值,然后使用 JsonResponse 返回数据
在模板文件中,导入 Echarts 的依赖
PS:可以使用本地 JS 文件或 CDN 加速服务
然后,重写 window.onload 函数,发送一个 Ajax 请求给后端,利用 Echarts 将返回结果展示到图表中去
最后,编写路由 URL,运行项目
]
发现,首页展示了一个简单的柱状图
更多复杂的图表展示可以参考官方
https://echarts.apache.org/examples/zh/index.html
3. Pyecharts
Pyecharts 是一款使用 Python 对 Echarts 进行再次封装后的开源框架
相比 Echarts,Django 集成 Pyecharts 更快捷、方便
Django 集成 Pyecharts 只需要 4 步
3-1 安装依赖
3-2 拷贝 pyecharts 的模板文件到项目下
将虚拟环境中 pyecharts 的模板文件拷贝到项目的模板文件夹下
比如本机路径如下:
/Users/xingag/Envs/xh_log/lib/python3.7/site-packages/pyecharts/render/templates/
3-3 编写视图函数,渲染图表
在视图文件中,使用 pyecharts 库内置的类 Bar 创建一个柱状图
3-4 运行项目
运行项目,生成的柱状图如下:
这只是最简单的使用实例,更多复杂的图表及前后端分离、更新的例子
可以参考官网:
https://pyecharts.org/#/zh-cn/web_django?id=django-%e5%89%8d%e5%90%8e%e7%ab%af%e5%88%86%e7%a6%bb
4. 最后
文中介绍了 Django 快速集成 Echarts 和 Pyecharts 的基本步骤,实际项目中,一些复杂的图表、前后端分离数据更新可以参考官网去拓展。
我已经将文中完整代码上传到后台,关注后回复关键字「 0408 」获取
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