mall数据库文件
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pages/mall/analytics/test/ANALYTICS_DB_SCHEMA.sql
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pages/mall/analytics/test/ANALYTICS_DB_SCHEMA.sql
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-- ============================================
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-- 数据分析模块数据库 Schema（Supabase/Postgres）
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-- ============================================
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-- 用途：创建 analytics_* 表、索引、RLS策略、RPC函数
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-- 参考：`docs/ANALYTICS_DB_DESIGN.md`
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--
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-- 执行顺序：
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-- 1. 先执行基础业务表（`01_create_tables.sql`）
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-- 2. 再执行本文档（`ANALYTICS_DB_SCHEMA.sql`）
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-- 3. 最后执行 `ANALYTICS_TEST_SEED.sql` 插入测试数据（受 RLS 影响，需较高权限执行）
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-- ============================================
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-- ============================================
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-- 1. Analytics 表结构
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-- ============================================
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-- 说明：
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-- - 本目录（pages/mall/analytics/test）中的基础表结构由 01_create_tables.sql 提供。
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-- - 本文件只负责 analytics_* 表 + RLS + RPC。
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-- 1.1 分析师偏好设置
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CREATE TABLE IF NOT EXISTS analytics_user_preferences (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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user_id UUID NOT NULL REFERENCES users(id) ON DELETE CASCADE,
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default_period TEXT NOT NULL DEFAULT '7d',
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timezone TEXT DEFAULT 'Asia/Shanghai',
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currency TEXT DEFAULT 'CNY',
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kpi_cards JSONB DEFAULT '[]'::jsonb,
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created_at TIMESTAMPTZ DEFAULT NOW(),
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updated_at TIMESTAMPTZ DEFAULT NOW(),
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UNIQUE(user_id)
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);
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-- 中文注释
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COMMENT ON TABLE public.analytics_user_preferences IS '分析师偏好设置表';
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COMMENT ON COLUMN public.analytics_user_preferences.id IS '主键';
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COMMENT ON COLUMN public.analytics_user_preferences.user_id IS '用户ID（关联 users.id / 建议与 auth.uid 对齐）';
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COMMENT ON COLUMN public.analytics_user_preferences.default_period IS '默认统计周期（如 7d/30d/90d/1y）';
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COMMENT ON COLUMN public.analytics_user_preferences.timezone IS '时区（默认 Asia/Shanghai）';
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COMMENT ON COLUMN public.analytics_user_preferences.currency IS '币种（默认 CNY）';
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COMMENT ON COLUMN public.analytics_user_preferences.kpi_cards IS 'KPI 卡片配置（JSON 数组）';
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COMMENT ON COLUMN public.analytics_user_preferences.created_at IS '创建时间';
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COMMENT ON COLUMN public.analytics_user_preferences.updated_at IS '更新时间';
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-- 1.2 报表定义
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CREATE TABLE IF NOT EXISTS analytics_reports (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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owner_user_id UUID NOT NULL REFERENCES users(id) ON DELETE CASCADE,
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merchant_id UUID REFERENCES merchants(id) ON DELETE SET NULL,
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title TEXT NOT NULL,
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description TEXT DEFAULT '',
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type TEXT NOT NULL, -- sales/users/orders/conversion/coupon/delivery/market/custom
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period TEXT NOT NULL, -- 7d/30d/90d/1y
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date_start DATE,
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date_end DATE,
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status TEXT NOT NULL DEFAULT 'ready', -- pending/ready/failed/scheduled/shared
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generated_at TIMESTAMPTZ,
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created_at TIMESTAMPTZ DEFAULT NOW(),
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updated_at TIMESTAMPTZ DEFAULT NOW()
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);
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-- 中文注释
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COMMENT ON TABLE public.analytics_reports IS '分析报表表（报表定义/实例）';
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COMMENT ON COLUMN public.analytics_reports.id IS '报表ID';
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COMMENT ON COLUMN public.analytics_reports.owner_user_id IS '报表所属用户ID（创建者）';
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COMMENT ON COLUMN public.analytics_reports.merchant_id IS '商家ID（可空：表示全站/不限定商家）';
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COMMENT ON COLUMN public.analytics_reports.title IS '报表标题';
