前端数据分析工具开发

上传文件

上传文件的后端服务

使用Python Flask实现。

import os
from flask import Flask, request, redirect, url_for, send_from_directory
from werkzeug import secure_filename
from flask_cors import CORS

UPLOAD_FOLDER = '/path/to/the/uploads'
ALLOWED_EXTENSIONS = set(['txt', 'pdf', 'png', 'jpg', 'jpeg', 'gif'])

app = Flask(__name__)
CORS(app)
app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER

def allowed_file(filename):
    return '.' in filename and \
           filename.rsplit('.', 1)[1] in ALLOWED_EXTENSIONS

@app.route('/', methods=['GET', 'POST'])
def upload_file():
    if request.method == 'POST':
        file = request.files['file']
        if file and allowed_file(file.filename):
            filename = secure_filename(file.filename)
            file.save(os.path.join(app.config['UPLOAD_FOLDER'], filename))
            return redirect(url_for('uploaded_file',
                                    filename=filename))
    return '''
    
    Upload new File
    

Upload new File

''' @app.route('/uploads/') def uploaded_file(filename): return send_from_directory(app.config['UPLOAD_FOLDER'], filename)

解决跨域访问,需安装flask-cors

上传组件

使用Element UI实现

// action指定上传文件后台服务, on-success指定上传成功后执行的方法

    点击上传
    
只能上传txt文件,分隔符为\t
// 在Vue中指定数据fileName、计算属性fileContent、以及上传成功后的方法handleSuccess new Vue({ el: '#app', data: { fileName: null }, computed: { fileContent: function() { if(this.fileName != null) { return this.fileName.response; } } }, methods: { handleSuccess: function(response, file, fileList) { this.fileName = file; return this.$confirm(`上传 ${ file.name }成功!`); } } });

TSV解析

使用d3-dsv库。


d3.tsvParse("foo\tbar\n1\t2"); // [{foo: "1", bar: "2"}, columns: ["foo", "bar"]]

表格

使用v-for实现动态列名


      
      

JS数组操作

资料
创建、排序、删除、追加、reverse、slice、join转字符串、concat拼接数组、forEach循环

JS字符串操作

split拆分、parseInt等类型转换

事件

表格点击行事件


Leaflet组件

Vue.component("leaflet", {
  props: ['table_data', 'selected_row'],
  data() {
    return {
      map: null,
      layer: null,
      point: null
    };
  },
  template: '
', mounted: function() { this.init(); this.update(); this.highlight(); }, watch: { table_data: function () { this.update(); }, selected_row: function() { this.highlight(); } }, methods: { init: function() { this.map = L.map(this.$el.id).setView([29.802946,106.396835], zoom = 10); L.tileLayer( 'https://rt{s}.map.gtimg.com/realtimerender?z={z}&x={x}&y={y}&type=vector&style=0', { maxZoom: 18, subdomains: "0123", tms: true, attribution: '© 腾讯地图', } ).addTo(this.map); }, update: function() { if(this.layer != null) this.layer.removeFrom(this.map); if(this.point != null) this.point.removeFrom(this.map); // 绘制数据 var markerArray = Array(); this.table_data.forEach((pnt) => { var date = new Date(pnt['collecttime']*1000); markerArray.push(L.circle([pnt["bmuserlat"], pnt["bmuserlng"]]).bindTooltip(date+"")); // L.circle([pnt["bmuserlat"], pnt["bmuserlng"]], {radius:15}).addTo(this.map); }); this.layer = L.featureGroup(markerArray).addTo(this.map); this.map.fitBounds(this.layer.getBounds()); }, highlight: function() { if(this.point != null) this.point.removeFrom(this.map); // 绘制选中点 if(this.selected_row != null) { this.point = L.circleMarker([this.selected_row['bmuserlat'], this.selected_row['bmuserlng']], {color: "red"}).addTo(this.map).bindPopup(this.selected_row['collecttime'] + ""); } } } });

ECharts组件

Vue.component('echarts-heatmap', {
  props: ['table_data'],
  data: function() {
    return {
      map: null
    }
  },
  computed: {
    plot_data: function() {
      //GCJ-02 to BD-09
      function bd_encrypt(gcjLat, gcjLon)
      {
          x_pi = 3.14159265358979324 * 3000.0 / 180.0;
          var x = gcjLon, y = gcjLat;
          var z = Math.sqrt(x * x + y * y) + 0.00002 * Math.sin(y * x_pi);
          var theta = Math.atan2(y, x) + 0.000003 * Math.cos(x * x_pi);
          var bdLon = z * Math.cos(theta) + 0.0065;
          var bdLat = z * Math.sin(theta) + 0.006;
          return { 'lat': bdLat, 'lon': bdLon };
      }
      
      var heatArray = Array();
      this.table_data.forEach(function(item) {
        var x = Math.round(item['bmuserlng'] * 1000) / 1000;
        var y = Math.round(item['bmuserlat'] * 1000) / 1000;
        var res = bd_encrypt(y, x);
        var x = res.lon;
        var y = res.lat;
        var idx = item["color_idx"]
        heatArray.push([x, y, idx]);
      });
      
      var heatMap = [];
      heatArray.reduce(function(res, value){
        if(!res[value]) {
          res[value] = value;
          heatMap.push(value);
        }
        return res;
      }, {});
      
      var result = [];
      heatMap.reduce(function(res, value) {
        k = [value[0], value[1]]
        if(!res[k]) {
          res[k] = [value[0], value[1], 0];
          result.push(res[k]);
        }
        res[k][2] += 1;
        return res;
      }, {});
      
      var max = 0;
      result.reduce(function(res, value){
        if(res < value[2]) {
          res = value[2];
          max = res;
        }
        return res;
      }, 0);
      //result = result.filter(word => word[2] == max);
      console.log(result);
      return(result);
    },
    option: function() {
      var points = this.plot_data;
      center = points.reduce(function(res, value){
        return [res[0] + value[0], res[1] + value[1]];
      }, [0,0]);
      let center_x = center[0] / points.length;
      let center_y = center[1] / points.length;
      return {
        animation: false,
        bmap: {
            center: [center_x, center_y],
            zoom: 14,
            roam: true
        },
        visualMap: {
            show: false,
            top: 'top',
            min: 0,
            max: 5,
            seriesIndex: 0,
            calculable: true,
            inRange: {
                color: ['blue', 'blue', 'green', 'yellow', 'red']
            }
        },
        series: [{
            type: 'heatmap',
            coordinateSystem: 'bmap',
            data: points,
            pointSize: 5,
            blurSize: 6
        }]}
      
    }
    
  }, 
  template: '
', mounted: function() { this.initMap(); this.updateMap(); }, watch: { table_data: function() { this.updateMap(); } }, methods: { initMap: function() { this.map = echarts.init(this.$el); } , updateMap: function() { var app = {}; app.title = '热力图与百度地图扩展'; this.map.setOption(option = this.option); var bmap = this.map.getModel().getComponent('bmap').getBMap(); bmap.addControl(new BMap.MapTypeControl()); this.map.setOption(option, true); } } });

你可能感兴趣的:(javascript)