add:添加行为记录可视化热度图

src/assets/behavior_records.json

@@ -0,0 +1,3674 @@
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+        "endStamp": 280103.0,
+        "pauseTime": 126.0
+    },
+    {
+        "type": "insert",
+        "retain": 338,
+        "insert": "m",
+        "startStamp": 280200.0,
+        "endStamp": 280294.0,
+        "pauseTime": 159.0
+    },
+    {
+        "type": "insert",
+        "retain": 339,
+        "insert": "a",
+        "startStamp": 280394.0,
+        "endStamp": 280487.0,
+        "pauseTime": 194.0
+    },
+    {
+        "type": "delete",
+        "retain": 339,
+        "insert": " ",
+        "startStamp": 280961.0,
+        "endStamp": 281023.0,
+        "pauseTime": 567.0
+    },
+    {
+        "type": "insert",
+        "retain": 339,
+        "insert": "y",
+        "startStamp": 281344.0,
+        "endStamp": 281410.0,
+        "pauseTime": 383.0
+    },
+    {
+        "type": "delete",
+        "retain": 339,
+        "insert": " ",
+        "startStamp": 281675.0,
+        "endStamp": 281715.0,
+        "pauseTime": 331.0
+    },
+    {
+        "type": "insert",
+        "retain": 339,
+        "insert": "u",
+        "startStamp": 281905.0,
+        "endStamp": 281980.0,
+        "pauseTime": 230.0
+    },
+    {
+        "type": "insert",
+        "retain": 340,
+        "insert": "c",
+        "startStamp": 281985.0,
+        "endStamp": 282048.0,
+        "pauseTime": 80.0
+    },
+    {
+        "type": "insert",
+        "retain": 341,
+        "insert": "h",
+        "startStamp": 282103.0,
+        "endStamp": 282185.0,
+        "pauseTime": 118.0
+    },
+    {
+        "type": "insert",
+        "retain": 342,
+        "insert": " ",
+        "startStamp": 282120.0,
+        "endStamp": 282199.0,
+        "pauseTime": 17.0
+    },
+    {
+        "type": "insert",
+        "retain": 343,
+        "insert": "t",
+        "startStamp": 282505.0,
+        "endStamp": 282592.0,
+        "pauseTime": 385.0
+    },
+    {
+        "type": "insert",
+        "retain": 344,
+        "insert": "i",
+        "startStamp": 282599.0,
+        "endStamp": 282671.0,
+        "pauseTime": 94.0
+    },
+    {
+        "type": "insert",
+        "retain": 345,
+        "insert": "m",
+        "startStamp": 282763.0,
+        "endStamp": 282871.0,
+        "pauseTime": 164.0
+    },
+    {
+        "type": "insert",
+        "retain": 346,
+        "insert": "e",
+        "startStamp": 282880.0,
+        "endStamp": 282961.0,
+        "pauseTime": 117.0
+    },
+    {
+        "type": "insert",
+        "retain": 347,
+        "insert": " ",
+        "startStamp": 283623.0,
+        "endStamp": 283744.0,
+        "pauseTime": 743.0
+    },
+    {
+        "type": "insert",
+        "retain": 348,
+        "insert": "i",
+        "startStamp": 284225.0,
+        "endStamp": 284251.0,
+        "pauseTime": 602.0
+    },
+    {
+        "type": "delete",
+        "retain": 348,
+        "insert": " ",
+        "startStamp": 284670.0,
+        "endStamp": 284727.0,
+        "pauseTime": 445.0
+    },
+    {
+        "type": "insert",
+        "retain": 348,
+        "insert": "o",
+        "startStamp": 284881.0,
+        "endStamp": 284964.0,
+        "pauseTime": 211.0
+    },
+    {
+        "type": "insert",
+        "retain": 349,
+        "insert": "n",
+        "startStamp": 285054.0,
+        "endStamp": 285122.0,
+        "pauseTime": 173.0
+    },
+    {
+        "type": "insert",
+        "retain": 350,
+        "insert": " ",
+        "startStamp": 285168.0,
+        "endStamp": 285232.0,
+        "pauseTime": 114.0
+    },
+    {
+        "type": "insert",
+        "retain": 351,
+        "insert": "h",
+        "startStamp": 285508.0,
+        "endStamp": 285576.0,
+        "pauseTime": 340.0
+    },
+    {
+        "type": "insert",
+        "retain": 352,
+        "insert": "e",
+        "startStamp": 285591.0,
+        "endStamp": 285664.0,
+        "pauseTime": 83.0
+    },
+    {
+        "type": "delete",
+        "retain": 352,
+        "insert": " ",
+        "startStamp": 285935.0,
+        "endStamp": 285988.0,
+        "pauseTime": 344.0
+    },
+    {
+        "type": "insert",
+        "retain": 352,
+        "insert": "i",
+        "startStamp": 286158.0,
+        "endStamp": 286236.0,
+        "pauseTime": 223.0
+    },
+    {
+        "type": "insert",
+        "retain": 353,
+        "insert": "s",
+        "startStamp": 286248.0,
+        "endStamp": 286318.0,
+        "pauseTime": 90.0
+    },
+    {
+        "type": "insert",
+        "retain": 354,
+        "insert": " ",
+        "startStamp": 286402.0,
+        "endStamp": 286467.0,
+        "pauseTime": 154.0