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COMMENT ON COLUMN public.analytics_reports.description IS '报表描述';
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COMMENT ON COLUMN public.analytics_reports.type IS '报表类型（sales/users/orders/conversion 等）';
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COMMENT ON COLUMN public.analytics_reports.period IS '统计周期（7d/30d/90d/1y 或自定义）';
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COMMENT ON COLUMN public.analytics_reports.date_start IS '自定义开始日期（可空）';
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COMMENT ON COLUMN public.analytics_reports.date_end IS '自定义结束日期（可空）';
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COMMENT ON COLUMN public.analytics_reports.status IS '状态（pending/ready/failed/scheduled/shared）';
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COMMENT ON COLUMN public.analytics_reports.generated_at IS '生成时间';
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COMMENT ON COLUMN public.analytics_reports.created_at IS '创建时间';
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COMMENT ON COLUMN public.analytics_reports.updated_at IS '更新时间';
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-- 1.3 报表核心指标
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CREATE TABLE IF NOT EXISTS analytics_report_metrics (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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report_id UUID NOT NULL REFERENCES analytics_reports(id) ON DELETE CASCADE,
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metric_key TEXT NOT NULL,
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metric_label TEXT NOT NULL,
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metric_value_num NUMERIC,
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metric_value_text TEXT,
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format TEXT NOT NULL DEFAULT 'number', -- number/currency/percent
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change_pct NUMERIC DEFAULT 0,
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icon TEXT DEFAULT '',
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color TEXT DEFAULT '#3b82f6',
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created_at TIMESTAMPTZ DEFAULT NOW()
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);
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-- 中文注释
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COMMENT ON TABLE public.analytics_report_metrics IS '报表核心指标表';
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COMMENT ON COLUMN public.analytics_report_metrics.id IS '主键';
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COMMENT ON COLUMN public.analytics_report_metrics.report_id IS '所属报表ID';
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COMMENT ON COLUMN public.analytics_report_metrics.metric_key IS '指标Key（如 gmv/orders/conversion_rate）';
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COMMENT ON COLUMN public.analytics_report_metrics.metric_label IS '指标名称（展示用）';
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COMMENT ON COLUMN public.analytics_report_metrics.metric_value_num IS '指标数值（数值型）';
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COMMENT ON COLUMN public.analytics_report_metrics.metric_value_text IS '指标文本（已格式化，如百分比字符串）';
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COMMENT ON COLUMN public.analytics_report_metrics.format IS '展示格式（number/currency/percent）';
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COMMENT ON COLUMN public.analytics_report_metrics.change_pct IS '变化百分比（环比/同比，单位：%）';
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COMMENT ON COLUMN public.analytics_report_metrics.icon IS '图标（可选，建议使用纯文本 key）';
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COMMENT ON COLUMN public.analytics_report_metrics.color IS '颜色（UI 展示用）';
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COMMENT ON COLUMN public.analytics_report_metrics.created_at IS '创建时间';
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-- 1.4 报表明细行（趋势数据）
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CREATE TABLE IF NOT EXISTS analytics_report_rows (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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report_id UUID NOT NULL REFERENCES analytics_reports(id) ON DELETE CASCADE,
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row_date DATE NOT NULL,
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gmv NUMERIC DEFAULT 0,
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orders INTEGER DEFAULT 0,
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users INTEGER DEFAULT 0,
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conversion NUMERIC DEFAULT 0,
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avg_order_amount NUMERIC DEFAULT 0,
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extra JSONB DEFAULT '{}'::jsonb,
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created_at TIMESTAMPTZ DEFAULT NOW()
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);
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-- 中文注释
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COMMENT ON TABLE public.analytics_report_rows IS '报表明细行表（趋势数据）';
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COMMENT ON COLUMN public.analytics_report_rows.id IS '主键';
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COMMENT ON COLUMN public.analytics_report_rows.report_id IS '所属报表ID';
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COMMENT ON COLUMN public.analytics_report_rows.row_date IS '统计日期';
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COMMENT ON COLUMN public.analytics_report_rows.gmv IS 'GMV（元）';
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COMMENT ON COLUMN public.analytics_report_rows.orders IS '订单数';
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COMMENT ON COLUMN public.analytics_report_rows.users IS '用户数（可选）';
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COMMENT ON COLUMN public.analytics_report_rows.conversion IS '转化率（0-100）';
