{"version":3,"file":"QualityCheckTab-CF1T6Y-w.js","names":[],"sources":["../../../app/javascript/Pages/DataQuality/QualityCheckTab.vue"],"sourcesContent":["<template>\n  <div>\n    <div v-if=\"loading\" class=\"text-center py-8\">\n      <i class=\"pi pi-spin pi-spinner text-3xl text-indigo-500\"></i>\n      <p class=\"mt-2 text-gray-500\">加载质量报告...</p>\n    </div>\n\n    <div v-else-if=\"error\" class=\"bg-yellow-50 border-l-4 border-yellow-400 p-4 rounded\">\n      <div class=\"flex\">\n        <i class=\"pi pi-exclamation-triangle text-yellow-500 mr-2 mt-0.5\"></i>\n        <div>\n          <p class=\"text-yellow-700 font-medium\">报告未就绪</p>\n          <p class=\"text-yellow-600 text-sm mt-1\">{{ error }}</p>\n          <Button label=\"运行质量检查\" icon=\"pi pi-play\" size=\"small\"\n                  class=\"mt-2\" @click=\"$emit('run')\" />\n        </div>\n      </div>\n    </div>\n\n    <div v-else>\n      <!-- 异常点检测 -->\n      <div class=\"bg-white rounded-lg shadow mb-4\">\n        <div class=\"p-4 border-b\">\n          <h3 class=\"font-semibold text-lg flex items-center gap-2\">\n            <i class=\"pi pi-exclamation-triangle text-orange-500\"></i>\n            异常点检测\n          </h3>\n        </div>\n        <div class=\"p-4\">\n          <div class=\"grid grid-cols-2 md:grid-cols-4 gap-3 mb-4\">\n            <div class=\"bg-orange-50 rounded p-3 text-center\">\n              <div class=\"text-2xl font-bold text-orange-600\">{{ zscoreTotal }}</div>\n              <div class=\"text-xs text-gray-500\">Z-score 异常实例</div>\n            </div>\n            <div class=\"bg-orange-50 rounded p-3 text-center\">\n              <div class=\"text-2xl font-bold text-orange-600\">{{ zscoreFeatures }}</div>\n              <div class=\"text-xs text-gray-500\">涉及特征数</div>\n            </div>\n            <div class=\"bg-purple-50 rounded p-3 text-center\">\n              <div class=\"text-2xl font-bold text-purple-600\">{{ ifOutliers }}</div>\n              <div class=\"text-xs text-gray-500\">Isolation Forest</div>\n            </div>\n            <div class=\"bg-purple-50 rounded p-3 text-center\">\n              <div class=\"text-2xl font-bold text-purple-600\">{{ uniqueDates }}</div>\n              <div class=\"text-xs text-gray-500\">异常日期数</div>\n            </div>\n          </div>\n\n          <!-- 按特征分组的异常列表 -->\n          <DataTable :value=\"outlierFeatures\" stripedRows size=\"small\"\n                     class=\"text-sm\">\n            <Column field=\"feature\" header=\"特征\" sortable />\n            <Column field=\"n_outliers\" header=\"异常数\" sortable />\n            <Column field=\"pct\" header=\"占比\">\n              <template #body=\"{ data }\">\n                {{ data.pct }}%\n              </template>\n            </Column>\n            <Column field=\"sample_dates\" header=\"示例日期\">\n              <template #body=\"{ data }\">\n                <span v-for=\"d in data.sample_dates.slice(0, 4)\" :key=\"d\"\n                      class=\"inline-block bg-gray-100 rounded px-1 text-xs mr-1\">\n                  {{ d }}\n                </span>\n              </template>\n            </Column>\n          </DataTable>\n        </div>\n      </div>\n\n      <!-- 标签泄漏扫描 -->\n      <div class=\"bg-white rounded-lg shadow mb-4\">\n        <div class=\"p-4 border-b\">\n          <h3 class=\"font-semibold text-lg flex items-center gap-2\">\n            <i class=\"pi pi-info-circle text-red-500\"></i>\n            标签泄漏扫描\n          </h3>\n        </div>\n        <div class=\"p-4\">\n          <div v-if=\"leakage.skipped\" class=\"text-gray-400 italic text-sm\">\n            ⏭️ {{ leakage.message || '无事件数据，跳过泄漏扫描' }}\n          </div>\n          <div v-else-if=\"leakage.n_leak_candidates === 0\" class=\"text-green-600 text-sm\">\n            ✅ 未发现标签泄漏风险\n          </div>\n          <div v-else>\n            <div class=\"bg-red-50 rounded p-3 mb-3\">\n              <p class=\"text-red-700 font-medium\">\n                ⚠️ 发现 {{ leakage.n_leak_candidates }} 个潜在标签泄漏日期\n              </p>\n              <p class=\"text-red-500 text-xs mt-1\">\n                AF 在凌晨 06:00 前发作，前一晚睡眠 HRV 数据可能已被污染\n              </p>\n            </div>\n            <DataTable :value=\"leakage.candidates\" stripedRows size=\"small\"\n                       class=\"text-sm\">\n              <Column field=\"prev_date\" header=\"前一晚日期\" />\n              <Column field=\"af_date\" header=\"AF 发作日\" />\n              <Column field=\"af_start\" header=\"发作时间\" />\n              <Column field=\"label\" header=\"标签\" />\n            </DataTable>\n          </div>\n        </div>\n      </div>\n\n      <!