feat: 初步完成数理函数分析

package-lock.json

@@ -1,900 +1,8 @@
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-        "@vue/compiler-dom": "3.1.2",
-        "@vue/runtime-dom": "3.1.2",
-        "@vue/shared": "3.1.2"
-      }
-    },
-    "node_modules/vue-cropperjs": {
-      "version": "5.0.0",
-      "resolved": "https://registry.npmjs.org/vue-cropperjs/-/vue-cropperjs-5.0.0.tgz",
-      "integrity": "sha512-RhnC8O33uRZNkn74aiHZwNHnBJOXWlS4P6gsRI0lw4cZlWjKSCywZI9oSI9POlIPI6OYv30jvnHMXGch85tw7w==",
-      "dependencies": {
-        "cropperjs": "^1.5.6"
-      },
-      "peerDependencies": {
-        "vue": ">=3.0.0"
-      }
-    },
-    "node_modules/vue-i18n": {
-      "version": "9.1.6",
-      "resolved": "https://registry.npmjs.org/vue-i18n/-/vue-i18n-9.1.6.tgz",
-      "integrity": "sha512-FEC4HZkTH6QRIu/A0wlo0VS/GH3w/fuCC6xfvoC8IyhhtbG9A+go9NfW+HZ1ZXdAcO4EWcVQi04M+iSwuxgixw==",
-      "dependencies": {
-        "@intlify/core-base": "9.1.6",
-        "@intlify/shared": "9.1.6",
-        "@intlify/vue-devtools": "9.1.6",
-        "@vue/devtools-api": "^6.0.0-beta.7"
-      },
-      "engines": {
-        "node": ">= 10"
-      },
-      "peerDependencies": {
-        "vue": "^3.0.0"
-      }
-    },
-    "node_modules/vue-router": {
-      "version": "4.0.10",
-      "resolved": "https://registry.npmjs.org/vue-router/-/vue-router-4.0.10.tgz",
-      "integrity": "sha512-YbPf6QnZpyyWfnk7CUt2Bme+vo7TLfg1nGZNkvYqKYh4vLaFw6Gn8bPGdmt5m4qrGnKoXLqc4htAsd3dIukICA==",
-      "dependencies": {
-        "@vue/devtools-api": "^6.0.0-beta.14"
-      },
-      "peerDependencies": {
-        "vue": "^3.0.0"
-      }
-    },
-    "node_modules/vue-schart": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/vue-schart/-/vue-schart-2.0.0.tgz",
-      "integrity": "sha512-qAu3e5wfMcq26wK1xeHExEWfGpnjfoN1R/9QXblNi+AsU/p52X7tTwhi+Fw7H/otfEufhEY2X7z7emaoF4QO+g==",
-      "dependencies": {
-        "schart.js": "^3.0.0"
-      }
-    },
-    "node_modules/vuex": {
-      "version": "4.0.2",
-      "resolved": "https://registry.npmjs.org/vuex/-/vuex-4.0.2.tgz",
-      "integrity": "sha512-M6r8uxELjZIK8kTKDGgZTYX/ahzblnzC4isU1tpmEuOIIKmV+TRdc+H4s8ds2NuZ7wpUTdGRzJRtoj+lI+pc0Q==",
-      "dependencies": {
-        "@vue/devtools-api": "^6.0.0-beta.11"
-      },
-      "peerDependencies": {
-        "vue": "^3.0.2"
-      }
-    },
-    "node_modules/wangeditor": {
-      "version": "4.7.4",
-      "resolved": "https://registry.npmjs.org/wangeditor/-/wangeditor-4.7.4.tgz",
-      "integrity": "sha512-MVWJyFZm3SOhIGFsxDwD6Q0ahIWQTYU0/otHxq85EnfdxtJBJ8c55iKDp3zIvBZaiBawBiYCpRmbn8HOedNj5w==",
-      "dependencies": {
-        "@babel/runtime": "^7.11.2",
-        "@babel/runtime-corejs3": "^7.11.2",
-        "tslib": "^2.1.0"
-      }
-    },
-    "node_modules/yallist": {
-      "version": "3.1.1",
-      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
-      "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
-      "dev": true
-    }
-  },
   "dependencies": {
     "@babel/helper-validator-identifier": {
       "version": "7.14.5",
@@ -1010,11 +118,9 @@
       "integrity": "sha512-bpcvu/MKHHeYX+qeEN8GE7DIravODWdACVA1ctevD8CN24RhPZIKMn9ntfAsrvLfSX3cR5RrBKAbYm9bGs0A+Q=="
     },
     "@vitejs/plugin-vue": {
-      "version": "1.2.3",
-      "resolved": "https://registry.npmjs.org/@vitejs/plugin-vue/-/plugin-vue-1.2.3.tgz",