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COMMENT ON COLUMN public.analytics_report_rows.avg_order_amount IS '客单价';
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COMMENT ON COLUMN public.analytics_report_rows.extra IS '扩展字段（用于自定义报表列）';
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COMMENT ON COLUMN public.analytics_report_rows.created_at IS '创建时间';
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-- 1.5 数据洞察
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CREATE TABLE IF NOT EXISTS analytics_insights (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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report_id UUID REFERENCES analytics_reports(id) ON DELETE CASCADE,
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owner_user_id UUID REFERENCES users(id) ON DELETE SET NULL,
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type TEXT NOT NULL, -- positive/warning/negative/info
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impact TEXT NOT NULL DEFAULT 'medium', -- high/medium/low
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title TEXT NOT NULL,
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content TEXT NOT NULL,
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tags TEXT[] DEFAULT '{}',
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created_at TIMESTAMPTZ DEFAULT NOW()
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);
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-- 中文注释
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COMMENT ON TABLE public.analytics_insights IS '数据洞察表（建议/预警/提示）';
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COMMENT ON COLUMN public.analytics_insights.id IS '洞察ID';
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COMMENT ON COLUMN public.analytics_insights.report_id IS '关联报表ID（可空）';
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COMMENT ON COLUMN public.analytics_insights.owner_user_id IS '所属用户ID（可空：系统生成）';
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COMMENT ON COLUMN public.analytics_insights.type IS '洞察类型（positive/warning/negative/info）';
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COMMENT ON COLUMN public.analytics_insights.impact IS '影响等级（high/medium/low）';
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COMMENT ON COLUMN public.analytics_insights.title IS '洞察标题';
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COMMENT ON COLUMN public.analytics_insights.content IS '洞察内容';
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COMMENT ON COLUMN public.analytics_insights.tags IS '标签数组';
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COMMENT ON COLUMN public.analytics_insights.created_at IS '创建时间';
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-- 1.6 报表收藏
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CREATE TABLE IF NOT EXISTS analytics_report_favorites (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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user_id UUID NOT NULL REFERENCES users(id) ON DELETE CASCADE,
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report_id UUID NOT NULL REFERENCES analytics_reports(id) ON DELETE CASCADE,
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created_at TIMESTAMPTZ DEFAULT NOW(),
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UNIQUE(user_id, report_id)
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);
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-- 中文注释
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COMMENT ON TABLE public.analytics_report_favorites IS '报表收藏表';
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COMMENT ON COLUMN public.analytics_report_favorites.id IS '主键';
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COMMENT ON COLUMN public.analytics_report_favorites.user_id IS '用户ID';
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COMMENT ON COLUMN public.analytics_report_favorites.report_id IS '报表ID';
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COMMENT ON COLUMN public.analytics_report_favorites.created_at IS '创建时间';
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-- 1.7 导出任务
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CREATE TABLE IF NOT EXISTS analytics_export_jobs (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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user_id UUID NOT NULL REFERENCES users(id) ON DELETE CASCADE,
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report_id UUID NOT NULL REFERENCES analytics_reports(id) ON DELETE CASCADE,
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format TEXT NOT NULL, -- csv/xlsx/pdf/json
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status TEXT NOT NULL DEFAULT 'queued', -- queued/running/done/failed
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file_path TEXT,
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error_message TEXT DEFAULT '',
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created_at TIMESTAMPTZ DEFAULT NOW(),
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finished_at TIMESTAMPTZ
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);
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-- 中文注释
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COMMENT ON TABLE public.analytics_export_jobs IS '导出任务表（导出历史/队列）';
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COMMENT ON COLUMN public.analytics_export_jobs.id IS '导出任务ID';
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COMMENT ON COLUMN public.analytics_export_jobs.user_id IS '发起用户ID';
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COMMENT ON COLUMN public.analytics_export_jobs.report_id IS '关联报表ID';
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COMMENT ON COLUMN public.analytics_export_jobs.format IS '导出格式（csv/xlsx/pdf/json）';
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COMMENT ON COLUMN public.analytics_export_jobs.status IS '任务状态（queued/running/done/failed）';
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COMMENT ON COLUMN public.analytics_export_jobs.file_path IS '文件路径（Storage 路径，可空）';
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COMMENT ON COLUMN public.analytics_export_jobs.error_message IS '失败原因（可空）';
