File size: 270,909 Bytes
08c8a6d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
1431
1432
1433
1434
1435
1436
1437
1438
1439
1440
1441
1442
1443
1444
1445
1446
1447
1448
1449
1450
1451
1452
1453
1454
1455
1456
1457
1458
1459
1460
1461
1462
1463
1464
1465
1466
1467
1468
1469
1470
1471
1472
1473
1474
1475
1476
1477
1478
1479
1480
1481
1482
1483
1484
1485
1486
1487
1488
1489
1490
1491
1492
1493
1494
1495
1496
1497
1498
1499
1500
1501
1502
1503
1504
1505
1506
1507
1508
1509
1510
1511
1512
1513
1514
1515
1516
1517
1518
1519
1520
1521
1522
1523
1524
1525
1526
1527
1528
1529
1530
1531
1532
1533
1534
1535
1536
1537
1538
1539
1540
1541
1542
1543
1544
1545
1546
1547
1548
1549
1550
1551
1552
1553
1554
1555
1556
1557
1558
1559
1560
1561
1562
1563
1564
1565
1566
1567
1568
1569
1570
1571
1572
1573
1574
1575
1576
1577
1578
1579
1580
1581
1582
1583
1584
1585
1586
1587
1588
1589
1590
1591
1592
1593
1594
1595
1596
1597
1598
1599
1600
1601
1602
1603
1604
1605
1606
1607
1608
1609
1610
1611
1612
1613
1614
1615
1616
1617
1618
1619
1620
1621
1622
1623
1624
1625
1626
1627
1628
1629
1630
1631
1632
1633
1634
1635
1636
1637
1638
1639
1640
1641
1642
1643
1644
1645
1646
1647
1648
1649
1650
1651
1652
1653
1654
1655
1656
1657
1658
1659
1660
1661
1662
1663
1664
1665
1666
1667
1668
1669
1670
1671
1672
1673
1674
1675
1676
1677
1678
1679
1680
1681
1682
1683
1684
1685
1686
1687
1688
1689
1690
1691
1692
1693
1694
1695
1696
1697
1698
1699
1700
1701
1702
1703
1704
1705
1706
1707
1708
1709
1710
1711
1712
1713
1714
1715
1716
1717
1718
1719
1720
1721
1722
1723
1724
1725
1726
1727
1728
1729
1730
1731
1732
1733
1734
1735
1736
1737
1738
1739
1740
1741
1742
1743
1744
1745
1746
1747
1748
1749
1750
1751
1752
1753
1754
1755
1756
1757
1758
1759
1760
1761
1762
1763
1764
1765
1766
1767
1768
1769
1770
1771
1772
1773
1774
1775
1776
1777
1778
1779
1780
1781
1782
1783
1784
1785
1786
1787
1788
1789
1790
1791
1792
1793
1794
1795
1796
1797
1798
1799
1800
1801
1802
1803
1804
1805
1806
1807
1808
1809
1810
1811
1812
1813
1814
1815
1816
1817
1818
1819
1820
1821
1822
1823
1824
1825
1826
1827
1828
1829
1830
1831
1832
1833
1834
1835
1836
1837
1838
1839
1840
1841
1842
1843
1844
1845
1846
1847
1848
1849
1850
1851
1852
1853
1854
1855
1856
1857
1858
1859
1860
1861
1862
1863
1864
1865
1866
1867
1868
1869
1870
1871
1872
1873
1874
1875
1876
1877
1878
1879
1880
1881
1882
1883
1884
1885
1886
1887
1888
1889
1890
1891
1892
1893
1894
1895
1896
1897
1898
1899
1900
1901
1902
1903
1904
1905
1906
1907
1908
1909
1910
1911
1912
1913
1914
1915
1916
1917
1918
1919
1920
1921
1922
1923
1924
1925
1926
1927
1928
1929
1930
1931
1932
1933
1934
1935
1936
1937
1938
1939
1940
1941
1942
1943
1944
1945
1946
1947
1948
1949
1950
1951
1952
1953
1954
1955
1956
1957
1958
1959
1960
1961
1962
1963
1964
1965
1966
1967
1968
1969
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
2025
2026
2027
2028
2029
2030
2031
2032
2033
2034
2035
2036
2037
2038
2039
2040
2041
2042
2043
2044
2045
2046
2047
2048
2049
2050
2051
2052
2053
2054
2055
2056
2057
2058
2059
2060
2061
2062
2063
2064
2065
2066
2067
2068
2069
2070
2071
2072
2073
2074
2075
2076
2077
2078
2079
2080
2081
2082
2083
2084
2085
2086
2087
2088
2089
2090
2091
2092
2093
2094
2095
2096
2097
2098
2099
2100
2101
2102
2103
2104
2105
2106
2107
2108
2109
2110
2111
2112
2113
2114
2115
2116
2117
2118
2119
2120
2121
2122
2123
2124
2125
2126
2127
2128
2129
2130
2131
2132
2133
2134
2135
2136
2137
2138
2139
2140
2141
2142
2143
2144
2145
2146
2147
2148
2149
2150
2151
2152
2153
2154
2155
2156
2157
2158
2159
2160
2161
2162
2163
2164
2165
2166
2167
2168
2169
2170
2171
2172
2173
2174
2175
2176
2177
2178
2179
2180
2181
2182
2183
2184
2185
2186
2187
2188
2189
2190
2191
2192
2193
2194
2195
2196
2197
2198
2199
2200
2201
2202
2203
2204
2205
2206
2207
2208
2209
2210
2211
2212
2213
2214
2215
2216
2217
2218
2219
2220
2221
2222
2223
2224
2225
2226
2227
2228
2229
2230
2231
2232
2233
2234
2235
2236
2237
2238
2239
2240
2241
2242
2243
2244
2245
2246
2247
2248
2249
2250
2251
2252
2253
2254
2255
2256
2257
2258
2259
2260
2261
2262
2263
2264
2265
2266
2267
2268
2269
2270
2271
2272
2273
2274
2275
2276
2277
2278
2279
2280
2281
2282
2283
2284
2285
2286
2287
2288
2289
2290
2291
2292
2293
2294
2295
2296
2297
2298
2299
2300
2301
2302
2303
2304
2305
2306
2307
2308
2309
2310
2311
2312
2313
2314
2315
2316
2317
2318
2319
2320
2321
2322
2323
2324
2325
2326
2327
2328
2329
2330
2331
2332
2333
2334
2335
2336
2337
2338
2339
2340
2341
2342
2343
2344
2345
2346
2347
2348
2349
2350
2351
2352
2353
2354
2355
2356
2357
2358
2359
2360
2361
2362
2363
2364
2365
2366
2367
2368
2369
2370
2371
2372
2373
2374
2375
2376
2377
2378
2379
2380
2381
2382
2383
2384
2385
2386
2387
2388
2389
2390
2391
2392
2393
2394
2395
2396
2397
2398
2399
2400
2401
2402
2403
2404
2405
2406
2407
2408
2409
2410
2411
2412
2413
2414
2415
2416
2417
2418
2419
2420
2421
2422
2423
2424
2425
2426
2427
2428
2429
2430
2431
2432
2433
2434
2435
2436
2437
2438
2439
2440
2441
2442
2443
2444
2445
2446
2447
2448
2449
2450
2451
2452
2453
2454
2455
2456
2457
2458
2459
2460
2461
2462
2463
2464
2465
2466
2467
2468
2469
2470
2471
2472
2473
2474
2475
2476
2477
2478
2479
2480
2481
2482
2483
2484
2485
2486
2487
2488
2489
2490
2491
2492
2493
2494
2495
2496
2497
2498
2499
2500
2501
2502
2503
2504
2505
2506
2507
2508
2509
2510
2511
2512
2513
2514
2515
2516
2517
2518
2519
2520
2521
2522
2523
2524
2525
2526
2527
2528
2529
2530
2531
2532
2533
2534
2535
2536
2537
2538
2539
2540
2541
2542
2543
2544
2545
2546
2547
2548
2549
2550
2551
2552
2553
2554
2555
2556
2557
2558
2559
2560
2561
2562
2563
2564
2565
2566
2567
2568
2569
2570
2571
2572
2573
2574
2575
2576
2577
2578
2579
2580
2581
2582
2583
2584
2585
2586
2587
2588
2589
2590
2591
2592
2593
2594
2595
2596
2597
2598
2599
2600
2601
2602
2603
2604
2605
2606
2607
2608
2609
2610
2611
2612
2613
2614
2615
2616
2617
2618
2619
2620
2621
2622
2623
2624
2625
2626
2627
2628
2629
2630
2631
2632
2633
2634
2635
2636
2637
2638
2639
2640
2641
2642
2643
2644
2645
2646
2647
2648
2649
2650
2651
2652
2653
2654
2655
2656
2657
2658
2659
2660
2661
2662
2663
2664
2665
2666
2667
2668
2669
2670
2671
2672
2673
2674
2675
2676
2677
2678
2679
2680
2681
2682
2683
2684
2685
2686
2687
2688
2689
2690
2691
2692
2693
2694
2695
2696
2697
2698
2699
2700
2701
2702
2703
2704
2705
2706
2707
2708
2709
2710
2711
2712
2713
2714
2715
2716
2717
2718
2719
2720
2721
2722
2723
2724
2725
2726
2727
2728
2729
2730
2731
2732
2733
2734
2735
2736
2737
2738
2739
2740
2741
2742
2743
2744
2745
2746
2747
2748
2749
2750
2751
2752
2753
2754
2755
2756
2757
2758
2759
2760
2761
2762
2763
2764
2765
2766
2767
2768
2769
2770
2771
2772
2773
2774
2775
2776
2777
2778
2779
2780
2781
2782
2783
2784
2785
2786
2787
2788
2789
2790
2791
2792
2793
2794
2795
2796
2797
2798
2799
2800
2801
2802
2803
2804
2805
2806
2807
2808
2809
2810
2811
2812
2813
2814
2815
2816
2817
2818
2819
2820
2821
2822
2823
2824
2825
2826
2827
2828
2829
2830
2831
2832
2833
2834
2835
2836
2837
2838
2839
2840
2841
2842
2843
2844
2845
2846
2847
2848
2849
2850
2851
2852
2853
2854
2855
2856
2857
2858
2859
2860
2861
2862
2863
2864
2865
2866
2867
2868
2869
2870
2871
2872
2873
2874
2875
2876
2877
2878
2879
2880
2881
2882
2883
2884
