知行编程网知行编程网  2022-06-30 07:00 知行编程网 隐藏边栏 |   抢沙发  7 
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盘点 Django 展示可视化图表的多种方式(建议收藏)


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


盘点 Django 展示可视化图表的多种方式(建议收藏)

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/


盘点 Django 展示可视化图表的多种方式(建议收藏)


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:


盘点 Django 展示可视化图表的多种方式(建议收藏)

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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data-darkmode-original-color-15870356071023="rgb(51, 51, 51)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(51, 51, 51)" data-darkmode-original-color-15882384789136="rgb(51, 51, 51)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(51, 51, 51)" data-darkmode-original-color-15882396318564="rgb(51, 51, 51)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(51, 51, 51)" data-darkmode-original-color-15900529136199="rgb(51, 51, 51)" data-darkmode-bgimage-15900529136199="1" style="font-size: 14px;color: rgb(51, 51, 51);text-align: 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