+    },
+    {
+        "type": "insert",
+        "retain": 355,
+        "insert": "p",
+        "startStamp": 286604.0,
+        "endStamp": 286687.0,
+        "pauseTime": 202.0
+    },
+    {
+        "type": "insert",
+        "retain": 356,
+        "insert": "h",
+        "startStamp": 286817.0,
+        "endStamp": 286872.0,
+        "pauseTime": 213.0
+    },
+    {
+        "type": "insert",
+        "retain": 357,
+        "insert": "o",
+        "startStamp": 287458.0,
+        "endStamp": 287526.0,
+        "pauseTime": 641.0
+    },
+    {
+        "type": "insert",
+        "retain": 358,
+        "insert": "n",
+        "startStamp": 287612.0,
+        "endStamp": 287681.0,
+        "pauseTime": 154.0
+    },
+    {
+        "type": "insert",
+        "retain": 359,
+        "insert": "e",
+        "startStamp": 287692.0,
+        "endStamp": 287752.0,
+        "pauseTime": 80.0
+    },
+    {
+        "type": "insert",
+        "retain": 360,
+        "insert": " ",
+        "startStamp": 288935.0,
+        "endStamp": 289041.0,
+        "pauseTime": 1243.0
+    },
+    {
+        "type": "insert",
+        "retain": 361,
+        "insert": "d",
+        "startStamp": 289846.0,
+        "endStamp": 289919.0,
+        "pauseTime": 911.0
+    },
+    {
+        "type": "insert",
+        "retain": 362,
+        "insert": "u",
+        "startStamp": 289960.0,
+        "endStamp": 290017.0,
+        "pauseTime": 114.0
+    },
+    {
+        "type": "insert",
+        "retain": 363,
+        "insert": "r",
+        "startStamp": 290088.0,
+        "endStamp": 290150.0,
+        "pauseTime": 128.0
+    },
+    {
+        "type": "insert",
+        "retain": 364,
+        "insert": "i",
+        "startStamp": 290167.0,
+        "endStamp": 290225.0,
+        "pauseTime": 79.0
+    },
+    {
+        "type": "insert",
+        "retain": 365,
+        "insert": "n",
+        "startStamp": 290313.0,
+        "endStamp": 290373.0,
+        "pauseTime": 146.0
+    },
+    {
+        "type": "insert",
+        "retain": 366,
+        "insert": "g",
+        "startStamp": 290384.0,
+        "endStamp": 290431.0,
+        "pauseTime": 71.0
+    },
+    {
+        "type": "insert",
+        "retain": 367,
+        "insert": " ",
+        "startStamp": 290587.0,
+        "endStamp": 290632.0,
+        "pauseTime": 203.0
+    },
+    {
+        "type": "insert",
+        "retain": 368,
+        "insert": "p",
+        "startStamp": 292353.0,
+        "endStamp": 292384.0,
+        "pauseTime": 1766.0
+    },
+    {
+        "type": "delete",
+        "retain": 368,
+        "insert": " ",
+        "startStamp": 292644.0,
+        "endStamp": 292686.0,
+        "pauseTime": 291.0
+    },
+    {
+        "type": "insert",
+        "retain": 368,
+        "insert": "l",
+        "startStamp": 292853.0,
+        "endStamp": 292913.0,
+        "pauseTime": 209.0
+    },
+    {
+        "type": "insert",
+        "retain": 369,
+        "insert": "e",
+        "startStamp": 292934.0,
+        "endStamp": 293002.0,
+        "pauseTime": 81.0
+    },
+    {
+        "type": "insert",
+        "retain": 370,
+        "insert": "c",
+        "startStamp": 293108.0,
+        "endStamp": 293176.0,
+        "pauseTime": 174.0
+    },
+    {
+        "type": "insert",
+        "retain": 371,
+        "insert": "t",
+        "startStamp": 293262.0,
+        "endStamp": 293329.0,
+        "pauseTime": 154.0
+    },
+    {
+        "type": "insert",
+        "retain": 372,
+        "insert": "u",
+        "startStamp": 293495.0,
+        "endStamp": 293575.0,
+        "pauseTime": 233.0
+    },
+    {
+        "type": "insert",
+        "retain": 373,
+        "insert": "r",
+        "startStamp": 295719.0,
+        "endStamp": 295816.0,
+        "pauseTime": 2224.0
+    },
+    {
+        "type": "insert",
+        "retain": 374,
+        "insert": "e",
+        "startStamp": 295808.0,
+        "endStamp": 295880.0,
+        "pauseTime": 89.0
+    },
+    {
+        "type": "insert",
+        "retain": 375,
+        "insert": "s",
+        "startStamp": 295997.0,
+        "endStamp": 296067.0,
+        "pauseTime": 189.0
+    },
+    {
+        "type": "insert",
+        "retain": 376,
+        "insert": ".",
+        "startStamp": 297946.0,
+        "endStamp": 298006.0,
+        "pauseTime": 1949.0
+    },
+    {
+        "type": "copy",
+        "retain": 377,
+        "insert": "Schools should encourage face-to-face learning and provide technology only when necessary. By limiting phone use, students can improve concentration and academic performance. ",
+        "startStamp": 305145.0,
+        "endStamp": 305249.0,
+        "pauseTime": 7199.0
+    }
+]

