For setting database dialect in Spring Boot, rely on spring.jpa.properties.hibernate.dialect property in application.properties.
For example, setting the MySQL5Dialect dialect can be done as below:
spring.jpa.properties.hibernate.dialect=org.hibernate.dialect.MySQL5Dialect
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