掌握React与TypeScript:从零开始绘制中国地图

最近我需要使用react+ts绘制一个界面,里面需要以中国地图的形式展示区块链从2019-2024年这五年的备案以及注销情况,所以研究了一下这方面的工作,初步有了一些成果,所以现在做一些分享,希望对大家有帮助!

在这篇博客中,我们将介绍如何使用 React 和 TypeScript 绘制中国地图。教程分为三个部分:介绍 GeoJSON 文件,使用 React 封装 ChinaMap 组件,以及分享遇到的坑和解决方法。

1.GeoJSON 简介与基础语法

1.什么是 GeoJSON?

GeoJSON 是一种基于 JSON(JavaScript Object Notation)格式的开放标准,用于表示各种地理数据结构。它可以表示点、线、多边形以及多点、多线、多边形集合等复杂的地理数据类型。GeoJSON 广泛用于 Web 地图应用程序中,因其易读性和与 JSON 的兼容性而受到欢迎。

2.GeoJSON 的基本结构

一个典型的 GeoJSON 文件包括以下几个部分:

  1. FeatureCollection:一个要素集合,用于包含多个地理要素。
  2. Feature:一个单独的地理要素,包含几何数据和属性信息。
  3. Geometry:几何数据,可以是点、线、多边形等。
  4. Properties:属性信息,用于描述几何数据的属性。

下面是一个基本的 GeoJSON 示例,包含一个多边形(Polygon):

json 复制代码
{
  "type": "FeatureCollection",
  "features": [
    {
      "type": "Feature",
      "properties": {
        "name": "中国"
      },
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [73.5, 18.2],
            [135.1, 18.2],
            [135.1, 53.6],
            [73.5, 53.6],
            [73.5, 18.2]
          ]
        ]
      }
    }
  ]
}

3.GeoJSON 基础语法

  1. FeatureCollection

    FeatureCollection 是 GeoJSON 文件的顶级对象,用于包含多个 Feature

    json 复制代码
    {
      "type": "FeatureCollection",
      "features": [
        // 这里包含多个 Feature 对象
      ]
    }
  2. Feature

    Feature 是一个包含几何数据和属性的对象。每个 Feature 都有一个 geometry 和一个 properties 对象。

    json 复制代码
    {
      "type": "Feature",
      "properties": {
        "name": "某地名"
      },
      "geometry": {
        "type": "Polygon", // 几何类型,可以是 Point, LineString, Polygon 等
        "coordinates": [
          // 坐标数组,根据几何类型不同格式也不同
        ]
      }
    }
  3. Geometry

    Geometry 包含地理要素的几何数据,主要有以下几种类型:

    • Point:表示一个点。

      json 复制代码
      {
        "type": "Point",
        "coordinates": [102.0, 0.5]
      }
    • LineString:表示一条线,由一系列坐标点组成。

      json 复制代码
      {
        "type": "LineString",
        "coordinates": [
          [102.0, 0.0],
          [103.0, 1.0],
          [104.0, 0.0],
          [105.0, 1.0]
        ]
      }
    • Polygon:表示一个多边形,由一系列坐标点组成的闭合环。

      json 复制代码
      {
        "type": "Polygon",
        "coordinates": [
          [
            [100.0, 0.0],
            [101.0, 0.0],
            [101.0, 1.0],
            [100.0, 1.0],
            [100.0, 0.0]
          ]
        ]
      }
    • MultiPoint:表示多个点。

      json 复制代码
      {
        "type": "MultiPoint",
        "coordinates": [
          [100.0, 0.0],
          [101.0, 1.0]
        ]
      }
    • MultiLineString:表示多条线。

      json 复制代码
      {
        "type": "MultiLineString",
        "coordinates": [
          [
            [100.0, 0.0],
            [101.0, 1.0]
          ],
          [
            [102.0, 2.0],
            [103.0, 3.0]
          ]
        ]
      }
    • MultiPolygon:表示多个多边形。

      json 复制代码
      {
        "type": "MultiPolygon",
        "coordinates": [
          [
            [
              [100.0, 0.0],
              [101.0, 0.0],
              [101.0, 1.0],
              [100.0, 1.0],
              [100.0, 0.0]
            ]
          ],
          [
            [
              [102.0, 2.0],
              [103.0, 2.0],
              [103.0, 3.0],
              [102.0, 3.0],
              [102.0, 2.0]
            ]
          ]
        ]
      }
  4. Properties

