282 lines
11 KiB
Vue
282 lines
11 KiB
Vue
<template>
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<div>
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<div class="flex-between section-gap">
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<span class="page-title">数据质量监控</span>
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<div>
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<el-button type="primary" @click="runCheck" :loading="checking">执行全量检查</el-button>
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<el-button @click="loadLogs">刷新</el-button>
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</div>
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</div>
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<!-- 统计卡片 -->
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<el-row :gutter="16" class="section-gap">
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<el-col :span="6">
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<el-card shadow="never">
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<div class="stat-card-inner">
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<div class="stat-value" style="color:#409eff;">{{ stats.total_kpis }}</div>
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<div class="stat-label">KPI总数</div>
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</div>
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</el-card>
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</el-col>
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<el-col :span="6">
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<el-card shadow="never">
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<div class="stat-card-inner">
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<div class="stat-value" style="color:var(--bsc-learning);">{{ stats.open_logs }}</div>
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<div class="stat-label">未解决异常</div>
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</div>
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</el-card>
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</el-col>
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<el-col :span="6">
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<el-card shadow="never">
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<div class="stat-card-inner">
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<div class="stat-value" style="color:#f56c6c;">{{ stats.severity_counts?.critical ?? 0 }}</div>
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<div class="stat-label">严重异常</div>
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</div>
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</el-card>
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</el-col>
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<el-col :span="6">
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<el-card shadow="never">
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<div class="stat-card-inner">
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<div class="stat-value" style="color:#67c23a;">{{ stats.type_counts?.missing_data ?? 0 }}</div>
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<div class="stat-label">数据缺失</div>
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</div>
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</el-card>
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</el-col>
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</el-row>
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<!-- 数据审计看板 -->
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<el-row :gutter="16" class="section-gap">
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<el-col :span="8">
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<el-card shadow="never">
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<template #header>📊 KPI完整度评分</template>
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<div style="text-align:center;padding:12px 0;">
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<div :style="{ fontSize: '36px', fontWeight: 700, color: completenessColor }">
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{{ stats.completeness?.score ?? '-' }}%
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</div>
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<div style="font-size:13px;color:#999;margin-top:4px;">
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完整 {{ stats.completeness?.complete ?? 0 }} / 总计 {{ stats.completeness?.total ?? 0 }}
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</div>
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<div style="font-size:12px;color:#f56c6c;margin-top:8px;">
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缺失元数据: {{ stats.completeness?.missing_metadata ?? 0 }} 个KPI
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</div>
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<el-progress
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:percentage="stats.completeness?.score ?? 0"
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:stroke-width="12"
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:color="completenessColor"
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style="margin-top:12px;"
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/>
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</div>
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</el-card>
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</el-col>
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<el-col :span="8">
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<el-card shadow="never">
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<template #header>📉 缺失率统计</template>
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<div style="text-align:center;padding:12px 0;">
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<div style="font-size:36px;font-weight:700;color:#e6a23c;">
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{{ stats.data_missing?.rate ?? '-' }}%
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</div>
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<div style="font-size:13px;color:#999;margin-top:4px;">
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无数据值的KPI: {{ stats.data_missing?.count ?? 0 }}
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</div>
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<div style="font-size:12px;color:#999;margin-top:4px;">
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总计 {{ stats.data_missing?.total ?? 0 }} 个KPI
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</div>
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<el-progress
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:percentage="stats.data_missing?.rate ?? 0"
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:stroke-width="12"
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color="#e6a23c"
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style="margin-top:12px;"
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/>
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</div>
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</el-card>
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</el-col>
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<el-col :span="8">
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<el-card shadow="never">
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<template #header>⚠️ 超30天未更新预警</template>
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<div style="text-align:center;padding:12px 0;">
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<div :style="{ fontSize: '36px', fontWeight: 700, color: staleDataColor }">
