'tj'

.env.development

@@ -5,4 +5,4 @@ VITE_APP_TITLE = 数字营销实训系统
 VITE_APP_ENV = 'development'
 
 # 若依管理系统/开发环境
-VITE_APP_BASE_API = 'http://192.168.2.16:9868'
+VITE_APP_BASE_API = 'http://192.168.2.28:9868'

package.json

@@ -20,6 +20,7 @@
     "@vueuse/core": "9.5.0",
     "axios": "0.27.2",
     "echarts": "5.4.0",
+    "echarts-stat": "^1.2.0",
     "element-plus": "2.2.27",
     "file-saver": "2.0.5",
     "fuse.js": "6.6.2",

src/api/AI.js

@@ -9,3 +9,43 @@ export function accessAI(data) {
       timeout: 100000,
     })
   }
+//选择指标--下拉框
+export function selectionMetrics(data) {
+  return request({
+    url: '/api/model/dropdownBox',
+    method: 'post',
+    data:data,
+  })
+}
+//选择指标--查看指标
+export function viewingMetrics(data) {
+  return request({
+    url: '/api/model/viewMetrics',
+    method: 'post',
+    params:data,
+  })
+}
+//选择指标--分析数据展示
+export function analysisDataDisplay(data) {
+  return request({
+    url: '/api/model/viewAnalyzeData',
+    method: 'post',
+    data:data,
+  })
+}
+//数据预处理
+export function dataPreprocessing(data) {
+  return request({
+    url: '/api/model/dataPreprocessing',
+    method: 'post',
+    data:data,
+  })
+}
+//聚类分析--分析结果
+export function clusterAnalysis(data) {
+  return request({
+    url: '/api/model/clusterScatterPlot',
+    method: 'post',
+    data:data,
+  })
+}

src/api/prtrait/prtrait.js

@@ -31,10 +31,17 @@ export function checkLearningAssessment(query) {
         params:query
     });
 }
+export function hashFunctionLearningReview(query) {
+    return request({
+        url: "/api/stu/concept/block/getLearningAssessment",
+        method: "post",
+        params:query
+    });
+}
 //学习测评计分
 export function scoreLearningAssessment(query) {
     return request({
-        url: "/api/stu/digitalCredit/hashLearningAssessmentScore",
+        url: "/api/stu/concept/block/hashWatchScore",
         method: "post",
         data:query
     });

src/views/digitalMarketTech/artificialIntelligence/components/article-identification.vue

@@ -213,7 +213,7 @@ const downloadArticle=()=>{
     return proxy.$modal.msgWarning("请先完成上一步")
   }
   answerRecord.value=2
-  window.open(`http://szjj.sztzjy.com:9909/api/stu/experimental/downloadImg?userId=${JSON.parse(getUserInfo()).userId}&TOKEN=${getToken()}`)
+  window.open(`http://192.168.2.16:9868/api/stu/experimental/downloadImg?userId=${JSON.parse(getUserInfo()).userId}&TOKEN=${getToken()}`)
 }
 