    Properties 是一个对象,用于描述几何数据的属性,可以包含任意的键值对。

    json 复制代码
    {
      "properties": {
        "name": "某地名",
        "population": 1000000
      }
    }

4.GeoJSON 常见应用场景

  1. 地图绘制:GeoJSON 常用于 Web 地图应用中,用于绘制地理边界、标记点和路线等。
  2. 地理数据分析:GeoJSON 可以与 GIS(地理信息系统)结合,用于空间数据分析和可视化。
  3. 数据交换:GeoJSON 是一种标准化的数据格式,适用于地理数据的交换和共享。

通过以上内容,应该对 GeoJSON 有了一个初步的了解。

接下来,我们可以继续学习如何在 React 项目中使用 GeoJSON 数据绘制中国地图。

2.用React封装ChinaMap组件

1.下载echarts

使用npm或者yarn下载echarts
1.npm下载

cmd 复制代码
npm install echarts

2.yarn下载

cmd 复制代码
yarn add echarts

2.下载china地图的jeojson

由第一部分介绍可知,GeoJSON是一种以json形式表示地理位置的文件,常用于地图的绘制。

因此,如果要绘制中国地图,从GeoJSON的角度出发,就是需要构建一个FeatureCollection对象,里面包含多个Feature对象,每一个Feature都是一个Polygon多边形。

具体的json文件可以去阿里的阿里可视化中心下载。

我这里直接给出对应的china.json文件,具体如下:

