数据分析ui补充完善，接入数据库

pages/mall/analytics/test/99_ml_analytics_verify.sql

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+-- =====================================================================================
+-- 数据分析模块（正式RPC）验证脚本
+-- 文件: 99_ml_analytics_verify.sql
+-- 说明:
+-- 1) 先执行 01/02/03/04/05/06/07 等 RPC 脚本
+-- 2) 再执行本文件，检查各 RPC 是否有返回
+-- =====================================================================================
+
+-- =============================
+-- Dashboard（仪表盘）
+-- =============================
+
+SELECT *
+FROM public.rpc_analytics_realtime_kpis();
+
+SELECT public.rpc_analytics_online_users() AS online_users;
+
+
+-- =============================
+-- 用户分析
+-- =============================
+
+SELECT *
+FROM public.rpc_analytics_user_kpis(
+  (CURRENT_DATE - INTERVAL '6 days')::date,
+  CURRENT_DATE
+);
+
+SELECT *
+FROM public.rpc_analytics_user_growth_trend(
+  (CURRENT_DATE - INTERVAL '6 days')::date,
+  CURRENT_DATE
+)
+ORDER BY date;
+
+SELECT *
+FROM public.rpc_analytics_user_segments(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE
+);
+
+SELECT *
+FROM public.rpc_analytics_traffic_sources(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE
+);
+
+
+-- =============================
+-- 销售/仪表盘趋势
+-- =============================
+
+SELECT *
+FROM public.rpc_analytics_sales_kpis(
+  (CURRENT_DATE - INTERVAL '6 days')::date,
+  CURRENT_DATE
+);
+
+SELECT *
+FROM public.rpc_analytics_sales_trend(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE
+)
+ORDER BY date;
+
+SELECT *
+FROM public.rpc_analytics_top_products(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE,
+  10
+);
+
+SELECT *
+FROM public.rpc_analytics_top_merchants(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE,
+  10
+);
+
+
+-- =============================
+-- 市场趋势
+-- =============================
+
+SELECT *
+FROM public.rpc_analytics_market_trend_daily(
+  (CURRENT_DATE - INTERVAL '29 days')::timestamptz,
+  CURRENT_DATE::timestamptz
+)
+ORDER BY day;
+
+SELECT *
+FROM public.rpc_analytics_category_sales(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE
+)
+LIMIT 20;
+
+SELECT *
+FROM public.rpc_analytics_seasonal_trend(
+  (CURRENT_DATE - INTERVAL '180 days')::date,
+  CURRENT_DATE
+);
+
+SELECT *
+FROM public.rpc_analytics_price_trend(
+  (CURRENT_DATE - INTERVAL '29 days')::timestamptz,
+  CURRENT_DATE::timestamptz
+)
+ORDER BY day;
+
+SELECT *
+FROM public.rpc_analytics_competition_share(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE
+)
+LIMIT 20;
+
+
+-- =============================
+-- 商品洞察
+-- =============================
+
+SELECT *
+FROM public.rpc_product_insights_overview(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE
+);
+
+SELECT *
+FROM public.rpc_product_insights_stock();
+
+SELECT *
+FROM public.rpc_product_insights_reviews();
+
+
+-- =============================
+-- 优惠券分析
+-- =============================
+
+SELECT *
+FROM public.rpc_analytics_coupon_overview(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE
+);
+
+SELECT *
+FROM public.rpc_analytics_coupon_by_type(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE
+);
+
+SELECT *
+FROM public.rpc_analytics_coupon_by_channel(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE
+);
+
+SELECT *
+FROM public.rpc_analytics_coupon_trend(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE
+)
+ORDER BY day;
+
+SELECT *
+FROM public.rpc_analytics_coupon_conversion(
+  (CURRENT_DATE - INTERVAL '29 days')::date,
+  CURRENT_DATE
+);
+
+
+-- =============================
+-- 配送分析
+-- =============================
+
+SELECT *
+FROM public.rpc_delivery_efficiency_daily(
+  (CURRENT_DATE - INTERVAL '29 days')::timestamptz,
+  CURRENT_DATE::timestamptz
+)
+ORDER BY day;
+
+SELECT *
+FROM public.rpc_delivery_efficiency_top_drivers(
+  (CURRENT_DATE - INTERVAL '29 days')::timestamptz,
+  CURRENT_DATE::timestamptz,
+  10
+);
+
+
+-- =============================
+-- 自定义报表 & 数据详情
+-- =============================
+
+-- 注意：这部分验证需要以一个真实用户身份执行（例如在 Supabase SQL Editor 中）
+
+-- 1. 创建一个测试报表 (sales dataset)
+SELECT public.rpc_create_custom_report(
+  'Test Sales Report',
+  'A test report for sales data',
+  '{"dataset": "sales", "dimensions": ["date", "category"], "metrics": ["gmv", "orders"]}'::jsonb
+) AS test_report_id;
+
+-- 2. 获取报表列表，验证是否创建成功
+SELECT * FROM public.rpc_get_custom_reports();
+
+-- 3. 获取报表定义
+-- 提示：将下面的 UUID 替换为步骤1返回的 test_report_id
+-- SELECT * FROM public.rpc_data_detail_report_info('your-test-report-id-here');
+
+-- 4. 执行报表
+-- 提示：将下面的 UUID 替换为步骤1返回的 test_report_id
+-- SELECT * FROM public.rpc_data_detail_rows('your-test-report-id-here');
+
+-- 5. 删除测试报表
+-- 提示：将下面的 UUID 替换为步骤1返回的 test_report_id
+-- SELECT public.rpc_delete_custom_report('your-test-report-id-here');