2885
2886
2887
2888
2889
2890
2891
2892
2893
2894
2895
2896
2897
2898
2899
2900
2901
2902
2903
2904
2905
2906
2907
2908
2909
2910
2911
2912
2913
2914
2915
2916
2917
2918
2919
2920
2921
2922
2923
2924
2925
2926
2927
2928
2929
2930
2931
2932
2933
2934
2935
2936
2937
2938
2939
2940
2941
2942
2943
2944
2945
2946
2947
2948
2949
2950
2951
2952
2953
2954
2955
2956
2957
2958
2959
2960
2961
2962
2963
2964
2965
2966
2967
2968
2969
2970
2971
2972
2973
2974
2975
2976
2977
2978
2979
2980
2981
2982
2983
2984
2985
2986
2987
2988
2989
2990
2991
2992
2993
2994
2995
2996
2997
2998
2999
3000
3001
3002
3003
3004
3005
3006
3007
3008
3009
3010
3011
3012
3013
3014
3015
3016
3017
3018
3019
3020
3021
3022
3023
3024
3025
3026
3027
3028
3029
3030
3031
3032
3033
3034
3035
3036
3037
3038
3039
3040
3041
3042
3043
3044
3045
3046
3047
3048
3049
3050
3051
3052
3053
3054
3055
3056
3057
3058
3059
3060
3061
3062
3063
3064
3065
3066
3067
3068
3069
3070
3071
3072
3073
3074
3075
3076
3077
3078
3079
3080
3081
3082
3083
3084
3085
3086
3087
3088
3089
3090
3091
3092
3093
3094
3095
3096
3097
3098
3099
3100
3101
3102
3103
3104
3105
3106
3107
3108
3109
3110
3111
3112
3113
3114
3115
3116
3117
3118
3119
3120
3121
3122
3123
3124
3125
3126
3127
3128
3129
3130
3131
3132
3133
3134
3135
3136
3137
3138
3139
3140
3141
3142
3143
3144
3145
3146
3147
3148
3149
3150
3151
3152
3153
3154
3155
3156
3157
3158
3159
3160
3161
3162
3163
3164
3165
3166
3167
3168
3169
3170
3171
3172
3173
3174
3175
3176
3177
3178
3179
3180
3181
3182
3183
3184
3185
3186
3187
3188
3189
3190
3191
3192
3193
3194
3195
3196
3197
3198
3199
3200
3201
3202
3203
3204
3205
3206
3207
3208
3209
3210
3211
3212
3213
3214
3215
3216
3217
3218
3219
3220
3221
3222
3223
3224
3225
3226
3227
3228
3229
3230
3231
3232
3233
3234
3235
3236
3237
3238
3239
3240
3241
3242
3243
3244
3245
3246
3247
3248
3249
3250
3251
3252
3253
3254
3255
3256
3257
3258
3259
3260
3261
3262
3263
3264
3265
3266
3267
3268
3269
3270
3271
3272
3273
3274
3275
3276
3277
3278
3279
3280
3281
3282
3283
3284
3285
3286
3287
3288
3289
3290
3291
3292
3293
3294
3295
3296
3297
3298
3299
3300
3301
3302
3303
3304
3305
3306
3307
3308
3309
3310
3311
3312
3313
3314
3315
3316
3317
3318
3319
3320
3321
3322
3323
3324
3325
3326
3327
3328
3329
3330
3331
3332
3333
3334
3335
3336
3337
3338
3339
3340
3341
3342
3343
3344
3345
3346
3347
3348
3349
3350
3351
3352
3353
3354
3355
3356
3357
3358
3359
3360
3361
3362
3363
3364
3365
3366
3367
3368
3369
3370
3371
3372
3373
3374
3375
3376
3377
3378
3379
3380
3381
3382
3383
3384
3385
3386
3387
3388
3389
3390
3391
3392
3393
3394
3395
3396
3397
3398
3399
3400
3401
3402
3403
3404
3405
3406
3407
3408
3409
3410
3411
3412
3413
3414
3415
3416
3417
3418
3419
3420
3421
3422
3423
3424
3425
3426
3427
3428
3429
3430
3431
3432
3433
3434
3435
3436
3437
3438
3439
3440
3441
3442
3443
3444
3445
3446
3447
3448
3449
3450
3451
3452
3453
3454
3455
3456
3457
3458
3459
3460
3461
3462
3463
3464
3465
3466
3467
3468
3469
3470
3471
3472
3473
3474
3475
3476
3477
3478
3479
3480
3481
3482
3483
3484
3485
3486
3487
3488
3489
3490
3491
3492
3493
3494
3495
3496
3497
3498
3499
3500
3501
3502
3503
3504
3505
3506
3507
3508
3509
3510
3511
3512
3513
3514
3515
3516
3517
3518
3519
3520
3521
3522
3523
3524
3525
3526
3527
3528
3529
3530
3531
3532
3533
3534
3535
3536
3537
3538
3539
3540
3541
3542
3543
3544
3545
3546
3547
3548
3549
3550
3551
3552
3553
3554
3555
3556
3557
3558
3559
3560
3561
3562
3563
3564
3565
3566
3567
3568
3569
3570
3571
3572
3573
3574
3575
3576
3577
3578
3579
3580
3581
3582
3583
3584
3585
3586
3587
3588
3589
3590
3591
3592
3593
3594
3595
3596
3597
3598
3599
3600
3601
3602
3603
3604
3605
3606
3607
3608
3609
3610
3611
3612
3613
3614
3615
3616
3617
3618
3619
3620
3621
3622
3623
3624
3625
3626
3627
3628
3629
3630
3631
3632
3633
3634
3635
3636
3637
3638
3639
3640
3641
3642
3643
3644
3645
3646
3647
3648
3649
3650
3651
3652
3653
3654
3655
3656
3657
3658
3659
3660
3661
3662
3663
3664
3665
3666
3667
3668
3669
3670
3671
3672
3673
3674
3675
3676
3677
3678
3679
3680
3681
3682
3683
3684
3685
3686
3687
3688
3689
3690
3691
3692
3693
3694
3695
3696
3697
3698
3699
3700
3701
3702
3703
3704
3705
3706
3707
3708
3709
3710
3711
3712
3713
3714
3715
3716
3717
3718
3719
3720
3721
3722
3723
3724
3725
3726
3727
3728
3729
3730
3731
3732
3733
3734
3735
3736
3737
3738
3739
3740
3741
3742
3743
3744
3745
3746
3747
3748
3749
3750
3751
3752
3753
3754
3755
3756
3757
3758
3759
3760
3761
3762
3763
3764
3765
3766
3767
3768
3769
3770
3771
3772
3773
3774
3775
3776
3777
3778
3779
3780
3781
3782
3783
3784
3785
3786
3787
3788
3789
3790
3791
3792
3793
3794
3795
3796
3797
3798
3799
3800
3801
3802
3803
3804
3805
3806
3807
3808
3809
3810
3811
3812
3813
3814
3815
3816
3817
3818
3819
3820
3821
3822
3823
3824
3825
3826
3827
3828
3829
3830
3831
3832
3833
3834
3835
3836
3837
3838
3839
3840
3841
3842
3843
3844
3845
3846
3847
3848
3849
3850
3851
3852
3853
3854
3855
3856
3857
3858
3859
3860
3861
3862
3863
3864
3865
3866
3867
3868
3869
3870
3871
3872
3873
3874
3875
3876
3877
3878
3879
3880
3881
3882
3883
3884
3885
3886
3887
3888
3889
3890
3891
3892
3893
3894
3895
3896
3897
3898
3899
3900
3901
3902
3903
3904
3905
3906
3907
3908
3909
3910
3911
3912
3913
3914
3915
3916
3917
3918
3919
3920
3921
3922
3923
3924
3925
3926
3927
3928
3929
3930
3931
3932
3933
3934
3935
3936
3937
3938
3939
3940
3941
3942
3943
3944
3945
3946
3947
3948
3949
3950
3951
3952
3953
3954
3955
3956
3957
3958
3959
3960
3961
3962
3963
3964
3965
3966
3967
3968
3969
3970
3971
3972
3973
3974
3975
3976
3977
3978
3979
3980
3981
3982
3983
3984
3985
3986
3987
3988
3989
3990
3991
3992
3993
3994
3995
3996
3997
3998
3999
4000
4001
4002
4003
4004
4005
4006
4007
4008
4009
4010
4011
4012
4013
4014
4015
4016
4017
4018
4019
4020
4021
4022
4023
4024
4025
4026
4027
4028
4029
4030
4031
4032
4033
4034
4035
4036
4037
4038
4039
4040
4041
4042
4043
4044
4045
4046
4047
4048
4049
4050
4051
4052
4053
4054
4055
4056
4057
4058
4059
4060
4061
4062
4063
4064
4065
4066
4067
4068
4069
4070
4071
4072
4073
4074
4075
4076
4077
4078
4079
4080
4081
4082
4083
4084
4085
4086
4087
4088
4089
4090
4091
4092
4093
4094
4095
4096
4097
4098
4099
4100
4101
4102
4103
4104
4105
4106
4107
4108
4109
4110
4111
4112
4113
4114
4115
4116
4117
4118
4119
4120
4121
4122
4123
4124
4125
4126
4127
4128
4129
4130
4131
4132
4133
4134
4135
4136
4137
4138
4139
4140
4141
4142
4143
4144
4145
4146
4147
4148
4149
4150
4151
4152
4153
4154
4155
4156
4157
4158
4159
4160
4161
4162
4163
4164
4165
4166
4167
4168
4169
4170
4171
4172
4173
4174
4175
4176
4177
4178
4179
4180
4181
4182
4183
4184
4185
4186
4187
4188
4189
4190
4191
4192
4193
4194
4195
4196
4197
4198
4199
4200
4201
4202
4203
4204
4205
4206
4207
4208
4209
4210
4211
4212
4213
4214
4215
4216
4217
4218
4219
4220
4221
4222
4223
4224
4225
4226
4227
4228
4229
4230
4231
4232
4233
4234
4235
4236
4237
4238
4239
4240
4241
4242
4243
4244
4245
4246
4247
4248
4249
4250
4251
4252
4253
4254
4255
4256
4257
4258
4259
4260
4261
4262
4263
4264
4265
4266
4267
4268
4269
4270
4271
4272
4273
4274
4275
4276
4277
4278
4279
4280
4281
4282
4283
4284
4285
4286
4287
4288
4289
4290
4291
4292
4293
4294
4295
4296
4297
4298
4299
4300
4301
4302
4303
4304
4305
4306
4307
4308
4309
4310