 // 识别文字

src/views/digitalMarketingAlgorithms/components/associationRuleMining.vue

@@ -0,0 +1,502 @@
+<template>
+    <el-scrollbar height="800px">
+      <div class="main-top">
+          <span style="font-weight: bold;font-size: 18px;color: #3596EB;">任务描述</span>
+          <p style="font-weight: 400;font-size: 12px;color: #E6E6E6;">（给出任务清单参考，做哪些数据的统计分析）Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aenean euismod bibendum laoreet. Proin gravida dolor sit amet lacus accumsan et viverra justo commodo. Proin sodales pulvinar sic tempor. Sociis natoque penatibus et magnis dis parturient montes, nascetur ridiculus mus. Nam fermentum, nulla luctus pharetra vulputate, felis tellus mollis orci, sed rhoncus pronin sapien nunc accuan eget.</p>
+      </div>
+      <div class="main-but">
+          <el-upload
+           ref="uploadRef"
+           class="upload-demo"
+           :file-list="fileList"
+           :auto-upload="false"
+           :on-change="handleChange"
+           :show-file-list="false"
+           multiple="multiple"
+         >
+           <template #trigger>
+            <el-button><img src="../../../assets/images/导入.png" alt="">算法知识导入</el-button>
+           </template>
+           <!-- <div class="reportPromptFile" v-html="item[`${index}`].path"></div> -->
+         </el-upload>
+          <el-button  @click="taskSubmit"><img src="../../../assets/images/提交.png" alt="">实训任务提交</el-button>
+      </div>
+      <div class="app-main">
+        <div class="main-left">
+          <div>
+              <div class="left-top">
+            <span>一、选择指标</span>
+          </div>
+          <div class="metrics">
+              <el-select v-model="input" placeholder="请选择" style="width: 180px" @change="optionData">
+                  <el-option
+                      v-for="item in options"
+                      :key="item.value"
+                      :label="item.label"
+                      :value="item.value"
+                  />
+              </el-select>
+          </div>
+          <div class="metrics-table" style="margin-top: 10px">
+              <el-table border :data="tableData" style="width: 100%" :header-cell-style="headerCellStyle" @selection-change="handleSelectionChange" >
+                  <el-table-column type="selection" label="Date" align="center"  :selectable="flag"/>
+                  <el-table-column prop="text" label="指标"  align="center"/>
+              </el-table>
+              <el-button @click="taskZB">确定</el-button>
+          </div>
+          <div class="left-top">
+            <span>二、数据预处理</span>
+          </div>
+          <div class="metrics">
+              <el-select v-model="input2" @change="optionData2" placeholder="请选择" style="width: 180px">
+                  <el-option
+                      v-for="item in options2"
+                      :key="item.value"
+                      :label="item.label"
+                      :value="item.value"
+                  />
+              </el-select>
+          </div>
+          <div class="metrics" style="margin-top:15px">
+              <el-select v-model="input3" @change="optionData2" placeholder="请选择" style="width: 180px">
+                  <el-option
+                      v-for="item in options3"
+                      :key="item.value"
+                      :label="item.label"
+                      :value="item.value"
+                  />
+              </el-select>
+          </div>
+          <div class="left-top" style="margin-top: 10px">
+            <span>三、模型参数设置</span>
+          </div>
+          <div class="metrics-table" style="margin-top: 10px">
+              <span style="font-weight: 400;font-size: 12px;color: #FFFFFF;">
+                聚类方法：
+              </span>
+              <div class="metrics" style="margin-top:10px">
+                    <el-select v-model="input4" placeholder="请选择" style="width: 180px">
+                        <el-option
+                            v-for="item in options4"
+                            :key="item.value"
+                            :label="item.label"
+                            :value="item.value"
+                        />
+                    </el-select>
+                </div>
+                <div style="margin-top:10px">
+                    <span style="font-weight: 400;font-size: 12px;color: #FFFFFF;">
+                        最小支持度阀值：
+                    </span>
+                    <el-input v-model="input5" style="width: 180px;margin-top:5px"/>%
+                </div>
+                <div style="margin-top:10px">
+                    <span style="font-weight: 400;font-size: 12px;color: #FFFFFF;">
+                        最小置信度：
+                    </span>
+                    <el-input v-model="input6" style="width: 180px;margin-top:5px"/>%
+                </div>
+              <el-button @click="computation">计算</el-button>
+          </div>
+          </div>
+  <div style="margin-top: auto;">
+      <div class="startOver">
+              <img src="../../../assets/images/重新开始.png" alt="">
+              <span>重新开始</span>
+          </div>
+  </div>
+         
+        </div>
+        <div class="main-right">
+          <div>
+              <span style="font-weight: bold;font-size: 18px;color: #3596EB;">分析数据：</span>
+              <el-table :data="tableData2"  style="width: 94%;margin-top:10px" :header-cell-style="headerCellStyle" height="350">
+                  <el-table-column v-for="column in tableLabel" :key="column.prop" :prop="column.prop" :label="column.label" align="center"/>
+              </el-table>
+              <el-pagination style="margin-top:10px" background layout="prev, pager, next" :total="1000" />
+          </div>