json 复制代码
{
  "type": "FeatureCollection",
  "features": [
    {
      "type": "Feature",
      "id": "xin_jiang",
      "properties": {
        "name": "新疆",
        "cp": [84.9023, 41.748],
        "childNum": 18
      },
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [96.416, 42.7588],
            [96.416, 42.7148],
            [95.9766, 42.4951],
            [96.0645, 42.3193],
            [96.2402, 42.2314],
            [95.9766, 41.9238],
            [95.2734, 41.6162],
            [95.1855, 41.792],
            [94.5703, 41.4844],
            [94.043, 41.0889],
            [93.8672, 40.6934],
            [93.0762, 40.6494],
            [92.6367, 39.6387],
            [92.373, 39.3311],
            [92.373, 39.1113],
            [92.373, 39.0234],
            [90.1758, 38.4961],
            [90.3516, 38.2324],
            [90.6152, 38.3203],
            [90.5273, 37.8369],
            [91.0547, 37.4414],
            [91.3184, 37.0898],
            [90.7031, 36.7822],
            [90.791, 36.6064],
            [91.0547, 36.5186],
            [91.0547, 36.0791],
            [90.8789, 36.0352],
            [90, 36.2549],
            [89.9121, 36.0791],
            [89.7363, 36.0791],
            [89.209, 36.2988],
            [88.7695, 36.3428],
            [88.5938, 36.4746],
            [87.3633, 36.4307],
            [86.2207, 36.167],
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            [85.0781, 35.7275],
            [84.1992, 35.376],
            [83.1445, 35.4199],
            [82.8809, 35.6836],
            [82.4414, 35.7275],
            [82.002, 35.332],
            [81.6504, 35.2441],
            [80.4199, 35.4199],
            [80.2441, 35.2881],
            [80.332, 35.1563],
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            [78.0469, 35.5078],
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            [76.2012, 35.8154],
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            [75.1465, 37.4414],
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            [74.0918, 38.54],
            [73.8281, 38.584],
            [73.7402, 38.8477],
            [73.8281, 38.9795],
            [73.4766, 39.375],
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            [73.916, 39.6826],
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            [74.0039, 40.0342],
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      }
    },
    {
      "type": "Feature",
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      "properties": {
        "name": "西藏",
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        "childNum": 7
      },
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            [120.6738, 22.3242],
            [120.2344, 22.5879],
            [120.0586, 23.0713],
            [120.1465, 23.6865],
            [121.0254, 25.0488],
            [121.5527, 25.3125],
            [121.9043, 25.0488]
          ]
        ]
      }
    },
    {
      "type": "Feature",
      "id": "bei_jing",
      "properties": {
        "name": "北京",
        "cp": [116.4551, 40.2539],
        "childNum": 19
      },
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [117.4219, 40.21],
            [117.334, 40.1221],
            [117.2461, 40.0781],
            [116.8066, 39.9902],
            [116.8945, 39.8145],
            [116.8945, 39.6826],
            [116.8066, 39.5947],
            [116.543, 39.5947],
            [116.3672, 39.4629],
            [116.1914, 39.5947],
            [115.752, 39.5068],
            [115.4883, 39.6387],
            [115.4004, 39.9463],
            [115.9277, 40.2539],
            [115.752, 40.5615],
            [116.1035, 40.6055],
            [116.1914, 40.7813],
            [116.4551, 40.7813],
            [116.3672, 40.9131],
            [116.6309, 41.0449],
            [116.9824, 40.6934],
            [117.4219, 40.6494],
            [117.2461, 40.5176],
            [117.4219, 40.21]
          ]
        ]
      }
    },
    {
      "type": "Feature",
      "id": "tian_jin",
      "properties": {
        "name": "天津",
        "cp": [117.4219, 39.4189],
        "childNum": 18
      },
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [116.8066, 39.5947],
            [116.8945, 39.6826],
            [117.1582, 39.6387],
            [117.1582, 39.8145],
            [117.2461, 40.0781],
            [117.334, 40.1221],
            [117.4219, 40.21],
            [117.6855, 40.0781],
            [117.6855, 39.9902],
            [117.5098, 39.9902],
            [117.5098, 39.7705],
            [117.6855, 39.5947],
            [117.9492, 39.5947],
            [117.8613, 39.4189],
            [118.0371, 39.2432],
            [118.0371, 39.1992],
            [117.8613, 39.1113],
            [117.5977, 38.6279],
            [117.2461, 38.54],
            [116.7188, 38.8037],
            [116.7188, 38.9355],
            [116.8945, 39.1113],
            [116.8066, 39.5947]
          ]
        ]
      }
    },
    {
      "type": "Feature",
      "id": "shang_hai",
      "properties": {
        "name": "上海",
        "cp": [121.4648, 31.2891],
        "childNum": 19
      },
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [120.9375, 31.0254],
            [121.2012, 31.4648],
            [121.377, 31.5088],
            [121.1133, 31.7285],
            [121.2012, 31.8604],
            [121.9922, 31.5967],
            [121.9043, 31.1572],
            [121.9922, 30.8057],
            [121.2891, 30.6738],
            [120.9375, 31.0254]
          ]
        ]
      }
    },
    {
      "type": "Feature",
      "id": "xiang_gang",
      "properties": {
        "name": "香港",
        "cp": [114.2578, 22.3242],
        "childNum": 1
      },
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [114.6094, 22.4121],
            [114.5215, 22.1484],
            [114.3457, 22.1484],
            [113.9063, 22.1484],
            [113.8184, 22.1924],
            [113.9063, 22.4121],
            [114.1699, 22.5439],
            [114.3457, 22.5439],
            [114.4336, 22.5439],
            [114.4336, 22.4121],
            [114.6094, 22.4121]
          ]
        ]
      }
    },
    {
      "type": "Feature",
      "id": "ao_men",
      "properties": {
        "name": "澳门",
        "cp": [113.5547, 22.1484],
        "childNum": 1
      },
      "geometry": {
        "type": "Polygon",
        "coordinates": [
          [
            [113.5986, 22.1649],
            [113.6096, 22.1265],
            [113.5547, 22.11],
            [113.5437, 22.2034],
            [113.5767, 22.2034],
            [113.5986, 22.1649]
          ]
        ]
      }
    }
  ]
}

3.ChinaMap子组件封装

这部分代码中,我下载的china.json文件和tsx文件在同一目录下,因此可以直接使用import china from './china.json';导入,具体的导入需要根据你下载的china.json存储路径来修改!

tsx 复制代码
import china from './china.json';
import * as echarts from 'echarts'; //全局引入 ,可按需引入
import { useEffect, useRef } from 'react';
 
const ChinaMap = (props) => {
  const chartRef = useRef();
  const topNumber = props.data[0].value;
  const bottomNumber = props.data[props.data.length - 1].value;
 
  const echartsMapClick = () => {
    //点击地图模块逻辑事件
  };
 
  const mapOption = (mapName, data) => {
    const myChart = echarts.init(chartRef.current);
 