4311
4312
4313
4314
4315
4316
4317
4318
4319
4320
4321
4322
4323
4324
4325
4326
4327
4328
4329
4330
4331
4332
4333
4334
4335
4336
4337
4338
4339
4340
4341
4342
4343
4344
4345
4346
4347
4348
4349
4350
4351
4352
4353
4354
4355
4356
4357
4358
4359
4360
4361
4362
4363
4364
4365
4366
4367
4368
4369
4370
4371
4372
4373
4374
4375
4376
4377
4378
4379
4380
4381
4382
4383
4384
4385
4386
4387
4388
4389
4390
4391
4392
4393
4394
4395
4396
4397
4398
4399
4400
4401
4402
4403
4404
4405
4406
4407
4408
4409
4410
4411
4412
4413
4414
4415
4416
4417
4418
4419
4420
4421
4422
4423
4424
4425
4426
4427
4428
4429
4430
4431
4432
4433
4434
4435
4436
4437
4438
4439
4440
4441
4442
4443
4444
4445
4446
4447
4448
4449
4450
4451
4452
4453
4454
4455
4456
4457
4458
4459
4460
4461
4462
4463
4464
4465
4466
4467
4468
4469
4470
4471
4472
4473
4474
4475
4476
4477
4478
4479
4480
4481
4482
4483
4484
4485
4486
4487
4488
4489
4490
4491
4492
4493
4494
4495
4496
4497
4498
4499
4500
4501
4502
4503
4504
4505
4506
4507
4508
4509
4510
4511
4512
4513
4514
4515
4516
4517
4518
4519
4520
4521
4522
4523
4524
4525
4526
4527
4528
4529
4530
4531
4532
4533
4534
4535
4536
4537
4538
4539
4540
4541
4542
4543
4544
4545
4546
4547
4548
4549
4550
4551
4552
4553
4554
4555
4556
4557
4558
4559
4560
4561
4562
4563
4564
4565
4566
4567
4568
4569
4570
4571
4572
4573
4574
4575
4576
4577
4578
4579
4580
4581
4582
4583
4584
4585
4586
4587
4588
4589
4590
4591
4592
4593
4594
4595
4596
4597
4598
4599
4600
4601
4602
4603
4604
4605
4606
4607
4608
4609
4610
4611
4612
4613
4614
4615
4616
4617
4618
4619
4620
4621
4622
4623
4624
4625
4626
4627
4628
4629
4630
4631
4632
4633
4634
4635
4636
4637
4638
4639
4640
4641
4642
4643
4644
4645
4646
4647
4648
4649
4650
4651
4652
4653
4654
4655
4656
4657
4658
4659
4660
4661
4662
4663
4664
4665
4666
4667
4668
4669
4670
4671
4672
4673
4674
4675
4676
4677
4678
4679
4680
4681
4682
4683
4684
4685
4686
4687
4688
4689
4690
4691
4692
4693
4694
4695
4696
4697
4698
4699
4700
4701
4702
4703
4704
4705
4706
4707
4708
4709
4710
4711
4712
4713
4714
4715
4716
4717
4718
4719
4720
4721
4722
4723
4724
4725
4726
4727
4728
4729
4730
4731
4732
4733
4734
4735
4736
4737
4738
4739
4740
4741
4742
4743
4744
4745
4746
4747
4748
4749
4750
4751
4752
4753
4754
4755
4756
4757
4758
4759
4760
4761
4762
4763
4764
4765
4766
4767
4768
4769
4770
4771
4772
4773
4774
4775
4776
4777
4778
4779
4780
4781
4782
4783
4784
4785
4786
4787
4788
4789
4790
4791
4792
4793
4794
4795
4796
4797
4798
4799
4800
4801
4802
4803
4804
4805
4806
4807
4808
4809
4810
4811
4812
4813
4814
4815
4816
4817
4818
4819
4820
4821
4822
4823
4824
4825
4826
4827
4828
4829
4830
4831
4832
4833
4834
4835
4836
4837
4838
4839
4840
4841
4842
4843
4844
4845
4846
4847
4848
4849
4850
4851
4852
4853
4854
4855
4856
4857
4858
4859
4860
4861
4862
4863
4864
4865
4866
4867
4868
4869
4870
4871
4872
4873
4874
4875
4876
4877
4878
4879
4880
4881
4882
4883
4884
4885
4886
4887
4888
4889
4890
4891
4892
4893
4894
4895
4896
4897
4898
4899
4900
4901
4902
4903
4904
4905
4906
4907
4908
4909
4910
4911
4912
4913
4914
4915
4916
4917
4918
4919
4920
4921
4922
4923
4924
4925
4926
4927
4928
4929
4930
4931
4932
4933
4934
4935
4936
4937
4938
4939
4940
4941
4942
4943
4944
4945
4946
4947
4948
4949
4950
4951
4952
4953
4954
4955
4956
4957
4958
4959
4960
4961
4962
4963
4964
4965
4966
4967
4968
4969
4970
4971
4972
4973
4974
4975
4976
4977
4978
4979
4980
4981
4982
4983
4984
4985
4986
4987
4988
4989
4990
4991
4992
4993
4994
4995
4996
4997
4998
4999
5000
5001
5002
5003
5004
5005
5006
5007
5008
5009
5010
5011
5012
5013
5014
5015
5016
5017
5018
5019
5020
5021
5022
5023
5024
5025
5026
5027
5028
5029
5030
5031
5032
5033
5034
5035
5036
5037
5038
5039
5040
5041
5042
5043
5044
5045
5046
5047
5048
5049
5050
5051
5052
5053
5054
5055
5056
5057
5058
5059
5060
5061
5062
5063
5064
5065
5066
5067
5068
5069
5070
5071
5072
5073
5074
5075
5076
5077
5078
5079
5080
5081
5082
5083
5084
5085
5086
5087
5088
5089
5090
5091
5092
5093
5094
5095
5096
5097
5098
5099
5100
5101
5102
5103
5104
5105
5106
5107
5108
5109
5110
5111
5112
5113
5114
5115
5116
5117
5118
5119
5120
5121
5122
5123
5124
5125
5126
5127
5128
5129
5130
5131
5132
5133
5134
5135
5136
5137
5138
5139
5140
5141
5142
5143
5144
5145
5146
5147
5148
5149
5150
5151
5152
5153
5154
5155
5156
5157
5158
5159
5160
5161
5162
5163
5164
5165
5166
5167
5168
5169
5170
5171
5172
5173
5174
5175
5176
5177
5178
5179
5180
5181
5182
5183
5184
5185
5186
5187
5188
5189
5190
5191
5192
5193
5194
5195
5196
5197
5198
5199
5200
5201
5202
5203
5204
5205
5206
5207
5208
5209
5210
5211
5212
5213
5214
5215
5216
5217
5218
5219
5220
5221
5222
5223
5224
5225
5226
5227
5228
5229
5230
5231
5232
5233
5234
5235
5236
5237
5238
5239
5240
5241
5242
5243
5244
5245
5246
5247
5248
5249
5250
5251
5252
5253
5254
5255
5256
5257
5258
5259
5260
5261
5262
5263
5264
5265
5266
5267
5268
5269
5270
5271
5272
5273
5274
5275
5276
5277
5278
5279
5280
5281
5282
5283
5284
5285
5286
5287
5288
5289
5290
5291
5292
5293
5294
5295
5296
5297
5298
5299
5300
5301
5302
5303
5304
5305
5306
5307
5308
5309
5310
5311
5312
5313
5314
5315
5316
5317
5318
5319
5320
5321
5322
5323
5324
5325
5326
5327
5328
5329
5330
5331
5332
5333
5334
5335
5336
5337
5338
5339
5340
5341
5342
5343
5344
5345
5346
5347
5348
5349
5350
5351
5352
5353
5354
5355
5356
5357
5358
5359
5360
5361
5362
5363
5364
5365
5366
5367
5368
5369
5370
5371
5372
5373
5374
5375
5376
5377
5378
5379
5380
5381
5382
5383
5384
5385
5386
5387
5388
5389
5390
5391
5392
5393
5394
5395
5396
5397
5398
5399
5400
5401
5402
5403
5404
5405
5406
5407
5408
5409
5410
5411
5412
5413
5414
5415
5416
5417
5418
5419
5420
5421
5422
5423
5424
5425
5426
5427
5428
5429
5430
5431
5432
5433
5434
5435
5436
5437
5438
5439
5440
5441
5442
5443
5444
5445
5446
5447
5448
5449
5450
5451
5452
5453
5454
5455
5456
5457
5458
5459
5460
5461
5462
5463
5464
5465
5466
5467
5468
5469
5470
5471
5472
5473
5474
5475
5476
5477
5478
5479
5480
5481
5482
5483
5484
5485
5486
5487
5488
5489
5490
5491
5492
5493
5494
5495
5496
5497
5498
5499
5500
5501
5502
5503
5504
5505
5506
5507
5508
5509
5510
5511
5512
5513
5514
5515
5516
5517
5518
5519
5520
5521
5522
5523
5524
5525
5526
5527
5528
5529
5530
5531
5532
5533
5534
5535
5536
5537
5538
5539
5540
5541
5542
5543
5544
5545
5546
5547
5548
5549
5550
5551
5552
5553
5554
5555
5556
5557
5558
5559
5560
5561
5562
5563
5564
5565
5566
5567
5568
5569
5570
5571
5572
5573
5574
5575
5576
5577
5578
5579
5580
5581
5582
5583
5584
5585
5586
5587
5588
5589
5590
5591
5592
5593
5594
5595
5596
5597
5598
5599
5600
5601
5602
5603
5604
5605
5606
5607
5608
5609
5610
5611
5612
5613
5614
5615
5616
5617
5618
5619
5620
5621
5622
5623
5624
5625
5626
5627
5628
5629
5630
5631
5632
5633
5634
5635
5636
5637
5638
5639
5640
5641
5642
5643
5644
5645
5646
5647
5648
5649
5650
5651
5652
5653
5654
5655
5656
5657
5658
5659
5660
5661
5662
5663
5664
5665
5666
5667
5668
5669
5670
5671
5672
5673
5674
5675
5676
5677
5678
5679
5680
5681
5682
5683
5684
5685
5686
5687
5688
5689
5690
5691
5692
5693
5694
5695
5696
5697
5698
5699
5700
5701
5702
5703
5704
5705
5706
5707
5708
5709
5710
5711
5712
5713
5714
5715
5716
5717
5718
5719
5720
5721
5722
5723
5724
5725
5726
5727
5728
5729
5730
5731
5732
5733
5734
5735
5736
5737
