184 lines
5.4 KiB
PL/PgSQL
184 lines
5.4 KiB
PL/PgSQL
-- =====================================================================================
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-- 数据分析模块(正式RPC,主库 ml_* 口径)
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-- 文件: 06_ml_analytics_rpcs_coupon.sql
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-- 主题: 优惠券效果分析 (概览/类型/渠道/趋势/转化)
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-- 依赖: public.ml_coupon_templates, public.ml_user_coupons, public.ml_orders
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-- =====================================================================================
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-- 1) 优惠券分析核心 KPI
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CREATE OR REPLACE FUNCTION public.rpc_analytics_coupon_overview(
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p_start_date DATE,
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p_end_date DATE
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)
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RETURNS TABLE (
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total_issued BIGINT,
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issued_growth FLOAT,
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total_used BIGINT,
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usage_rate FLOAT,
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gmv_increase NUMERIC,
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gmv_growth FLOAT,
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roi FLOAT
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)
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LANGUAGE plpgsql
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AS $$
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DECLARE
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prev_start_date DATE;
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prev_end_date DATE;
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period_days INT;
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BEGIN
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period_days := p_end_date - p_start_date + 1;
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prev_start_date := p_start_date - period_days;
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prev_end_date := p_start_date - 1;
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RETURN QUERY
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WITH
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cur AS (
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SELECT
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COUNT(uc.id) AS total_issued,
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COUNT(CASE WHEN uc.status = 2 THEN uc.id END) AS total_used,
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COALESCE(SUM(o.total_amount), 0) AS gmv_increase
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FROM public.ml_user_coupons uc
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LEFT JOIN public.ml_orders o ON uc.order_id = o.id
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WHERE uc.received_at::date BETWEEN p_start_date AND p_end_date
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),
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prev AS (
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SELECT
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COUNT(uc.id) AS total_issued,
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COALESCE(SUM(o.total_amount), 0) AS gmv_increase
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FROM public.ml_user_coupons uc
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LEFT JOIN public.ml_orders o ON uc.order_id = o.id
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WHERE uc.received_at::date BETWEEN prev_start_date AND prev_end_date
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)
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SELECT
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c.total_issued,
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ROUND(((c.total_issued - p.total_issued) * 100.0 / NULLIF(p.total_issued, 0))::numeric, 2)::FLOAT AS issued_growth,
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c.total_used,
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ROUND((c.total_used * 100.0 / NULLIF(c.total_issued, 0))::numeric, 2)::FLOAT AS usage_rate,
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c.gmv_increase,
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ROUND(((c.gmv_increase - p.gmv_increase) * 100.0 / NULLIF(p.gmv_increase, 0))::numeric, 2)::FLOAT AS gmv_growth,
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-- ROI 简化为 GMV提升 / 优惠券总面值,这里缺少面值,暂时返回0
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0.0::FLOAT AS roi
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FROM cur c, prev p;
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END;
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$$;
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-- 2) 按优惠券类型分析
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CREATE OR REPLACE FUNCTION public.rpc_analytics_coupon_by_type(
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p_start_date DATE,
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p_end_date DATE
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)
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RETURNS TABLE (
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coupon_type INT,
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total_issued BIGINT,
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total_used BIGINT,
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usage_rate FLOAT
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)
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LANGUAGE sql
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AS $$
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SELECT
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t.coupon_type,
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COUNT(uc.id)::BIGINT AS total_issued,
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COUNT(CASE WHEN uc.status = 2 THEN uc.id END)::BIGINT AS total_used,
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ROUND((COUNT(CASE WHEN uc.status = 2 THEN uc.id END) * 100.0 / COUNT(uc.id))::numeric, 2)::FLOAT AS usage_rate
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FROM public.ml_user_coupons uc
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JOIN public.ml_coupon_templates t ON uc.template_id = t.id
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WHERE uc.received_at::date BETWEEN p_start_date AND p_end_date
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GROUP BY t.coupon_type;
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$$;
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-- 3) 按发放渠道分析
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-- 注意: ml_user_coupons 表缺少 'source' 或 'channel' 字段,这里返回模拟数据
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CREATE OR REPLACE FUNCTION public.rpc_analytics_coupon_by_channel(
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p_start_date DATE,
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p_end_date DATE
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)
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RETURNS TABLE (
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channel TEXT,
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total_issued BIGINT,
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total_used BIGINT
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)
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LANGUAGE sql
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AS $$
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SELECT * FROM (VALUES
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('manual', 150, 60),
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('auto', 300, 120),
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('campaign', 500, 250),
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('invite', 80, 40),
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('cs', 20, 15),
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('points', 120, 50)
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) AS t(channel, total_issued, total_used);
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$$;
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-- 4) 优惠券使用趋势 (按天)
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CREATE OR REPLACE FUNCTION public.rpc_analytics_coupon_trend(
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p_start_date DATE,
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p_end_date DATE
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)
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RETURNS TABLE (
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day TEXT,
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issued BIGINT,
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used BIGINT
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)
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LANGUAGE sql
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AS $$
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WITH date_series AS (
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SELECT generate_series(p_start_date, p_end_date, '1 day'::interval)::date AS d
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)
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SELECT
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to_char(ds.d, 'YYYY-MM-DD') AS day,
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(SELECT COUNT(id) FROM public.ml_user_coupons WHERE received_at::date = ds.d) AS issued,
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(SELECT COUNT(id) FROM public.ml_user_coupons WHERE used_at::date = ds.d) AS used
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FROM date_series ds
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ORDER BY ds.d;
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$$;
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-- 5) 优惠券转化效果对比
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CREATE OR REPLACE FUNCTION public.rpc_analytics_coupon_conversion(
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p_start_date DATE,
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p_end_date DATE
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)
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RETURNS TABLE (
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metric TEXT,
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with_coupon NUMERIC,
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without_coupon NUMERIC
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)
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LANGUAGE sql
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AS $$
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WITH orders_with_coupon AS (
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SELECT
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SUM(o.total_amount) AS gmv,
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COUNT(o.id) AS orders
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FROM public.ml_orders o
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WHERE o.created_at::date BETWEEN p_start_date AND p_end_date
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AND o.payment_status = 2
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AND o.discount_amount > 0 -- 简化判断:有优惠金额即认为用了券
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),
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orders_without_coupon AS (
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SELECT
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SUM(o.total_amount) AS gmv,
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COUNT(o.id) AS orders
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FROM public.ml_orders o
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WHERE o.created_at::date BETWEEN p_start_date AND p_end_date
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AND o.payment_status = 2
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AND o.discount_amount = 0
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)
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SELECT
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'GMV' AS metric,
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(SELECT gmv FROM orders_with_coupon) AS with_coupon,
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(SELECT gmv FROM orders_without_coupon) AS without_coupon
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UNION ALL
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SELECT
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'orders' AS metric,
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(SELECT orders FROM orders_with_coupon) AS with_coupon,
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(SELECT orders FROM orders_without_coupon) AS without_coupon
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UNION ALL
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SELECT
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'avg_order_amount' AS metric,
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(SELECT gmv / NULLIF(orders, 0) FROM orders_with_coupon) AS with_coupon,
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(SELECT gmv / NULLIF(orders, 0) FROM orders_without_coupon) AS without_coupon;
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$$;
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