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- <template>
- <div class="flux-cd-dashboard p-4 bg-white min-h-screen">
- <div class="flex justify-between items-center mb-6">
- <h1 class="text-xl font-bold text-gray-800">通量Cd数据统计分析</h1>
- <div class="flex items-center">
- <div class="stat-card inline-block px-3 py-2">
- <div class="stat-value text-lg">样本数量:{{ stats.samples }}</div>
- </div>
- </div>
- </div>
-
- <div v-if="error" class="bg-red-100 border border-red-400 text-red-700 px-4 py-3 rounded mb-6">
- <p>数据加载失败: {{ error.message }}</p>
- <button class="mt-2 px-3 py-1 bg-red-500 text-white rounded" @click="initCharts">重试</button>
- </div>
-
- <!-- 1. 初始Cd 单独箱线图 -->
- <section class="mb-6 chart-container">
- <h3 class="section-title text-base font-semibold">初始Cd(Initial_Cd)分布箱线图</h3>
- <div ref="initialCdChart" style="width: 100%; height: 400px;"></div>
- <div v-if="isLoading" class="absolute inset-0 bg-white bg-opacity-80 flex items-center justify-center">
- <div class="spinner"></div>
- </div>
- <div v-if="error && !chartInstanceInitial" class="bg-yellow-50 border border-yellow-200 p-4 rounded mt-4">
- <p class="text-yellow-700">图表初始化失败: {{ error.message }}</p>
- <button class="mt-2 px-3 py-1 bg-yellow-500 text-white rounded" @click="initInitialCdChart">
- 重新尝试初始化
- </button>
- </div>
- </section>
- <!-- 2. 其他指标 合并箱线图 -->
- <section class="mb-6 chart-container">
- <div class="flex flex-wrap justify-between items-center mb-4">
- <h3 class="section-title text-base font-semibold">其他通量Cd指标分布箱线图</h3>
- </div>
- <div ref="otherIndicatorsChart" style="width: 100%; height: 400px;"></div>
- <!-- 容器内的加载遮罩 -->
- <div v-if="isLoading" class="absolute inset-0 bg-white bg-opacity-80 flex items-center justify-center">
- <div class="spinner"></div>
- </div>
- <!-- 错误提示(保留重试按钮) -->
- <div v-if="error && !chartInstanceOther" class="bg-yellow-50 border border-yellow-200 p-4 rounded mt-4">
- <p class="text-yellow-700">图表初始化失败: {{ error.message }}</p>
- <button class="mt-2 px-3 py-1 bg-yellow-500 text-white rounded" @click="initOtherIndicatorsChart">
- 重新尝试初始化
- </button>
- </div>
- </section>
- </div>
- </template>
- <script setup>
- import { ref, onMounted, nextTick } from 'vue';
- import * as echarts from 'echarts';
- import { api8000 } from '@/utils/request'; // 导入 api8000 实例
- // 图表容器 & 实例
- const initialCdChart = ref(null); // 初始Cd图表
- const otherIndicatorsChart = ref(null); // 其他指标图表
- const chartInstanceInitial = ref(null); // 初始Cd实例
- const chartInstanceOther = ref(null); // 其他指标实例
- const chartInstancePopup = ref(null); // 弹窗实例
- // 响应式状态
- const isLoading = ref(true);
- const error = ref(null);
- const stats = ref({ samples: 0 });
- // 统计数据(拆分两组)
- const initialCdStats = ref([]); // 初始Cd统计
- const otherIndicatorsStats = ref([]); // 其他指标统计
- // 字段配置(拆分初始Cd和其他指标)
- const fieldConfig = {
- initialCd: [
- { key: 'Initial_Cd', name: '土壤初始Cd总量', color: '#5470c6' }
- ],
- otherIndicators: [
- { key: 'DQCJ_Cd', name: '大气沉降输入Cd', color: '#91cc75' },
- { key: 'GGS_Cd', name: '灌溉水输入Cd', color: '#fac858' },
- { key: 'NCP_Cd', name: '农业投入输入Cd', color: '#ee6666' },
- { key: 'DX_Cd', name: '地下渗漏Cd', color: '#73c0de' },
- { key: 'DB_Cd', name: '地表径流Cd', color: '#38b2ac' },
- { key: 'ZL_Cd', name: '籽粒移除Cd', color: '#4169e1' },