+          <div class="analysisResults" style="margin-top: 20px">
+              <span style="font-weight: bold;font-size: 18px;color: #3596EB;display: block;">分析结果：</span>
+              <el-button>下载</el-button>
+              <el-table :data="tableData"  style="width: 94%;margin-top:10px" :header-cell-style="headerCellStyle" height="350">
+                  <el-table-column v-for="column in tableLabel" :key="column.prop" :prop="column.prop" :label="column.label" align="center"/>
+              </el-table>
+              <el-pagination style="margin-top:10px" background layout="prev, pager, next" :total="1000" />
+          </div>
+        </div>
+      </div>
+    </el-scrollbar>
+  
+    <el-dialog
+      v-model="dialogVisible"
+      title="实训任务提交"
+      width="600"
+      custom-class="dialogClass"
+      :show-close="false"
+    >
+    <template #header="{ close, titleId, titleClass }">
+        <div class="my-header">
+          <span :id="titleId" :class="titleClass">实训任务提交</span>
+         <img class="gbImg" src="../../../assets/images/关闭.png" @click="close" alt="">
+        </div>
+        <img class="xtImg" src="../../../assets/images/线条.png" alt="">
+      </template>
+      <div class="from-item">
+          <el-form :inline="true" label-position="right" label-width="115px" :model="form" class="demo-form-inline">
+              <el-form-item label="聚类个数：">
+                  <el-input style="width: 120px;" v-model="formInline.user" clearable />
+              </el-form-item>
+              <el-form-item label="最大迭代次数：">
+                  <el-input style="width: 120px;" v-model="formInline.user" clearable />
+              </el-form-item>
+            </el-form>
+              <span style="color:#FFFFFF;font-weight: 700;">各簇类特征描述：</span>
+            <el-form :inline="true" label-position="right" style="margin:15px 0" label-width="115px" :model="form" class="demo-form-inline">
+              <el-form-item label="簇类1:">
+                  <el-input style="width: 240px;" v-model="formInline.user" clearable />
+              </el-form-item>
+              <el-form-item label="簇类2:">
+                  <el-input style="width: 240px;" v-model="formInline.user" clearable />
+              </el-form-item>
+              <el-form-item label="簇类3:">
+                  <el-input style="width: 240px;" v-model="formInline.user" clearable />
+              </el-form-item>
+              <el-form-item label="簇类4:">
+                  <el-input style="width: 240px;" v-model="formInline.user" clearable />
+              </el-form-item>
+              </el-form>
+      </div>
+      <template #footer>
+        <div class="dialog-footer">
+          <el-button @click="dialogVisible = false">确定</el-button>
+          <el-button type="primary" @click="dialogVisible = false">
+            返回
+          </el-button>
+        </div>
+      </template>
+    </el-dialog>
+  </template>
+  
+  <script setup>
+  import * as API from '@/api/AI.js'
+  import { getUserInfo } from "@/utils/auth";
+import { onMounted } from 'vue';
+const { proxy } = getCurrentInstance()
+  const dialogVisible=ref(false)
+  const tableLabel=reactive([
+      {prop:'date',label:''},
+  ])
+  const getList=()=>{
+    API.selectionMetrics({userId:JSON.parse(getUserInfo()).userId}).then((res)=>{
+        res.data.forEach(element => {
+            options.value.push({
+                value:element,
+                label:element
+            })
+        })
+    })
+  }
+  const fileList=ref([])
+  const handleChange=(info)=>{
+    fileList.value.push(info);
+  }
+  const flag=ref(false)
+  onMounted(()=>{
+    getList()
+  })
+  const optionData=()=>{
+    API.viewingMetrics({userId:JSON.parse(getUserInfo()).userId,tableName:input.value}).then((res)=>{
+        tableData.value=[]
+        res.data.forEach(element => {
+            tableData.value.push({
+                text:element
+            })
+        })
+    })
+  }
+  const selectedRows = ref([]);
+  const handleSelectionChange = (selection) => {
+    selectedRows.value = selection;
+    };
+const tableData2=ref([])
+const resTable2=ref()
+    const taskZB=()=>{
+        flag.value=true
+        if(!selectedRows.value){
+            return
+        }
+        const sendData={
+            tableName:input.value,
+            userId:JSON.parse(getUserInfo()).userId,
+            fieldList:selectedRows.value.map(item=>item.text)
+        }
+        API.analysisDataDisplay(sendData).then((res)=>{
+            tableLabel.length=0
+                for (const key in res.data[0]) {
+                    tableLabel.push({
+                        label:key,
+                        prop:key
+                    })
+                }
+                tableData2.value=res.data
+            flag.value=true
+        })
+    }
+  const formInline=reactive({
+      user:'',
+      region:''
+  })
+  const input=ref()
+  const options = ref([])
+  const input2=ref()
+  const options2=ref([
+    {
+        value:'数据区重',
+        label:'数据去重'
+    }
+  ])
+  const input3=ref()
+  const options3=ref([
+    {
+        value:'缺失值处理--剔除数据',
+        label:'缺失值处理--剔除数据'
+    },{
+        value:'缺失值处理--均值替换',
+        label:'缺失值处理--均值替换'
+    },
+  ])
+  const input4=ref()
+  const options4=ref([
+    {
+        value:'Apriori关联算法',
+        label:'Apriori关联算法'
+    },
+  ])
+  const input5=ref()
+  const input6=ref()
+  const taskSubmit=()=>{
+      dialogVisible.value=true
+  }
+  const tableData = ref([
+    
+  ])
+  const headerCellStyle=()=>{
+       return {
+      backgroundColor: "#1882DE !important", // 设置表头背景颜色
+      color: "#ffffff !important",
+    };
+  }
+  const optionData2=()=>{
