1. Insert test data
In the test data in the figure below, the users whose user_names are lilei and zhaofeng are duplicate data.
2. Method of removing duplicate data
1. Method 1: Use distinct
The code is as follows (example):
select distinct user_name,email,address from t_user;
As shown below, the data has been deduplicated and only 1 duplicate data is retained.
2. Method 2: Use group by
SELECT user_name,email,address FROM t_user GROUP BY user_name, email, address;
as shown below. The data has been deduplicated and only 1 duplicate data is retained.
3. Method 3: Use the window function
(1) If your database is MySQL8 or above, you can directly use the window function row_number( )
SELECT * FROM( SELECT t.*, ROW_NUMBER() OVER(PARTITION BY user_name ORDER BY last_login DESC) rn FROM table AS t ) AS t_user WHERE rn = 1;
(2) If your database version is lower than MySQL8, use the class row_number() method
select user_name, email, address from ( select b.*, @rownum := @rownum+1 ,-- 定义用户变量@rownum来记录数据的行号 if(@pdept=b.user_name,@rank:=@rank+1,@rank:=1) as rank,-- 如果当前分组user_name和上一次分组user_name相同,则@rank(对每一组的数据进行编号)值加1,否则表示为新的分组,从1开始 @pdept:=b.user_name -- 定义变量@pdept用来保存上一次的分组id from (select * from t_user) b , (select @rownum :=0 , @pdept := null ,@rank:=0) c -- 初始化自定义变量值 order by b.user_name,b.last_login desc -- 该排序必须,否则结果会不对 ) result where rank = 1;
as shown below. The data has been deduplicated and only 1 duplicate data is retained.
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