111 lines
4.3 KiB
SQL
111 lines
4.3 KiB
SQL
-- 近14天（2026-05-09 ~ 2026-05-22）没有完课行为的付费用户占比
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-- [李承龙确认] 口径定义见 MEMORY.md "近14天无完课行为付费用户占比"
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WITH paying_users AS (
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-- 付费用户：pay_success_date IS NOT NULL AND order_status = 3（已完成，不含退费）
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-- 关联 bi_vala_app_account 剔除测试账号（status ≠ 1）
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SELECT DISTINCT o.account_id
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FROM bi_vala_order o
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JOIN bi_vala_app_account a ON o.account_id = a.id AND a.status = 1
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WHERE o.pay_success_date IS NOT NULL
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AND o.order_status = 3
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),
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paying_user_goods AS (
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-- 每个付费用户的 goods_id 汇总
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SELECT
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o.account_id,
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array_agg(DISTINCT o.goods_id) AS goods_ids
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FROM bi_vala_order o
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JOIN bi_vala_app_account a ON o.account_id = a.id AND a.status = 1
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WHERE o.pay_success_date IS NOT NULL
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AND o.order_status = 3
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GROUP BY o.account_id
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),
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user_level AS (
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-- 判定 L1/L2 等级
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SELECT
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account_id,
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CASE
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-- L1+L2 商品
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WHEN 61 = ANY(goods_ids) THEN 'L1+L2'
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-- 同时有 L1 和 L2 商品
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WHEN (57 = ANY(goods_ids) OR 60 = ANY(goods_ids) OR 63 = ANY(goods_ids))
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AND (31 = ANY(goods_ids) OR 32 = ANY(goods_ids) OR 33 = ANY(goods_ids) OR 54 = ANY(goods_ids))
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THEN 'L1+L2'
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-- 仅 L1
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WHEN (57 = ANY(goods_ids) OR 60 = ANY(goods_ids) OR 63 = ANY(goods_ids)) THEN '仅L1'
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-- 仅 L2
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WHEN (31 = ANY(goods_ids) OR 32 = ANY(goods_ids) OR 33 = ANY(goods_ids) OR 54 = ANY(goods_ids)) THEN '仅L2'
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ELSE '其他'
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END AS level
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FROM paying_user_goods
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),
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done_users AS (
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-- 近14天有完课行为的 user_id（8张分表 UNION）
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SELECT DISTINCT user_id
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FROM (
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SELECT user_id FROM bi_user_chapter_play_record_0
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WHERE play_status = 1 AND created_at >= '2026-05-09' AND created_at < '2026-05-23'
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UNION
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SELECT user_id FROM bi_user_chapter_play_record_1
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WHERE play_status = 1 AND created_at >= '2026-05-09' AND created_at < '2026-05-23'
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UNION
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SELECT user_id FROM bi_user_chapter_play_record_2
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WHERE play_status = 1 AND created_at >= '2026-05-09' AND created_at < '2026-05-23'
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UNION
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SELECT user_id FROM bi_user_chapter_play_record_3
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WHERE play_status = 1 AND created_at >= '2026-05-09' AND created_at < '2026-05-23'
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UNION
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SELECT user_id FROM bi_user_chapter_play_record_4
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WHERE play_status = 1 AND created_at >= '2026-05-09' AND created_at < '2026-05-23'
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UNION
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SELECT user_id FROM bi_user_chapter_play_record_5
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WHERE play_status = 1 AND created_at >= '2026-05-09' AND created_at < '2026-05-23'
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UNION
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SELECT user_id FROM bi_user_chapter_play_record_6
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WHERE play_status = 1 AND created_at >= '2026-05-09' AND created_at < '2026-05-23'
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UNION
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SELECT user_id FROM bi_user_chapter_play_record_7
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WHERE play_status = 1 AND created_at >= '2026-05-09' AND created_at < '2026-05-23'
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) t
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),
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paying_user_done_status AS (
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-- 付费用户是否有完课行为（通过 character 关联 user_id）
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-- MAX: 只要用户有任意一个角色在近14天有完课，就算有完课行为
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SELECT
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ul.account_id,
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ul.level,
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MAX(CASE WHEN du.user_id IS NOT NULL THEN 1 ELSE 0 END) AS has_done
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FROM user_level ul
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LEFT JOIN bi_vala_app_character c ON ul.account_id = c.account_id
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LEFT JOIN done_users du ON c.id = du.user_id
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GROUP BY ul.account_id, ul.level
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)
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-- 按 level 分组统计
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SELECT
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level,
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COUNT(DISTINCT account_id) AS total_paying,
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COUNT(DISTINCT CASE WHEN has_done = 0 THEN account_id END) AS no_done_paying,
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ROUND(
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COUNT(DISTINCT CASE WHEN has_done = 0 THEN account_id END)::numeric
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/ COUNT(DISTINCT account_id)::numeric * 100,
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1
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) AS no_done_pct
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FROM paying_user_done_status
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GROUP BY level
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UNION ALL
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-- 总计行
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SELECT
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'合计' AS level,
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COUNT(DISTINCT account_id) AS total_paying,
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COUNT(DISTINCT CASE WHEN has_done = 0 THEN account_id END) AS no_done_paying,
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ROUND(
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COUNT(DISTINCT CASE WHEN has_done = 0 THEN account_id END)::numeric
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/ COUNT(DISTINCT account_id)::numeric * 100,
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1
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) AS no_done_pct
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FROM paying_user_done_status
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ORDER BY level;
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