+    if(input2.value&&input3.value){
+        const sendData=ref({
+            mapList:tableData2.value,
+            method:input3.value,
+            userId:JSON.parse(getUserInfo()).userId
+        })
+        API.dataPreprocessing(sendData.value).then((res)=>{
+            resTable2.value=res.data
+            tableData2.value=[]
+            tableData2.value=res.data
+            proxy.$modal.msgSuccess("预处理成功！");
+        })
+    }
+  }
+  const computation=()=>{
+    if(input5.value&&input6.value&&input4.value){
+        const sendData={
+            k:input5.value,
+            t:input6.value,
+            userId:JSON.parse(getUserInfo()).userId,
+            deduplicatedDataList:resTable2.value
+        }
+        API.clusterAnalysis(sendData).then((res)=>{
+            
+        })
+    }
+  }
+  </script>
+  
+  <style lang="scss" scoped>
+  .main-top {
+  margin: 20px 20px 0;
+    margin-top: 10px;
+    height: 85px;
+    background: #001d40;
+    border: 1px solid #0452c6;
+    padding: 5px 20px;
+  }
+  .main-but{
+      margin: 5px 20px 0;
+      display: flex;
+      .el-button:nth-child(1) {
+          width: 180px;
+          height: 56px;
+          background: url('../../../assets/images/011.png');
+          color:#FFFFFF;
+          border-color:#FFFFFF00;
+        }
+        .el-button:nth-child(2) {
+          width: 180px;
+          height: 56px;
+          background: url('../../../assets/images/022.png');
+          color:#FFFFFF;
+          border-color:#FFFFFF00;
+        }
+  }
+  .app-main {
+    //   background-color: #f5f5f5;
+    min-height: 965px;
+    margin: 5px 20px 0;
+    height: 100%;
+    display: flex;
+    overflow: auto;
+    .main-left {
+      //水平居中
+      flex-direction: column;
+      min-height: 965px;
+      display: flex;
+      width: 205px;
+    //   height: 100%;
+      background: #041c49;
+      padding: 0px 10px;
+      .left-top {
+        padding: 10px;
+        span {
+          font-weight: bold;
+          font-size: 18px;
+          color: #3596eb;
+        }
+      }
+      .metrics-table{
+          .el-button {
+          width: 149px;
+          height: 48px;
+          background: url('../../../assets/images/确定.png');
+          color:#FFFFFF;
+          border-color:#FFFFFF00;
+          background-size: 100% 100%;
+          margin: 15px;
+        }
+        .el-input{
+            --el-input-text-color:#FFFFFF;
+          --el-input-bg-color:#002651;
+          --el-input-border-color:#67B3D6;
+        }
+      }
+      .startOver{
+          margin-left: -10px;
+          width: 205px;
+          height: 55px;
+          background: #00F4FF;
+          //水平居中
+          display: flex;
+          align-items: center;
+          justify-content: center;
+          cursor: pointer;
+      }
+      :deep(.el-table) {
+      --el-table-row-hover-bg-color:#002651 !important;
+      --el-table-border-color: #7AC1FF;
+    .el-table__row{
+      background-color: #002652 !important;
+      color: #E6E6E6;
+    }
+  }
+    }
+    .main-right {
+      width: 1639px;
+    //   height: 100%;
+      padding: 20px;
+      border: 1px solid #0452c6;
+      :deep(.el-table__header){
+      .el-table__cell{
+              background:linear-gradient(0deg, #5304BE 0%, #9126FE 100%) !important;
+          }
+      }
+      :deep(.el-table) {
+          --el-table-row-hover-bg-color:#002651 !important;
+          --el-table-border-color: #002651;
+          --el-table-bg-color:#FFFFFF00;
+      .el-table__row{
+          background-color: #002652 !important;
+          color: #E6E6E6;
+      }
+      }
+    }
+    .metrics{
+          :deep(.el-input){
+              .el-input__wrapper{
+                  background-color:#FFFFFF00;
+                  background-image:url('../../../assets/images/下拉框.png');
+                  background-size: 100% 100%;
+              }
+              --el-input-text-color:#FFFFFF;
+              --el-input-border-color:#FFFFFF00;
+              --el-input-hover-border-color:#FFFFFF00;
+              --el-input-hover-border:#FFFFFF00;
+              --el-select-border-color-hover:#FFFFFF00;
+              --el-select-input-focus-border-color:#FFFFFF00;
+              --el-input-placeholder-color:#FFFFFF;
+              .el-input__inner{
+                  color:#FFFFFF;
+              }
+          }
+      }
+  }
+  .analysisResults{
+      .el-button {
+          width: 89px;
+          height: 31px;
+          background: url('../../../assets/images/下载.png');
+          color:black;
+          border-color:#FFFFFF00;
+          // background-size: 100% 100%;
+          margin: 15px 0px 5px;
+        }
+  }
+  :deep(.el-form-item__label){
+      color: #FFFFFF;;
+  }
+  .from-item{
+      padding: 20px;
+      .el-input{
+          --el-input-text-color:#FFFFFF;
+          --el-input-bg-color:#002651;
+          --el-input-border-color:#67B3D6;
+      }
+  }
+  .dialog-footer{
+      margin-bottom: 20px;
+  }
+  </style>
+  <style lang="scss">
+  .el-dialog{
+      background:url('../../../assets/images/弹框.png') !important;
+      background-size: 100% 100% !important;
+      .el-dialog__header{
+          padding: 5px 0px;
+          margin-right: 5px !important;
+          .gbImg{
+              cursor: pointer;
+              width: 51px;
+              height: 31px;
+              background-size: 100% 100%;
+          }
+      }
+      .xtImg{
+      margin-left: 18px;
+      width: 530px;
+    }
+  }
+  .my-header {
+    display: flex;
+    flex-direction: row;
+    justify-content: space-between;
+    gap: 16px;
+    text-align: center;
+    span{
+      color: #FFFFFF;
+      padding: 38px 20px 0;
+    }
+  }
+  </style>