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COMMENT ON COLUMN public.analytics_export_jobs.created_at IS '创建时间';
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COMMENT ON COLUMN public.analytics_export_jobs.finished_at IS '完成时间（可空）';
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-- ============================================
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-- 2. 索引
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-- ============================================
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-- analytics_reports
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CREATE INDEX IF NOT EXISTS idx_analytics_reports_owner_created ON analytics_reports(owner_user_id, created_at DESC);
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CREATE INDEX IF NOT EXISTS idx_analytics_reports_type_generated ON analytics_reports(type, generated_at DESC);
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CREATE INDEX IF NOT EXISTS idx_analytics_reports_status ON analytics_reports(status);
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-- analytics_report_metrics
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CREATE INDEX IF NOT EXISTS idx_analytics_report_metrics_report ON analytics_report_metrics(report_id, metric_key);
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-- analytics_report_rows
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CREATE INDEX IF NOT EXISTS idx_analytics_report_rows_report_date ON analytics_report_rows(report_id, row_date);
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-- analytics_insights
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CREATE INDEX IF NOT EXISTS idx_analytics_insights_created ON analytics_insights(created_at DESC);
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CREATE INDEX IF NOT EXISTS idx_analytics_insights_report ON analytics_insights(report_id, created_at DESC);
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-- analytics_export_jobs
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CREATE INDEX IF NOT EXISTS idx_analytics_export_jobs_user ON analytics_export_jobs(user_id, created_at DESC);
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CREATE INDEX IF NOT EXISTS idx_analytics_export_jobs_status ON analytics_export_jobs(status);
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-- ============================================
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-- 3. RLS（Row Level Security）策略
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-- ============================================
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-- 启用 RLS
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ALTER TABLE analytics_user_preferences ENABLE ROW LEVEL SECURITY;
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ALTER TABLE analytics_reports ENABLE ROW LEVEL SECURITY;
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ALTER TABLE analytics_report_metrics ENABLE ROW LEVEL SECURITY;
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ALTER TABLE analytics_report_rows ENABLE ROW LEVEL SECURITY;
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ALTER TABLE analytics_insights ENABLE ROW LEVEL SECURITY;
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ALTER TABLE analytics_report_favorites ENABLE ROW LEVEL SECURITY;
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ALTER TABLE analytics_export_jobs ENABLE ROW LEVEL SECURITY;
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-- analytics_user_preferences: 用户只能访问自己的偏好
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DO $$
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BEGIN
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IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_user_preferences' AND policyname='Users can view own preferences') THEN
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EXECUTE 'CREATE POLICY "Users can view own preferences" ON public.analytics_user_preferences FOR SELECT USING (auth.uid() = user_id)';
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END IF;
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IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_user_preferences' AND policyname='Users can insert own preferences') THEN
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EXECUTE 'CREATE POLICY "Users can insert own preferences" ON public.analytics_user_preferences FOR INSERT WITH CHECK (auth.uid() = user_id)';
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END IF;
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IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_user_preferences' AND policyname='Users can update own preferences') THEN
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EXECUTE 'CREATE POLICY "Users can update own preferences" ON public.analytics_user_preferences FOR UPDATE USING (auth.uid() = user_id)';
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END IF;
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END $$;
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-- analytics_reports: 用户可访问自己创建的报表和共享报表
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DO $$
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BEGIN
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IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_reports' AND policyname='Users can view own reports') THEN
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EXECUTE 'CREATE POLICY "Users can view own reports" ON public.analytics_reports FOR SELECT USING (auth.uid() = owner_user_id OR status = ''shared'')';
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END IF;
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IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_reports' AND policyname='Users can insert own reports') THEN
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EXECUTE 'CREATE POLICY "Users can insert own reports" ON public.analytics_reports FOR INSERT WITH CHECK (auth.uid() = owner_user_id)';