- ]
- };
- // 数据请求
- const fetchData = async () => {
- try {
- const apiUrl = 'http://localhost:8000/api/vector/stats/FluxCd_input_data';
- const response = await axios.get(apiUrl);
- const rawData = response.data.features
- ? response.data.features.map(f => f.properties)
- : response.data;
- return rawData;
- } catch (err) {
- throw new Error('数据加载失败: ' + err.message);
- }
- };
- // 分位数计算(QUARTILE.INC)
- const calculatePercentile = (sortedArray, percentile) => {
- const n = sortedArray.length;
- if (n === 0) return null;
- if (percentile <= 0) return sortedArray[0];
- if (percentile >= 100) return sortedArray[n - 1];
-
- const index = (n - 1) * (percentile / 100);
- const lowerIndex = Math.floor(index);
- const upperIndex = lowerIndex + 1;
- const fraction = index - lowerIndex;
-
- if (upperIndex >= n) return sortedArray[lowerIndex];
- return sortedArray[lowerIndex] + fraction * (sortedArray[upperIndex] - sortedArray[lowerIndex]);
- };
- // 计算单个字段的统计量
- const calculateFieldStats = (statsData, fieldKey, fieldName) => {
- // 从接口数据中获取当前字段的统计结果
- const fieldStats = statsData[fieldKey];
- if (!fieldStats) {
- return { key: fieldKey, name: fieldName, min: null, q1: null, median: null, q3: null, max: null };
- }
- // 提取预统计值
- let min = fieldStats.min;
- let q1 = fieldStats.q1;
- let median = fieldStats.median;
- let q3 = fieldStats.q3;
- let max = fieldStats.max;
- // 强制校正统计量顺序(确保 min ≤ q1 ≤ median ≤ q3 ≤ max)
- const sortedStats = [min, q1, median, q3, max].sort((a, b) => a - b);
- return {
- key: fieldKey,
- name: fieldName,
- min: sortedStats[0],
- q1: sortedStats[1],
- median: sortedStats[2],
- q3: sortedStats[3],
- max: sortedStats[4]
- };
- };
- // 计算所有统计数据(拆分两组)
- const calculateAllStats = (statsData) => {
- // 1. 初始Cd统计(与配置顺序一致)
- initialCdStats.value = fieldConfig.initialCd.map(indicator =>
- calculateFieldStats(statsData, indicator.key, indicator.name)
- );
-
- // 2. 其他指标统计(与配置顺序一致)
- otherIndicatorsStats.value = fieldConfig.otherIndicators.map(indicator =>
- calculateFieldStats(statsData, indicator.key, indicator.name)
- );
-
- // 3. 更新样本数(从预统计数据中取第一个字段的count)
- const firstFieldKey = fieldConfig.initialCd[0]?.key || fieldConfig.otherIndicators[0]?.key;
- stats.value.samples = statsData[firstFieldKey]?.count || 0;
- };
- // 构建箱线图数据(通用函数)
- const buildBoxplotData = (statsArray) => {
- return statsArray.map(stat => {
- if (!stat.min) return [null, null, null, null, null];
- return [stat.min, stat.q1, stat.median, stat.q3, stat.max];
- });
- };
- // 初始化【初始Cd】图表(独立箱线图)
- const initInitialCdChart = () => {
- // 容器存在性检查
- if (!initialCdChart.value) {
- console.error('initialCdChart容器未找到');
- error.value = new Error('初始Cd图表容器未找到,请刷新页面重试');
- return;
- }
-
- // 容器尺寸检查
- const { offsetWidth, offsetHeight } = initialCdChart.value;
- if (offsetWidth === 0 || offsetHeight === 0) {
- console.error('initialCdChart容器尺寸异常', { offsetWidth, offsetHeight });
- error.value = new Error('初始Cd图表容器尺寸异常,请检查页面样式');
- return;
- }
- // 销毁旧实例
- if (chartInstanceInitial.value) {
- chartInstanceInitial.value.dispose();
- }
-
- // 初始化图表
- try {
- chartInstanceInitial.value = echarts.init(initialCdChart.value);
- const xAxisData = fieldConfig.initialCd.map(ind => ind.name);
- const boxData = buildBoxplotData(initialCdStats.value);