src/views/digitalMarketingAlgorithms/components/clusterAnalysis.vue

@@ -5,7 +5,20 @@
           <p style="font-weight: 400;font-size: 12px;color: #E6E6E6;">（给出任务清单参考，做哪些数据的统计分析）Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aenean euismod bibendum laoreet. Proin gravida dolor sit amet lacus accumsan et viverra justo commodo. Proin sodales pulvinar sic tempor. Sociis natoque penatibus et magnis dis parturient montes, nascetur ridiculus mus. Nam fermentum, nulla luctus pharetra vulputate, felis tellus mollis orci, sed rhoncus pronin sapien nunc accuan eget.</p>
       </div>
       <div class="main-but">
-          <el-button><img src="../../../assets/images/导入.png" alt="">算法知识导入</el-button>
+          <el-upload
+           ref="uploadRef"
+           class="upload-demo"
+           :file-list="fileList"
+           :auto-upload="false"
+           :on-change="handleChange"
+           :show-file-list="false"
+           multiple="multiple"
+         >
+           <template #trigger>
+            <el-button><img src="../../../assets/images/导入.png" alt="">算法知识导入</el-button>
+           </template>
+           <!-- <div class="reportPromptFile" v-html="item[`${index}`].path"></div> -->
+         </el-upload>
           <el-button  @click="taskSubmit"><img src="../../../assets/images/提交.png" alt="">实训任务提交</el-button>
       </div>
       <div class="app-main">
@@ -15,7 +28,7 @@
             <span>一、选择指标</span>
           </div>
           <div class="metrics">
-              <el-select v-model="input" placeholder="请选择数据" style="width: 180px">
+              <el-select v-model="input" placeholder="请选择" style="width: 180px" @change="optionData">
                   <el-option
                       v-for="item in options"
                       :key="item.value"
@@ -25,19 +38,19 @@
               </el-select>
           </div>
           <div class="metrics-table" style="margin-top: 10px">
-              <el-table border :data="tableData" style="width: 100%" :header-cell-style="headerCellStyle">
+              <el-table border :data="tableData" style="width: 100%" :header-cell-style="headerCellStyle" @selection-change="handleSelectionChange" >
-                  <el-table-column type="selection" prop="date" label="Date"  align="center"/>
+                  <el-table-column type="selection" label="Date" align="center"  :selectable="flag"/>
-                  <el-table-column prop="name" label="指标"  align="center"/>
+                  <el-table-column prop="text" label="指标"  align="center"/>
               </el-table>
-              <el-button>确定</el-button>
+              <el-button @click="taskZB">确定</el-button>
           </div>
           <div class="left-top">
             <span>二、数据预处理</span>
           </div>
           <div class="metrics">
-              <el-select v-model="input" placeholder="请选择数据" style="width: 180px">
+              <el-select v-model="input2" @change="optionData2" placeholder="请选择" style="width: 180px">
                   <el-option
-                      v-for="item in options"
+                      v-for="item in options2"
                       :key="item.value"
                       :label="item.label"
                       :value="item.value"
@@ -45,9 +58,9 @@
               </el-select>
           </div>
           <div class="metrics" style="margin-top:15px">
-              <el-select v-model="input" placeholder="请选择数据" style="width: 180px">
+              <el-select v-model="input3" @change="optionData2" placeholder="请选择" style="width: 180px">
                   <el-option
-                      v-for="item in options"
+                      v-for="item in options3"
                       :key="item.value"
                       :label="item.label"
                       :value="item.value"
@@ -58,11 +71,32 @@
             <span>三、模型参数设置</span>
           </div>
           <div class="metrics-table" style="margin-top: 10px">
-              <el-table border :data="tableData" style="width: 100%" :header-cell-style="headerCellStyle">
+              <span style="font-weight: 400;font-size: 12px;color: #FFFFFF;">
-                  <el-table-column type="selection" prop="date" label="Date"  align="center"/>
+                聚类方法：
-                  <el-table-column prop="name" label="指标"  align="center"/>
+              </span>
-              </el-table>
+              <div class="metrics" style="margin-top:10px">
-              <el-button>计算</el-button>
+                    <el-select v-model="input4" placeholder="请选择" style="width: 180px">
+                        <el-option
+                            v-for="item in options4"
+                            :key="item.value"
+                            :label="item.label"
+                            :value="item.value"
+                        />
+                    </el-select>
+                </div>
+                <div style="margin-top:10px">
+                    <span style="font-weight: 400;font-size: 12px;color: #FFFFFF;">
+                    设置簇数K值：
+                    </span>
+                    <el-input v-model="input5" style="width: 180px;margin-top:5px"/>
+                </div>
+                <div style="margin-top:10px">
+                    <span style="font-weight: 400;font-size: 12px;color: #FFFFFF;">
+                    最大迭代次数：
+                    </span>
+                    <el-input v-model="input6" style="width: 180px;margin-top:5px"/>
+                </div>
+              <el-button @click="computation">计算</el-button>
           </div>
           </div>
   <div style="margin-top: auto;">
@@ -76,7 +110,7 @@
         <div class="main-right">
           <div>
               <span style="font-weight: bold;font-size: 18px;color: #3596EB;">分析数据：</span>
-              <el-table :data="tableData"  style="width: 94%;margin-top:10px" :header-cell-style="headerCellStyle" height="350">
+              <el-table :data="tableData2"  style="width: 94%;margin-top:10px" :header-cell-style="headerCellStyle" height="350">
                   <el-table-column v-for="column in tableLabel" :key="column.prop" :prop="column.prop" :label="column.label" align="center"/>
               </el-table>
               <el-pagination style="margin-top:10px" background layout="prev, pager, next" :total="1000" />
@@ -89,6 +123,17 @@
               </el-table>
               <el-pagination style="margin-top:10px" background layout="prev, pager, next" :total="1000" />
           </div>
+          <div style="margin-top:20px;gap:25px;display: flex;">
+            <!-- <img src="../../../assets/images/图1.png" alt=""> -->
+            <div style="background:#FFFFFF;">
+                <div id="main" style="width: 500px;height: 500px;"></div>
+            </div>
+            
+            <div style="background:#FFFFFF;">
+                <div id="main" style="width: 500px;height: 500px;"></div>
+            </div>
+
+          </div>
         </div>
       </div>
     </el-scrollbar>
@@ -96,7 +141,7 @@
     <el-dialog
       v-model="dialogVisible"
       title="实训任务提交"
-      width="565"
+      width="600"
       custom-class="dialogClass"
       :show-close="false"
     >
@@ -108,44 +153,29 @@
         <img class="xtImg" src="../../../assets/images/线条.png" alt="">
       </template>
       <div class="from-item">
-          <el-form :inline="true" label-position="right" label-width="84px" :model="form" class="demo-form-inline">
+          <el-form :inline="true" label-position="right" label-width="115px" :model="form" class="demo-form-inline">
-              <el-form-item label="平均数：">
+              <el-form-item label="聚类个数：">
                   <el-input style="width: 120px;" v-model="formInline.user" clearable />
               </el-form-item>
-              <el-form-item label="众数：">
+              <el-form-item label="最大迭代次数：">
                   <el-input style="width: 120px;" v-model="formInline.user" clearable />
               </el-form-item>
-              <el-form-item label="中位数：">
+            </el-form>
-                  <el-input style="width: 120px;" v-model="formInline.user" clearable />
+              <span style="color:#FFFFFF;font-weight: 700;">各簇类特征描述：</span>
+            <el-form :inline="true" label-position="right" style="margin:15px 0" label-width="115px" :model="form" class="demo-form-inline">
+              <el-form-item label="簇类1:">
+                  <el-input style="width: 240px;" v-model="formInline.user" clearable />
               </el-form-item>
-              <el-form-item label="标准差：">
+              <el-form-item label="簇类2:">
-                  <el-input style="width: 120px;" v-model="formInline.user" clearable />
+                  <el-input style="width: 240px;" v-model="formInline.user" clearable />
               </el-form-item>
-              <el-form-item label="方差：">
+              <el-form-item label="簇类3:">
-                  <el-input style="width: 120px;" v-model="formInline.user" clearable />
+                  <el-input style="width: 240px;" v-model="formInline.user" clearable />
               </el-form-item>
-              <el-form-item label="峰度：">
+              <el-form-item label="簇类4:">
-                  <el-input style="width: 120px;" v-model="formInline.user" clearable />
+                  <el-input style="width: 240px;" v-model="formInline.user" clearable />
-              </el-form-item>
-              <el-form-item label="标准误差：">
-                  <el-input style="width: 120px;" v-model="formInline.user" clearable />
-              </el-form-item>
-              <el-form-item label="偏度：">
-                  <el-input style="width: 120px;" v-model="formInline.user" clearable />
-              </el-form-item>
-              <el-form-item label="最大值：">
-                  <el-input style="width: 120px;" v-model="formInline.user" clearable />
-              </el-form-item>
-              <el-form-item label="最小值：">
-                  <el-input style="width: 120px;" v-model="formInline.user" clearable />
               </el-form-item>
-              <el-form-item label="求和：">
+              </el-form>
-                  <el-input style="width: 120px;" v-model="formInline.user" clearable />
-              </el-form-item>
-              <el-form-item label="观测数：">
-                  <el-input style="width: 120px;" v-model="formInline.user" clearable />
-              </el-form-item>
-          </el-form>
       </div>
       <template #footer>
         <div class="dialog-footer">
@@ -159,79 +189,300 @@
   </template>
   
