├── README.md ├── app.py ├── requirements.txt ├── static ├── css │ └── main.css └── js │ ├── china.js │ ├── controller.js │ ├── ec_center.js │ ├── ec_left1.js │ ├── ec_left2.js │ ├── ec_right1.js │ ├── ec_right2.js │ ├── echarts-wordcloud.min.js │ └── echarts.min.js ├── templates └── main.html └── utils.py /README.md: -------------------------------------------------------------------------------- 1 | # Cov 2 | ## 网络爬虫＋Flask搭建web/Echarts可视化大屏/MySQL数据库实现大型可视化疫情数据 3 | -------------------------------------------------------------------------------- /app.py: -------------------------------------------------------------------------------- 1 | from flask import Flask, request 2 | from flask import render_template 3 | from flask import jsonify 4 | from jieba.analyse import extract_tags 5 | import utils 6 | import string 7 | import decimal 8 | import flask.json 9 | 10 | 11 | class MyJSONEncoder(flask.json.JSONEncoder): 12 | def default(self, obj): 13 | if isinstance(obj, decimal.Decimal): 14 | # Convert decimal instances to strings. 15 | return str(obj) 16 | return super(MyJSONEncoder, self).default(obj) 17 | 18 | 19 | app = Flask(__name__) 20 | app.json_encoder = MyJSONEncoder 21 | 22 | 23 | @app.route('/') 24 | def main(): 25 | return render_template("main.html") 26 | 27 | 28 | @app.route('/center') 29 | def get_cl_data(): 30 | data = utils.get_cl_data() 31 | return jsonify({"confirms": data[0], "suspect": data[1], "heal": data[2], "dead": data[3]}) 32 | 33 | 34 | @app.route('/center2') 35 | def get_c2_data(): 36 | res = [] 37 | for tup in utils.get_c2_data(): 38 | # print(tup) 39 | res.append({"name": tup[0], "value": int(tup[1])}) 40 | return jsonify({"data": res}) 41 | 42 | 43 | @app.route('/left1') 44 | def get_l1_data(): 45 | data = utils.get_l1_data() 46 | day, confirm, suspect, heal, dead = [], [], [], [], [] 47 | for a, b, c, d, e in data[7:]: 48 | day.append(a.strftime('%m-%d')) 49 | confirm.append(b) 50 | suspect.append(c) 51 | heal.append(d) 52 | dead.append(e) 53 | return jsonify({'day': day, 'confirms': confirm, 'suspect': suspect, 'heal': heal, 'dead': dead}) 54 | 55 | 56 | @app.route('/left2') 57 | def get_l2_data(): 58 | data = utils.get_l2_data() 59 | day, confirm_add, suspect_add = [], [], [] 60 | for a, b, c in data[7:]: 61 | day.append(a.strftime('%m-%d')) 62 | confirm_add.append(b) 63 | suspect_add.append(c) 64 | return jsonify({'day': day, 'confirm_add': confirm_add, 'suspect_add': suspect_add}) 65 | 66 | 67 | @app.route('/right1') 68 | def get_r1_data(): 69 | data = utils.get_r1_data() 70 | city = [] 71 | confirm = [] 72 | for k, v in data: 73 | city.append(k) 74 | confirm.append(int(v)) 75 | return jsonify({"city": city, "confirms": confirm}) 76 | 77 | 78 | @app.route('/right2') 79 | def get_r2_data(): 80 | data = utils.get_r2_data() 81 | # print(data) 82 | d = [] 83 | for i in data: 84 | k = i[0].rstrip(string.digits) 85 | v = i[0][len(k):] 86 | ks = extract_tags(k) 87 | for j in ks: 88 | if not j.isdigit(): 89 | d.append({'name': j, 'value': v}) 90 | return jsonify({'kws': d}) 91 | 92 | 93 | @app.route('/time') 94 | def get_time(): 95 | return utils.get_time() 96 | 97 | 98 | if __name__ == '__main__': 99 | app.run() 100 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | Click==7.0 2 | Flask==1.1.1 3 | itsdangerous==1.1.0 4 | jieba==0.42.1 5 | Jinja2==2.11.1 6 | MarkupSafe==1.1.1 7 | PyMySQL==0.9.3 8 | Werkzeug==1.0.0 9 | -------------------------------------------------------------------------------- /static/css/main.css: -------------------------------------------------------------------------------- 1 | body { 2 | margin: 0; 3 | padding: 0; 4 | background-color: #333; 5 | } 6 | 7 | #title { 8 | position: absolute; /* 绝对定位 */ 9 | width: 40%; 10 | height: 10%; 11 | top: 10px; 12 | left: 30%; 13 | /*background: aqua;*/ 14 | color: white; 15 | font-size: 30px; 16 | display: flex; 17 | align-content: center; 18 | justify-content: center; 19 | } 20 | 21 | #time { 22 | position: absolute; /* 绝对定位 */ 23 | /*width: 30%;*/ 24 | height: 10%; 25 | top: 5%; 26 | right: 2%; 27 | color: #fff; 28 | font-size: 20px; 29 | } 30 | 31 | #left1 { 32 | position: absolute; /* 绝对定位 */ 33 | width: 30%; 34 | height: 45%; 35 | top: 10%; 36 | left: 0; 37 | background: bisque; 38 | } 39 | 40 | #left2 { 41 | position: absolute; /* 绝对定位 */ 42 | width: 30%; 43 | height: 45%; 44 | top: 55%; 45 | left: 0; 46 | background: aqua; 47 | } 48 | 49 | #right1 { 50 | position: absolute; /* 绝对定位 */ 51 | width: 30%; 52 | height: 45%; 53 | top: 10%; 54 | right: 0; 55 | background: blanchedalmond; 56 | } 57 | 58 | #right2 { 59 | position: absolute; /* 绝对定位 */ 60 | width: 30%; 61 | height: 45%; 62 | top: 55%; 63 | right: 0; 64 | background: burlywood; 65 | } 66 | 67 | #center1 { 68 | position: absolute; /* 绝对定位 */ 69 | width: 40%; 70 | height: 30%; 71 | top: 10%; 72 | left: 30%; 73 | /*background: antiquewhite;*/ 74 | } 75 | 76 | #center2 { 77 | position: absolute; /* 绝对定位 */ 78 | width: 40%; 79 | height: 60%; 80 | top: 40%; 81 | left: 30%; 82 | background: beige; 83 | } 84 | 85 | .num { 86 | width: 25%; 87 | float: left; 88 | display: flex; 89 | align-content: center; 90 | justify-content: center; 91 | color: gold; 92 | font-size: 40px; 93 | } 94 | 95 | .txt { 96 | width: 25%; 97 | float: left; 98 | font-family: "幼圆"; 99 | display: flex; 100 | color: white; 101 | align-content: center; 102 | justify-content: center; 103 | } 104 | 105 | .txt h2 { 106 | margin: 0; 107 | } -------------------------------------------------------------------------------- /static/js/china.js: -------------------------------------------------------------------------------- 1 | /* 2 | * Licensed to the Apache Software Foundation (ASF) under one 3 | * or more contributor license agreements. 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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46 | })); 47 | -------------------------------------------------------------------------------- /static/js/controller.js: -------------------------------------------------------------------------------- 1 | function gettime() { 2 | $.ajax({ 3 | url: "/time", 4 | timeout: 10000, 5 | success: function (data) { 6 | $("#time").html(data) 7 | }, 8 | error: function () { 9 | 10 | } 11 | }) 12 | } 13 | 14 | function get_cl_data() { 15 | $.ajax({ 16 | url: "/center", 17 | success: function (data) { 18 | $(".num").eq(0).text(data.confirms); 19 | $(".num").eq(1).text(data.suspect); 20 | $(".num").eq(2).text(data.heal); 21 | $(".num").eq(3).text(data.dead); 22 | }, 23 | error: function () { 24 | 25 | } 26 | }) 27 | } 28 | 29 | function get_c2_data() { 30 | $.ajax({ 31 | url: "/center2", 32 | success: function (data) { 33 | ec_center_option.series[0].data = data.data; 34 | ec_center.setOption(ec_center_option); 35 | }, 36 | error: function () { 37 | console.log("失败了") 38 | } 39 | }) 40 | } 41 | 42 | function get_l1_data() { 43 | $.ajax({ 44 | url: "/left1", 45 | success: function (data) { 46 | ec_left1_option.xAxis[0].data = data.day; 47 | ec_left1_option.series[0].data = data.confirms; 