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END IF;
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IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_reports' AND policyname='Users can update own reports') THEN
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EXECUTE 'CREATE POLICY "Users can update own reports" ON public.analytics_reports FOR UPDATE USING (auth.uid() = owner_user_id)';
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END IF;
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IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_reports' AND policyname='Users can delete own reports') THEN
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EXECUTE 'CREATE POLICY "Users can delete own reports" ON public.analytics_reports FOR DELETE USING (auth.uid() = owner_user_id)';
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END IF;
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END $$;
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-- analytics_report_metrics: 通过 report_id 关联权限
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DO $$
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BEGIN
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IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_report_metrics' AND policyname='Users can view metrics of accessible reports') THEN
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EXECUTE 'CREATE POLICY "Users can view metrics of accessible reports" ON public.analytics_report_metrics FOR SELECT USING (EXISTS (SELECT 1 FROM public.analytics_reports WHERE public.analytics_reports.id = public.analytics_report_metrics.report_id AND (public.analytics_reports.owner_user_id = auth.uid() OR public.analytics_reports.status = ''shared'')))';
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END IF;
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IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_report_metrics' AND policyname='Users can manage metrics of own reports') THEN
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EXECUTE 'CREATE POLICY "Users can manage metrics of own reports" ON public.analytics_report_metrics FOR ALL USING (EXISTS (SELECT 1 FROM public.analytics_reports WHERE public.analytics_reports.id = public.analytics_report_metrics.report_id AND public.analytics_reports.owner_user_id = auth.uid()))';
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END IF;
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END $$;
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-- analytics_report_rows: 通过 report_id 关联权限
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DO $$
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BEGIN
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IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_report_rows' AND policyname='Users can view rows of accessible reports') THEN
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EXECUTE 'CREATE POLICY "Users can view rows of accessible reports" ON public.analytics_report_rows FOR SELECT USING (EXISTS (SELECT 1 FROM public.analytics_reports WHERE public.analytics_reports.id = public.analytics_report_rows.report_id AND (public.analytics_reports.owner_user_id = auth.uid() OR public.analytics_reports.status = ''shared'')))';
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END IF;
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IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_report_rows' AND policyname='Users can manage rows of own reports') THEN
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EXECUTE 'CREATE POLICY "Users can manage rows of own reports" ON public.analytics_report_rows FOR ALL USING (EXISTS (SELECT 1 FROM public.analytics_reports WHERE public.analytics_reports.id = public.analytics_report_rows.report_id AND public.analytics_reports.owner_user_id = auth.uid()))';
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END IF;
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END $$;
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-- analytics_insights: 通过 report_id 或 owner_user_id 关联权限
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DO $$
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BEGIN
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||||
IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_insights' AND policyname='Users can view accessible insights') THEN
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||||
EXECUTE 'CREATE POLICY "Users can view accessible insights" ON public.analytics_insights FOR SELECT USING (owner_user_id = auth.uid() OR (report_id IS NOT NULL AND EXISTS (SELECT 1 FROM public.analytics_reports WHERE public.analytics_reports.id = public.analytics_insights.report_id AND (public.analytics_reports.owner_user_id = auth.uid() OR public.analytics_reports.status = ''shared''))))';
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END IF;
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||||
IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_insights' AND policyname='Users can manage own insights') THEN
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||||
EXECUTE 'CREATE POLICY "Users can manage own insights" ON public.analytics_insights FOR ALL USING (owner_user_id = auth.uid())';
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||||
END IF;
|
||||
END $$;
|
||||
|
||||
-- analytics_report_favorites: 用户只能访问自己的收藏
|
||||
DO $$
|
||||
BEGIN
|
||||
IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_report_favorites' AND policyname='Users can manage own favorites') THEN
|
||||
EXECUTE 'CREATE POLICY "Users can manage own favorites" ON public.analytics_report_favorites FOR ALL USING (auth.uid() = user_id)';
|
||||
END IF;
|
||||
END $$;
|
||||
|
||||
-- analytics_export_jobs: 用户只能访问自己的导出任务
|
||||
DO $$
|
||||
BEGIN
|
||||
IF NOT EXISTS (SELECT 1 FROM pg_policies WHERE schemaname='public' AND tablename='analytics_export_jobs' AND policyname='Users can manage own export jobs') THEN
|
||||
EXECUTE 'CREATE POLICY "Users can manage own export jobs" ON public.analytics_export_jobs FOR ALL USING (auth.uid() = user_id)';