-
- chartInstanceInitial.value.setOption({
- title: { text: '初始Cd分布箱线图', left: 'center', textStyle: { fontSize: 14 } },
- tooltip: {
- trigger: "item",
- formatter: (params) => formatTooltip(initialCdStats.value[params.dataIndex])
- },
- grid: { top: 60, right: 30, bottom: 25, left: 60 },
- xAxis: {
- type: "category",
- data: xAxisData,
- axisLabel: { fontSize: 12 }
- },
- yAxis: {
- type: "value",
- name: 'g/ha',
- nameTextStyle: { fontSize: 12 },
- axisLabel: { fontSize: 11 },
- scale: true
- },
- series: [{
- name: '初始Cd',
- type: "boxplot",
- itemStyle: {
- color: (p) => fieldConfig.initialCd[p.dataIndex].color,
- borderWidth: 2
- },
- data: boxData
- }]
- });
- } catch (err) {
- console.error('初始Cd图表初始化失败', err);
- error.value = new Error(`初始Cd图表初始化失败: ${err.message}`);
- }
- };
- // 初始化【其他指标】合并图表
- const initOtherIndicatorsChart = () => {
- // 容器存在性检查
- if (!otherIndicatorsChart.value) {
- console.error('otherIndicatorsChart容器未找到');
- error.value = new Error('其他指标图表容器未找到,请刷新页面重试');
- return;
- }
-
- // 容器尺寸检查
- const { offsetWidth, offsetHeight } = otherIndicatorsChart.value;
- if (offsetWidth === 0 || offsetHeight === 0) {
- console.error('otherIndicatorsChart容器尺寸异常', { offsetWidth, offsetHeight });
- error.value = new Error('其他指标图表容器尺寸异常,请检查页面样式');
- return;
- }
- // 销毁旧实例
- if (chartInstanceOther.value) {
- chartInstanceOther.value.dispose();
- }
-
- // 初始化图表
- try {
- chartInstanceOther.value = echarts.init(otherIndicatorsChart.value);
- const xAxisData = fieldConfig.otherIndicators.map(ind => ind.name);
- const boxData = buildBoxplotData(otherIndicatorsStats.value);
-
- chartInstanceOther.value.setOption({
- title: { text: '其他通量Cd指标分布对比', left: 'center', textStyle: { fontSize: 14 } },
- tooltip: {
- trigger: "item",
- formatter: (params) => formatTooltip(otherIndicatorsStats.value[params.dataIndex])
- },
- grid: { top: 60, right: 30, bottom: 70, left: 60 },
- xAxis: {
- type: "category",
- data: xAxisData,
- axisLabel: {
- fontSize: 11,
- rotate: 45,
- interval: 0, // 强制显示所有标签
- formatter: (value) => value.length > 8 ? value.substring(0, 8) + '...' : value
- }
- },
- yAxis: {
- type: "value",
- name: 'g/ha/a',
- nameTextStyle: { fontSize: 12 },
- axisLabel: { fontSize: 11 }
- },
- series: [{
- name: '其他指标',
- type: "boxplot",
- itemStyle: {
- color: (p) => fieldConfig.otherIndicators[p.dataIndex].color,
- borderWidth: 2
- },
- data: boxData
- }]
- });
- } catch (err) {
- console.error('其他指标图表初始化失败', err);
- error.value = new Error(`其他指标图表初始化失败: ${err.message}`);
- }
- };
- // Tooltip格式化(通用逻辑)
- const formatTooltip = (stat) => {
- if (!stat || !stat.min) {
- return `<div style="font-weight:bold;color:#f56c6c">${stat?.name || '未知'}</div><div>无有效数据</div>`;
- }
- return `<div style="font-weight:bold">${stat.name}</div>
- <div style="margin-top:8px">
- <div>最小值:<span style="color:#5a5;">${stat.min.toFixed(4)}</span></div>
- <div>下四分位:<span style="color:#d87a80;">${stat.q1.toFixed(4)}</span></div>
- <div>中位数:<span style="color:#f56c6c;font-weight:bold;">${stat.median.toFixed(4)}</span></div>
- <div>上四分位:<span style="color:#d87a80;">${stat.q3.toFixed(4)}</span></div>
- <div>最大值:<span style="color:#5a5;">${stat.max.toFixed(4)}</span></div>
- </div>`;
- };
- // 初始化图表主流程
- const initCharts = async () => {
