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To give it a quick try, you can use the H2 database that is shipped with SonarQube. It doesn't require any installation. Note that H2 must NOT be used to set up a production instance.

To use the database engine of your choice, just create an empty schema and a sonarqube user. Grant this sonarqube user permissions to create, update and delete objects for this schema. The charset of the database has to be set to "UTF-8". Here is a sample script for MySQL.