5738
5739
5740
5741
5742
5743
5744
5745
5746
5747
5748
5749
5750
5751
5752
5753
5754
5755
5756
5757
5758
5759
5760
5761
5762
5763
5764
5765
5766
5767
5768
5769
5770
5771
5772
5773
5774
5775
5776
5777
5778
5779
5780
5781
5782
5783
5784
5785
5786
5787
5788
5789
5790
5791
5792
5793
5794
5795
5796
5797
5798
5799
5800
5801
5802
5803
5804
5805
5806
5807
5808
5809
5810
5811
5812
5813
5814
5815
5816
5817
5818
5819
5820
5821
5822
5823
5824
5825
5826
5827
5828
5829
5830
5831
5832
5833
5834
5835
5836
5837
5838
5839
5840
5841
5842
5843
5844
5845
5846
5847
5848
5849
5850
5851
5852
5853
5854
5855
5856
5857
5858
5859
5860
5861
5862
5863
5864
5865
5866
5867
5868
5869
5870
5871
5872
5873
5874
5875
5876
5877
5878
5879
5880
5881
5882
5883
5884
5885
5886
5887
5888
5889
5890
5891
5892
5893
5894
5895
5896
5897
5898
5899
5900
5901
5902
5903
5904
5905
5906
5907
5908
5909
5910
5911
5912
5913
5914
5915
5916
5917
5918
5919
5920
5921
5922
5923
5924
5925
5926
5927
5928
5929
5930
5931
5932
5933
5934
5935
5936
5937
5938
5939
5940
5941
5942
5943
5944
5945
5946
5947
5948
5949
5950
5951
5952
5953
5954
5955
5956
5957
5958
5959
5960
5961
5962
5963
5964
5965
5966
5967
5968
5969
5970
5971
5972
5973
5974
5975
5976
5977
5978
5979
5980
5981
5982
5983
5984
5985
5986
5987
5988
5989
5990
5991
5992
5993
5994
5995
5996
5997
5998
5999
6000
6001
6002
6003
6004
6005
6006
6007
6008
6009
6010
6011
6012
6013
6014
6015
6016
6017
6018
6019
6020
6021
6022
6023
6024
6025
6026
6027
6028
6029
6030
6031
6032
6033
6034
6035
6036
6037
6038
6039
6040
6041
6042
6043
6044
6045
6046
6047
6048
6049
6050
6051
6052
6053
6054
6055
6056
6057
6058
6059
6060
6061
6062
6063
6064
6065
6066
6067
6068
6069
6070
6071
6072
6073
6074
6075
6076
6077
6078
6079
6080
6081
6082
6083
6084
6085
6086
6087
6088
6089
6090
6091
6092
6093
6094
6095
6096
6097
6098
6099
6100
6101
6102
6103
6104
6105
6106
6107
6108
6109
6110
6111
6112
6113
6114
6115
6116
6117
6118
6119
6120
6121
6122
6123
6124
6125
6126
6127
6128
6129
6130
6131
6132
6133
6134
6135
6136
6137
6138
6139
6140
6141
6142
6143
6144
6145
6146
6147
6148
6149
6150
6151
6152
6153
6154
6155
6156
6157
6158
6159
6160
6161
6162
6163
6164
6165
6166
6167
6168
6169
6170
6171
6172
6173
6174
6175
6176
6177
6178
6179
6180
6181
6182
6183
6184
6185
6186
6187
6188
6189
6190
6191
6192
6193
6194
6195
6196
6197
6198
6199
6200
6201
6202
6203
6204
6205
6206
6207
6208
6209
6210
6211
6212
6213
6214
6215
6216
6217
6218
6219
6220
6221
6222
6223
6224
6225
6226
6227
6228
6229
6230
6231
6232
6233
6234
6235
6236
6237
6238
6239
6240
6241
6242
6243
6244
6245
6246
6247
6248
6249
6250
6251
6252
6253
6254
6255
6256
6257
6258
6259
6260
6261
6262
6263
6264
6265
6266
6267
6268
6269
6270
6271
6272
6273
6274
6275
6276
6277
6278
6279
6280
6281
6282
6283
6284
6285
6286
6287
6288
6289
6290
6291
6292
6293
6294
6295
6296
6297
6298
6299
6300
6301
6302
6303
6304
6305
6306
6307
6308
6309
6310
6311
6312
6313
6314
6315
6316
6317
6318
6319
6320
6321
6322
6323
6324
6325
6326
6327
6328
6329
6330
6331
6332
6333
6334
6335
6336
6337
6338
6339
6340
6341
6342
6343
6344
6345
6346
6347
6348
6349
6350
6351
6352
6353
6354
6355
6356
6357
6358
6359
6360
6361
6362
6363
6364
6365
6366
6367
6368
6369
6370
6371
6372
6373
6374
6375
6376
6377
6378
6379
6380
6381
6382
6383
6384
6385
6386
6387
6388
6389
6390
6391
6392
6393
6394
6395
6396
6397
6398
6399
6400
6401
6402
6403
6404
6405
6406
6407
6408
6409
6410
6411
6412
6413
6414
6415
6416
6417
6418
6419
6420
6421
6422
6423
6424
6425
6426
6427
6428
6429
6430
6431
6432
6433
6434
6435
6436
6437
6438
6439
6440
6441
6442
6443
6444
6445
6446
6447
6448
6449
6450
6451
6452
6453
6454
6455
6456
6457
6458
6459
6460
6461
6462
6463
6464
6465
6466
6467
6468
6469
6470
6471
6472
6473
6474
6475
6476
6477
6478
6479
6480
6481
6482
6483
6484
6485
6486
6487
6488
6489
6490
6491
6492
6493
6494
6495
6496
6497
6498
6499
6500
6501
6502
6503
6504
6505
6506
6507
6508
6509
6510
6511
6512
6513
6514
6515
6516
6517
6518
6519
6520
6521
6522
6523
6524
6525
6526
6527
6528
6529
6530
6531
6532
6533
6534
6535
6536
6537
6538
6539
6540
6541
6542
6543
6544
6545
6546
6547
6548
6549
6550
6551
6552
6553
6554
6555
6556
6557
6558
6559
6560
6561
6562
6563
6564
6565
6566
6567
6568
6569
6570
6571
6572
6573
6574
6575
6576
6577
6578
6579
6580
6581
6582
6583
6584
6585
6586
6587
6588
6589
6590
6591
6592
6593
6594
6595
6596
6597
6598
6599
6600
6601
6602
6603
6604
6605
6606
6607
6608
6609
6610
6611
6612
6613
6614
6615
6616
6617
6618
6619
6620
6621
6622
6623
6624
6625
6626
6627
6628
6629
6630
6631
6632
6633
6634
6635
6636
6637
6638
6639
6640
6641
6642
6643
6644
6645
6646
6647
6648
6649
6650
6651
6652
6653
6654
6655
6656
6657
6658
6659
6660
6661
6662
6663
6664
6665
6666
6667
6668
6669
6670
6671
6672
6673
6674
6675
6676
6677
6678
6679
6680
6681
6682
6683
6684
6685
6686
6687
6688
6689
6690
6691
6692
6693
6694
6695
6696
6697
6698
6699
6700
6701
6702
6703
6704
6705
6706
6707
6708
6709
6710
6711
6712
6713
6714
6715
6716
6717
6718
6719
6720
6721
6722
6723
6724
6725
6726
6727
6728
6729
6730
6731
6732
6733
6734
6735
6736
6737
6738
6739
6740
6741
6742
6743
6744
6745
6746
6747
6748
6749
6750
6751
6752
6753
6754
6755
6756
6757
6758
6759
6760
6761
6762
6763
6764
6765
6766
6767
6768
6769
6770
6771
6772
6773
6774
6775
6776
6777
6778
6779
6780
6781
6782
6783
6784
6785
6786
6787
6788
6789
6790
6791
6792
6793
6794
6795
6796
6797
6798
6799
6800
6801
6802
6803
6804
6805
6806
6807
6808
6809
6810
6811
6812
6813
6814
6815
6816
6817
6818
6819
6820
6821
6822
6823
6824
6825
6826
6827
6828
6829
6830
6831
6832
6833
6834
6835
6836
6837
6838
6839
6840
6841
6842
6843
6844
6845
6846
6847
6848
6849
6850
6851
6852
6853
6854
6855
6856
6857
6858
6859
6860
6861
6862
6863
6864
6865
6866
6867
6868
6869
6870
6871
6872
6873
6874
6875
6876
6877
6878
6879
6880
6881
6882
6883
6884
6885
6886
6887
6888
6889
6890
6891
6892
6893
6894
6895
6896
6897
6898
6899
6900
6901
6902
6903
6904
6905
6906
6907
6908
6909
6910
6911
6912
6913
6914
6915
6916
6917
6918
6919
6920
6921
6922
6923
6924
6925
6926
6927
6928
6929
6930
6931
6932
6933
6934
6935
6936
6937
6938
6939
6940
6941
6942
6943
6944
6945
6946
6947
6948
6949
6950
6951
6952
6953
6954
6955
6956
6957
6958
6959
6960
6961
6962
6963
6964
6965
6966
6967
6968
6969
6970
6971
6972
6973
6974
6975
6976
6977
6978
6979
6980
6981
6982
6983
6984
6985
6986
6987
6988
6989
6990
6991
6992
6993
6994
6995
6996
6997
6998
6999
7000
7001
7002
7003
7004
7005
7006
7007
7008
7009
7010
7011
7012
7013
7014
7015
7016
7017
7018
7019
7020
7021
7022
7023
7024
7025
7026
7027
7028
7029
7030
7031
7032
7033
7034
7035
7036
7037
7038
7039
7040
7041
7042
7043
7044
7045
7046
7047
7048
7049
7050
7051
7052
7053
7054
7055
7056
7057
7058
7059
7060
7061
7062
7063
7064
7065
7066
7067
7068
7069
7070
7071
7072
7073
7074
7075
7076
7077
7078
7079
7080
7081
7082
7083
7084
7085
7086
7087
7088
7089
7090
7091
7092
7093
7094
7095
7096
7097
7098
7099
7100
7101
7102
7103
7104
7105
7106
7107
7108
7109
7110
7111
7112
7113
7114
7115
7116
7117
7118
7119
7120
7121
7122
7123
7124
7125
7126
7127
7128
7129
7130
7131
7132
7133
7134
7135
7136
7137
7138
7139
7140
7141
7142
7143
7144
7145
7146
7147
7148
7149
7150
7151
7152
7153
7154
7155
7156
7157
7158
7159
7160
7161
7162
7163
