Surprise -- this is a perfectly valid query in MySQL:
select X, Y from someTable group by X
If you tried this query in Oracle or SQL Server, you’d get the natural error message:
Column 'Y' is invalid in the select list because it is not contained in
either an aggregate function or the GROUP BY clause.
So how does MySQL determine which Y to show for each X? It just picks one. From what I can tell, it just picks the first Y it finds. The rationale being, if Y is neither an aggregate function nor in the group by clause, then specifying “select Y” in your query makes no sense to begin with. Therefore, I as the database engine will return whatever I want, and you’ll like it.
There’s even a MySQL configuration parameter to turn off this “looseness”. http://dev.mysql.com/doc/refman/5.7/en/sql-mode.html#sqlmode_only_full_group_by
This article even mentions how MySQL has been criticized for being ANSI-SQL non-compliant in this regard. http://www.oreillynet.com/databases/blog/2007/05/debunking_group_by_myths.html
My question is: Why was MySQL designed this way? What was their rationale for breaking with ANSI-SQL?
According to this page (the 5.0 online manual), it's for better performance and user convenience.