src/router/index.ts

@@ -46,6 +46,11 @@ const router = createRouter({
           name: "profile",
           component: () => import('@/views/Profile.vue')
         },
+        {
+          path: "HeatMap",
+          name: 'HeatMap',
+          component: () => import("../views/HeatMapPage/HeatMap.vue"),
+        },
         {
           path: 'courseSquare',
           name: 'courseSquare',

src/views/CorrectPage/CorrectPage.vue

@@ -47,6 +47,12 @@
             <a :href="scope.row.recordFileUrl" target="_blank">{{ scope.row.recordFileUrl }}</a>
           </template>
         </el-table-column>
+        <!-- update: 行为记录可视化热度图 -->
+        <el-table-column label="热度图">
+          <template #default="scope">
+            <el-button @click="openHeatmap(scope.row)">查看</el-button>
+          </template>
+        </el-table-column>
         <el-table-column prop="time" label="时间"></el-table-column>
         <el-table-column prop="studentId" label="学生 ID"></el-table-column>
       </el-table>
@@ -136,6 +142,18 @@ const getBehaviorRecords = () => {
       })
 }
 
+const openHeatmap = (row: any) => {
+  const { id, assignmentId, studentId } = row;
+  router.push({
+    name: 'HeatMap',
+    // params: {
+    //   id,
+    //   assignmentId,
+    //   studentId
+    // }
+  })
+};
+
 const downloadAllFiles = () => {
   fileList.forEach((item) => {
     const link = document.createElement('a');