|
||||
END IF;
|
||||
END $$;
|
||||
|
||||
-- ============================================
|
||||
-- 4. RPC 函数（Postgres Functions）
|
||||
-- ============================================
|
||||
|
||||
-- 4.1 实时 KPI 计算函数
|
||||
CREATE OR REPLACE FUNCTION rpc_analytics_realtime_kpis(
|
||||
p_start TIMESTAMPTZ,
|
||||
p_end TIMESTAMPTZ,
|
||||
p_compare_start TIMESTAMPTZ,
|
||||
p_compare_end TIMESTAMPTZ,
|
||||
p_merchant_id UUID DEFAULT NULL
|
||||
)
|
||||
RETURNS TABLE (
|
||||
gmv NUMERIC,
|
||||
gmv_growth NUMERIC,
|
||||
orders INTEGER,
|
||||
order_growth NUMERIC,
|
||||
online_users INTEGER,
|
||||
conversion_rate NUMERIC,
|
||||
conversion_growth NUMERIC
|
||||
)
|
||||
LANGUAGE plpgsql
|
||||
SECURITY DEFINER
|
||||
SET search_path = public
|
||||
AS $$
|
||||
DECLARE
|
||||
v_gmv NUMERIC := 0;
|
||||
v_gmv_compare NUMERIC := 0;
|
||||
v_orders INTEGER := 0;
|
||||
v_orders_compare INTEGER := 0;
|
||||
v_online_users INTEGER := 0;
|
||||
v_order_users INTEGER := 0;
|
||||
v_visitors INTEGER := 0;
|
||||
v_visitors_compare INTEGER := 0;
|
||||
v_order_users_compare INTEGER := 0;
|
||||
BEGIN
|
||||
IF auth.uid() IS NULL THEN
|
||||
RAISE EXCEPTION 'unauthorized';
|
||||
END IF;
|
||||
|
||||
-- 计算当前时间段 GMV 和订单数
|
||||
SELECT
|
||||
COALESCE(SUM(total_amount), 0),
|
||||
COUNT(*)
|
||||
INTO v_gmv, v_orders
|
||||
FROM orders
|
||||
WHERE created_at >= p_start
|
||||
AND created_at < p_end
|
||||
AND status = 2 -- 已支付
|
||||
AND (p_merchant_id IS NULL OR merchant_id = p_merchant_id);
|
||||
|
||||
-- 计算对比时间段 GMV 和订单数
|
||||
SELECT
|
||||
COALESCE(SUM(total_amount), 0),
|
||||
COUNT(*)
|
||||
INTO v_gmv_compare, v_orders_compare
|
||||
FROM orders
|
||||
WHERE created_at >= p_compare_start
|
||||
AND created_at < p_compare_end
|
||||
AND status = 2 -- 已支付
|
||||
AND (p_merchant_id IS NULL OR merchant_id = p_merchant_id);
|
||||
|
||||
-- 计算在线用户（最近5分钟活跃）
|
||||
SELECT COUNT(DISTINCT user_id)
|
||||
INTO v_online_users
|
||||
FROM user_sessions
|
||||
WHERE last_active_at >= (NOW() - INTERVAL '5 minutes')
|
||||
AND is_active = true;
|
||||
|
||||
-- 计算当前时间段下单用户数
|
||||
SELECT COUNT(DISTINCT user_id)
|
||||
INTO v_order_users
|
||||
FROM orders
|
||||
WHERE created_at >= p_start
|
||||
AND created_at < p_end
|
||||
AND status = 2
|
||||
AND (p_merchant_id IS NULL OR merchant_id = p_merchant_id);
|
||||
|
||||
-- 计算当前时间段访问用户数
|
||||
SELECT COUNT(DISTINCT user_id)
|
||||
INTO v_visitors
|
||||
FROM user_sessions
|
||||
WHERE created_at >= p_start
|
||||
AND created_at < p_end;
|
||||
|
||||
-- 计算对比时间段访问用户数和下单用户数
|
||||
SELECT
|
||||
COUNT(DISTINCT user_id),
|
||||
(SELECT COUNT(DISTINCT user_id) FROM orders
|
||||
WHERE created_at >= p_compare_start AND created_at < p_compare_end
|
||||
AND status = 2 AND (p_merchant_id IS NULL OR merchant_id = p_merchant_id))
|
||||
INTO v_visitors_compare, v_order_users_compare
|
||||
FROM user_sessions
|
||||
WHERE created_at >= p_compare_start
|
||||
AND created_at < p_compare_end;
|
||||
|
||||
-- 返回结果
|
||||
RETURN QUERY SELECT
|
||||
v_gmv,
|
||||
CASE WHEN v_gmv_compare > 0 THEN ((v_gmv - v_gmv_compare) / v_gmv_compare * 100) ELSE (CASE WHEN v_gmv > 0 THEN 100 ELSE 0 END) END,
|
||||
v_orders,
|
||||
CASE WHEN v_orders_compare > 0 THEN ((v_orders - v_orders_compare)::NUMERIC / v_orders_compare * 100) ELSE (CASE WHEN v_orders > 0 THEN 100 ELSE 0 END) END,
|
||||
COALESCE(v_online_users, 0),
|
||||
CASE WHEN v_visitors > 0 THEN (v_order_users::NUMERIC / v_visitors * 100) ELSE 0 END,
|
||||
CASE WHEN v_visitors_compare > 0 AND v_order_users_compare > 0 THEN
|
||||
(((v_order_users::NUMERIC / NULLIF(v_visitors, 0)) - (v_order_users_compare::NUMERIC / NULLIF(v_visitors_compare, 0))) / (v_order_users_compare::NUMERIC / NULLIF(v_visitors_compare, 0)) * 100)
|
||||
ELSE 0 END;
|
||||
END;
|
||||
$$;
|
||||
|
||||
-- 4.2 趋势数据查询函数（按日期聚合）
|
||||
CREATE OR REPLACE FUNCTION rpc_analytics_trend_data(
|
||||
p_start_date DATE,
|
||||
p_end_date DATE,
|
||||
p_merchant_id UUID DEFAULT NULL
|
||||
)
|
||||
RETURNS TABLE (
|
||||
date DATE,
|
||||
gmv NUMERIC,
|
||||
orders INTEGER,
|
||||
users INTEGER
|
||||
)
|
||||
LANGUAGE plpgsql
|
||||
SECURITY DEFINER
|
||||
SET search_path = public
|
||||
AS $$
|
||||
BEGIN
|
||||
IF auth.uid() IS NULL THEN
|
||||
RAISE EXCEPTION 'unauthorized';
|
||||
END IF;
|
||||
|
||||
RETURN QUERY
|
||||
SELECT
|
||||
DATE(o.created_at) AS date,
|
||||
COALESCE(SUM(o.total_amount), 0) AS gmv,
|
||||
COUNT(*)::INTEGER AS orders,
|
||||
COUNT(DISTINCT o.user_id)::INTEGER AS users
|
||||
FROM orders o
|
||||
WHERE DATE(o.created_at) >= p_start_date
|
||||
AND DATE(o.created_at) <= p_end_date
|
||||
AND o.status = 2 -- 已支付
|
||||
AND (p_merchant_id IS NULL OR o.merchant_id = p_merchant_id)
|
||||
GROUP BY DATE(o.created_at)
|
||||
ORDER BY date;
|
||||
END;
|
||||
$$;
|
||||
|
||||
-- 4.3 热销商品 TOP（按 GMV）
|
||||
CREATE OR REPLACE FUNCTION rpc_analytics_top_products(
|
||||
p_start_date DATE,
|
||||
p_end_date DATE,
|
||||
p_limit INTEGER DEFAULT 10,
|
||||
p_merchant_id UUID DEFAULT NULL
|
||||
)
|
||||
RETURNS TABLE (
|
||||
id UUID,
|
||||
name TEXT,
|
||||
sales NUMERIC
|
||||
)
|
||||
LANGUAGE plpgsql
|
||||
SECURITY DEFINER
|
||||
SET search_path = public
|
||||
AS $$
|
||||
BEGIN
|
||||
IF auth.uid() IS NULL THEN
|
||||
RAISE EXCEPTION 'unauthorized';
|
||||
END IF;
|
||||
|
||||
RETURN QUERY
|
||||
SELECT
|
||||
p.id,
|
||||
CAST(p.name AS TEXT) AS name,
|
||||
CAST(COALESCE(SUM(oi.total_amount), 0) AS NUMERIC) AS sales
|
||||
FROM order_items oi
|
||||
JOIN orders o ON o.id = oi.order_id
|
||||
JOIN products p ON p.id = oi.product_id
|
||||
WHERE DATE(o.created_at) >= p_start_date
|
||||
AND DATE(o.created_at) <= p_end_date
|
||||
AND o.status = 2
|
||||
AND (p_merchant_id IS NULL OR o.merchant_id = p_merchant_id)
|
||||
GROUP BY p.id, p.name
|
||||
ORDER BY sales DESC
|
||||
LIMIT p_limit;
|
||||
END;
|
||||
$$;
|
||||
|
||||
-- 4.4 商家 TOP（按 GMV）
|
||||
CREATE OR REPLACE FUNCTION rpc_analytics_top_merchants(
|
||||
p_start_date DATE,
|
||||
p_end_date DATE,
|
||||
p_limit INTEGER DEFAULT 10
|
||||
)
|
||||
RETURNS TABLE (
|
||||