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{{ stats.stale_data?.count ?? 0 }}
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</div>
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<div style="font-size:13px;color:#999;margin-top:4px;">
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个KPI超过 {{ stats.stale_data?.threshold_days ?? 180 }} 天未更新
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</div>
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<el-tag v-if="(stats.stale_data?.count ?? 0) > 0" type="danger" size="small" style="margin-top:8px;">
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建议立即检查数据源
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</el-tag>
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<el-tag v-else type="success" size="small" style="margin-top:8px;">
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数据更新正常
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</el-tag>
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</div>
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</el-card>
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</el-col>
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</el-row>
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<!-- 异常类型分布 -->
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<el-row :gutter="16" class="section-gap">
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<el-col :span="24">
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<el-card shadow="never">
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<template #header>异常类型分布</template>
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<v-chart :option="typeChartOption" autoresize style="height:200px;" />
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</el-card>
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</el-col>
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</el-row>
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<!-- 质量日志列表 -->
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<el-card shadow="never">
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<template #header>
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<div style="display:flex;justify-content:space-between;align-items:center;">
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<span>质量异常日志</span>
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<div>
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<el-select v-model="filterSeverity" placeholder="严重程度" clearable size="small" style="width:140px;margin-right:8px;" @change="loadLogs">
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<el-option label="严重" value="critical" />
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<el-option label="警告" value="warning" />
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<el-option label="一般" value="info" />
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</el-select>
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<el-select v-model="filterStatus" placeholder="状态" clearable size="small" style="width:120px;" @change="loadLogs">
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<el-option label="未处理" value="open" />
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<el-option label="已处理" value="resolved" />
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<el-option label="已忽略" value="ignored" />
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</el-select>
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</div>
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</div>
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</template>
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<el-table :data="logs" size="small" border v-loading="loading">
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<el-table-column prop="kpi_name" label="KPI" min-width="150" />
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<el-table-column prop="kpi_code" label="编码" width="100" />
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<el-table-column prop="check_type" label="异常类型" width="120">
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<template #default="{ row }">
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<el-tag :type="row.check_type === 'missing_data' ? 'danger' : row.check_type === 'abnormal_change' ? 'warning' : 'info'" size="small">
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{{ row.check_type === 'missing_data' ? '数据缺失' : row.check_type === 'abnormal_change' ? '环比骤变' : row.check_type === 'flat_data' ? '连续持平' : '值异常' }}
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</el-tag>
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</template>
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</el-table-column>
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<el-table-column prop="severity" label="严重度" width="80">
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<template #default="{ row }">
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<el-tag :type="row.severity === 'critical' ? 'danger' : row.severity === 'warning' ? 'warning' : 'info'" size="small">{{ row.severity }}</el-tag>
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</template>
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</el-table-column>
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<el-table-column prop="detail" label="详情" min-width="250">
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<template #default="{ row }">
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<div v-if="row.check_type === 'missing_data'">缺失{{ row.detail?.missing_months }}个月数据，最新: {{ row.detail?.latest_period ?? '无' }}</div>
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<div v-else-if="row.check_type === 'abnormal_change'">变化率 {{ row.detail?.change_pct }}%，当前: {{ row.detail?.current_value }}，上月: {{ row.detail?.previous_value }}</div>
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<div v-else-if="row.check_type === 'flat_data'">连续3期持平: {{ row.detail?.flat_value }}</div>
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<div v-else-if="row.check_type === 'value_outlier'">Z-Score: {{ row.detail?.z_score }}，均值: {{ row.detail?.mean }}</div>
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<div v-else>{{ JSON.stringify(row.detail) }}</div>
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</template>
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</el-table-column>
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<el-table-column prop="suggestion" label="建议操作" min-width="200" />
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<el-table-column prop="status" label="状态" width="90">
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<template #default="{ row }">
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<el-tag :type="row.status === 'open' ? 'danger' : row.status === 'resolved' ? 'success' : 'info'" size="small">
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{{ row.status === 'open' ? '未处理' : row.status === 'resolved' ? '已解决' : '已忽略' }}
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</el-tag>
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</template>
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</el-table-column>
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<el-table-column prop="created_at" label="发现时间" width="160" />
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<el-table-column label="操作" width="160" fixed="right">
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<template #default="{ row }">
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<el-button v-if="row.status === 'open'" size="small" type="success" plain @click="updateStatus(row.id, 'resolved')">已解决</el-button>
