There is a simple way to export the databse from developed app in eclipse DMS section. However, is there a simple way to export database from the app which is installed on the device already?
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Only if you write it. You are welcome to add options to your application for copying the database file to external storage. This might be part of a backup-and-restore feature. Just make sure your database is closed while this is going on.