-      "integrity": "sha512-LlnLpObkGKZ+b7dcpL4T24l13nPSHLjo+6Oc7MbZiKz5PMAUzADfNJ3EKfYIQ0l0969nxf2jp/9vsfnuJ7h6fw==",
-      "dev": true,
-      "requires": {}
+      "version": "1.10.2",
+      "resolved": "https://registry.npmmirror.com/@vitejs/plugin-vue/-/plugin-vue-1.10.2.tgz",
+      "integrity": "sha512-/QJ0Z9qfhAFtKRY+r57ziY4BSbGUTGsPRMpB/Ron3QPwBZM4OZAZHdTa4a8PafCwU5DTatXG8TMDoP8z+oDqJw=="
     },
     "@vue/compiler-core": {
       "version": "3.1.2",
@@ -1134,6 +240,11 @@
       "integrity": "sha512-XpNj6GDQzdfW+r2Wnn7xiSAd7TM3jzkxGXBGTtWKuSXv1xUV+azxAm8jdWZN06QTQk+2N2XB9jRDkvbmQmcRtg==",
       "dev": true
     },
+    "claygl": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmmirror.com/claygl/-/claygl-1.3.0.tgz",
+      "integrity": "sha512-+gGtJjT6SSHD2l2yC3MCubW/sCV40tZuSs5opdtn79vFSGUgp/lH139RNEQ6Jy078/L0aV8odCw8RSrUcMfLaQ=="
+    },
     "colorette": {
       "version": "1.2.2",
       "resolved": "https://registry.npmjs.org/colorette/-/colorette-1.2.2.tgz",
@@ -1175,6 +286,24 @@
       "resolved": "https://registry.npmjs.org/dayjs/-/dayjs-1.10.5.tgz",
       "integrity": "sha512-BUFis41ikLz+65iH6LHQCDm4YPMj5r1YFLdupPIyM4SGcXMmtiLQ7U37i+hGS8urIuqe7I/ou3IS1jVc4nbN4g=="
     },
+    "echarts": {
+      "version": "5.3.2",
+      "resolved": "https://registry.npmmirror.com/echarts/-/echarts-5.3.2.tgz",
+      "integrity": "sha512-LWCt7ohOKdJqyiBJ0OGBmE9szLdfA9sGcsMEi+GGoc6+Xo75C+BkcT/6NNGRHAWtnQl2fNow05AQjznpap28TQ==",
+      "requires": {
+        "tslib": "2.3.0",
+        "zrender": "5.3.1"
+      }
+    },
+    "echarts-gl": {
+      "version": "2.0.9",
+      "resolved": "https://registry.npmmirror.com/echarts-gl/-/echarts-gl-2.0.9.tgz",
+      "integrity": "sha512-oKeMdkkkpJGWOzjgZUsF41DOh6cMsyrGGXimbjK2l6Xeq/dBQu4ShG2w2Dzrs/1bD27b2pLTGSaUzouY191gzA==",
+      "requires": {
+        "claygl": "^1.2.1",
+        "zrender": "^5.1.1"
+      }
+    },
     "element-plus": {
       "version": "1.0.2-beta.52",
       "resolved": "https://registry.npmjs.org/element-plus/-/element-plus-1.0.2-beta.52.tgz",
@@ -1259,8 +388,7 @@
       "version": "5.1.0",
       "resolved": "https://registry.npmjs.org/icss-utils/-/icss-utils-5.1.0.tgz",
       "integrity": "sha512-soFhflCVWLfRNOPU3iv5Z9VUdT44xFRbzjLsEzSr5AQmgqPMTHdU3PMT1Cf1ssx8fLNJDA1juftYl+PUcv3MqA==",
-      "dev": true,
-      "requires": {}
+      "dev": true
     },
     "is-core-module": {
       "version": "2.4.0",
@@ -1388,8 +516,7 @@
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/postcss-modules-extract-imports/-/postcss-modules-extract-imports-3.0.0.tgz",
       "integrity": "sha512-bdHleFnP3kZ4NYDhuGlVK+CMrQ/pqUm8bx/oGL93K6gVwiclvX5x0n76fYMKuIGKzlABOy13zsvqjb0f92TEXw==",
-      "dev": true,
-      "requires": {}
+      "dev": true
     },
     "postcss-modules-local-by-default": {
       "version": "4.0.0",
@@ -1590,6 +717,14 @@
       "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
       "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
       "dev": true
+    },
+    "zrender": {
+      "version": "5.3.1",
+      "resolved": "https://registry.npmmirror.com/zrender/-/zrender-5.3.1.tgz",
+      "integrity": "sha512-7olqIjy0gWfznKr6vgfnGBk7y4UtdMvdwFmK92vVQsQeDPyzkHW1OlrLEKg6GHz1W5ePf0FeN1q2vkl/HFqhXw==",
+      "requires": {
+        "tslib": "2.3.0"
+      }
     }
   }
 }

