├── docs ├── covid │ ├── apt.jpg │ ├── cd.jpg │ ├── git.jpg │ ├── pip.jpg │ ├── run.jpg │ ├── sql.jpg │ ├── mysql.jpg │ ├── pip2.jpg │ ├── chrome.jpg │ ├── config.jpg │ ├── driver.jpg │ ├── mysql2.jpg │ ├── python.jpg │ ├── python2.jpg │ ├── tables.jpg │ ├── version.jpg │ └── systemctl.jpg └── LINUX.md ├── static ├── railgun.ico ├── js │ ├── time.js │ ├── ec-wordcloud.js │ ├── ec-r1.js │ ├── ec-map.js │ ├── ec-l2.js │ ├── ec-l1.js │ ├── controller.js │ ├── echarts-wordcloud.min.js │ ├── china.js │ └── jquery-3.6.0.min.js └── css │ └── main.css ├── requirements.txt ├── config.py ├── database.txt ├── README.md ├── templates └── main.html ├── utils.py ├── main.py └── spider.py /docs/covid/apt.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/apt.jpg -------------------------------------------------------------------------------- /docs/covid/cd.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/cd.jpg -------------------------------------------------------------------------------- /docs/covid/git.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/git.jpg -------------------------------------------------------------------------------- /docs/covid/pip.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/pip.jpg -------------------------------------------------------------------------------- /docs/covid/run.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/run.jpg -------------------------------------------------------------------------------- /docs/covid/sql.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/sql.jpg -------------------------------------------------------------------------------- /static/railgun.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/static/railgun.ico -------------------------------------------------------------------------------- /docs/covid/mysql.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/mysql.jpg -------------------------------------------------------------------------------- /docs/covid/pip2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/pip2.jpg -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | simplejson 2 | flask 3 | requests 4 | selenium 5 | bs4 6 | jieba 7 | pymysql -------------------------------------------------------------------------------- /docs/covid/chrome.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/chrome.jpg -------------------------------------------------------------------------------- /docs/covid/config.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/config.jpg -------------------------------------------------------------------------------- /docs/covid/driver.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/driver.jpg -------------------------------------------------------------------------------- /docs/covid/mysql2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/mysql2.jpg -------------------------------------------------------------------------------- /docs/covid/python.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/python.jpg -------------------------------------------------------------------------------- /docs/covid/python2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/python2.jpg -------------------------------------------------------------------------------- /docs/covid/tables.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/tables.jpg -------------------------------------------------------------------------------- /docs/covid/version.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/version.jpg -------------------------------------------------------------------------------- /docs/covid/systemctl.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Fitz161/covidMap/HEAD/docs/covid/systemctl.jpg -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- 1 | USER = '' 2 | PASSWORD = '' 3 | HOST = 'localhost' 4 | DATABASE = 'covid' 5 | PORT = 8888 # web服务所在端口 6 | PAUSE = 6 # 爬虫程序每多少小时执行一次进行数据更新 -------------------------------------------------------------------------------- /static/js/time.js: -------------------------------------------------------------------------------- 1 | Date.prototype.format = function (fmt) { 2 | var o = { 3 | "M+": this.getMonth() + 1, //月份 4 | "d+": this.getDate(), //日 5 | "h+": this.getHours(), //小时 6 | "m+": this.getMinutes(), //分 7 | "s+": this.getSeconds(), //秒 8 | "q+": Math.floor((this.getMonth() + 3) / 3), //季度 9 | "S": this.getMilliseconds() //毫秒 10 | }; 11 | 12 | if (/(y+)/.test(fmt)) { 13 | fmt = fmt.replace(RegExp.$1, (this.getFullYear() + "").substr(4 - RegExp.$1.length)); 14 | } 15 | 16 | for (var k in o) { 17 | if (new RegExp("(" + k + ")").test(fmt)) { 18 | fmt = fmt.replace( 19 | RegExp.