src/views/HeatMapPage/HeatMap.vue

@@ -0,0 +1,292 @@
+<template>
+  <div id="HeatMap">
+    <div class="container">
+      <!-- 文本和热度图显示区域 -->
+      <div class="text-container">
+        <div
+            v-for="(line, lineIndex) in formattedLines"
+            :key="lineIndex"
+            class="text-line"
+        >
+          <!-- 显示文本行 -->
+          <span
+              v-for="(char, charIndex) in line.chars"
+              :key="charIndex"
+              class="char"
+          >
+            {{ char }}
+          </span>
+          <!-- 显示热度图 -->
+          <div
+              class="heatmap"
+              :style="{ width: `${line.width}px` }"
+          >
+            <div
+                v-for="(item, itemIndex) in line.pauses"
+                :key="itemIndex"
+                class="heatmap-rect"
+                :style="{
+                backgroundColor: getColor(item.totalPauseTime),
+                left: `${item.position}px`,
+                width: `${heatmapRectWidth}px`,
+                height: `${heatmapRectHeight}px`
+              }"
+                @mouseover="showTooltip(item.totalPauseTime, $event)"
+                @mouseout="hideTooltip"
+            />
+          </div>
+        </div>
+      </div>
+
+      <!-- 颜色图例 -->
+      <div class="legend">
+        <div
+            v-for="(item, index) in colorLegend"
+            :key="index"
+            class="legend-item"
+        >
+          <div
+              class="legend-color"
+              :style="{ backgroundColor: item.color }"
+          />
+          <span>{{ item.label }}</span>
+        </div>
+      </div>
+
+      <!-- 提示框 -->
+      <div
+          v-if="tooltipVisible"
+          class="tooltip"
+          :style="{ left: `${tooltipX}px`, top: `${tooltipY}px` }"
+      >
+        totalPauseTime = {{ tooltipText }}ms
+      </div>
+    </div>
+  </div>
+</template>
+
+<script setup>
+import {ref, computed} from 'vue'
+// 引入行为记录数据
+import actionData from '@/assets/behavior_records.json'
+
+// 响应式数据 - 控制UI元素尺寸
+const charWidth = ref(12) // 普通字符宽度（像素）
+const spaceWidth = ref(8) // 空格字符宽度（像素）
+const heatmapRectWidth = ref(8) // 热度图矩形宽度（像素）
+const heatmapRectHeight = ref(12) // 热度图矩形高度（像素）
+const heatmapOffset = ref(5) // 热度图与文本的垂直偏移（像素）
+const lineHeight = ref(30) // 文本行高（像素）
+
+// 提示框相关数据
+const tooltipVisible = ref(false)
+const tooltipText = ref('')
+const tooltipX = ref(0)
+const tooltipY = ref(0)
+
+// 定义停顿时间与颜色的映射关系
+const colorLegend = ref([
+  {time: 500, color: '#FFF6CC', label: '≤500ms'},
+  {time: 1000, color: '#FFD699', label: '500-1000ms'},
+  {time: 1500, color: '#FFA64D', label: '1000-1500ms'},
+  {time: 2000, color: '#FF7519', label: '1500-2000ms'},
+  {time: Infinity, color: '#CC2900', label: '≥2000ms'}
+])
+
+// 计算属性 - 处理原始数据并格式化为多行显示
+const formattedLines = computed(() => {
+  // 计算每行最大宽度（适应窗口大小）
+  const maxLineWidth = Math.min(1000, window.innerWidth - 40)
+  // 使用Map存储每个位置的字符、第一次操作的startStamp、最后一次操作的startStamp和保留位置
+  const positionMap = new Map()
+  let lastStartStamp = 0;
+
+  // 处理原始数据，合并相同位置的记录
+  actionData.forEach(item => {
+    // 只处理 insert、delete、copy 类型的数据条目
+    if (['insert', 'delete', 'copy'].includes(item.type)) {
+      const {retain, insert, startStamp} = item
+      // 删除操作显示为空格
+      const char = item.type === 'delete' ? ' ' : insert
+
+      if (positionMap.has(retain)) {
+        // 已有记录，更新字符和最后一次操作的startStamp
+        const record = positionMap.get(retain)
+        record.char = char
+        record.lastStartStamp = startStamp
+      } else {
+        // 新增记录
+        positionMap.set(retain, {
+          char,
+          firstStartStamp: lastStartStamp,
+          lastStartStamp: startStamp,
+          retain
+        })
+      }