    echarts.registerMap(mapName, data);
    const option = {
      tooltip: {
        backgroundColor: 'rgba(21, 24, 45, 0.9)', // 提示框浮层的背景颜色。
        textStyle: {
          // 提示框浮层的文本样式。
          color: '#fff',
          fontSize: 14,
        },
        extraCssText: 'border-color: rgba(21, 24, 45, 0.9);',
        formatter: function (params) {
          //数据格式化
          const val = params.value ? params.value : 0;
          if (params.value) {
            return (
              params.name + '<br />' + params.seriesName + ':' + val
            );
          } else {
            return '暂无数据';
          }
        },
      },
      visualMap: {
        min: 0,
        max: topNumber,
        left: 'left',
        top: 'bottom',
        text: [topNumber, bottomNumber ], //取值范围的文字
        inRange: {
          color: ['#D2DDFF', '#6E92FF'], //取值范围的颜色
        },
        show: true, //图注
      },
      geo: {
        map: 'china',
        roam: false, //不开启缩放和平移
        zoom: 1.23, //视角缩放比例
        label: {
          normal: {
            show: true,
            fontSize: '10',
            color: 'rgba(0,0,0,0.7)',
          },
        },
        itemStyle: {
          normal: {
            borderColor: 'rgba(0, 0, 0, 0.2)',
          },
          emphasis: {
            areaColor: '#4BD6C7', //鼠标选择区域颜色
            shadowOffsetX: 0,
            shadowOffsetY: 0,
            shadowBlur: 20,
            borderWidth: 0,
            shadowColor: 'rgba(0, 0, 0, 0.5)',
          },
        },
      },
      series: [
        {
          name:'人口',
          type: 'map',
          geoIndex: 0,
          data: props.data,
        },
      ],
    };
    myChart.setOption(option); //绘图
    //点击画布内还是画布外
    myChart.getZr().on('click', (params) => {
      if (params.target) {
        myChart.on('click', echartsMapClick); //增加点击事件
      }
    });
  };
  const loadingChina = () => {
    mapOption('china', china); //初始化-创建中国地图
  };
 
  useEffect(() => {
    loadingChina();
  }, [props.data]);
 
  return <div style={{ width: '100%', minHeight: '500px' }} ref={chartRef} />;
};
export default ChinaMap;
4.父组件应用

创建一个新的React组件,直接在return中返回地图组件,但是需要带上数据!

html 复制代码
// 使用 Map
<ChainMap data={dataList} />

具体的数据格式按照

c 复制代码
const list = [{'name':'武汉','value':20000},{'name':'重庆','value':4000}];
5.效果展示

3.遇到的坑和解决方法

  1. 地图无法显示 :确保 leaflet.css 被正确引入,且容器的高度和宽度被设置(例如通过 style 属性)。

  2. GeoJSON 数据格式问题 :如果 GeoJSON 数据格式不正确,地图可能不会显示。确保你的 GeoJSON 文件是有效的,可以使用 GeoJSONLint 来验证。

  3. 地图中心和缩放级别 :根据你的需要调整地图的中心点和缩放级别。在中国地图的例子中,我们选择了 [35.86166, 104.195397] 作为中心点,缩放级别为 4

  4. 性能问题 :如果 GeoJSON 数据非常大,可能会导致性能问题。可以考虑简化 GeoJSON 数据或使用 react-leaflet 提供的其他优化技术。

上面这些问题我倒是没遇到,但是我渲染完数据之后,发现有时候加载地图那个界面有时候会加载不出来,经过排查后发现:问题出现在这一段代码中

c 复制代码
visualMap: {
        min: 0,
        max: topNumber,
        left: 'left',
        top: 'bottom',
        text: [topNumber, bottomNumber ], //取值范围的文字
        inRange: {
          color: ['#D2DDFF', '#6E92FF'], //取值范围的颜色
        },
        show: true, //图注
      }

为什么会出现上面的问题呢,因为,后面接入系统后,地图中的数据是通过请求后端接口获得的,而如果有时候因为各种原因后端没有及时返回数据,那么这个max:topNumber 就没有对应的数值,那么加载地图就会直接报错

cmd 复制代码
SyntaxError: Failed to execute 'addColorStop' on 'CanvasGradient': The value provided ('undefined') could not be parsed as a color.

具体解决方法,在给topNumber赋值时,不要直接给它赋值,要考虑如果后端没有获取到数据的i情况,具体如下所示:

c 复制代码
  const values = props.data.map((item) => item.value);
  const hasValues = values.length > 0;
  const topNumber = hasValues ? Math.max(...values) : 0;
  const bottomNumber = hasValues ? Math.min(...values) : 0;
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