7164
7165
7166
7167
7168
7169
7170
7171
7172
7173
7174
7175
7176
7177
7178
7179
7180
7181
7182
7183
7184
7185
7186
7187
7188
7189
7190
7191
7192
7193
7194
7195
7196
7197
7198
7199
7200
7201
7202
7203
7204
7205
7206
7207
7208
7209
7210
7211
7212
7213
7214
7215
7216
7217
7218
7219
7220
7221
7222
7223
7224
7225
7226
7227
7228
7229
7230
7231
7232
7233
7234
7235
7236
7237
7238
7239
7240
7241
7242
7243
7244
7245
7246
7247
7248
7249
7250
7251
7252
7253
7254
7255
7256
7257
7258
7259
7260
7261
7262
7263
7264
7265
7266
7267
7268
7269
7270
7271
7272
7273
7274
7275
7276
7277
7278
7279
7280
7281
7282
7283
7284
7285
7286
7287
7288
7289
7290
7291
7292
7293
7294
7295
7296
7297
7298
7299
7300
7301
7302
7303
7304
7305
7306
7307
7308
7309
7310
7311
7312
7313
7314
7315
7316
7317
7318
7319
7320
7321
7322
7323
7324
7325
7326
7327
7328
7329
7330
7331
7332
7333
7334
7335
7336
7337
7338
7339
7340
7341
7342
7343
7344
7345
7346
7347
7348
7349
7350
7351
7352
7353
7354
7355
7356
7357
7358
7359
7360
7361
7362
7363
7364
7365
7366
7367
7368
7369
7370
7371
7372
7373
7374
7375
7376
7377
7378
7379
7380
7381
7382
7383
7384
7385
7386
7387
7388
7389
7390
7391
7392
7393
7394
7395
7396
7397
7398
7399
7400
7401
7402
7403
7404
7405
7406
7407
7408
7409
7410
7411
7412
7413
7414
7415
7416
7417
7418
7419
7420
7421
7422
7423
7424
7425
7426
7427
7428
7429
7430
7431
7432
7433
7434
7435
7436
7437
7438
7439
7440
7441
7442
7443
7444
7445
7446
7447
7448
7449
7450
7451
7452
7453
7454
7455
7456
7457
7458
7459
7460
7461
7462
7463
7464
7465
7466
7467
7468
7469
7470
7471
7472
7473
7474
7475
7476
7477
7478
7479
7480
7481
7482
7483
7484
7485
7486
7487
7488
7489
7490
7491
7492
7493
7494
7495
7496
7497
7498
7499
7500
7501
7502
7503
7504
7505
7506
7507
7508
7509
7510
7511
7512
7513
7514
7515
7516
7517
7518
7519
7520
7521
7522
7523
7524
7525
7526
7527
7528
7529
7530
7531
7532
7533
7534
7535
7536
7537
7538
7539
7540
7541
7542
7543
7544
7545
7546
7547
7548
7549
7550
7551
7552
7553
7554
7555
7556
7557
7558
7559
7560
7561
7562
7563
7564
7565
7566
7567
7568
7569
7570
7571
7572
7573
7574
7575
7576
7577
7578
7579
7580
7581
7582
7583
7584
7585
7586
7587
7588
7589
7590
7591
7592
7593
7594
7595
7596
7597
7598
7599
7600
7601
7602
7603
7604
7605
7606
7607
7608
7609
7610
7611
7612
7613
7614
7615
7616
7617
7618
7619
7620
7621
7622
7623
7624
7625
7626
7627
7628
7629
7630
7631
7632
7633
7634
7635
7636
7637
7638
7639
7640
7641
7642
7643
7644
7645
7646
7647
7648
7649
7650
7651
7652
7653
7654
7655
7656
7657
7658
7659
7660
7661
7662
7663
7664
7665
7666
7667
7668
7669
7670
7671
7672
7673
7674
7675
7676
7677
7678
7679
7680
7681
7682
7683
7684
7685
7686
7687
7688
7689
7690
7691
7692
7693
7694
7695
7696
7697
7698
7699
7700
7701
7702
7703
7704
7705
7706
7707
7708
7709
7710
7711
7712
7713
7714
7715
7716
7717
7718
7719
7720
7721
7722
7723
7724
7725
7726
7727
7728
7729
7730
7731
7732
7733
7734
7735
7736
7737
7738
7739
7740
7741
7742
7743
7744
7745
7746
7747
7748
7749
7750
7751
7752
7753
7754
7755
7756
7757
7758
7759
7760
7761
7762
7763
7764
7765
7766
7767
7768
7769
7770
7771
7772
7773
7774
7775
7776
7777
7778
7779
7780
7781
7782
7783
7784
7785
7786
7787
7788
7789
7790
7791
7792
7793
7794
7795
7796
7797
7798
7799
7800
7801
7802
7803
7804
7805
7806
7807
7808
7809
7810
7811
7812
7813
7814
7815
7816
7817
7818
7819
7820
7821
7822
7823
7824
7825
7826
7827
7828
7829
7830
7831
7832
7833
7834
7835
7836
7837
7838
7839
7840
7841
7842
7843
7844
7845
7846
7847
7848
7849
7850
7851
7852
7853
7854
7855
7856
7857
7858
7859
7860
7861
7862
7863
7864
7865
7866
7867
7868
7869
7870
7871
7872
7873
7874
7875
7876
7877
7878
7879
7880
7881
7882
7883
7884
7885
7886
7887
7888
7889
7890
7891
7892
7893
7894
7895
7896
7897
7898
7899
7900
7901
7902
7903
7904
7905
7906
7907
7908
7909
7910
7911
7912
7913
7914
7915
7916
7917
7918
7919
7920
7921
7922
7923
7924
7925
7926
7927
7928
7929
7930
7931
7932
7933
7934
7935
7936
7937
7938
7939
7940
7941
7942
7943
7944
7945
7946
7947
7948
7949
7950
7951
7952
7953
7954
7955
7956
7957
7958
7959
7960
7961
7962
7963
7964
7965
7966
7967
7968
7969
7970
7971
7972
7973
7974
7975
7976
7977
7978
7979
7980
7981
7982
7983
7984
7985
7986
7987
7988
7989
7990
7991
7992
7993
7994
7995
7996
7997
7998
7999
8000
8001
8002
8003
8004
8005
8006
8007
8008
8009
8010
8011
8012
8013
8014
8015
8016
8017
8018
8019
8020
8021
8022
8023
8024
8025
8026
8027
8028
8029
8030
8031
8032
8033
8034
8035
8036
8037
8038
8039
8040
8041
8042
8043
8044
8045
8046
8047
8048
8049
8050
8051
8052
8053
8054
8055
8056
8057
8058
8059
8060
8061
8062
8063
8064
8065
8066
8067
8068
8069
8070
8071
8072
8073
8074
8075
8076
8077
8078
8079
8080
8081
8082
8083
8084
8085
8086
8087
8088
8089
8090
8091
8092
8093
8094
8095
8096
8097
8098
8099
8100
8101
8102
8103
8104
8105
8106
8107
8108
8109
8110
8111
8112
8113
8114
8115
8116
8117
8118
8119
8120
8121
8122
8123
8124
8125
8126
8127
8128
8129
8130
8131
8132
8133
8134
8135
8136
8137
8138
8139
8140
8141
8142
8143
8144
8145
8146
8147
8148
8149
8150
8151
8152
8153
8154
8155
8156
8157
8158
8159
8160
8161
8162
8163
8164
8165
8166
8167
8168
8169
8170
8171
8172
8173
8174
8175
8176
8177
8178
8179
8180
8181
8182
8183
8184
8185
8186
8187
8188
8189
8190
8191
8192
8193
8194
8195
8196
8197
8198
8199
8200
8201
8202
8203
8204
8205
8206
8207
8208
8209
8210
8211
8212
8213
8214
8215
8216
8217
8218
8219
8220
8221
8222
8223
8224
8225
8226
8227
8228
8229
8230
8231
8232
8233
8234
8235
8236
8237
8238
8239
8240
8241
8242
8243
8244
8245
8246
8247
8248
8249
8250
8251
8252
8253
8254
8255
8256
8257
8258
8259
8260
8261
8262
8263
8264
8265
8266
8267
8268
8269
8270
8271
8272
8273
8274
8275
8276
8277
8278
8279
8280
8281
8282
8283
8284
8285
8286
8287
8288
8289
8290
8291
8292
8293
8294
8295
8296
8297
8298
8299
8300
8301
8302
8303
8304
8305
8306
8307
8308
8309
8310
8311
8312
8313
8314
8315
8316
8317
8318
8319
8320
8321
8322
8323
8324
8325
8326
8327
8328
8329
8330
8331
8332
8333
8334
8335
8336
8337
8338
8339
8340
8341
8342
8343
8344
8345
8346
8347
8348
8349
8350
8351
8352
8353
8354
8355
8356
8357
8358
8359
8360
8361
8362
8363
8364
8365
8366
8367
8368
8369
8370
8371
8372
8373
8374
8375
8376
8377
8378
8379
8380
8381
8382
8383
8384
8385
8386
8387
8388
8389
8390
8391
8392
8393
8394
8395
8396
8397
8398
8399
8400
8401
8402
8403
8404
8405
8406
8407
8408
8409
8410
8411
8412
8413
8414
8415
8416
8417
8418
8419
8420
8421
8422
8423
8424
8425
8426
8427
8428
8429
8430
8431
8432
8433
8434
8435
8436
8437
8438
8439
8440
8441
8442
8443
8444
8445
8446
8447
8448
8449
8450
8451
8452
8453
8454
8455
8456
8457
8458
8459
8460
8461
8462
8463
8464
8465
8466
8467
8468
8469
8470
8471
8472
8473
8474
8475
8476
8477
8478
8479
8480
8481
8482
8483
8484
8485
8486
8487
8488
8489
8490
8491
8492
8493
8494
8495
8496
8497
8498
8499
8500
8501
8502
8503
8504
8505
8506
8507
8508
8509
8510
8511
8512
8513
8514
8515
8516
8517
8518
8519
8520
8521
8522
8523
8524
8525
8526
8527
8528
8529
8530
8531
8532
8533
8534
8535
8536
8537
8538
8539
8540
8541
8542
8543
8544
8545
8546
8547
8548
8549
8550
8551
8552
8553
8554
8555
8556
8557
8558
8559
8560
8561
8562
8563
8564
8565
8566
8567
8568
8569
8570
8571
8572
8573
8574
8575
8576
8577
8578
8579
8580
8581
8582
8583
8584
8585
8586
8587
8588
8589
8590