package.json

@@ -10,6 +10,8 @@
   "dependencies": {
     "@vitejs/plugin-vue": "^1.10.2",
     "axios": "^0.21.1",
+    "echarts": "^5.3.2",
+    "echarts-gl": "^2.0.9",
     "element-plus": "1.0.2-beta.52",
     "vue": "^3.1.2",
     "vue-cropperjs": "^5.0.0",
@@ -21,7 +23,6 @@
   },
   "devDependencies": {
     "vite": "2.3.7",
-    "@vitejs/plugin-vue": "^1.2.3",
     "@vue/compiler-sfc": "^3.1.2"
   },
   "browserslist": [

src/api/file.js

@@ -197,7 +197,7 @@ export const analysisFile = (fieldIds,funcId) => {
     if (funcId==2){
         return Promise.resolve({
             "timestamp": 1649561125585,
-            "status": 400,
+            "status": 200,
             "data":{
                 "103": [
                     79.0,

src/views/FileAnalysis.vue

@@ -7,20 +7,23 @@
       </el-breadcrumb-item>
     </el-breadcrumb>
     </div>
-    <div class="container">
-      <div class="handle-box">
-        <el-table :data="distributionData" border class="table"  header-cell-class-name="table-header" >
+    <div class="container" style="width: 900px;height:900px;">
+      <div class="handle-box" v-show="distributionVisible">
+        <el-table :data="distributionData" border class="table"  header-cell-class-name="table-header">
           <el-table-column label="字段值">
-            <template #default="scope"><span>{{  }}</span></template>
+            <template #default="scope"><span>{{ scope.row.key }}</span></template>
           </el-table-column>
           <el-table-column label="统计值">
-            <template #default="scope"><span>{{  }}</span></template>
+            <template #default="scope"><span>{{ scope.row.statistical }}</span></template>
           </el-table-column>
           <el-table-column label="分布">
-            <template #default="scope"><span>{{ }}</span></template>
+            <template #default="scope"><span>{{ scope.row.distribution }}</span></template>
           </el-table-column>
         </el-table>
       </div>
+      <div class="handle-box" v-show="ScatterVisible" id="echarts_box" style="width: 100%;height:100%;">
+
+      </div>
     </div>
   </div>
 </template>
@@ -31,13 +34,73 @@ import {analysisFile} from "../api/file";
 import {ElMessageBox} from "element-plus";
 import {useRoute} from "vue-router";
 import {useRouter} from "vue-router";
+import * as echarts from 'echarts';
+import 'echarts-gl';
 
