No Time for Sergeants (1964)

Will Stockdale is an innocent soldier who doesn't always get sarcasm and takes things literally. His best friend at Oliver Air Base is Ben and together they are usually on the wrong side of their Sgt King. When not in trouble he spends time with his pretty girlfriend Milly.