8591
8592
8593
8594
8595
8596
8597
8598
8599
8600
8601
8602
8603
8604
8605
8606
8607
8608
8609
8610
8611
8612
8613
8614
8615
8616
8617
8618
8619
8620
8621
8622
8623
8624
8625
8626
8627
8628
8629
8630
8631
8632
8633
8634
8635
8636
8637
8638
8639
8640
8641
8642
8643
8644
8645
8646
8647
8648
8649
8650
8651
8652
8653
8654
8655
8656
8657
8658
8659
8660
8661
8662
8663
8664
8665
8666
8667
8668
8669
8670
8671
8672
8673
8674
8675
8676
8677
8678
8679
8680
8681
8682
8683
8684
8685
8686
8687
8688
8689
8690
8691
8692
8693
8694
8695
8696
8697
8698
8699
8700
8701
8702
8703
8704
8705
8706
8707
8708
8709
8710
8711
8712
8713
8714
8715
8716
8717
8718
8719
8720
8721
8722
8723
8724
8725
8726
8727
8728
8729
8730
8731
8732
8733
8734
8735
8736
8737
8738
8739
8740
8741
8742
8743
8744
8745
8746
8747
8748
8749
8750
8751
8752
8753
8754
8755
8756
8757
8758
8759
8760
8761
8762
8763
8764
8765
8766
8767
8768
8769
8770
8771
8772
8773
8774
8775
8776
8777
8778
8779
8780
8781
8782
8783
8784
8785
8786
8787
8788
8789
8790
8791
8792
8793
8794
8795
8796
8797
8798
8799
8800
8801
8802
8803
8804
8805
8806
8807
8808
8809
8810
8811
8812
8813
8814
8815
8816
8817
8818
8819
8820
8821
8822
8823
8824
8825
8826
8827
8828
8829
8830
8831
8832
8833
8834
8835
8836
8837
8838
8839
8840
8841
8842
8843
8844
8845
8846
8847
8848
8849
8850
8851
8852
8853
8854
8855
8856
8857
8858
8859
8860
8861
8862
8863
8864
8865
8866
8867
8868
8869
8870
8871
8872
8873
8874
8875
8876
8877
8878
8879
8880
8881
8882
8883
8884
8885
8886
8887
8888
8889
8890
8891
8892
8893
8894
8895
8896
8897
8898
8899
8900
8901
8902
8903
8904
8905
8906
8907
8908
8909
8910
8911
8912
8913
8914
8915
8916
8917
8918
8919
8920
8921
8922
8923
8924
8925
8926
8927
8928
8929
8930
8931
8932
8933
8934
8935
8936
8937
8938
8939
8940
8941
8942
8943
8944
8945
8946
8947
8948
8949
8950
8951
8952
8953
8954
8955
8956
8957
8958
8959
8960
8961
8962
8963
8964
8965
8966
8967
8968
8969
8970
8971
8972
8973
8974
8975
8976
8977
8978
8979
8980
8981
8982
8983
8984
8985
8986
8987
8988
8989
8990
8991
8992
8993
8994
8995
8996
8997
8998
8999
9000
9001
9002
9003
9004
9005
9006
9007
9008
9009
9010
9011
9012
9013
9014
9015
9016
9017
9018
9019
9020
9021
9022
9023
9024
9025
9026
9027
9028
9029
9030
9031
9032
9033
9034
9035
9036
9037
9038
9039
9040
9041
9042
9043
9044
9045
9046
9047
9048
9049
9050
9051
9052
9053
9054
9055
9056
9057
9058
9059
9060
9061
9062
9063
9064
9065
9066
9067
9068
9069
9070
9071
9072
9073
9074
9075
9076
9077
9078
9079
9080
9081
9082
9083
9084
9085
9086
9087
9088
9089
9090
9091
9092
9093
9094
9095
9096
9097
9098
9099
9100
9101
9102
9103
9104
9105
9106
9107
9108
9109
9110
9111
9112
9113
9114
9115
9116
9117
9118
9119
9120
9121
9122
9123
9124
9125
9126
9127
9128
9129
9130
9131
9132
9133
9134
9135
9136
9137
9138
9139
9140
9141
9142
9143
9144
9145
9146
9147
9148
9149
9150
9151
9152
9153
9154
9155
9156
9157
9158
9159
9160
9161
9162
9163
9164
9165
9166
9167
9168
9169
9170
9171
9172
9173
9174
9175
9176
9177
9178
9179
9180
9181
9182
9183
9184
9185
9186
9187
9188
9189
9190
9191
9192
9193
9194
9195
9196
9197
9198
9199
9200
9201
9202
9203
9204
9205
9206
9207
9208
9209
9210
9211
9212
9213
9214
9215
9216
9217
9218
9219
9220
9221
9222
9223
9224
9225
9226
9227
9228
9229
9230
9231
9232
9233
9234
9235
9236
9237
9238
9239
9240
9241
9242
9243
9244
9245
9246
9247
9248
9249
9250
9251
9252
9253
9254
9255
9256
9257
9258
9259
9260
9261
9262
9263
9264
9265
9266
9267
9268
9269
9270
9271
9272
9273
9274
9275
9276
9277
9278
9279
9280
9281
9282
9283
9284
9285
9286
9287
9288
9289
9290
9291
9292
9293
9294
9295
9296
9297
9298
9299
9300
9301
9302
9303
9304
9305
9306
9307
9308
9309
9310
9311
9312
9313
9314
9315
9316
9317
9318
9319
9320
9321
9322
9323
9324
9325
9326
9327
9328
9329
9330
9331
9332
9333
9334
9335
9336
9337
9338
9339
9340
9341
9342
9343
9344
9345
9346
9347
9348
9349
9350
9351
9352
9353
9354
9355
9356
9357
9358
9359
9360
9361
9362
9363
9364
9365
9366
9367
9368
9369
9370
9371
9372
9373
9374
9375
9376
9377
9378
9379
9380
9381
9382
9383
9384
9385
9386
9387
9388
9389
9390
9391
9392
9393
9394
9395
9396
9397
9398
9399
9400
9401
9402
9403
9404
9405
9406
9407
9408
9409
9410
9411
9412
9413
9414
9415
9416
9417
9418
9419
9420
9421
9422
9423
9424
9425
9426
9427
9428
9429
9430
9431
9432
9433
9434
9435
9436
9437
9438
9439
9440
9441
9442
9443
9444
9445
9446
9447
9448
9449
9450
9451
9452
9453
9454
9455
9456
9457
9458
9459
9460
9461
9462
9463
9464
9465
9466
9467
9468
9469
9470
9471
9472
9473
9474
9475
9476
9477
9478
9479
9480
9481
9482
9483
9484
9485
9486
9487
9488
9489
9490
9491
9492
9493
9494
9495
9496
9497
9498
9499
9500
9501
9502
9503
9504
9505
9506
9507
9508
9509
9510
9511
9512
9513
9514
9515
9516
9517
9518
9519
9520
9521
9522
9523
9524
9525
9526
9527
9528
9529
9530
9531
9532
9533
9534
9535
9536
9537
9538
9539
9540
9541
9542
9543
9544
9545
9546
9547
9548
9549
9550
9551
9552
9553
9554
9555
9556
9557
9558
9559
9560
9561
9562
9563
9564
9565
9566
9567
9568
9569
9570
9571
9572
9573
9574
9575
9576
9577
9578
9579
9580
9581
9582
9583
9584
9585
9586
9587
9588
9589
9590
9591
9592
9593
9594
9595
9596
9597
9598
9599
9600
9601
9602
9603
9604
9605
9606
9607
9608
9609
9610
9611
9612
9613
9614
9615
9616
9617
9618
9619
9620
9621
9622
9623
9624
9625
9626
9627
9628
9629
9630
9631
9632
9633
9634
9635
9636
9637
9638
9639
9640
9641
9642
9643
9644
9645
9646
9647
9648
9649
9650
9651
9652
9653
9654
9655
9656
9657
9658
9659
9660
9661
9662
9663
9664
9665
9666
9667
9668
9669
9670
9671
9672
9673
9674
9675
9676
9677
9678
9679
9680
9681
9682
9683
9684
9685
9686
9687
9688
9689
9690
9691
9692
9693
9694
9695
9696
9697
9698
9699
9700
9701
9702
9703
9704
9705
9706
9707
9708
9709
9710
9711
9712
9713
9714
9715
9716
9717
9718
9719
9720
9721
9722
9723
9724
9725
9726
9727
9728
9729
9730
9731
9732
9733
9734
9735
9736
9737
9738
9739
9740
9741
9742
9743
9744
9745
9746
9747
9748
9749
9750
9751
9752
9753
9754
9755
9756
9757
9758
9759
9760
9761
9762
9763
9764
9765
9766
9767
9768
9769
9770
9771
9772
9773
9774
9775
9776
9777
9778
9779
9780
9781
9782
9783
9784
9785
9786
9787
9788
9789
9790
9791
9792
9793
9794
9795
9796
9797
9798
9799
9800
9801
9802
9803
9804
9805
9806
9807
9808
9809
9810
9811
9812
9813
9814
9815
9816
9817
9818
9819
9820
9821
9822
9823
9824
9825
9826
9827
9828
9829
9830
9831
9832
9833
9834
9835
9836
9837
9838
9839
9840
9841
9842
9843
9844
9845
9846
9847
9848
9849
9850
9851
9852
9853
9854
9855
9856
9857
9858
9859
9860
9861
9862
9863
9864
9865
9866
9867
9868
9869
9870
9871
9872
9873
9874
9875
9876
9877
9878
9879
9880
9881
9882
9883
9884
9885
9886
9887
9888
9889
9890
9891
9892
9893
9894
9895
9896
9897
9898
9899
9900
9901
9902
9903
9904
9905
9906
9907
9908
9909
9910
9911
9912
9913
9914
9915
9916
9917
9918
9919
9920
9921
9922
9923
9924
9925
9926
9927
9928
9929
9930
9931
9932
9933
9934
9935
9936
9937
9938
9939
9940
9941
9942
9943
9944
9945
9946
9947
9948
9949
9950
9951
9952
9953
9954
9955
9956
9957
9958
9959
9960
9961
9962
9963
9964
9965
9966
9967
9968
9969
9970
9971
9972
9973
9974
9975
9976
9977
9978
9979
9980
9981
9982
9983
9984
9985
9986
9987
9988
9989
9990
9991
9992
9993
9994
9995
9996
9997
9998
9999
10000
10001
10002
10003
10004
10005
10006
10007
10008
10009
10010
10011
10012
10013
10014