   <script setup>
+  import * as echarts from 'echarts';
+  import ecStat from 'echarts-stat';
+  import * as API from '@/api/AI.js'
+  import { getUserInfo } from "@/utils/auth";
+import { onMounted } from 'vue';
+const { proxy } = getCurrentInstance()
   const dialogVisible=ref(false)
   const tableLabel=reactive([
-      {prop:'date',label:'用户ID'},
+      {prop:'date',label:''},
-      {prop:'name',label:'登录名'},
-      {prop:'name',label:'用户姓名'},
-      {prop:'name',label:'学号'},
-      {prop:'name',label:'班级'},
-      {prop:'name',label:'专业'},
-      {prop:'name',label:'学校'},
-      {prop:'name',label:'角色名称'},
-      {prop:'name',label:'角色性别'},
-      {prop:'name',label:'角色年龄'},
-      {prop:'name',label:'注册时间'},
-      {prop:'name',label:'所在地'}
   ])
-  const formInline=reactive({
+  const getList=()=>{
-      user:'',
+    API.selectionMetrics({userId:JSON.parse(getUserInfo()).userId}).then((res)=>{
-      region:''
+        res.data.forEach(element => {
-  })
+            options.value.push({
-  const input=ref()
+                value:element,
-  const options = [
+                label:element
-    {
+            })
-      value: 'Option1',
+        })
-      label: 'Option1',
+    })
-    },
+  }
+  const fileList=ref([])
+  const handleChange=(info)=>{
+    fileList.value.push(info);
+  }
+  const flag=ref(false)
+  onMounted(()=>{
+    getList()
+    var chartDom = document.getElementById('main');
+    var myChart = echarts.init(chartDom);
+    var option;
+    echarts.registerTransform(ecStat.transform.clustering);
+const data = [
+  [3.275154, 2.957587],
+  [-3.344465, 2.603513],
+  [0.355083, -3.376585],
+  [1.852435, 3.547351],
+  [-2.078973, 2.552013],
+  [-0.993756, -0.884433],
+  [2.682252, 4.007573],
+  [-3.087776, 2.878713],
+  [-1.565978, -1.256985],
+  [2.441611, 0.444826],
+  [-0.659487, 3.111284],
+  [-0.459601, -2.618005],
+  [2.17768, 2.387793],
+  [-2.920969, 2.917485],
+  [-0.028814, -4.168078],
+  [3.625746, 2.119041],
+  [-3.912363, 1.325108],
+  [-0.551694, -2.814223],
+  [2.855808, 3.483301],
+  [-3.594448, 2.856651],
+  [0.421993, -2.372646],
+  [1.650821, 3.407572],
+  [-2.082902, 3.384412],
+  [-0.718809, -2.492514],
+  [4.513623, 3.841029],
+  [-4.822011, 4.607049],
+  [-0.656297, -1.449872],
+  [1.919901, 4.439368],
+  [-3.287749, 3.918836],
+  [-1.576936, -2.977622],
+  [3.598143, 1.97597],
+  [-3.977329, 4.900932],
+  [-1.79108, -2.184517],
+  [3.914654, 3.559303],
+  [-1.910108, 4.166946],
+  [-1.226597, -3.317889],
+  [1.148946, 3.345138],
+  [-2.113864, 3.548172],
+  [0.845762, -3.589788],
+  [2.629062, 3.535831],
+  [-1.640717, 2.990517],
+  [-1.881012, -2.485405],
+  [4.606999, 3.510312],
+  [-4.366462, 4.023316],
+  [0.765015, -3.00127],
+  [3.121904, 2.173988],
+  [-4.025139, 4.65231],
+  [-0.559558, -3.840539],
+  [4.376754, 4.863579],
+  [-1.874308, 4.032237],
+  [-0.089337, -3.026809],
+  [3.997787, 2.518662],
+  [-3.082978, 2.884822],
+  [0.845235, -3.454465],
+  [1.327224, 3.358778],
+  [-2.889949, 3.596178],
+  [-0.966018, -2.839827],
+  [2.960769, 3.079555],
+  [-3.275518, 1.577068],
+  [0.639276, -3.41284]
+];
+const redPoints = [
+  [4, 3], // 红色点1的坐标
+  [-4, -4], // 红色点2的坐标
+  [2, -2] // 红色点3的坐标
+];
+var CLUSTER_COUNT = 6;
+var DIENSIION_CLUSTER_INDEX = 2;
+var COLOR_ALL = [
+  '#37A2DA',
+  '#e06343',
+  '#37a354',
+  '#b55dba',
+  '#b5bd48',
+  '#8378EA',
+  '#96BFFF'
+];
+var pieces = [];
+for (var i = 0; i < CLUSTER_COUNT; i++) {
+  pieces.push({
+    value: i,
+    label: 'cluster ' + i,
+    color: COLOR_ALL[i]
+  });
+}
+option = {
+  dataset: [
     {
-      value: 'Option2',
+      source: data
-      label: 'Option2',
     },
     {
-      value: 'Option3',
+      transform: {
-      label: 'Option3',
+        type: 'ecStat:clustering',
-    },
+        // print: true,
+        config: {
+          clusterCount: CLUSTER_COUNT,
+          outputType: 'single',
+          outputClusterIndexDimension: DIENSIION_CLUSTER_INDEX
+        }
+      }
+    }
+  ],
+  tooltip: {
+    position: 'top'
+  },
+  visualMap: {
+    show: false,
+    type: 'piecewise',
+    // top: 'middle',
+    min: 0,
+    max: CLUSTER_COUNT,
+    left: 10,
+    splitNumber: CLUSTER_COUNT,