$1, (RegExp.$1.length == 1) ? (o[k]) : (("00" + o[k]).substr(("" + o[k]).length))); 20 | } 21 | } 22 | return fmt; 23 | } 24 | 25 | function updateTime() { 26 | date = new Date().format("yyyy年MM月dd日 hh:mm:ss"); 27 | $('#time').html(date); 28 | } 29 | setInterval(updateTime, 1000); 30 | -------------------------------------------------------------------------------- /database.txt: -------------------------------------------------------------------------------- 1 | CREATE DATABASE covid; 2 | 3 | USE covid; 4 | 5 | CREATE TABLE history ( 6 | ds datetime NOT NULL, 7 | confirm int(11) DEFAULT NULL, 8 | confirm_add int(11) DEFAULT NULL, 9 | suspect int(11) DEFAULT NULL, 10 | suspect_add int(11) DEFAULT NULL, 11 | heal int(11) DEFAULT NULL, 12 | heal_add int(11) DEFAULT NULL, 13 | dead int(11) DEFAULT NULL, 14 | dead_add int(11) DEFAULT NULL, 15 | PRIMARY KEY(ds) USING BTREE 16 | ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4; 17 | 18 | 19 | CREATE TABLE details( 20 | id int(11) NOT NULL AUTO_INCREMENT, 21 | update_time datetime DEFAULT NULL, 22 | province VARCHAR(50) DEFAULT NULL, 23 | city VARCHAR(50) DEFAULT NULL, 24 | confirm int(11) DEFAULT NULL, 25 | confirm_add int(11) DEFAULT NULL, 26 | heal int(11) DEFAULT NULL, 27 | dead int(11) DEFAULT NULL, 28 | PRIMARY KEY(id) 29 | ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4; 30 | 31 | 32 | CREATE TABLE hotsearch( 33 | id int(11) NOT NULL AUTO_INCREMENT, 34 | dt datetime DEFAULT NULL ON UPDATE CURRENT_TIMESTAMP, 35 | content varchar(255) DEFAULT NULL, 36 | PRIMARY KEY(id) 37 | ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4; -------------------------------------------------------------------------------- /static/js/ec-wordcloud.js: -------------------------------------------------------------------------------- 1 | let ecWordCloud = echarts.init(document.getElementById('r2'));//, "dark");需下载dark主题 2 | 3 | var data2 = [{}, {}]; 4 | 5 | var wordCloudOption = { 6 | title: [ 7 | { 8 | text: '今日百度热搜', 9 | left: 'left', 10 | textStyle: { 11 | color: 'white' 12 | } 13 | } 14 | ], 15 | tootip: { 16 | show: false 17 | }, 18 | series: [{ 19 | type: 'wordCloud', 20 | gridSize: 1, 21 | sizeRange: [12, 55], 22 | rotationRange: [-45, 0, 45, 90], 23 | textStyle: { 24 | color: function () { //新版echarts随机颜色设置不用写在normal中，否则可能会失效 25 | return 'rgb(' + [ 26 | Math.round(Math.random() * 255), 27 | Math.round(Math.random() * 255), 28 | Math.round(Math.random() * 255) 29 | ].join(',') + ')' 30 | }, 31 | emphasis: { 32 | shadowBlur: 10, 33 | shadowColor: '#333' 34 | } 35 | }, 36 | right: null, 37 | bottom: null, 38 | data: [] 39 | }] 40 | } 41 | 42 | wordCloudOption && ecWordCloud.setOption(wordCloudOption); -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 |
2 | 3 | # 疫情地图 4 | 5 | 基于[ Flask ](https://github.com/pallets/flask)框架以及[ echarts ](https://github.com/apache/echarts/)开发的疫情可视化网页 6 | 7 | ![Python Version](https://img.shields.io/badge/python-3.6+-blue.svg) 8 |
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11 | 12 | ### 项目介绍 13 |
14 | 15 | 本项目基于[ Python爬取疫情实战 ](https://www.bilibili.com/video/BV177411j7qJ)开发。可点击 [此处](http://yorushika.xyz:8888/) 预览成功部署后的页面。本项目使用Flask作为web服务框架，提供后台数据接口，利用python实现公开数据的抓取并插入数据库，前端基于jquery使用ajax异步加载数据，echarts根据填充的数据进行可视化。 16 |
17 | 18 |
19 | 20 | ### 安装使用 21 |
22 | 23 | - [ Linux服务器部署教程 ](docs/LINUX.md) 24 | - 安装python3.6以上版本和mysql数据库(推荐5.7版本) 25 | - 按照 `database.txt` 中的内容配置好mysql数据库 26 | - 安装 Google Chrome 和 chromedriver 27 | - 克隆项目到本地 `git clone --depth=1 https://github.com/Fitz161/covidMap.git`，或者下载源码压缩包并解压 28 | - 切换到项目所在目录 `cd covidMap/` 29 | - 安装依赖的包 `pip install -r requirements.txt -i https://pypi.douban.com/simple` 30 | - 打开config.py文件配置数据库账号 31 | - 手动更新数据 `python spider.py` 32 | - 开启服务 `python main.py` 33 | 34 |
35 | 36 | ### 注意事项 37 |
38 | 39 | - Chrome浏览器在 [此处](https://www.google.cn/chrome/index.html) 下载安装，在设置中查看Chrome版本，并前往 [此处](https://chromedriver.storage.googleapis.com/index.html) 下载与Chrome主版本一致的chromedriver，并复制到项目所在目录。 