10015
10016
10017
10018
10019
10020
10021
10022
10023
10024
10025
10026
10027
10028
10029
10030
10031
10032
10033
10034
10035
10036
10037
10038
10039
10040
10041
10042
10043
10044
10045
10046
10047
10048
10049
10050
10051
10052
10053
10054
10055
10056
10057
10058
10059
10060
10061
10062
10063
10064
10065
10066
10067
10068
10069
10070
10071
10072
10073
10074
10075
10076
10077
10078
10079
10080
10081
10082
10083
10084
10085
10086
10087
10088
10089
10090
10091
10092
10093
10094
10095
10096
10097
10098
10099
10100
10101
10102
10103
10104
10105
10106
10107
10108
10109
10110
10111
10112
10113
10114
10115
10116
10117
10118
10119
10120
10121
10122
10123
10124
10125
10126
10127
10128
10129
10130
10131
10132
10133
10134
10135
10136
10137
10138
10139
10140
10141
10142
10143
10144
10145
10146
10147
10148
10149
10150
10151
10152
10153
10154
10155
10156
10157
10158
10159
10160
10161
10162
10163
10164
10165
10166
10167
10168
10169
10170
10171
10172
10173
10174
10175
10176
10177
10178
10179
10180
10181
10182
10183
10184
10185
10186
10187
10188
10189
10190
10191
10192
10193
10194
10195
10196
10197
10198
10199
10200
10201
10202
10203
10204
10205
10206
10207
10208
10209
10210
10211
10212
10213
10214
10215
10216
10217
10218
10219
10220
10221
10222
10223
10224
10225
10226
10227
10228
10229
10230
10231
10232
10233
10234
10235
10236
10237
10238
10239
10240
10241
10242
10243
10244
10245
10246
10247
10248
10249
10250
10251
10252
10253
10254
10255
10256
10257
10258
10259
10260
10261
10262
10263
10264
10265
10266
10267
10268
10269
10270
10271
10272
10273
10274
10275
10276
10277
10278
10279
10280
10281
10282
10283
10284
10285
10286
10287
10288
10289
10290
10291
10292
10293
10294
10295
10296
10297
10298
10299
10300
10301
10302
10303
10304
10305
10306
10307
10308
10309
10310
10311
10312
10313
10314
10315
10316
10317
10318
10319
10320
10321
10322
10323
10324
10325
10326
10327
10328
10329
10330
10331
10332
10333
10334
10335
10336
10337
10338
10339
10340
10341
10342
10343
10344
10345
10346
10347
10348
10349
10350
10351
10352
10353
10354
10355
10356
10357
10358
10359
10360
10361
10362
10363
10364
10365
10366
10367
10368
10369
10370
10371
10372
10373
10374
10375
10376
10377
10378
10379
10380
10381
10382
10383
10384
10385
10386
10387
10388
10389
10390
10391
10392
10393
10394
10395
10396
10397
10398
10399
10400
10401
10402
10403
10404
10405
10406
10407
10408
10409
10410
10411
10412
10413
10414
10415
10416
10417
10418
10419
10420
10421
10422
10423
10424
10425
10426
10427
10428
10429
10430
10431
10432
10433
10434
10435
10436
10437
10438
10439
10440
10441
10442
10443
10444
10445
10446
10447
10448
10449
10450
10451
10452
10453
10454
10455
10456
10457
10458
10459
10460
10461
10462
10463
10464
10465
10466
10467
10468
10469
10470
10471
10472
10473
10474
10475
10476
10477
10478
10479
10480
10481
10482
10483
10484
10485
10486
10487
10488
10489
10490
10491
10492
10493
10494
10495
10496
10497
10498
10499
10500
10501
10502
10503
10504
10505
10506
10507
10508
10509
10510
10511
10512
10513
10514
10515
10516
10517
10518
10519
10520
10521
10522
10523
10524
10525
10526
10527
10528
10529
10530
10531
10532
10533
10534
10535
10536
10537
10538
10539
10540
10541
10542
10543
10544
10545
10546
10547
10548
10549
10550
10551
10552
10553
10554
10555
10556
10557
10558
10559
10560
10561
10562
10563
10564
10565
10566
10567
10568
10569
10570
10571
10572
10573
10574
10575
10576
10577
10578
10579
10580
10581
10582
10583
10584
10585
10586
10587
10588
10589
10590
10591
10592
10593
10594
10595
10596
10597
10598
10599
10600
10601
10602
10603
10604
10605
10606
10607
10608
10609
10610
10611
10612
10613
10614
10615
10616
10617
10618
10619
10620
10621
10622
10623
10624
10625
10626
10627
10628
10629
10630
10631
10632
10633
10634
10635
10636
10637
10638
10639
10640
10641
10642
10643
10644
10645
10646
10647
10648
10649
10650
10651
10652
10653
10654
10655
10656
10657
10658
10659
10660
10661
10662
10663
10664
10665
10666
10667
10668
10669
10670
10671
10672
10673
10674
10675
10676
10677
10678
10679
10680
10681
10682
10683
10684
10685
10686
10687
10688
10689
10690
10691
10692
10693
10694
10695
10696
10697
10698
10699
10700
10701
10702
10703
10704
10705
10706
10707
10708
10709
10710
10711
10712
10713
10714
10715
10716
10717
10718
10719
10720
10721
10722
10723
10724
10725
10726
10727
10728
10729
10730
10731
10732
10733
10734
10735
10736
10737
10738
10739
10740
10741
10742
10743
10744
10745
10746
10747
10748
10749
10750
10751
10752
10753
10754
10755
10756
10757
10758
10759
10760
10761
10762
10763
10764
10765
10766
10767
10768
10769
10770
10771
10772
10773
10774
10775
10776
10777
10778
10779
10780
10781
10782
10783
10784
10785
10786
10787
10788
10789
10790
10791
10792
10793
10794
10795
10796
10797
10798
10799
10800
10801
10802
10803
10804
10805
10806
10807
10808
10809
10810
10811
10812
10813
10814
10815
10816
10817
10818
10819
10820
10821
10822
10823
10824
10825
10826
10827
10828
10829
10830
10831
10832
10833
10834
10835
10836
10837
10838
10839
10840
10841
10842
10843
10844
10845
10846
10847
10848
10849
10850
10851
10852
10853
10854
10855
10856
10857
10858
10859
10860
10861
10862
10863
10864
10865
10866
10867
10868
10869
10870
10871
10872
10873
10874
10875
10876
10877
10878
10879
10880
10881
10882
10883
10884
10885
10886
10887
10888
10889
10890
10891
10892
10893
10894
10895
10896
10897
10898
10899
10900
10901
10902
10903
10904
10905
10906
10907
10908
10909
10910
10911
10912
10913
10914
10915
10916
10917
10918
10919
10920
10921
10922
10923
10924
10925
10926
10927
10928
10929
10930
10931
10932
10933
10934
10935
10936
10937
10938
10939
10940
10941
10942
10943
10944
10945
10946
10947
10948
10949
10950
10951
10952
10953
10954
10955
10956
10957
10958
10959
10960
10961
10962
10963
10964
10965
10966
10967
10968
10969
10970
10971
10972
10973
10974
10975
10976
10977
10978
10979
10980
10981
10982
10983
10984
10985
10986
10987
10988
10989
10990
10991
10992
10993
10994
10995
10996
10997
10998
10999
11000
11001
11002
11003
11004
11005
11006
11007
11008
11009
11010
11011
11012
11013
11014
11015
11016
11017
11018
11019
11020
11021
11022
11023
11024
11025
11026
11027
11028
11029
11030
11031
11032
11033
11034
11035
11036
11037
11038
11039
11040
11041
11042
11043
11044
11045
11046
11047
11048
11049
11050
11051
11052
11053
11054
11055
11056
11057
11058
11059
11060
11061
11062
11063
11064
11065
11066
11067
11068
11069
11070
11071
11072
11073
11074
11075
11076
11077
11078
11079
11080
11081
11082
11083
11084
11085
11086
11087
11088
11089
11090
11091
11092
11093
11094
11095
11096
11097
11098
11099
11100
11101
11102
11103
11104
11105
11106
11107
11108
11109
11110
11111
11112
11113
11114
11115
11116
11117
11118
11119
11120
11121
11122
11123
11124
11125
11126
11127
11128
11129
11130
11131
11132
11133
11134
11135
11136
11137
11138
11139
11140
11141
11142
11143
11144
11145
11146
11147
11148
11149
11150
11151
11152
11153
11154
11155
11156
11157
11158
11159
11160
11161
11162
11163
11164
11165
11166
11167
11168
11169
11170
11171
11172
11173
11174
11175
11176
11177
11178
11179
11180
11181
11182
11183
11184
11185
11186
11187
11188
11189
11190
11191
11192
11193
11194
11195
11196
11197
11198
11199
11200
11201
11202