+    dimension: DIENSIION_CLUSTER_INDEX,
+    pieces: pieces
+  },
+  grid: {
+    left: 120
+  },
+  xAxis: {},
+  yAxis: {},
+  series: [
     {
-      value: 'Option4',
+      type: 'scatter',
-      label: 'Option4',
+      encode: { tooltip: [0, 1] },
+      symbolSize: 15,
+      itemStyle: {
+        borderColor: '#555'
+      },
+      datasetIndex: 1
     },
     {
-      value: 'Option5',
+      type: 'scatter',
-      label: 'Option5',
+      data: redPoints,
-    },
+      symbolSize: 15,
+      symbol: 'circle',
+      itemStyle: {
+        color: 'red', // 填充颜色
+        borderColor: 'red', // 边框颜色
+        opacity: 1 // 设置为不透明
+      },
+      tooltip: {
+        formatter: function (params) {
+          return params.value[0] + ' ' + params.value[1]; // 显示 X 和 Y 轴的值
+        }
+      }
+    }
   ]
-  const taskSubmit=()=>{
+};
-      dialogVisible.value=true
+
+option && myChart.setOption(option);
+  })
+  const optionData=()=>{
+    API.viewingMetrics({userId:JSON.parse(getUserInfo()).userId,tableName:input.value}).then((res)=>{
+        tableData.value=[]
+        res.data.forEach(element => {
+            tableData.value.push({
+                text:element
+            })
+        })
+    })
   }
-  const tableData = [
+  const selectedRows = ref([]);
+  const handleSelectionChange = (selection) => {
+    selectedRows.value = selection;
+    };
+const tableData2=ref([])
+const resTable2=ref()
+    const taskZB=()=>{
+        flag.value=true
+        if(!selectedRows.value){
+            return
+        }
+        const sendData={
+            tableName:input.value,
+            userId:JSON.parse(getUserInfo()).userId,
+            fieldList:selectedRows.value.map(item=>item.text)
+        }
+        API.analysisDataDisplay(sendData).then((res)=>{
+            tableLabel.length=0
+                for (const key in res.data[0]) {
+                    tableLabel.push({
+                        label:key,
+                        prop:key
+                    })
+                }
+                tableData2.value=res.data
+            flag.value=true
+        })
+    }
+  const formInline=reactive({
+      user:'',
+      region:''
+  })
+  const input=ref()
+  const options = ref([])
+  const input2=ref()
+  const options2=ref([
     {
-      date: '2016-05-03',
+        value:'数据区重',
-      name: 'Tom',
+        label:'数据去重'
-      address: 'No. 189, Grove St, Los Angeles',
+    }
-    },
+  ])
+  const input3=ref()
+  const options3=ref([
     {
-      date: '2016-05-02',
+        value:'缺失值处理--剔除数据',
-      name: 'Tom',
+        label:'缺失值处理--剔除数据'
-      address: 'No. 189, Grove St, Los Angeles',
+    },{
+        value:'缺失值处理--均值替换',
+        label:'缺失值处理--均值替换'
     },
+  ])
+  const input4=ref()
+  const options4=ref([
     {
-      date: '2016-05-04',
+        value:'K-means',
-      name: 'Tom',
+        label:'K-means'
-      address: 'No. 189, Grove St, Los Angeles',
-    },
-  {
-      date: '2016-05-04',
-      name: 'Tom',
-      address: 'No. 189, Grove St, Los Angeles',
     },
-  ]
+  ])
+  const input5=ref()
+  const input6=ref()
+  const taskSubmit=()=>{
+      dialogVisible.value=true
+  }
+  const tableData = ref([
+    
+  ])
   const headerCellStyle=()=>{
        return {
       backgroundColor: "#1882DE !important", // 设置表头背景颜色
       color: "#ffffff !important",
     };
   }
+  const optionData2=()=>{
+    if(input2.value&&input3.value){
+        const sendData=ref({
+            mapList:tableData2.value,
+            method:input3.value,
+            userId:JSON.parse(getUserInfo()).userId
+        })
+        API.dataPreprocessing(sendData.value).then((res)=>{
+            resTable2.value=res.data
+            tableData2.value=[]
+            tableData2.value=res.data
+            proxy.$modal.msgSuccess("预处理成功！");
+        })
+    }
+  }
+  const computation=()=>{
+    if(input5.value&&input6.value&&input4.value){
+        const sendData={
+            k:input5.value,
+            t:input6.value,
+            userId:JSON.parse(getUserInfo()).userId,
+            deduplicatedDataList:resTable2.value
+        }
+        API.clusterAnalysis(sendData).then((res)=>{
+            
+        })
+    }
+  }
   </script>
   