 export default {
   name: "FileAnalysis",
   setup(){
-    let fieldIds=0;
-    let funcId=0;
-    let distributionData=ref([]);
+    let fieldIds="";
+    let funcId="";
+    let distributionData=[];
+    let distributionVisible=false;
+    let ScatterVisible=false;
+
+    const transferData=(res,d)=>{
+      let ans=[];
+      let size=0;
+      for (var key in res){
+        size=res[key].length;
+        break;
+      }
+      for (var i=0;i<size;i++){
+        let list=[];
+        for (var key in res){
+          list.push((res[key])[i]);
+        }
+        ans.push(list);
+      }
+      return ans;
+    };
+
+    const paint_2d=(res,fields)=>{
+      var data=transferData(res,2);
+      console.log(data);
+
+      var chartDom = document.getElementById('echarts_box');
+      var myChart = echarts.init(chartDom);
+      var option = {
+        xAxis: {},
+        yAxis: {},
+        series: [
+          {
+            symbolSize: 10,
+            data: data,
+            type: 'scatter'
+          }
+        ]
+      };
+      option && myChart.setOption(option);
+    };
+
+    const paint_3d=(res,fields)=> {
+      var data=transferData(res,3);
+      console.log(data);
+      var chartDom = document.getElementById('echarts_box');
+      var myChart = echarts.init(chartDom,'light');
+      var option = {
+        grid3D: {},
+        xAxis3D: {},
+        yAxis3D: {},
+        zAxis3D: {},
+        series: [{
+          symbolSize: 10,
+          type: 'scatter3D',
+          data: data
+        }]
+      };
+      option && myChart.setOption(option);
+    };
 
     const getAnalysisData = () =>{
       const route=useRoute();
@@ -46,27 +109,69 @@ export default {
 
       console.log(fieldIds)
       console.log(funcId)
+      if (funcId=="1") {
+        distributionVisible=true;
+      }else {
+        ScatterVisible=true;
+      }
 
       analysisFile(fieldIds,funcId).then(res=>{
           console.log(res.data)
           if (res.status!=200){
-          ElMessageBox.confirm("分析产生错误，请检查您的分析方法和字段选择是否合理", "错误", {
-            type: "error",
-          })
-              .then(()=>{
+            ElMessageBox.confirm("分析产生错误，请检查您的分析方法和字段选择是否合理", "错误", {
+              type: "error",
+            }).then(()=>{
                 //todo:回到上一界面
+              router.back();
               })
               .catch(() => {});
           }else {
-          //todo:
-
+            //todo:
+            var fieldArr=(JSON.parse(fieldIds));
+            switch(funcId){
+              case "1":
+                var id=fieldArr[0];
+                var str1=id+"_distribution";
+                var str2=id+"_statistical";
+                //console.log(str1);
+                //console.log(str2);
+                var distr=res.data[str1];
+                var statis=res.data[str2];
+                console.log(distr);
+                console.log(statis);
+                for (var key in statis){
+                  var value1=statis[key];
+                  var value2=distr[key];
+                  distributionData.push({key:key,statistical:value1,distribution:value2});
+                }
+                console.log(distributionData);
+                break;
+              case "2":
+                var size=fieldArr.length;
+                console.log(size);
+                switch (size){
+                  case 1:
+                    break;
+                  case 2:
+                    paint_2d(res.data,fieldArr);
+                    break;
+                  case 3:
+                    paint_3d(res.data,fieldArr);
+                    break;
+                }
+                break;
+            }
           }
-      }
-
+      });
     };
+
+    getAnalysisData();
+
     return {
       fieldIds,
       funcId,
+      ScatterVisible,
+      distributionVisible,
       distributionData,
       getAnalysisData,
     }
@@ -77,6 +182,7 @@ export default {
 <style scoped>
 .container{
   margin-top: 10px;
+  margin: 0 auto;
 }
 .handle-box {
   margin-bottom: 20px;

src/views/FileDetail.vue

@@ -61,7 +61,7 @@
           </el-select>
         </el-form-item>
         <el-form-item label="方法和字段要求" required>
-          <text>皮尔森相关系数需要两个int/double字段，散点图可以传入1-3个字段，其他的方法只需一个字段。除了数据分布可以传入string字段，其他方法请传入int/double字段</text>
+          <text>皮尔森相关系数需要两个int/double字段，散点图可以传入2-3个字段，其他的方法只需一个字段。除了数据分布可以传入string字段，其他方法请传入int/double字段</text>
         </el-form-item>
         <el-form-item label="已选择字段" required>
           <el-table :data="selectData" border class="table"  header-cell-class-name="table-header" >
@@ -268,8 +268,8 @@ export default {
       if (form.type=="1"||form.type=="2"){
         router.push({
           path:"/FileAnalysis",
-          params:{
-            fieldIds:fieldIds,
+          query:{
+            fieldIds:JSON.stringify(fieldIds),
             funcId:form.type
           }
         });