id UUID,
|
||||
name TEXT,
|
||||
sales NUMERIC,
|
||||
growth NUMERIC
|
||||
)
|
||||
LANGUAGE plpgsql
|
||||
SECURITY DEFINER
|
||||
SET search_path = public
|
||||
AS $$
|
||||
DECLARE
|
||||
v_days INTEGER := GREATEST(1, (p_end_date - p_start_date + 1));
|
||||
v_prev_start DATE := p_start_date - v_days;
|
||||
v_prev_end DATE := p_start_date - 1;
|
||||
BEGIN
|
||||
IF auth.uid() IS NULL THEN
|
||||
RAISE EXCEPTION 'unauthorized';
|
||||
END IF;
|
||||
|
||||
RETURN QUERY
|
||||
WITH cur AS (
|
||||
SELECT
|
||||
m.id AS merchant_id,
|
||||
CAST(COALESCE(m.shop_name, '未知商家') AS TEXT) AS name,
|
||||
CAST(COALESCE(SUM(o.total_amount), 0) AS NUMERIC) AS sales
|
||||
FROM merchants m
|
||||
LEFT JOIN orders o ON o.merchant_id = m.id
|
||||
AND DATE(o.created_at) >= p_start_date
|
||||
AND DATE(o.created_at) <= p_end_date
|
||||
AND o.status = 2
|
||||
GROUP BY m.id, m.shop_name
|
||||
),
|
||||
prev AS (
|
||||
SELECT
|
||||
m.id AS merchant_id,
|
||||
CAST(COALESCE(SUM(o.total_amount), 0) AS NUMERIC) AS sales
|
||||
FROM merchants m
|
||||
LEFT JOIN orders o ON o.merchant_id = m.id
|
||||
AND DATE(o.created_at) >= v_prev_start
|
||||
AND DATE(o.created_at) <= v_prev_end
|
||||
AND o.status = 2
|
||||
GROUP BY m.id
|
||||
)
|
||||
SELECT
|
||||
CAST(cur.merchant_id AS UUID) AS id,
|
||||
CAST(cur.name AS TEXT) AS name,
|
||||
CAST(cur.sales AS NUMERIC) AS sales,
|
||||
CAST(
|
||||
CASE
|
||||
WHEN COALESCE(prev.sales, 0) > 0 THEN ((cur.sales - prev.sales) / prev.sales * 100)
|
||||
WHEN cur.sales > 0 THEN 100
|
||||
ELSE 0
|
||||
END AS NUMERIC
|
||||
) AS growth
|
||||
FROM cur
|
||||
LEFT JOIN prev ON prev.merchant_id = cur.merchant_id
|
||||
ORDER BY cur.sales DESC
|
||||
LIMIT p_limit;
|
||||
END;
|
||||
$$;
|
||||
|
||||
-- 4.5 用户结构（分群：未消费/消费一次/留存客户/回流客户）
|
||||
CREATE OR REPLACE FUNCTION rpc_analytics_user_segments(
|
||||
p_start_date DATE,
|
||||
p_end_date DATE
|
||||
)
|
||||
RETURNS TABLE (
|
||||
name TEXT,
|
||||
value INTEGER
|
||||
)
|
||||
LANGUAGE plpgsql
|
||||
SECURITY DEFINER
|
||||
SET search_path = public
|
||||
AS $$
|
||||
BEGIN
|
||||
IF auth.uid() IS NULL THEN
|
||||
RAISE EXCEPTION 'unauthorized';
|
||||
END IF;
|
||||
|
||||
RETURN QUERY
|
||||
WITH u AS (
|
||||
SELECT id AS user_id FROM users
|
||||
),
|
||||
cur_orders AS (
|
||||
SELECT user_id, COUNT(*) AS cnt
|
||||
FROM orders
|
||||
WHERE DATE(created_at) >= p_start_date
|
||||
AND DATE(created_at) <= p_end_date
|
||||
AND status = 2
|
||||
GROUP BY user_id
|
||||
),
|
||||
has_before AS (
|
||||
SELECT user_id, 1 AS has_before
|
||||
FROM orders
|
||||
WHERE DATE(created_at) < p_start_date
|
||||
AND status = 2
|
||||
GROUP BY user_id
|
||||
),
|
||||
cls AS (
|
||||
SELECT
|
||||
u.user_id,
|
||||
COALESCE(c.cnt, 0) AS cur_cnt,
|
||||
COALESCE(b.has_before, 0) AS before_flag
|
||||
FROM u
|
||||
LEFT JOIN cur_orders c ON c.user_id = u.user_id
|
||||
LEFT JOIN has_before b ON b.user_id = u.user_id
|
||||
)
|
||||
SELECT CAST('未消费用户' AS TEXT) AS name, CAST(COUNT(*) AS INTEGER) AS value FROM cls WHERE cur_cnt = 0
|
||||
UNION ALL
|
||||
SELECT CAST('消费一次用户' AS TEXT) AS name, CAST(COUNT(*) AS INTEGER) AS value FROM cls WHERE cur_cnt = 1
|
||||
UNION ALL
|
||||
SELECT CAST('留存客户' AS TEXT) AS name, CAST(COUNT(*) AS INTEGER) AS value FROM cls WHERE cur_cnt >= 2
|
||||
UNION ALL
|
||||
SELECT CAST('回流客户' AS TEXT) AS name, CAST(COUNT(*) AS INTEGER) AS value FROM cls WHERE cur_cnt >= 1 AND before_flag = 1;
|
||||
END;
|
||||
$$;
|
||||
|
||||
-- 4.6 流量来源（基于 page_views.source）
|
||||
CREATE OR REPLACE FUNCTION rpc_analytics_traffic_sources(
|
||||
p_start_date DATE,
|
||||
p_end_date DATE
|
||||
)
|
||||
RETURNS TABLE (
|
||||
name TEXT,
|
||||
value INTEGER
|
||||
)
|
||||
LANGUAGE plpgsql
|
||||
SECURITY DEFINER
|
||||
SET search_path = public
|
||||
AS $$
|
||||
BEGIN
|
||||
IF auth.uid() IS NULL THEN
|
||||
RAISE EXCEPTION 'unauthorized';
|
||||
END IF;
|
||||
|
||||
RETURN QUERY
|
||||
SELECT
|
||||
CAST(
|
||||
CASE
|
||||
WHEN source = 'direct' THEN '直接访问'
|
||||
WHEN source = 'search' THEN '搜索引擎'
|
||||
WHEN source = 'social' THEN '社交媒体'
|
||||
WHEN source = 'ad' THEN '广告推广'
|
||||
ELSE COALESCE(source, '未知')
|
||||
END AS TEXT
|
||||
) AS name,
|
||||
CAST(COUNT(*) AS INTEGER) AS value
|
||||
FROM page_views
|
||||
WHERE DATE(created_at) >= p_start_date
|
||||
AND DATE(created_at) <= p_end_date
|
||||
GROUP BY 1
|
||||
ORDER BY value DESC;
|
||||
END;
|
||||
$$;
|
||||
|
||||
-- 4.7 用户分析 KPI（总用户/新用户/活跃/复购率 等）
|
||||
-- 说明：指标口径为“占总用户数的百分比”，增长为与上一周期对比的百分比变化。
|
||||
CREATE OR REPLACE FUNCTION rpc_analytics_user_kpis(
|
||||
p_start_date DATE,
|
||||
p_end_date DATE
|
||||
)
|
||||
RETURNS TABLE (
|
||||
total_users INTEGER,
|
||||
user_growth NUMERIC,
|
||||
new_users INTEGER,
|
||||
new_user_growth NUMERIC,
|
||||
active_rate NUMERIC,
|
||||
active_growth NUMERIC,
|
||||
repurchase_rate NUMERIC,
|
||||
repurchase_growth NUMERIC
|
||||
)
|
||||
LANGUAGE plpgsql
|
||||
SECURITY DEFINER
|
||||
SET search_path = public
|
||||
AS $$
|
||||
DECLARE
|
||||
v_days INTEGER := GREATEST(1, (p_end_date - p_start_date + 1));
|
||||
v_prev_start DATE := p_start_date - v_days;
|
||||
v_prev_end DATE := p_start_date - 1;
|
||||
|
||||
v_total INTEGER := 0;
|
||||
v_new INTEGER := 0;
|
||||
v_prev_new INTEGER := 0;
|
||||
|
||||
v_active INTEGER := 0;
|
||||
v_prev_active INTEGER := 0;
|
||||
|
||||
v_repurchase INTEGER := 0;
|
||||
v_prev_repurchase INTEGER := 0;
|
||||
BEGIN
|
||||
IF auth.uid() IS NULL THEN
|
||||
RAISE EXCEPTION 'unauthorized';
|
||||
END IF;
|
||||
|
||||
-- 总用户数（统计兼容表）
|
||||
SELECT COUNT(*)::INTEGER INTO v_total FROM public.users;
|
||||
|
||||
-- 新用户：按 users.created_at 的日期口径
|
||||
SELECT COUNT(*)::INTEGER INTO v_new
|
||||
FROM public.users
|
||||
WHERE DATE(created_at) >= p_start_date AND DATE(created_at) <= p_end_date;
|
||||
|
||||
SELECT COUNT(*)::INTEGER INTO v_prev_new
|
||||
FROM public.users
|
||||
WHERE DATE(created_at) >= v_prev_start AND DATE(created_at) <= v_prev_end;
|
||||
|
||||
-- 活跃用户：最近活跃时间落在周期内的去重 user_id（会话表）
|
||||
SELECT COUNT(DISTINCT user_id)::INTEGER INTO v_active
|
||||