   <style lang="scss" scoped>
@@ -274,7 +525,7 @@
       min-height: 965px;
       display: flex;
       width: 205px;
-      height: 100%;
+    //   height: 100%;
       background: #041c49;
       padding: 0px 10px;
       .left-top {
@@ -295,6 +546,11 @@
           background-size: 100% 100%;
           margin: 15px;
         }
+        .el-input{
+            --el-input-text-color:#FFFFFF;
+          --el-input-bg-color:#002651;
+          --el-input-border-color:#67B3D6;
+        }
       }
       .startOver{
           margin-left: -10px;
@@ -318,7 +574,7 @@
     }
     .main-right {
       width: 1639px;
-      height: 100%;
+    //   height: 100%;
       padding: 20px;
       border: 1px solid #0452c6;
       :deep(.el-table__header){

src/views/learningCenter/evaluation.vue

@@ -1,5 +1,5 @@
 <template>
-   <el-scrollbar height="760px" always>
+   <el-scrollbar height="850px" always>
      <div class="app-container">
        <div class="tl_top">
          <div class="eval_top">
@@ -219,7 +219,7 @@ import { onMounted } from "vue";
  })
  const submitDialogVisible1 = () => {
    const newArray = [];
-      API.checkLearningAssessment(data.value).then((res)=>{
+      API.hashFunctionLearningReview(data.value).then((res)=>{
          mlist.value = res.data;
        mlist.value.forEach((item) => {
          answerData.value.push(item.studentAnswer)
@@ -299,7 +299,7 @@ import { onMounted } from "vue";
  const isTask=ref(false)
  let number=0
  const TaskAssessment1 = async (TaskData) => {
-   TaskData.stuLearningAssessmentScoreDTO.stuLearningAssessmentDTOS.forEach(item => {
+   TaskData.stuScoreDetailsDTO.stuLearningAssessmentDTOS.forEach(item => {
      if(item.studentAnswer[0]===null||item.studentAnswer.length===0){
       isTask.value=true
      }
@@ -348,7 +348,7 @@ import { onMounted } from "vue";
    });
    const mlistArray = Object.values(mlist.value);
    const transformedData = {
-     stuLearningAssessmentScoreDTO: {
+    stuScoreDetailsDTO: {
        userId: JSON.parse(getUserInfo()).userId,
        learningProjects: "学习测评",
        assessmentItems: "客观题测试",
@@ -375,7 +375,7 @@ import { onMounted } from "vue";
        }),
      },
    };
-   transformedData.stuLearningAssessmentScoreDTO.stuLearningAssessmentDTOS.forEach(
+   transformedData.stuScoreDetailsDTO.stuLearningAssessmentDTOS.forEach(
      (item) => {
        // console.log(item,"89465845");
        if (item.topicType === "多选题") {
@@ -433,7 +433,7 @@ import { onMounted } from "vue";
     width: 82%;
     height: 45px;
     z-index: 999;
-    top: 158px;
+    top: 80px;
     right: 50px;
     background-color: white;
  }
@@ -515,7 +515,7 @@ import { onMounted } from "vue";
    border: 1px solid #e5e5e5;
  }
  .eval_main0 {
-   margin-top: 122px !important;
+   margin-top: 53px !important;
  }
  .correctStyleSingleChoiceQuestions.el-radio.is-bordered.is-checked {
    border-color: #00bb00 !important;

src/views/learningCenter/learningResources.vue

@@ -2,7 +2,7 @@
   <div class="app-container">
     <el-scrollbar height="780px" always>
     <!-- <div class="app-container"> -->
-      <!-- <div class="main"> -->
+      <div class="main">
         <el-row :gutter="40">
           <el-col :span="3" v-for="i in item" :key="i">
             <div class="zs">
@@ -21,7 +21,7 @@
             </div>
           </el-col>
         </el-row>
-      <!-- </div> -->
+      </div>
     <!-- </div> -->
   </el-scrollbar>
   </div>
@@ -33,7 +33,7 @@
   import { getUserInfo } from '@/utils/auth'
  import { onMounted } from "vue";
   const getImg=(i)=>{
-    return getAssetsFile('images/'+i)
+    return getAssetsFile(i)
   }
   const getImgLink=(i)=>{
     return i
@@ -81,7 +81,7 @@
       </head>
       <body>
           <video controls autoplay controlsList="nodownload">
-              <source src="http://118.31.7.2:96/report${i}" type="video/mp4">
+              <source src="http://192.168.2.16:9868/report${i}" type="video/mp4">
           </video>
       </body>
       </html>
@@ -89,7 +89,7 @@
   }
   if(i.includes('pdf')){
     //  window.open(`http://qkljr.sztzjy.com:90/api/stu/concept/block/getResource?`+`module=${data2.module}`+`&name=${i}#toolbar=0`)
-     window.open(`http://118.31.7.2:96/report${i}#toolbar=0`)
+     window.open(`http://192.168.2.16:9868/report${i}#toolbar=0`)
     // window.open(`http://202.199.90.115:8800/api/stu/concept/block/getResource?`+`module=${data2.module}`+`&name=${i}`)
   }
   
@@ -121,7 +121,7 @@
     // border-radius: 6px;
     // padding: 25px 25px 25px 0;
     .k_main {
-      width: 98%;
+      width: 100%;
       display: inline-block;
       margin: 20px;
       box-shadow: 5px 5px 10px rgba(0, 0, 0, 0.3);
@@ -138,6 +138,8 @@
       border-radius: 8px;
     }
     .main {
+      width: 100%; /* 确保宽度不超过容器宽度 */
+  overflow-x: hidden; /* 确保不出现水平滚动条 */
     }
     .el_top {
       height: 66px;
@@ -155,10 +157,10 @@
       display: flex;
       justify-content: center;
       background-color: whitesmoke;
-      padding: 10px 27px 10px 27px;
+      // padding: 10px 27px 10px 27px;
       img {
-        width: 151px;
+        width: 159px;
-        height: 180px;
+        height: 184px;
       }
     }
     .el-row {