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<el-button v-if="row.status === 'open'" size="small" @click="updateStatus(row.id, 'ignored')">忽略</el-button>
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</template>
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</el-table-column>
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</el-table>
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<el-empty v-if="!loading && logs.length === 0" description="暂无质量异常日志" />
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</el-card>
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</div>
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</template>
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<script setup lang="ts">
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import { ref, onMounted, computed } from 'vue'
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import { ElMessage } from 'element-plus'
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import VChart from 'vue-echarts'
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import 'echarts'
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import { dataQualityApi } from '../api/index'
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const stats = ref<any>({})
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const logs = ref<any[]>([])
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const loading = ref(false)
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const checking = ref(false)
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const filterSeverity = ref('')
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const filterStatus = ref('')
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const typeChartOption = computed(() => ({
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tooltip: { trigger: 'item' },
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series: [{
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type: 'pie',
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radius: ['40%', '70%'],
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data: [
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{ name: '数据缺失', value: stats.value.type_counts?.missing_data || 0, itemStyle: { color: 'var(--bsc-finance)' } },
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{ name: '环比骤变', value: stats.value.type_counts?.abnormal_change || 0, itemStyle: { color: 'var(--bsc-learning)' } },
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{ name: '连续持平', value: stats.value.type_counts?.flat_data || 0, itemStyle: { color: '#409eff' } },
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{ name: '值异常', value: stats.value.type_counts?.value_outlier || 0, itemStyle: { color: '#909399' } },
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].filter(d => d.value > 0),
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label: { show: true, formatter: '{b}: {c}' },
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}],
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}))
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const completenessColor = computed(() => {
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const s = stats.value.completeness?.score ?? 0
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if (s >= 80) return '#67c23a'
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if (s >= 50) return '#e6a23c'
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return '#f56c6c'
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})
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const staleDataColor = computed(() => {
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const c = stats.value.stale_data?.count ?? 0
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if (c === 0) return '#67c23a'
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if (c <= 5) return '#e6a23c'
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return '#f56c6c'
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})
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async function loadStats() {
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try { const r: any = await dataQualityApi.stats(); stats.value = r } catch (e) {}
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}
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async function loadLogs() {
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loading.value = true
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try {
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const params: any = {}
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if (filterSeverity.value) params.severity = filterSeverity.value
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if (filterStatus.value) params.status = filterStatus.value
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const r: any = await dataQualityApi.logs(params)
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logs.value = r.data || []
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} catch (e) { ElMessage.error('加载日志失败') }
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loading.value = false
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}
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async function runCheck() {
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checking.value = true
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try {
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const r: any = await dataQualityApi.check()
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ElMessage.success(`检查完成: ${r.issues_found}个问题, 新增${r.new_logs}条记录`)
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await loadStats()
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await loadLogs()
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} catch (e: any) {
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ElMessage.error(e?.response?.data?.detail || '检查失败')
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}
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checking.value = false
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}
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async function updateStatus(id: number, status: string) {
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try {
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await dataQualityApi.updateLog(id, { status })
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ElMessage.success('更新成功')
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await loadLogs()
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await loadStats()
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} catch (e) { ElMessage.error('更新失败') }
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}
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onMounted(() => {
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loadStats()
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loadLogs()
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})
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</script>
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<style scoped>
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.quality-page { }
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.stat-card-inner { text-align: center; }
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.stat-card-inner .stat-value { font-size: 28px; font-weight: 600; }
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.stat-card-inner .stat-label { font-size: 13px; color: #999; }
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.section-gap-tabs { margin-top: 16px; }
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</style>
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