FROM public.user_sessions
|
||||
WHERE DATE(last_active_at) >= p_start_date AND DATE(last_active_at) <= p_end_date
|
||||
AND is_active = true;
|
||||
|
||||
SELECT COUNT(DISTINCT user_id)::INTEGER INTO v_prev_active
|
||||
FROM public.user_sessions
|
||||
WHERE DATE(last_active_at) >= v_prev_start AND DATE(last_active_at) <= v_prev_end
|
||||
AND is_active = true;
|
||||
|
||||
-- 复购用户：周期内已支付订单数 >= 2 的用户
|
||||
SELECT COUNT(*)::INTEGER INTO v_repurchase
|
||||
FROM (
|
||||
SELECT user_id
|
||||
FROM public.orders
|
||||
WHERE DATE(created_at) >= p_start_date AND DATE(created_at) <= p_end_date
|
||||
AND status = 2
|
||||
GROUP BY user_id
|
||||
HAVING COUNT(*) >= 2
|
||||
) t;
|
||||
|
||||
SELECT COUNT(*)::INTEGER INTO v_prev_repurchase
|
||||
FROM (
|
||||
SELECT user_id
|
||||
FROM public.orders
|
||||
WHERE DATE(created_at) >= v_prev_start AND DATE(created_at) <= v_prev_end
|
||||
AND status = 2
|
||||
GROUP BY user_id
|
||||
HAVING COUNT(*) >= 2
|
||||
) t;
|
||||
|
||||
RETURN QUERY
|
||||
SELECT
|
||||
v_total,
|
||||
CASE WHEN v_total > 0 AND v_prev_new > 0 THEN ((v_new - v_prev_new)::NUMERIC / v_prev_new * 100) ELSE 0 END,
|
||||
v_new,
|
||||
CASE WHEN v_prev_new > 0 THEN ((v_new - v_prev_new)::NUMERIC / v_prev_new * 100) ELSE (CASE WHEN v_new > 0 THEN 100 ELSE 0 END) END,
|
||||
CASE WHEN v_total > 0 THEN (v_active::NUMERIC / v_total * 100) ELSE 0 END,
|
||||
CASE WHEN v_prev_active > 0 THEN ((v_active - v_prev_active)::NUMERIC / v_prev_active * 100) ELSE (CASE WHEN v_active > 0 THEN 100 ELSE 0 END) END,
|
||||
CASE WHEN v_total > 0 THEN (v_repurchase::NUMERIC / v_total * 100) ELSE 0 END,
|
||||
CASE WHEN v_prev_repurchase > 0 THEN ((v_repurchase - v_prev_repurchase)::NUMERIC / v_prev_repurchase * 100) ELSE (CASE WHEN v_repurchase > 0 THEN 100 ELSE 0 END) END;
|
||||
END;
|
||||
$$;
|
||||
|
||||
-- 4.8 用户增长趋势（按天）
|
||||
CREATE OR REPLACE FUNCTION rpc_analytics_user_growth_trend(
|
||||
p_start_date DATE,
|
||||
p_end_date DATE
|
||||
)
|
||||
RETURNS TABLE (
|
||||
date DATE,
|
||||
new_users INTEGER,
|
||||
total_users INTEGER
|
||||
)
|
||||
LANGUAGE plpgsql
|
||||
SECURITY DEFINER
|
||||
SET search_path = public
|
||||
AS $$
|
||||
DECLARE
|
||||
v_total_before INTEGER := 0;
|
||||
BEGIN
|
||||
IF auth.uid() IS NULL THEN
|
||||
RAISE EXCEPTION 'unauthorized';
|
||||
END IF;
|
||||
|
||||
SELECT COUNT(*)::INTEGER INTO v_total_before
|
||||
FROM public.users
|
||||
WHERE DATE(created_at) < p_start_date;
|
||||
|
||||
RETURN QUERY
|
||||
WITH days AS (
|
||||
SELECT generate_series(p_start_date, p_end_date, interval '1 day')::date AS d
|
||||
),
|
||||
nu AS (
|
||||
SELECT DATE(created_at) AS d, COUNT(*)::INTEGER AS c
|
||||
FROM public.users
|
||||
WHERE DATE(created_at) >= p_start_date AND DATE(created_at) <= p_end_date
|
||||
GROUP BY DATE(created_at)
|
||||
),
|
||||
joined AS (
|
||||
SELECT days.d, COALESCE(nu.c, 0) AS new_users
|
||||
FROM days
|
||||
LEFT JOIN nu ON nu.d = days.d
|
||||
ORDER BY days.d
|
||||
)
|
||||
SELECT
|
||||
joined.d AS date,
|
||||
joined.new_users,
|
||||
(v_total_before + SUM(joined.new_users) OVER (ORDER BY joined.d))::INTEGER AS total_users
|
||||
FROM joined;
|
||||
END;
|
||||
$$;
|
||||
|
||||
-- ============================================
|
||||
-- 5. 触发器（自动更新 updated_at）
|
||||
-- ============================================
|
||||
|
||||
-- 为需要的表添加触发器
|
||||
DO $$
|
||||
BEGIN
|
||||
IF NOT EXISTS (SELECT 1 FROM pg_trigger WHERE tgname = 'update_analytics_user_preferences_updated_at') THEN
|
||||
EXECUTE 'CREATE TRIGGER update_analytics_user_preferences_updated_at BEFORE UPDATE ON public.analytics_user_preferences FOR EACH ROW EXECUTE FUNCTION public.update_updated_at_column()';
|
||||
END IF;
|
||||
IF NOT EXISTS (SELECT 1 FROM pg_trigger WHERE tgname = 'update_analytics_reports_updated_at') THEN
|
||||
EXECUTE 'CREATE TRIGGER update_analytics_reports_updated_at BEFORE UPDATE ON public.analytics_reports FOR EACH ROW EXECUTE FUNCTION public.update_updated_at_column()';
|
||||
END IF;
|
||||
END $$;
|
||||
|
||||
-- ============================================
|
||||
-- 完成
|
||||
-- ============================================
|
||||
|
||||
-- ============================================
|
||||
-- 6. RPC 授权收敛（只允许 authenticated 调用）
|
||||
-- ============================================
|
||||
|
||||
REVOKE ALL ON FUNCTION rpc_analytics_realtime_kpis(TIMESTAMPTZ, TIMESTAMPTZ, TIMESTAMPTZ, TIMESTAMPTZ, UUID) FROM PUBLIC;
|
||||
REVOKE ALL ON FUNCTION rpc_analytics_trend_data(DATE, DATE, UUID) FROM PUBLIC;
|
||||
REVOKE ALL ON FUNCTION rpc_analytics_top_products(DATE, DATE, INTEGER, UUID) FROM PUBLIC;
|
||||
REVOKE ALL ON FUNCTION rpc_analytics_top_merchants(DATE, DATE, INTEGER) FROM PUBLIC;
|
||||
REVOKE ALL ON FUNCTION rpc_analytics_user_segments(DATE, DATE) FROM PUBLIC;
|
||||
REVOKE ALL ON FUNCTION rpc_analytics_traffic_sources(DATE, DATE) FROM PUBLIC;
|
||||
REVOKE ALL ON FUNCTION rpc_analytics_user_kpis(DATE, DATE) FROM PUBLIC;
|
||||
REVOKE ALL ON FUNCTION rpc_analytics_user_growth_trend(DATE, DATE) FROM PUBLIC;
|
||||
|
||||
GRANT EXECUTE ON FUNCTION rpc_analytics_realtime_kpis(TIMESTAMPTZ, TIMESTAMPTZ, TIMESTAMPTZ, TIMESTAMPTZ, UUID) TO authenticated;
|
||||
GRANT EXECUTE ON FUNCTION rpc_analytics_trend_data(DATE, DATE, UUID) TO authenticated;
|
||||
GRANT EXECUTE ON FUNCTION rpc_analytics_top_products(DATE, DATE, INTEGER, UUID) TO authenticated;
|
||||
GRANT EXECUTE ON FUNCTION rpc_analytics_top_merchants(DATE, DATE, INTEGER) TO authenticated;
|
||||
GRANT EXECUTE ON FUNCTION rpc_analytics_user_segments(DATE, DATE) TO authenticated;
|
||||
GRANT EXECUTE ON FUNCTION rpc_analytics_traffic_sources(DATE, DATE) TO authenticated;
|
||||
GRANT EXECUTE ON FUNCTION rpc_analytics_user_kpis(DATE, DATE) TO authenticated;
|
||||
GRANT EXECUTE ON FUNCTION rpc_analytics_user_growth_trend(DATE, DATE) TO authenticated;
|
||||
|
||||
-- ============================================
|
||||
-- 完成
|
||||
-- ============================================
|
||||
|
||||
SELECT 'Analytics database schema created successfully!' AS message;
|
||||
Reference in New Issue
Block a user