- try {
- isLoading.value = true;
- error.value = null;
- chartInstanceInitial.value = null;
- chartInstanceOther.value = null;
-
- // 1. 获取数据
- const data = await fetchData();
- if (!data || data.length === 0) {
- throw new Error('未获取到有效数据');
- }
-
- // 2. 计算统计数据
- calculateAllStats(data);
-
- // 3. 等待DOM更新
- await nextTick();
-
- // 4. 轮询检查容器尺寸(最多等待3秒)
- const checkContainers = () => {
- return new Promise((resolve, reject) => {
- let checkCount = 0;
- const interval = setInterval(() => {
- // 检查两个容器的宽度是否有效
- const initialWidth = initialCdChart.value?.offsetWidth || 0;
- const otherWidth = otherIndicatorsChart.value?.offsetWidth || 0;
-
- if (initialWidth > 0 && otherWidth > 0) {
- clearInterval(interval);
- resolve();
- } else if (checkCount >= 30) { // 30 * 100ms = 3秒
- clearInterval(interval);
- reject(new Error('图表容器尺寸异常,准备超时,请检查样式'));
- }
- checkCount++;
- }, 100);
- });
- };
-
- await checkContainers();
-
- // 5. 初始化图表
- initInitialCdChart();
- initOtherIndicatorsChart();
-
- isLoading.value = false;
- } catch (err) {
- isLoading.value = false;
- error.value = err;
- console.error('初始化失败:', err);
- }
- };
- // 组件挂载 & 销毁
- onMounted(() => {
- initCharts();
-
- // 窗口resize响应
- const handleResize = () => {
- if (chartInstanceInitial.value) chartInstanceInitial.value.resize();
- if (chartInstanceOther.value) chartInstanceOther.value.resize();
- if (chartInstancePopup.value) chartInstancePopup.value.resize();
- };
- window.addEventListener('resize', handleResize);
-
- return () => {
- window.removeEventListener('resize', handleResize);
- if (chartInstanceInitial.value) chartInstanceInitial.value.dispose();
- if (chartInstanceOther.value) chartInstanceOther.value.dispose();
- if (chartInstancePopup.value) chartInstancePopup.value.dispose();
- };
- });
- </script>
- <style scoped>
- .flux-cd-dashboard {
- font-family: 'PingFang SC', 'Microsoft YaHei', sans-serif;
- max-width: 1200px;
- margin: 0 auto;
- font-size: 14px;
- }
- .chart-container {
- background: white;
- border-radius: 6px;
- box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
- padding: 16px;
- margin-bottom: 16px;
- min-height: 400px;
- position: relative;
- }
- [ref="initialCdChart"],
- [ref="otherIndicatorsChart"] {
- min-height: 400px;
- background-color: #f9f9f9;
- border: 1px dashed #eee;
- }
- .section-title {
- color: #2c3e50;
- border-left: 3px solid #3498db;
- padding-left: 10px;
- margin-bottom: 12px;
- }
- .legend-item {
- display: flex;
- align-items: center;
- margin-right: 12px;
- margin-bottom: 6px;
- font-size: 12px;
- }
- .legend-color {
- width: 10px;
- height: 10px;
- border-radius: 50%;
- margin-right: 5px;
- }
- .spinner {
- width: 30px;
- height: 30px;
- border: 3px solid rgba(0, 0, 0, 0.1);
- border-radius: 50%;
- border-left-color: #3498db;
- animation: spin 1s linear infinite;
- }
- @keyframes spin { to { transform: rotate(360deg); } }
- .stat-card {
- background: linear-gradient(135deg, #f5f7fa 0%, #e4edf5 100%);
- border-radius: 6px;
- padding: 8px 12px;
- box-shadow: 0 1px 3px rgba(0,0,0,0.05);
- }
- .stat-value {
- font-size: 16px;
- font-weight: bold;
- color: #2c3e50;
- }
- .stat-label {
- font-size: 12px;
- color: #7f8c8d;
- }
- </style>
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