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DB Table Purge/Clear/Delete

Our application takes in data from an outside application and the folks here would like to suck that data into an SF table, process and integrate it with other tables, and then purge the initial table on a daily basis. Use of Delete just marks records for deletion rather than physically removing them from the table. Is there any global purge/clear/delete functionailty available to operate on SF tables?

Just make a call to emptyRecycleBin after your delete process has run.  That will hard-delete the items.