48 | ec_left1_option.series[1].data = data.suspect; 49 | ec_left1_option.series[2].data = data.heal; 50 | ec_left1_option.series[3].data = data.dead; 51 | ec_left1.setOption(ec_left1_option); 52 | }, 53 | error: function () { 54 | console.log("失败了") 55 | } 56 | }) 57 | } 58 | 59 | function get_l2_data() { 60 | $.ajax({ 61 | url: "/left2", 62 | success: function (data) { 63 | ec_left2_option.xAxis[0].data = data.day; 64 | ec_left2_option.series[0].data = data.confirm_add; 65 | ec_left2_option.series[1].data = data.suspect_add; 66 | ec_left2.setOption(ec_left2_option); 67 | }, 68 | error: function () { 69 | console.log("失败了") 70 | } 71 | }) 72 | } 73 | 74 | function get_r1_data() { 75 | $.ajax({ 76 | url: "/right1", 77 | success: function (data) { 78 | ec_right1_option.xAxis[0].data = data.city; 79 | ec_right1_option.series[0].data = data.confirms; 80 | ec_right1.setOption(ec_right1_option); 81 | }, 82 | error: function () { 83 | console.log("失败了") 84 | } 85 | }) 86 | } 87 | 88 | function get_r2_data() { 89 | $.ajax({ 90 | url: "/right2", 91 | success: function (data) { 92 | ec_right2_option.series[0].data = data.kws; 93 | ec_right2.setOption(ec_right2_option); 94 | }, 95 | error: function () { 96 | console.log("失败了") 97 | } 98 | }) 99 | } 100 | 101 | get_r2_data(); 102 | get_r1_data(); 103 | get_l1_data(); 104 | get_l2_data(); 105 | get_c2_data(); 106 | get_cl_data(); 107 | gettime(); 108 | setInterval(gettime, 1000); 109 | setInterval(get_r1_data, 1000 * 10); 110 | setInterval(get_r2_data, 1000 * 10); 111 | setInterval(get_cl_data, 1000 * 10); 112 | setInterval(get_c2_data, 1000 * 10); 113 | setInterval(get_l1_data, 1000 * 10); 114 | setInterval(get_l2_data, 1000 * 10); 115 | 116 | -------------------------------------------------------------------------------- /static/js/ec_center.js: -------------------------------------------------------------------------------- 1 | var ec_center = echarts.init(document.getElementById('center2'), 'dark'); 2 | var mydata = [{'name': '上海', 'value': 318}, {'name': '云南', 'value': 162}]; 3 | 4 | var ec_center_option = { 5 | title: { 6 | text: '', 7 | subtext: '', 8 | x: 'left' 9 | }, 10 | tooltip: { 11 | trigger: 'item' 12 | }, 13 | visualMap: { 14 | show: true, 15 | x: 'left', 16 | y: 'bottom', 17 | textStyle: { 18 | fontSize: 8, 19 | }, 20 | splitList: [{start: 1, end: 9}, 21 | {start: 10, end: 99}, 22 | {start: 100, end: 999}, 23 | {start: 1000, end: 9999}, 24 | {start: 10000}], 25 | color: ['#8A3310', '#C64918', '#E55B25', '#F2AD92', '#F9DCD1'] 26 | }, 27 | series: [{ 28 | name: '累计确诊人数', 29 | type: 'map', 30 | mapType: 'china', 31 | roam: false, 32 | itemStyle: { 33 | normal: { 34 | borderWidth: .5, 35 | borderColor: '#009fe8', 36 | areaColor: '#ffefd5', 37 | }, 38 | emphasis: { 39 | borderWidth: .5, 40 | borderColor: '#009fe8', 41 | areaColor: '#ffefd5', 42 | } 43 | }, 44 | label: { 45 | normal: { 46 | show: true, 47 | fontSize: 8, 48 | }, 49 | emphasis: { 50 | show: true, 51 | fontSize: 8 52 | } 53 | }, 54 | data: [] 55 | }] 56 | }; 57 | ec_center.setOption(ec_center_option); -------------------------------------------------------------------------------- /static/js/ec_left1.js: -------------------------------------------------------------------------------- 1 | var ec_left1 = echarts.init(document.getElementById('left1'), 'dark'); 2 | 3 | // 指定图表的配置项和数据 4 | var ec_left1_option = { 5 | title: { 6 | text: '全国累计趋势', 7 | textStyle: { 8 | fontSize: 14, 9 | }, 10 | left: 'left', 11 | }, 12 | tooltip: { 13 | trigger: 'axis', 14 | axisPointer: { 15 | type: 'line', 16 | lineStyle: { 17 | color: '#7171C6' 18 | } 19 | } 20 | }, 21 | legend: { 22 | data: ['累计确诊', '现有疑似', '累计治愈', '累计死亡'], 23 | left: 'right', 24 | }, 25 | grid: { 26 | left: '4%', 27 | right: '6%', 28 | bottom: '4%', 29 | top: 50, 30 | containLabel: true 31 | }, 32 | xAxis: [{ 33 | type: 'category', 34 | data: ['01.20', '01.21', '01.22'] 35 | }], 36 | yAxis: [{ 37 | type: 'value', 38 | axisLabel: { 39 | show: true, 40 | color: 'white', 41 | fontSize: 12, 42 | formatter: function (value) { 43 | if (value >= 1000) { 44 | value = value / 1000 + 'k'; 45 | } 46 | return value; 47 | } 48 | }, 49 | axisLine: { 50 | show: true 51 | }, 52 | splitLine: { 53 | show: true, 54 | lineStyle: { 55 | color: '#17273B', 56 | width: 1, 57 | type: 'solid' 58 | } 59 | } 60 | }], 61 | series: [{ 62 | name: '累计确诊', 63 | type: 'line', 64 | smooth: true, 65 | data: [] 66 | }, { 67 | name: '现有疑似', 68 | type: 'line', 69 | smooth: true, 70 | data: [] 71 | }, { 72 | name: '累计治愈', 73 | type: 'line', 74 | smooth: true, 75 | data: [] 76 | }, { 77 | name: '累计死亡', 78 | type: 'line', 79 | smooth: true, 80 | data: [] 81 | }] 82 | }; 83 | ec_left1.setOption(ec_left1_option); -------------------------------------------------------------------------------- /static/js/ec_left2.js: -------------------------------------------------------------------------------- 1 | var ec_left2 = echarts.init(document.getElementById('left2'), 'dark'); 2 | 3 | // 指定图表的配置项和数据 4 | var ec_left2_option = { 5 | title: { 6 | text: '全国新增趋势', 7 | textStyle: { 8 | fontSize: 14, 9 | }, 10 | left: 'left', 11 | }, 12 | tooltip: { 13 | trigger: 'axis', 14 | axisPointer: { 15 | type: 'line', 16 | lineStyle: { 17 | color: '#7171C6' 18 | } 19 | } 20 | }, 21 | legend: { 22 | data: ['新增确诊', '新增疑似'], 23 | left: 'right', 24 | }, 25 | grid: { 26 | left: '4%', 27 | right: '6%', 28 | bottom: '4%', 29 | top: 50, 30 | containLabel: true 31 | }, 32 | xAxis: [{ 33 | type: 'category', 34 | data: [] 35 | }], 36 | yAxis: [{ 37 | type: 'value', 38 | axisLabel: { 39 | show: true, 40 | color: 'white', 41 | fontSize: 12, 42 | formatter: function (value) { 43 | if (value >= 1000) { 44 | value = value / 1000 + 'k'; 45 | } 46 | return value; 47 | } 48 | }, 49 | axisLine: { 50 | show: true 51 | }, 52 | splitLine: { 53 | show: true, 54 | lineStyle: { 55 | color: '#17273B', 56 | width: 1, 57 | type: 'solid' 58 | } 59 | } 60 | }], 61 | series: [{ 62 | name: '新增确诊', 63 | type: 'line', 64 | smooth: true, 65 | data: [] 66 | }, { 67 | name: '新增疑似', 68 | type: 'line', 69 | smooth: true, 70 | data: [] 71 | }] 72 | }; 73 | ec_left2.setOption(ec_left2_option); -------------------------------------------------------------------------------- /static/js/ec_right1.js: -------------------------------------------------------------------------------- 1 | var ec_right1 = echarts.init(document.getElementById('right1'), 'dark'); 2 | 3 | var ec_right1_option = { 4 | title:{ 5 | text:'非湖北地区城市确诊TOPS', 6 | textStyle:{ 7 | color:'white' 8 | } 9 | }, 10 | color: ['#3398DB'], 11 | tooltip: { 12 | trigger: 'axis', 13 | axisPointer: { // 坐标轴指示器，坐标轴触发有效 14 | type: 'shadow' // 默认为直线，可选为：'line' | 'shadow' 15 | } 16 | }, 17 | xAxis: [ 18 | { 19 | type: 'category', 20 | data: [], 21 | } 22 | ], 23 | yAxis: [ 24 | { 25 | type: 'value' 26 | } 27 | ], 28 | series: [ 29 | { 30 | type: 'bar', 31 | barWidth: '50%', 32 | data: [] 33 | } 34 | ] 35 | }; 36 | 37 | ec_right1.setOption(ec_right1_option); 38 | -------------------------------------------------------------------------------- /static/js/ec_right2.js: -------------------------------------------------------------------------------- 1 | var ec_right2 = echarts.init(document.getElementById('right2'), 'dark'); 2 | var ddd = [{'name': '肺炎', 'value': '12345'}, {'name': '实时', 'value': '123456'}, {'name': '新型', 'value': '1234567'}] 3 | 4 | var ec_right2_option = { 5 | title: { 6 | text: '今日疫情热搜', 7 | textStyle: { 8 | color: 'white', 9 | }, 10 | left: 'left' 11 | }, 12 | tooltip: { 13 | show: false 14 | }, 15 | series: [{ 16 | type: 'wordCloud', 17 | gridSize: 1, 18 | sizeRange: [12, 55], 19 | rotationRange: [-45, 0, 45, 90], 20 | textStyle: { 21 | normal: { 22 | 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| 7 | 8 | 9 | 10 | 11 | 14 | 15 | 16 |
全国疫情实时追踪
17 |
18 |
左1
19 |
左2
20 |
21 |
22 |
23 |
24 |
25 |
累计确诊
26 |
现有疑似
27 |
累计治愈
28 |
累计死亡
29 |
30 |
中2
31 |
右1
32 |
右2
33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- 1 | import time 2 | import pymysql 3 | 4 | 5 | def get_conn(): 6 | """ 7 | :return 连接，游标 8 | """ 9 | conn = pymysql.connect( 10 | host='localhost', 11 | user='root', 12 | password='123456', 13 | database='cov', 14 | port=3306 15 | ) 16 | cursor = conn.cursor() 17 | return conn, cursor 18 | 19 | 20 | def close_conn(conn, cursor): 21 | if cursor: 22 | cursor.close() 23 | if conn: 24 | conn.close() 25 | 26 | 27 | def query(sql, *args): 28 | conn, cursor = get_conn() 29 | cursor.execute(sql, args) 30 | res = cursor.fetchall() 31 | close_conn(conn, cursor) 32 | return res 33 | 34 | 35 | def get_time(): 36 | str_time = time.strftime("%Y{}%m{}%d{} %X") 37 | return str_time.format("年", "月", "日") 38 | 39 | 40 | def get_cl_data(): 41 | sql = "select sum(confirm)," \ 42 | "(select suspect from history order by ds desc limit 1)," \ 43 | "sum(heal)," \ 44 | "sum(dead)" \ 45 | "from details where update_time=(select update_time from details order by update_time desc limit 1)" 46 | res = query(sql) 47 | return res[0] 48 | 49 | 50 | def get_c2_data(): 51 | sql = "select province,sum(confirm) from details where update_time = (select update_time from details order by update_time desc limit 1) " \ 52 | "group by province" 53 | res = query(sql) 54 | return res 55 | 56 | 57 | def get_l1_data(): 58 | sql = "select ds, confirm, suspect, heal, dead from history" 59 | res = query(sql) 60 | return res 61 | 62 | 63 | def get_l2_data(): 64 | sql = "select ds, confirm_add, suspect_add from history" 65 | res = query(sql) 66 | return res 67 | 68 | 69 | def get_r1_data(): 70 | """ 71 | 返回非湖北地区城市确诊人数前5名 72 | """ 73 | sql = "select city, confirm from (select city, confirm from details where update_time=(select update_time from details order by update_time desc limit 1) and province not in ('湖北','北京','上海','天津','重庆')" \ 74 | "union all select province as city,sum(confirm) as confirm from details where update_time=(select update_time from details order by update_time desc limit 1)and province in ('北京','上海','天津','重庆') group by province) as a order by confirm desc limit 5" 75 | res = query(sql) 76 | return res 77 | 78 | 79 | def get_r2_data(): 80 | """ 81 | 返回最近20条热搜 82 | """ 83 | sql = "select content from hotsearch order by id desc limit 20" 84 | res = query(sql) 85 | return res 86 | 87 | 88 | if __name__ == '__main__': 89 | # data = get_cl_data() 90 | # data = get_c2_data() 91 | # data = get_l1_data() 92 | # data = get_l2_data() 93 | # data = get_r1_data() 94 | data = get_r2_data() 95 | print(data) 96 | --------------------------------------------------------------------------------