A complete recovery involves restoring data files from backups and applying all available redo logs to bring the database up to the present time. The document describes two scenarios: 1) A SYSTEM tablespace failure requires taking the database offline for recovery. 2) A non-SYSTEM tablespace failure allows keeping the database open while recovering the individual tablespace offline. Both involve restoring backups and applying redo logs to recover the data.