It's not supported to create, update or delete from the database directly.
One reason is that any plugins or workflows designed to fire on those events will not be triggered not to mention you run this risk of not deleting related records.
You'd be much safer running a bulk delete job from Settings -> Data Management to delete all the records in a safe and supported manner.
Jason Lattimer
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