Changing embedded database in Spring Boot from H2 to MySQL

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Is there a way to change database in application that is almost done? I am encoutering many problems with H2 that does not occur in MySQL. For example ALTER TABLE yourtable AUTO_INCREMENT = 1; does not work and instead I had to use restart at which does not work as good as MySQL version. Also now I am having problems with datediff. So is it possible to change database in ongoing application?

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