40 | - 仅需本地部署服务时(或本地运行时遇到无法访问此网站)，需删去`main.py`最后一行的`host`参数 41 | - 项目启动前需手动更新一次数据，之后程序会每隔6小时自动更新数据(程序需持续运行)，可在`config.py`中修改 -------------------------------------------------------------------------------- /static/js/ec-r1.js: -------------------------------------------------------------------------------- 1 | var ecRight1 = echarts.init(document.getElementById('r1')); 2 | 3 | right1Option = { 4 | 5 | title: [ 6 | { 7 | text: '省份/地区新增确诊TOP5', 8 | left: 'left', 9 | textStyle: { 10 | color: 'white' 11 | } 12 | }, 13 | 14 | ], 15 | color: ['#3398DB'], 16 | tooltip: { 17 | trigger: 'axis', 18 | axisPointer: { 19 | type: 'shadow', 20 | } 21 | }, 22 | 23 | xAxis: [ 24 | { 25 | type: 'category', 26 | data: [], 27 | axisLabel: { 28 | color: 'white', 29 | } 30 | }, 31 | ], 32 | yAxis: [ 33 | { 34 | type: 'value', 35 | axisLabel: { 36 | color: 'white', 37 | formatter: function (value) { 38 | if (value >= 1000) { 39 | value = value / 1000 + 'k'; 40 | } 41 | return value; 42 | } 43 | }, 44 | axisLine: { 45 | show: true 46 | }, 47 | splitLine: { 48 | show: true, 49 | lineStyle: { 50 | color: '#17273B', 51 | width: 1, 52 | type: 'solid' 53 | } 54 | } 55 | } 56 | ], 57 | series: [ 58 | { 59 | type: 'bar', //条形图 60 | barMaxWidth: '50%', 61 | data: [] 62 | } 63 | ] 64 | }; 65 | 66 | right1Option && ecRight1.setOption(right1Option); -------------------------------------------------------------------------------- /templates/main.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 疫情监控 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 |
全国疫情实时追踪
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累计确诊

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新增确诊

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累计治愈

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累计死亡

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50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | -------------------------------------------------------------------------------- /static/js/ec-map.js: -------------------------------------------------------------------------------- 1 | let echartsMap = echarts.init(document.getElementById('c2'));//, "dark");需下载dark主题 2 | 3 | var myData = [{}, {}]; 4 | 5 | var mapOption = { 6 | title: { 7 | text: '',//'新增确诊人数', 8 | subtext: '', 9 | left: 'center', 10 | 11 | }, 12 | tooltip: { 13 | trigger: 'item' 14 | }, 15 | //左侧导航图标 16 | visualMap: { 17 | show: true, 18 | x: 'left', 19 | y: 'bottom', 20 | textStyle: { 21 | fontSize: 8, 22 | color: '8A3310' 23 | }, 24 | splitList: [ 25 | { start: 0, end: 0 }, 26 | { start: 1, end: 9 }, 27 | { start: 10, end: 99 }, 28 | { start: 100, end: 999 }, 29 | { start: 1000 } 30 | //{start:1000, end:9999}, 31 | //{start:10000} 32 | ], 33 | color: ['#8A3310', '#C64918', '#E55B25', '#F2AD92', '#F9DCD1'] 34 | }, 35 | // 配置属性 36 | series: [{ 37 | name: '新增确诊人数',//累计确诊人数', 38 | type: 'map', 39 | mapType: 'china', 40 | roam: false, //拖动和缩放 41 | itemStyle: { 42 | normal: { 43 | borderWidth: .5, 44 | borderColor: '#009FE8', 45 | areaColor: '#FFEFD5' 46 | }, 47 | emphasis: { //鼠标滑过地图时高亮的设置 48 | borderWidth: .5, 49 | borderColor: '#4B0082', 50 | areaColor: '#FFF' 51 | } 52 | }, 53 | label: { 54 | normal: { 55 | show: true,//省份名称 56 | fontSize: 8 57 | }, 58 | emphasis: { 59 | show: true, 60 | fontSize: 8 61 | } 62 | }, 63 | data: myData 64 | }] 65 | }; 66 | echartsMap.setOption(mapOption) -------------------------------------------------------------------------------- /static/css/main.css: -------------------------------------------------------------------------------- 1 | body{ 2 | margin: 0; 3 | background-color: rgba(10, 6, 6, 0.795); 4 | } 5 | 6 | #title{ /*选中id为title的块*/ 7 | position: absolute; 8 | width: 40%; /*width，height指定自身宽高，top，right指定左上角的位置*/ 9 | height: 10%; 10 | top: 0; /*指定位置顶格*/ 11 | left: 30%; /*上述表明顶格，据左边30%，自身长度40%，高度10%*/ 12 | color: white; /*字体颜色 */ 13 | font-size: 35px; 14 | /* background-color: chocolate; */ 15 | 16 | /*居中*/ 17 | display: flex; 18 | align-items: center; 19 | justify-content: center; /* 竖直居中 */ 20 | } 21 | 22 | .num{ 23 | width: 25%; /*占父级元素25%的宽度，向左漂浮显示*/ 24 | float: left; 25 | color: gold; 26 | display: flex; 27 | align-items: center; 28 | justify-content: center; 29 | font-size: 18px; 30 | } 31 | 32 | .txt{ 33 | width: 25%; /*占父级元素25%的宽度，向左漂浮显示*/ 34 | float: left; 35 | font-family: '幼圆'; 36 | 37 | display: flex; 38 | align-items: center; 39 | justify-content: center; 40 | } 41 | 42 | #time{ 43 | position: absolute; 44 | /* width: 20%; */ 45 | height: 10%; 46 | top: 5%; 47 | right: 2%; 48 | /* background-color: cyan; */ 49 | color: white; 50 | font-size: 20px; 51 | } 52 | 53 | #c1{ /*选中id为c1的块*/ 54 | position: absolute; 55 | width: 40%; 56 | height: 30%; 57 | top: 10%; 58 | left: 30%; 59 | color: white; 60 | /* background-color: aquamarine; */ 61 | } 62 | 63 | #c2{ /*选中id为c2的块*/ 64 | position: absolute; 65 | width: 40%; 66 | height: 60%; 67 | top: 40%; 68 | left: 30%; 69 | /* background-color: rgb(21, 156, 180); */ 70 | } 71 | 72 | #l1{ 73 | position: absolute; 74 | width: 30%; 75 | height: 45%; 76 | top: 10%; 77 | left: 0; 78 | /* background-color: rgb(8, 141, 101); */ 79 | } 80 | 81 | #l2{ 82 | position: absolute; 83 | width: 30%; 84 | height: 45%; 85 | top: 55%; 86 | left: 0; 87 | /* background-color: rgb(187, 