Django与图表的数据交互的实现

2022-08-07 10:46:05
目录
环境相关实现思路(需要理解的请结合代码来看)代码:成果展示参考博客

在Django开发过程中,遇到了需要图表进行数据可视化的需要。因此查询了相关文档,并记录下如何实现与图表的数据交互。 本人是个前端小白,只会改不会写(套模板)。
仅供参考!!!

环境相关

Django>echarts (前端的画图框架,导入JS包即可) 点击网址可以找到模板 网址
JQuery (用于Ajax请求 导入JS包即可 在文中会有JS包地址)

实现思路(需要理解的请结合代码来看)

    后端方面主要涉及到了ajax,其实就是前端对后端请求一个特定的地址,后端收到请求后,将数据整理并打包成json格式向前端发送,有点类似于在写API接口。前端方面。主要有两个点:echarts>echarts 中可以看到,生成的模板里面有2个data项,用于储存数据信息制作表格。 (不同的图表有不同的数据点,本文只有2个data项,生成折线图)Ajax 用于向后端发送请求。在编写过程中,先将echarts 表的数据项清空(data : [])。 后续通过ajax请求向后端请求数据包,并提取对应的数据加入到echarts 表的数据项中。

    代码:

    urls.py

    re_path('ajax_line/', views.ajax_line, name='ajax_line'),

    ajax请求接口:

      from django.db import models
    from datetime import datetime
    # Create your models here.
    
    class Shop(models.Model):
        Name = models.CharField(max_length=50, verbose_name='名称')
        Barcode = models.CharField(max_length=50, verbose_name='条形码' ,default ='')
        Money = models.IntegerField(default=0, verbose_name='单价')
        number = models.IntegerField(default=0, verbose_name='库存')
        Other = models.CharField(max_length=100, verbose_name='备注' ,default='无')
        objects = models.Manager()
        def __str__(self):
            return self.Name
        class Meta:
            verbose_name = '商品'
            verbose_name_plural = verbose_name
    
    class ShopOrders(models.Model):
        Produce = models.ManyToManyField(Shop, verbose_name='产品清单', blank=True)
        Money = models.IntegerField(default=0, verbose_name='合计')
        add_time = models.DateTimeField(default=datetime.now, verbose_name='时间')
        Other = models.CharField(max_length=100, verbose_name='备注' , default='无')
        Owner =  models.CharField(max_length=50, verbose_name='销售人员',default ='')
        FRESHMAN = 'FR'
        SOPHOMORE = 'SO'
        JUNIOR = 'JR'
        YEAR_IN_SCHOOL_CHOICES = (
            (FRESHMAN, '微信'),
            (SOPHOMORE, '现金'),
            (JUNIOR, '支付宝'),
        )
        Type = models.CharField(
            max_length=2,
            choices=YEAR_IN_SCHOOL_CHOICES,
            default=FRESHMAN,
        )
    
        objects = models.Manager()
        def __str__(self):
            return self.Owner
        class Meta:
            verbose_name = '商品订单'
            verbose_name_plural = verbose_name
    

    models

      from django.db import models
    from datetime import datetime
    # Create your models here.
    
    class Shop(models.Model):
        Name = models.CharField(max_length=50, verbose_name='名称')
        Barcode = models.CharField(max_length=50, verbose_name='条形码' ,default ='')
        Money = models.IntegerField(default=0, verbose_name='单价')
        number = models.IntegerField(default=0, verbose_name='库存')
        Other = models.CharField(max_length=100, verbose_name='备注' ,default='无')
        objects = models.Manager()
        def __str__(self):
            return self.Name
        class Meta:
            verbose_name = '商品'
            verbose_name_plural = verbose_name
    
    class ShopOrders(models.Model):
        Produce = models.ManyToManyField(Shop, verbose_name='产品清单', blank=True)
        Money = models.IntegerField(default=0, verbose_name='合计')
        add_time = models.DateTimeField(default=datetime.now, verbose_name='时间')
        Other = models.CharField(max_length=100, verbose_name='备注' , default='无')
        Owner =  models.CharField(max_length=50, verbose_name='销售人员',default ='')
        FRESHMAN = 'FR'
        SOPHOMORE = 'SO'
        JUNIOR = 'JR'
        YEAR_IN_SCHOOL_CHOICES = (
            (FRESHMAN, '微信'),
            (SOPHOMORE, '现金'),
            (JUNIOR, '支付宝'),
        )
        Type = models.CharField(
            max_length=2,
            choices=YEAR_IN_SCHOOL_CHOICES,
            default=FRESHMAN,
        )
    
        objects = models.Manager()
        def __str__(self):
            return self.Owner
        class Meta:
            verbose_name = '商品订单'
            verbose_name_plural = verbose_name
    

    前端

    <!--
       THIS EXAMPLE WAS DOWNLOADED FROM https://echarts.apache.org/examples/zh/editor.html?c=line-simple
    -->
    <!DOCTYPE html>
    <html lang="zh-CN" style="height: 100%">
    <head>
      <meta charset="utf-8">
    </head>
    <body style="height: 100%; margin: 0">
    
    <h1 style="Text-align:center"> 月度销售情况</h1>>
      <div id="container" style="height: 100%"></div>
    
    
     <script type="text/javascript" src="https://fastly.jsdelivr.net/npm/echarts@5.3.3/dist/echarts.min.js"></script>
     <script type="text/javascript" charset="utf8" src="http://code.jquery.com/jquery-1.10.2.min.js"></script>
    
      <script type="text/javascript">
        var dom = document.getElementById('container');
        var myChart = echarts.init(dom, null, {
          renderer: 'canvas',
          useDirtyRect: false
        });
        var app = {};
        
        var option;
    
        option = {
      xAxis: {
        type: 'category',
        data: []
      },
      yAxis: {
        type: 'value'
      },
      series: [
        {
          data: [],
          type: 'line'
        }
      ]
    };
    
        if (option && typeof option === 'object') {
          myChart.setOption(option);
        }
        window.addEventListener('resize', myChart.resize);
    
        myChart.showLoading();
        var names = [];
        var brower = [];
        $.ajax({ // ajax的方式动态获取后端代码
            type: 'get',
            url: '/index/ajax_line/',
            dataType: 'json',
            success: function (result) {
                    $.each(result.data, function (index, item) {
                    names.push(item.name);
                    brower.push({
                        value: item.count,
                        name: item.name
                    });
                });
                myChart.hideLoading();
                myChart.setOption({
                    xAxis: {
                        data: names
                    },
                    series: [{
                        data: brower
                    }]
                });
            },
            error: function (errormsg) {
                alert('errormsg');
                myChart.hideLoading();
            }
        });
    
      </script>
    
    </body>
    </html>
    

    成果展示

    在这里插入图片描述

    参考博客

    echarts动态获取Django数据

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