+      lastStartStamp = startStamp;
+    }
+  })
+
+  // 计算每个位置的totalPauseTime
+  positionMap.forEach(record => {
+    record.totalPauseTime = record.lastStartStamp - record.firstStartStamp
+  })
+
+  // 将Map转换为数组并按位置排序
+  const finalPositions = Array.from(positionMap.values()).sort((a, b) => a.retain - b.retain)
+  const lines = []
+  // 当前行对象，存储字符、停顿信息和宽度
+  let currentLine = {chars: [], pauses: [], width: 0, retainOffset: 0}
+
+  // 处理每个字符，生成多行显示
+  finalPositions.forEach(item => {
+    // 处理单个字符的函数
+    const processCharacter = (char, isFirstChar = false) => {
+      // 计算字符宽度（空格和普通字符不同）
+      const charWidthVal = char === ' ' ? spaceWidth.value : charWidth.value
+      const nextLineWidth = currentLine.width + charWidthVal
+
+      // 如果添加字符后超过最大宽度且当前行已有内容，则换行
+      if (nextLineWidth > maxLineWidth && currentLine.chars.length > 0) {
+        lines.push(currentLine)
+        // 创建新行，计算保留位置偏移量
+        currentLine = {
+          chars: [],
+          pauses: [],
+          width: 0,
+          retainOffset: lines.reduce((sum, line) => sum + line.chars.length, 0)
+        }
+      }
+
+      // 添加字符到当前行
+      currentLine.chars.push(char)
+      currentLine.width += charWidthVal
+
+      // 如果停顿时间超过500ms且是字符的第一个字符，则记录停顿
+      if (item.totalPauseTime > 500 && isFirstChar) {
+        // 计算热度图矩形位置（字符中心偏左一点）
+        const position = currentLine.chars.length * charWidth.value - (charWidth.value / 1.2)
+        currentLine.pauses.push({
+          retain: item.retain,
+          totalPauseTime: item.totalPauseTime,
+          position
+        })
+      }
+    }
+
+    // 处理多字符插入（如复制粘贴的文本）
+    if (item.char.length > 1) {
+      item.char.split('').forEach((char, index) => {
+        // 只对第一个字符标记停顿
+        processCharacter(char, index === 0)
+      })
+    } else {
+      // 处理单字符插入
+      processCharacter(item.char, true)
+    }
+  })
+
+  // 添加最后一行（如果有内容）
+  if (currentLine.chars.length > 0) {
+    lines.push(currentLine)
+  }
+
+  return lines
+})
+
+// 根据停顿时间获取对应的颜色
+const getColor = (pauseTime) => {
+  // 查找第一个满足 pauseTime <= item.time 的颜色项
+  const legend = colorLegend.value.find(item => pauseTime <= item.time)
+  // 返回找到的颜色，或默认最深的颜色
+  return legend?.color || colorLegend.value[colorLegend.value.length - 1].color
+}
+
+// 显示提示框
+const showTooltip = (totalPauseTime, event) => {
+  tooltipVisible.value = true
+  tooltipText.value = totalPauseTime
+  tooltipX.value = event.clientX + 10
+  tooltipY.value = event.clientY + 10
+}
+
+// 隐藏提示框
+const hideTooltip = () => {
+  tooltipVisible.value = false
+}
+</script>
+
+<style scoped>
+#HeatMap {
+  display: flex;
+  justify-content: center; /* 水平居中 */
+  align-items: center;      /* 垂直居中 */
+  height: 90vh;            /* 占满整个视口高度 */
+  width: 100%;              /* 占满整个宽度 */
+}
+
+.container {
+  max-width: 1000px;
+  margin: 0 auto;
+  padding: 20px;
+  font-family: Arial, sans-serif;
+}
+
+.text-container {
+  position: relative;
+  margin-bottom: 30px;
+}
+
+.text-line {
+  position: relative;
+  margin-bottom: 25px;
+  white-space: nowrap;
+}
+
+.char {
+  display: inline-block;
+  width: v-bind('charWidth + "px"');
+  text-align: center;
+}
+
+.heatmap {
+  position: absolute;
+  bottom: -20px;
+  left: 0;
+  height: v-bind('heatmapRectHeight + "px"');
+}
+
+.heatmap-rect {
+  position: absolute;
+  border-radius: 2px;
+  cursor: pointer;
+}
+
+.legend {
+  display: flex;
+  gap: 15px;
+  margin-top: 50px;
+}
+
+.legend-item {
+  display: flex;
+  align-items: center;
+  gap: 5px;
+}
+
+.legend-color {
+  width: 20px;
+  height: 20px;
+  border-radius: 2px;
+}
+
+.tooltip {
+  position: absolute;
+  background-color: rgba(0, 0, 0, 0.8);
+  color: white;
+  padding: 5px;
+  border-radius: 3px;
+  font-size: 12px;
+  z-index: 10;
+}
+</style>