-- 缺失模式 -->\n      <div class=\"bg-white rounded-lg shadow mb-4\">\n        <div class=\"p-4 border-b\">\n          <h3 class=\"font-semibold text-lg flex items-center gap-2\">\n            <i class=\"pi pi-database text-blue-500\"></i>\n            缺失模式分析\n          </h3>\n        </div>\n        <div class=\"p-4\">\n          <div class=\"grid grid-cols-2 md:grid-cols-3 gap-3 mb-4\">\n            <div class=\"bg-blue-50 rounded p-3 text-center\">\n              <div class=\"text-2xl font-bold text-blue-600\">{{ highMissingCount }}</div>\n              <div class=\"text-xs text-gray-500\">高缺失特征 (>20%)</div>\n            </div>\n            <div class=\"bg-blue-50 rounded p-3 text-center\">\n              <div class=\"text-2xl font-bold text-blue-600\">{{ gapCount }}</div>\n              <div class=\"text-xs text-gray-500\">连续缺失区间</div>\n            </div>\n            <div class=\"bg-blue-50 rounded p-3 text-center\">\n              <div class=\"text-2xl font-bold text-blue-600\">{{ featureCount }}</div>\n              <div class=\"text-xs text-gray-500\">特征总数</div>\n            </div>\n          </div>\n\n          <!-- 缺失率表格 -->\n          <DataTable :value=\"missingFeatures\" stripedRows size=\"small\"\n                     class=\"text-sm\" v-if=\"missingFeatures.length > 0\">\n            <Column field=\"feature\" header=\"特征\" sortable />\n            <Column field=\"missing\" header=\"缺失数\" sortable />\n            <Column field=\"pct\" header=\"缺失率\">\n              <template #body=\"{ data }\">\n                <span :class=\"data.pct > 20 ? 'text-red-600 font-medium' : 'text-gray-600'\">\n                  {{ data.pct }}%\n                </span>\n              </template>\n            </Column>\n          </DataTable>\n          <div v-else class=\"text-gray-400 italic text-sm\">\n            无特征缺失数据\n          </div>\n        </div>\n      </div>\n\n      <!-- 可视化图表（显示图片路径描述） -->\n      <div class=\"bg-white rounded-lg shadow p-4\">\n        <h3 class=\"font-semibold text-gray-700 mb-2\">可视化图表</h3>\n        <div class=\"grid grid-cols-1 md:grid-cols-2 gap-4\">\n          <div class=\"border rounded p-2\">\n            <p class=\"text-sm text-gray-500 mb-1\">异常点散点图</p>\n            <img :src=\"figureUrl('fig_outliers')\"\n                 alt=\"异常点散点图\" class=\"w-full rounded\"\n                 @error=\"$event.target.style.display='none'\" />\n          </div>\n          <div class=\"border rounded p-2\">\n            <p class=\"text-sm text-gray-500 mb-1\">缺失热图</p>\n            <img :src=\"figureUrl('fig_missing_heatmap')\"\n                 alt=\"缺失热图\" class=\"w-full rounded\"\n                 @error=\"$event.target.style.display='none'\" />\n          </div>\n        </div>\n      </div>\n    </div>\n  </div>\n</template>\n\n<script>\nimport DataTable from 'primevue/datatable';\nimport Column from 'primevue/column';\nimport axios from 'axios';\n\nexport default {\n  emits: ['run'],\n  components: { DataTable, Column },\n  data() {\n    return {\n      loading: true,\n      error: null,\n      report: null,\n    };\n  },\n  computed: {\n    zscoreData() { return this.report?.outlier_detection?.zscore || {}; },\n    ifData() { return this.report?.outlier_detection?.isolation_forest || {}; },\n    leakage() { return this.report?.label_leakage_scan || { skipped: true }; },\n    missing() { return this.report?.missing_patterns || {}; },\n    zscoreTotal() { return this.zscoreData.total_outlier_instances || 0; },\n    zscoreFeatures() { return Object.keys(this.zscoreData.features || {}).length; },\n    ifOutliers() { return this.ifData.skipped ? '跳过' : (this.ifData.n_outliers || 0); },\n    uniqueDates() { return this.zscoreData.unique_outlier_dates || 0; },\n    highMissingCount() { return Object.keys(this.missing.high_missing_features || {}).length; },\n    gapCount() { return (this.missing.consecutive_gaps || []).length; },\n    featureCount() { return Object.keys(this.missing.global_missing_rates || {}).length; },\n    outlierFeatures() {\n      const features = this.zscoreData.features || {};\n      return Object.entries(features).map(([feat, data]) => ({\n        feature: feat,\n        n_outliers: data.n_outliers,\n        pct: data.outlier_pct,\n        sample_dates: (data.outliers || []).slice(0, 6).map(o => o.date),\n      })).sort((a, b) => b.n_outliers - a.n_outliers);\n    },\n    missingFeatures() {\n      const rates = this.missing.global_missing_rates || {};\n      return Object.entries(rates)\n        .filter(([_, v]) => v.n_missing > 0)\n        .map(([feat, data]) => ({ feature: feat, missing: data.n_missing, pct: data.missing_pct }))\n        .sort((a, b) => b.missing - a.missing);\n    },\n  },\n  mounted() { this.load(); },\n  methods: {\n    figureUrl(name) {\n      return `/data_quality/figures/${name}.png`;\n    },\n    async load() {\n      this.loading = true;\n      this.error = null;\n      try {\n        const resp = await axios.get('/data_quality/quality_report');\n        this.report = resp.data;\n      } catch (e) {\n        this.error = e.response?.data?.error || '加载失败';\n      } finally {\n        this.loading = false;\n      }\n    },\n  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