58, 129); */ 88 | } 89 | 90 | #r1{ 91 | position: absolute; 92 | width: 30%; 93 | height: 45%; 94 | top: 10%; 95 | right: 0; 96 | /* background-color: rgb(233, 213, 32); */ 97 | } 98 | 99 | #r2{ 100 | position: absolute; 101 | width: 30%; 102 | height: 45%; 103 | top: 55%; 104 | right: 0; 105 | /* background-color: rgb(111, 20, 196); */ 106 | } -------------------------------------------------------------------------------- /static/js/ec-l2.js: -------------------------------------------------------------------------------- 1 | var ecLeft2 = echarts.init(document.getElementById('l2')); 2 | 3 | left2Option = { 4 | 5 | title: [ 6 | { 7 | text: '全国新增趋势', 8 | left: 'left', 9 | textStyle: { 10 | color: 'white' 11 | } 12 | }, 13 | 14 | ], 15 | tooltip: { 16 | trigger: 'axis', 17 | axisPointer: { 18 | type: 'line', 19 | lineStyle: { 20 | color: '#7171C6' 21 | } 22 | } 23 | }, 24 | legend: { 25 | data: ['新增确诊', '新增疑似', '新增治愈', '新增死亡'], 26 | left: 'right', 27 | textStyle: { 28 | color: 'white' 29 | } 30 | }, 31 | 32 | grid: { 33 | left: '4%', 34 | right: '6%', 35 | bottom: '4%', 36 | top: 50, 37 | containLabel: true 38 | }, 39 | xAxis: [ 40 | { 41 | type: 'category', 42 | data: [] 43 | }, 44 | ], 45 | yAxis: [ 46 | { 47 | type: 'value', 48 | axisLabel: { 49 | show: true, 50 | color: 'white', 51 | fontSize: 12, 52 | formatter: function (value) { 53 | if (value > 1000) { 54 | value = value / 1000 + 'k'; 55 | } 56 | return value; 57 | } 58 | }, 59 | axisLine: { 60 | show: true 61 | }, 62 | splitLine: { 63 | show: true, 64 | lineStyle: { 65 | color: '#17273B', 66 | width: 1, 67 | type: 'solid' 68 | } 69 | } 70 | }, 71 | ], 72 | series: [ 73 | { 74 | name: '新增确诊', 75 | type: 'line', 76 | //smooth: true, 77 | data: [] 78 | }, 79 | { 80 | name: '新增疑似', 81 | type: 'line', 82 | //smooth: true, 83 | data: [] 84 | }, 85 | { 86 | name: '新增治愈', 87 | type: 'line', 88 | //smooth: true, 89 | data: [] 90 | }, 91 | { 92 | name: '新增死亡', 93 | type: 'line', 94 | //smooth: true, 95 | data: [] 96 | }, 97 | ] 98 | }; 99 | 100 | left2Option && ecLeft2.setOption(left2Option); -------------------------------------------------------------------------------- /static/js/ec-l1.js: -------------------------------------------------------------------------------- 1 | var ecLeft1 = echarts.init(document.getElementById('l1')); 2 | 3 | const data = [[], []]; 4 | const dateList = data.map(function (item) { 5 | return item[0]; 6 | }); 7 | 8 | left1Option = { 9 | 10 | title: [ 11 | { 12 | text: '全国累计趋势', 13 | left: 'left', 14 | textStyle: { 15 | color: 'white' 16 | } 17 | }, 18 | 19 | ], 20 | tooltip: { 21 | trigger: 'axis', 22 | axisPointer: { 23 | type: 'line', 24 | lineStyle: { 25 | color: '#7171C6' 26 | } 27 | } 28 | }, 29 | legend: { 30 | data: ['累计确诊', '现有疑似', '累计治愈', '累计死亡'], 31 | left: 'right', 32 | textStyle: { 33 | color: 'white' 34 | } 35 | }, 36 | 37 | grid: { 38 | left: '4%', 39 | right: '6%', 40 | bottom: '4%', 41 | top: 50, 42 | containLabel: true 43 | }, 44 | xAxis: [ 45 | { 46 | type: 'category', 47 | data: [] 48 | }, 49 | ], 50 | yAxis: [ 51 | { 52 | type: 'value', 53 | axisLabel: { 54 | show: true, 55 | color: 'white', 56 | fontSize: 12, 57 | formatter: function (value) { 58 | if (value > 1000) { 59 | value = value / 1000 + 'k'; 60 | } 61 | return value; 62 | } 63 | }, 64 | axisLine: { 65 | show: true 66 | }, 67 | splitLine: { 68 | show: true, 69 | lineStyle: { 70 | color: '#17273B', 71 | width: 1, 72 | type: 'solid' 73 | } 74 | } 75 | }, 76 | ], 77 | series: [ 78 | { 79 | name: '累计确诊', 80 | type: 'line', 81 | smooth: true, 82 | data: [] 83 | }, 84 | { 85 | name: '现有疑似', 86 | type: 'line', 87 | smooth: true, 88 | data: [] 89 | }, 90 | { 91 | name: '累计治愈', 92 | type: 'line', 93 | smooth: true, 94 | data: [] 95 | }, 96 | { 97 | name: '累计死亡', 98 | type: 'line', 99 | smooth: true, 100 | data: [] 101 | }, 102 | ] 103 | }; 104 | 105 | left1Option && ecLeft1.setOption(left1Option); -------------------------------------------------------------------------------- /static/js/controller.js: -------------------------------------------------------------------------------- 1 | function getC1Data() { 2 | $.ajax({ 3 | url: '/c1', 4 | success: function (jsonData) { 5 | //分别选中各个元素并填充内容 6 | console.log(jsonData); 7 | $('.num h1').eq(0).text(jsonData.confirm); 8 | $('.num h1').eq(1).text(jsonData.confirm_add); 9 | $('.num h1').eq(2).text(jsonData.heal); 10 | $('.num h1').eq(3).text(jsonData.dead); 11 | }, error: console.error('请求c1数据失败') 12 | }) 13 | } 14 | getC1Data(); 15 | 16 | function getC2Data() { 17 | $.ajax({ 18 | url: '/c2', 19 | success: function (jsonData) { 20 | console.log(jsonData); 21 | mapOption.series[0].data = jsonData.keyData; 22 | echartsMap.setOption(mapOption); 23 | }, error: console.error('请求c2数据失败') 24 | }) 25 | } 26 | getC2Data(); 27 | 28 | function getL1Data() { 29 | $.ajax({ 30 | url: '/l1', 31 | success: function (data){ 32 | console.log(data) 33 | left1Option.xAxis[0].data = data.day; 34 | left1Option.series[0].data = data.confirm; 35 | left1Option.series[1].data = data.suspect; 36 | left1Option.series[2].data = data.heal; 37 | left1Option.series[3].data = data.dead; 38 | ecLeft1.setOption(left1Option); 39 | }, error: console.error('请求l1数据失败') 40 | }) 41 | } 42 | getL1Data(); 43 | 44 | function getL2Data() { 45 | $.ajax({ 46 | url: '/l2', 47 | success: function (data){ 48 | console.log(data) 49 | left2Option.xAxis[0].data = data.day; 50 | left2Option.series[0].data = data.confirm_add; 51 | left2Option.series[1].data = data.suspect_add; 52 | left2Option.series[2].data = data.heal_add; 53 | left2Option.series[3].data = data.dead_add; 54 | ecLeft2.setOption(left2Option); 55 | }, error: console.error('请求l2数据失败') 56 | }) 57 | } 58 | getL2Data(); 59 | 60 | function getR1Data() { 61 | $.ajax({ 62 | url: '/r1', 63 | success: function (data){ 64 | console.log(data) 65 | right1Option.xAxis[0].data = data.province; 66 | right1Option.series[0].data = data.confirm_add; 67 | ecRight1.setOption(right1Option); 68 | }, error: console.error('请求r1数据失败') 69 | }) 70 | } 71 | getR1Data(); 72 | 73 | function getR2Data() { 74 | $.ajax({ 75 | url: '/r2', 76 | success: function (data){ 77 | console.log(data); 78 | wordCloudOption.series[0].data = data.keywords; 79 | ecWordCloud.setOption(wordCloudOption); 80 | }, error: console.error('请求r2数据失败') 81 | }) 82 | } 83 | getR2Data(); -------------------------------------------------------------------------------- /docs/LINUX.md: -------------------------------------------------------------------------------- 1 | # Linux服务器部署疫情地图 2 | **若图片无法正常显示，可从 [此处](https://zhuanlan.zhihu.com/p/516501658) 查看教程** 3 | 4 | 本文演示环境为ubuntu20.04 5 | ## 更新apt源 6 | `sudo apt update` 7 | ![](covid/apt.jpg) 8 | `sudo apt upgrade` 9 | 安装需要的工具 10 | `sudo apt install git unzip` 11 | 12 | ## 下载项目源码 13 | `git clone https://gitee.com/fitz161/covidMap.git` 14 | ![](covid/git.jpg) 15 | 切换到项目根目录 16 | ![](covid/cd.jpg) 17 | 18 | ## 安装MySQL 19 | ### 安装最新版MySQL 20 | `sudo apt install mysql-server` 21 | ![](covid/mysql.jpg) 22 | `systemctl status mysql` 查看MySQL服务是否正常运行 23 | ![](covid/systemctl.jpg) 24 | ### 安装其他版本MySQL 25 | ``` 26 | # 添加MySQL源 27 | wget https://repo.mysql.com//mysql-apt-config_0.8.22-1_all.deb 28 | 29 | apt install ./mysql-apt-config_0.8.12-1_all.deb 30 | 31 | # 安装指定版本MySQL 32 | apt install mysql-server=5.7.31-1ubuntu18.04 33 | ``` 34 | 35 | ## 安装chrome 36 | 下载并安装最新版本deb包 37 | `wget https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb` 38 | 39 | `apt install ./google-chrome-stable_current_amd64.deb` 40 | ![](covid/chrome.jpg) 41 | 42 | `apt install google-chrome-stable` 43 | 出现下方内容说明chrome已经安装成功，还可以看到版本信息 44 | ![](covid/version.jpg) 45 | 46 | 我们可以根据版本去 [官网](https://chromedriver.storage.googleapis.com/index.html) 下载对应版本的chromedriver，没有该版本时下载近似版本也可 47 | ![](covid/driver.jpg) 48 | 解压到项目根目录 49 | `unzip chromedriver_linux64.zip` 50 | 51 | ## 配置数据库 52 | ![](covid/mysql2.jpg) 53 | 输入mysql进入MySQL命令行界面 54 | ``` 55 | # 修改root用户密码 56 | ALTER USER 'root'@'localhost' IDENTIFIED BY 'root用户新密码' 57 | # 创建新用户covid并设置密码 58 | CREATE USER covid@'localhost' IDENTIFIED BY 'covid用户新密码'; 59 | # 给与covid用户访问权限 60 | GRANT ALL PRIVILEGES ON covid.* TO 'covid'@'localhost' 61 | ``` 62 | 也可以不创建新用户，直接使用root账号操作数据库，这样可能会有安全上的问题 63 | ![](covid/mysql2.jpg) 64 | 65 | 复制database.txt的全部语句并在mysql命令行界面执行 66 | ![](covid/sql.jpg) 67 | 68 | `show tables` 69 | 出现这个界面说明数据库已经配置完成 70 | ![](covid/tables.jpg) 71 | 72 | ## 配置并启动项目 73 | 安装必需的第三方模块 74 | `pip install -r requirements.txt -i https://pypi.douban.com/simple` 75 | 如果报错找不到pip，换成pip3再重试，也可以安装pip 76 | ![](covid/pip.jpg) 77 | ![](covid/pip2.jpg) 78 | 79 | 使用vim等文本编辑器打开`config.py`， 修改数据库账号和密码，端口推荐改成80，这样在很多情况下不用配置防火墙，且可以直接通过IP/域名访问网站 80 | 81 | 手动更新一次数据 82 | ![](covid/python.jpg) 83 | 启动服务 84 | ![](covid/python2.jpg) 85 | 86 | 浏览器输入服务器的`IP:端口号`，如果端口为80则直接输入IP即可，此时应该能打开我们的网页了 87 | 88 | 如果显示网络错误，则防火墙开启对于端口，并重启防火墙，同时在云服务器控制台放行该端口 89 | 90 | ## 后台运行服务 91 | 一般我们通过ssh工具连接到远程服务器，执行程序时，若连接断开，则该进程也会结束 92 | 93 | 使用下方的命令可以让程序运行在后台，退出终端后程序依然会在后台执行，并会将输出保存到 nohup.out 文件中 94 | `nohup python3 main.py &` 95 | 96 | 上述命令不够方便，我们可以安装终端工具screen 97 | `sudo apt install screen` 98 | 新建一个终端 `screen -S covid` 99 | 在该终端 中切换到项目目录并执行，然后使用组合键Ctrl+a, 再按下d 退出该screen终端 100 | ![](covid/run.jpg) 101 | 102 | 下次我们可以通过 `screen -r covid` 重新连接到该终端，并查看进程运行情况 103 | -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- 1 | import pymysql 2 | 3 | from config import * 4 | 5 | def get_database(): 6 | db = pymysql.connect(host=HOST, user=USER, passwd=PASSWORD, database=DATABASE) 7 | if db.open: 8 | cursor = db.cursor() 9 | return db, cursor 10 | else: 11 | raise Exception('数据库连接失败') 12 | 13 | def close_database(db, cursor): 14 | cursor.close() 15 | db.close() 16 | 17 | def query(sql:str, *args): 18 | db, cursor = get_database() 19 | cursor.execute(sql, args) 20 | result = cursor.fetchall() 21 | close_database(db, cursor) 22 | return result 23 | 24 | def get_c1_data()->tuple: 25 | sql = """ 26 | select 27 | (select max(confirm) from history), 28 | (select confirm_add from history order by ds desc limit 1), 29 | sum(heal), 30 | sum(dead) 31 | from details 32 | where update_time=(select update_time from details order by update_time desc limit 1) 33 | """ 34 | #select语句可以嵌套 35 | #select update_time from details order by update_time desc limit 1 36 | #按时间字段倒叙排序，选中第一个（即时间最新的），然后执行前面的sum操作 37 | return query(sql)[0] 38 | 39 | def get_c2_data(): 40 | sql = """ 41 | select province,sum(confirm_add) from details 42 | where update_time=(select update_time from details order by update_time desc limit 1) 43 | group by province 44 | """ 45 | # group by province将province字段相同的条目分成一组， 46 | # select province,sum(confirm) 选出每一组中的province字段，和每一组中confirm字段sum后的数据 47 | return query(sql) 48 | 49 | def get_l1_data(): 50 | sql = """ 51 | select ds,confirm,suspect,heal,dead from history 52 | """ 53 | return query(sql) 54 | 55 | def get_l2_data(): 56 | sql = """ 57 | select ds,confirm_add,suspect_add,heal_add,dead_add from history 58 | """ 59 | return query(sql) 60 | 61 | def get_r1_data(): 62 | sql = """ 63 | select city,confirm from 64 | ( 65 | select city,confirm from details 66 | where update_time=(select update_time from details order by update_time desc limit 1) 67 | and province not in ("北京","上海","天津","重庆") 68 | union all 69 | select province as city,sum(confirm) as confirm from details 70 | where update_time=(select update_time from details order by update_time desc limit 1) 71 | and province in ("北京","上海","天津","重庆") group by province 72 | ) 73 | as city_confirm 74 | order by confirm desc limit 5 75 | """ 76 | # 中间部分的上半部分选中了province为非直辖市的最新记录，下半部分选中province为直辖市的最新记录， 77 | # 然后按照province分组，并将每组中province字段作为city字段的内容，sum(confirm)更名为confirm 78 | # 即将一个直辖市下几个区的确诊数据合并到一起，union 拼接组合两个结果表，all表示不消除重复行 79 | # 生成的表必须要有名称，as city_confirm指定表名为city_confirm 80 | sql2 = """ 81 | select province,sum(confirm_add) as confirm_add from details 82 | where update_time=(select update_time from details order by update_time desc limit 1) 83 | group by province 84 | order by confirm_add desc limit 5 85 | """ 86 | # 获取新增确诊最多的省份/地区 87 | return query(sql2) 88 | 89 | def get_r2_data(): 90 | sql = 'select content from ' \ 91 | '(select id,content from hotsearch order by id desc limit 30) as a ' \ 92 | 'order by id asc' 93 | #先取最后三十个（最新数据），再逆序输出（使热度高的在前） 94 | return query(sql) 95 | -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- 1 | from flask import Flask, request, render_template, jsonify, send_from_directory 2 | from jieba.analyse import extract_tags 3 | import os 4 | import string 5 | import threading 6 | 7 | from utils import * 8 | 9 | app = Flask(__name__) 10 | 11 | @app.route('/') #设置路由 12 | def handle(): 13 | return render_template('main.html') 14 | 15 | @app.route('/favicon.ico') #设置icon 16 | def favicon(): 17 | return send_from_directory(os.path.join(app.root_path, 'static'), 18 | 'railgun.ico', mimetype='image/vnd.microsoft.icon') 19 | 20 | @app.route('/c1') 21 | def c1_handle(): 22 | confirm, confirm_add, heal, dead = get_c1_data() 23 | return jsonify({ #构造字典并转成json对象 24 | 'confirm': confirm, 25 | 'confirm_add': confirm_add, 26 | 'heal': heal, 27 | 'dead': dead 28 | }) 29 | 30 | @app.route('/c2') 31 | def c2_handle(): 32 | result = [] 33 | for item in get_c2_data(): 34 | result.append({'name': item[0], 'value': item[1]}) 35 | return jsonify({'keyData': result}) 36 | 37 | @app.route('/l1') 38 | def l1_handle(): 39 | data:tuple = get_l1_data() 40 | day, confirm, suspect, heal, dead = [], [], [], [], [] 41 | for da, co, su, he, de in data: 42 | day.append(da.strftime('%m-%d')) #da为datetime类型 43 | confirm.append(co) 44 | suspect.append(su) 45 | heal.append(he) 46 | dead.append(de) 47 | return jsonify({ 48 | 'day': day, 49 | 'confirm': confirm, 50 | 'suspect': suspect, 51 | 'heal': heal, 52 | 'dead': dead 53 | }) 54 | 55 | @app.route('/l2') 56 | def l2_handle(): 57 | data:tuple = get_l2_data() 58 | date, confirm_add, suspect_add, heal_add, dead_add = [], [], [], [], [] 59 | for day, ca, sa, ha, da in data: 60 | date.append(day.strftime('%m-%d')) #date为datetime类型 61 | confirm_add.append(ca) 62 | suspect_add.append(sa) 63 | heal_add.append(ha) 64 | dead_add.append(da) 65 | return jsonify({ 66 | 'day': date, 67 | 'confirm_add': confirm_add, 68 | 'suspect_add': suspect_add, 69 | 'heal_add': heal_add, 70 | 'dead_add': dead_add 71 | }) 72 | 73 | @app.route('/r1') 74 | def r1_handle(): 75 | data = get_r1_data() 76 | province, confirm_add = [], [] 77 | for pro, con in data: 78 | province.append(pro) 79 | confirm_add.append(con) 80 | return jsonify({ 81 | 'province': province, 82 | 'confirm_add': confirm_add 83 | }) 84 | 85 | @app.route('/r2') 86 | def r2_handle(): 87 | data = get_r2_data() 88 | result = [] 89 | for index, item in enumerate(data): 90 | d = string.digits # '0123456789' 91 | hot_content = item[0].rstrip(d) #去除最后的数字 92 | hot_value = item[0][len(hot_content):] 93 | keywords = extract_tags(hot_content) # jieba提取关键字 94 | for word in keywords: 95 | if not word.isdigit(): 96 | flag = False 97 | for char in word: #判断关键字中是否有数字并剔除 98 | if char.isdigit(): 99 | flag = True 100 | if flag: 101 | continue 102 | result.append({ 103 | 'name': word, 104 | 'value': 300 + (30 - int(index)) * 5 #构造权重 105 | }) 106 | return jsonify({ 107 | 'keywords': result 108 | }) 109 | 110 | def cron_task(): 111 | from datetime import datetime 112 | from time import sleep 113 | from os import popen 114 | print(f'定时任务开启，每{PAUSE}小时自动更新数据') 115 | while True: 116 | now = datetime.now() 117 | if (now.hour % PAUSE) == 0 and now.minute == 0 and now.second == 0: 118 | task = popen('python spider.py') 119 | sleep(10) 120 | result = task.read() 121 | print(result) 122 | task.close() 123 | sleep(60*60*6 - 100) 124 | sleep(0.8) 125 | 126 | if __name__ == '__main__': 127 | threading.Thread(target=cron_task).start() 128 | # host='0.0.0.0' 用于服务器部署时允许所有IP访问，仅需本地运行时需删去或修改值为 127.0.0.1 129 | app.run(host='0.0.0.0', port=PORT) -------------------------------------------------------------------------------- /spider.py: -------------------------------------------------------------------------------- 1 | import pymysql 2 | import time 3 | import traceback 4 | import requests 5 | import json 6 | 7 | from selenium.webdriver import Chrome, ChromeOptions 8 | 9 | from config import * 10 | 11 | 12 | def get_tencent_data(): 13 | header = {'User-Agent': 14 | r'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/97.0.4692.71 Safari/537.36 Edg/97.0.1072.62'} 15 | url = 'https://api.inews.qq.com/newsqa/v1/query/inner/publish/modules/list?modules=chinaDayList,chinaDayAddList,diseaseh5Shelf,provinceCompare,diseaseh5Shelf' 16 | res = requests.get(url, headers=header).json() 17 | 18 | data = res['data'] 19 | 20 | history = {} 21 | for i in data['chinaDayList']: 22 | ds = i['y'] + '.' + i['date'] 23 | tup = time.strptime(ds, '%Y.%m.%d') 24 | ds = time.strftime('%Y-%m-%d', tup) 25 | history[ds] = {'confirm': i['confirm'], 26 | 'suspect': i['suspect'], 27 | 'heal': i['heal'], 'dead': i['dead']} 28 | 29 | for i in data['chinaDayAddList']: 30 | ds = i['y'] + '.' + i['date'] 31 | tup = time.strptime(ds, '%Y.%m.%d') 32 | ds = time.strftime('%Y-%m-%d', tup) 33 | if ds not in history.keys(): 34 | continue 35 | history[ds].update({'confirm_add': i['confirm'], 36 | 'suspect_add': i['suspect'], 37 | 'heal_add': i['heal'], 'dead_add': i['dead']}) 38 | 39 | details = [] 40 | update_time = time.strftime('%Y-%m-%d %H:%M:%S', time.localtime()) 41 | data_province = data['diseaseh5Shelf']['areaTree'][0]['children'] 42 | for pro_infos in data_province: 43 | province = pro_infos['name'] 44 | for city_infos in pro_infos['children']: 45 | city = city_infos['name'] 46 | confirm = city_infos['total']['confirm'] 47 | confirm_add = city_infos['today']['confirm'] 48 | heal = city_infos['total']['heal'] 49 | dead = city_infos['total']['dead'] 50 | details.append([update_time, province, city, confirm, 51 | confirm_add, heal, dead]) 52 | return {'history':history, 'details':details} 53 | 54 | 55 | def insert_history(data:dict): 56 | try: 57 | print(f'{time.asctime()} 开始插入数据') 58 | cursor = db.cursor() 59 | for k, v in data.items(): 60 | sql_query = f"insert into history values('{k}',{v['confirm']},{v['confirm_add']}," \ 61 | f"{v['suspect']},{v['suspect_add']},{v['heal']},{v['heal_add']}," \ 62 | f"{v['dead']},{v['dead_add']})" 63 | print(sql_query) 64 | cursor.execute(sql_query) 65 | db.commit() 66 | print(f'{time.asctime()} 完成插入数据') 67 | except: 68 | traceback.print_exc() 69 | finally: 70 | cursor.close() 71 | 72 | 73 | def update_history(data:dict): 74 | try: 75 | print(f'{time.asctime()} 开始更新历史数据') 