mysql 子查询in优化

慢sql

查询某个时间点之前有交易的用户
3万用户，4万多条订单记录，查询出来数据3046条，耗时600多秒，

SELECT username FROM `user` WHERE id in((SELECT user_id FROM shop_order WHERE created_at>1523631128))

优化

耗时0.055秒 查询结果同上

SELECT  b.username  FROM (SELECT DISTINCT user_id FROM shop_order  WHERE created_at>1523631128) a INNER JOIN `user` b  ON b.id=a.user_id