76 | cursor = db.cursor() 77 | sql = 'select confirm from history where ds=%s' 78 | for k, v in data.items(): 79 | if len(v.keys()) != 8: 80 | continue 81 | if not cursor.execute(sql, k): 82 | sql_query = f"insert into history values('{k}',{v['confirm']},{v['confirm_add']}," \ 83 | f"{v['suspect']},{v['suspect_add']},{v['heal']},{v['heal_add']}," \ 84 | f"{v['dead']},{v['dead_add']})" 85 | cursor.execute(sql_query) 86 | db.commit() 87 | print(f'{time.asctime()} 完成更新历史数据') 88 | except: 89 | traceback.print_exc() 90 | finally: 91 | if 'cursor' in locals().keys(): 92 | cursor.close() 93 | 94 | 95 | def update_details(data:list): 96 | cursor = None 97 | try: 98 | cursor = db.cursor() 99 | # 子查询，选中update_time字段，按照id字段的降序排列顺序，选出update_time字段第一个 100 | # 将返回的时间与我们传入的时间比较，相同返回1 101 | sql = 'select %s=(select update_time from details order by id desc limit 1)' 102 | # 指定插入顺序 103 | sql_query = f"insert into details (update_time,province,city,confirm,confirm_add," \ 104 | f"heal,dead) values(%s,%s,%s,%s,%s,%s,%s)" 105 | # print(data[0][0]) 106 | cursor.execute(sql, data[0][0]) #对比最大时间戳 107 | result = cursor.fetchone()[0] 108 | if not result: 109 | print(f'{time.asctime()} 开始更新数据') 110 | for item in data: 111 | cursor.execute(sql_query, item) 112 | db.commit() 113 | print(f'{time.asctime()} 完成更新数据') 114 | else: 115 | print(f'{time.asctime()} 已是最新数据') 116 | except: 117 | traceback.print_exc() 118 | finally: 119 | if cursor: 120 | cursor.close() 121 | 122 | 123 | def getBaiduData(): 124 | option = ChromeOptions() 125 | option.add_argument('--headless') # 隐藏浏览器 126 | option.add_argument('--no-sandbox') # linux下需要添加 127 | 128 | browser = Chrome(options=option) 129 | url = 'https://top.baidu.com/board?tab=realtime' 130 | browser.get(url) 131 | 132 | xpath = '//*[@id="sanRoot"]/main/div[2]/div/div[2]/div/div[2]/a/div[1]' 133 | elements = browser.find_elements(by='xpath', value=xpath) 134 | content = [element.text for element in elements] 135 | browser.close() 136 | return content 137 | 138 | def updateHotSearch(): 139 | cursor = None 140 | try: 141 | content = getBaiduData() 142 | print(f'{time.asctime()} 开始更新热搜数据') 143 | cursor = db.cursor() 144 | sql = 'insert into hotsearch (dt,content) values(%s,%s)' 145 | ts = time.strftime('%Y-%m-%d %X') 146 | for line in content: 147 | cursor.execute(sql, (ts, line)) 148 | db.commit() 149 | print(f'{time.asctime()} 热搜数据更新完毕') 150 | except: 151 | traceback.print_exc() 152 | finally: 153 | if cursor: 154 | cursor.close() 155 | 156 | 157 | db = pymysql.connect(host=HOST, user=USER, passwd=PASSWORD, database=DATABASE) 158 | data = get_tencent_data() 159 | # insert_history(data['history']) 160 | update_history(data['history']) 161 | update_details(data['details']) 162 | updateHotSearch() 163 | db.close() 164 | 165 | -------------------------------------------------------------------------------- /static/js/echarts-wordcloud.min.js: -------------------------------------------------------------------------------- 1 | /*! 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See the NOTICE file 4 | * distributed with this work for additional information 5 | * regarding copyright ownership. The ASF licenses this file 6 | * to you under the Apache License, Version 2.0 (the 7 | * "License"); you may not use this file except in compliance 8 | * with the License. You may obtain a copy of the License at 9 | * 10 | * http://www.apache.org/licenses/LICENSE-2.0 11 | * 12 | * Unless required by applicable law or agreed to in writing, 13 | * software distributed under the License is distributed on an 14 | * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY 15 | * KIND, either express or implied. See the License for the 16 | * specific language governing permissions and limitations 17 | * under the License. 18 | */ 19 | 20 | (function (root, factory) { 21 | if (typeof define === 'function' && define.amd) { 22 | // AMD. Register as an anonymous module. 23 | define(['exports', 'echarts'], factory); 24 | } else if (typeof exports === 'object' && typeof exports.nodeName !== 'string') { 25 | // CommonJS 26 | factory(exports, require('echarts')); 27 | } else { 28 | // Browser globals 29 | factory({}, root.echarts); 30 | } 31 | }(this, function (exports, echarts) { 32 | var log = function (msg) { 33 | if (typeof console !== 'undefined') { 34 | console && console.error && console.error(msg); 35 | } 36 | } 37 | if (!echarts) { 38 | log('ECharts is not Loaded'); 39 | return; 40 | } 41 | if (!echarts.registerMap) { 42 | log('ECharts Map is not loaded') 43 | return; 44 | } 45 | echarts.registerMap('china', 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