11203
11204
11205
11206
11207
11208
11209
11210
11211
11212
11213
11214
11215
11216
11217
11218
11219
11220
11221
11222
11223
11224
11225
11226
11227
11228
11229
11230
11231
11232
11233
11234
11235
11236
11237
11238
11239
11240
11241
11242
11243
11244
11245
11246
11247
11248
11249
11250
11251
11252
11253
11254
11255
11256
11257
11258
11259
11260
11261
11262
11263
11264
11265
11266
11267
11268
11269
11270
11271
11272
11273
11274
11275
11276
11277
11278
11279
11280
11281
11282
11283
11284
11285
11286
11287
11288
11289
11290
11291
11292
11293
11294
11295
11296
11297
11298
11299
11300
11301
11302
11303
11304
11305
11306
11307
11308
11309
11310
11311
11312
11313
11314
11315
11316
11317
11318
11319
11320
11321
11322
11323
11324
11325
11326
11327
11328
11329
11330
11331
11332
11333
11334
11335
11336
11337
11338
11339
11340
11341
11342
11343
11344
11345
11346
11347
11348
11349
11350
11351
11352
11353
11354
11355
11356
11357
11358
11359
11360
11361
11362
11363
11364
11365
11366
11367
11368
11369
11370
11371
11372
11373
11374
11375
11376
11377
11378
11379
11380
11381
11382
11383
11384
11385
11386
11387
11388
11389
11390
11391
11392
11393
11394
11395
11396
11397
11398
11399
11400
11401
11402
11403
11404
11405
11406
11407
11408
11409
11410
11411
11412
11413
11414
11415
11416
11417
11418
11419
11420
11421
11422
11423
11424
11425
11426
11427
11428
11429
11430
11431
11432
11433
11434
11435
11436
11437
11438
11439
11440
11441
11442
11443
11444
11445
11446
11447
11448
11449
11450
11451
11452
11453
11454
11455
11456
11457
11458
11459
11460
11461
11462
11463
11464
11465
11466
11467
11468
11469
11470
11471
11472
11473
11474
11475
11476
11477
11478
11479
11480
11481
11482
11483
11484
11485
11486
11487
11488
11489
11490
11491
11492
11493
11494
11495
11496
11497
11498
11499
11500
11501
11502
11503
11504
11505
11506
11507
11508
11509
11510
11511
11512
11513
11514
11515
11516
11517
11518
11519
11520
11521
11522
11523
11524
11525
11526
11527
11528
11529
11530
11531
11532
11533
11534
11535
11536
11537
11538
11539
11540
11541
11542
11543
11544
11545
11546
11547
11548
11549
11550
11551
11552
11553
11554
11555
11556
11557
11558
11559
11560
11561
11562
11563
11564
11565
11566
11567
11568
11569
11570
11571
11572
11573
11574
11575
11576
11577
11578
11579
11580
11581
11582
11583
11584
11585
11586
11587
11588
11589
11590
11591
11592
11593
11594
11595
11596
11597
11598
11599
11600
11601
11602
11603
11604
11605
11606
11607
11608
11609
11610
11611
11612
11613
11614
11615
11616
11617
11618
11619
11620
11621
11622
11623
11624
11625
11626
11627
11628
11629
11630
11631
11632
11633
11634
11635
11636
11637
11638
11639
11640
11641
11642
11643
11644
11645
11646
11647
11648
11649
11650
11651
11652
11653
11654
11655
11656
11657
11658
11659
11660
11661
11662
11663
11664
11665
11666
11667
11668
11669
11670
11671
11672
11673
11674
11675
11676
11677
11678
11679
11680
11681
11682
11683
11684
11685
11686
11687
11688
11689
11690
11691
11692
11693
11694
11695
11696
11697
11698
11699
11700
11701
11702
11703
11704
11705
11706
11707
11708
11709
11710
11711
11712
11713
11714
11715
11716
11717
11718
11719
11720
11721
11722
11723
11724
11725
11726
11727
11728
11729
11730
11731
11732
11733
11734
11735
11736
11737
11738
11739
11740
11741
11742
11743
11744
11745
11746
11747
11748
11749
11750
11751
11752
11753
11754
11755
11756
11757
11758
11759
11760
11761
11762
11763
11764
11765
11766
11767
11768
11769
11770
11771
11772
11773
11774
11775
11776
11777
11778
11779
11780
11781
11782
11783
11784
11785
11786
11787
11788
11789
11790
11791
11792
11793
11794
11795
11796
11797
11798
11799
11800
11801
11802
11803
11804
11805
11806
11807
11808
11809
11810
11811
11812
11813
11814
11815
11816
11817
11818
11819
11820
11821
11822
11823
11824
11825
11826
11827
11828
11829
11830
11831
11832
11833
11834
11835
11836
11837
11838
11839
11840
11841
11842
11843
11844
11845
11846
11847
11848
11849
11850
11851
11852
11853
11854
11855
11856
11857
11858
11859
11860
11861
11862
11863
11864
11865
11866
11867
11868
11869
11870
11871
11872
11873
11874
11875
11876
11877
11878
11879
11880
11881
11882
11883
11884
11885
11886
11887
11888
11889
11890
11891
11892
11893
11894
11895
11896
11897
11898
11899
11900
11901
11902
11903
11904
11905
11906
11907
11908
11909
11910
11911
11912
11913
11914
11915
11916
11917
11918
11919
11920
11921
11922
11923
11924
11925
11926
11927
11928
11929
11930
11931
11932
11933
11934
11935
11936
11937
11938
11939
11940
11941
11942
11943
11944
11945
11946
11947
11948
11949
11950
11951
11952
11953
11954
11955
11956
11957
11958
11959
11960
11961
11962
11963
11964
11965
11966
11967
11968
11969
11970
11971
11972
11973
11974
11975
11976
11977
11978
11979
11980
11981
11982
11983
11984
11985
11986
11987
11988
11989
11990
11991
11992
11993
11994
11995
11996
11997
11998
11999
12000
12001
12002
12003
12004
12005
12006
12007
12008
12009
12010
12011
12012
12013
12014
12015
12016
12017
12018
12019
12020
12021
12022
12023
12024
12025
12026
12027
12028
12029
12030
12031
12032
12033
12034
12035
12036
12037
12038
12039
12040
12041
12042
12043
12044
12045
12046
12047
12048
12049
12050
12051
12052
12053
12054
12055
12056
12057
12058
12059
12060
12061
12062
12063
12064
12065
12066
12067
12068
12069
12070
12071
12072
12073
12074
12075
12076
12077
12078
12079
12080
12081
12082
12083
12084
12085
12086
12087
12088
12089
12090
12091
12092
12093
12094
12095
12096
12097
12098
12099
12100
12101
12102
12103
12104
12105
12106
12107
12108
12109
12110
12111
12112
12113
12114
12115
12116
12117
12118
12119
12120
12121
12122
12123
12124
12125
12126
12127
12128
12129
12130
12131
12132
12133
12134
12135
12136
12137
12138
12139
12140
12141
12142
12143
12144
12145
12146
12147
12148
12149
12150
12151
12152
12153
12154
12155
12156
12157
12158
12159
12160
12161
12162
12163
12164
12165
12166
12167
12168
12169
12170
12171
12172
12173
12174
12175
12176
12177
12178
12179
12180
12181
12182
12183
12184
12185
12186
12187
12188
12189
12190
12191
12192
12193
12194
12195
12196
12197
12198
12199
12200
12201
12202
12203
12204
12205
12206
12207
12208
12209
12210
12211
12212
12213
12214
12215
12216
12217
12218
12219
12220
12221
12222
12223
12224
12225
12226
12227
12228
12229
12230
12231
12232
12233
12234
12235
12236
12237
12238
12239
12240
12241
12242
12243
12244
12245
12246
12247
12248
12249
12250
12251
12252
12253
12254
12255
12256
12257
12258
12259
12260
12261
12262
12263
12264
12265
12266
12267
12268
12269
12270
12271
12272
12273
12274
12275
12276
12277
12278
12279
12280
12281
12282
12283
12284
12285
12286
12287
12288
12289
12290
12291
12292
12293
12294
12295
12296
12297
12298
12299
12300
12301
12302
12303
12304
12305
12306
12307
12308
12309
12310
12311
12312
12313
12314
12315
12316
12317
12318
12319
12320
12321
12322
12323
12324
12325
12326
12327
12328
12329
12330
12331
12332
12333
12334
12335
12336
12337
12338
12339
12340
12341
12342
12343
12344
12345
12346
12347
12348
12349
12350
12351
12352
12353
12354
12355
12356
12357
12358
12359
12360
12361
12362
12363
12364
12365
12366
12367
12368
12369
12370
12371
12372
12373
12374
12375
12376
12377
12378
12379
12380
12381
12382
12383
12384
12385
12386
12387
12388
12389
12390
12391
12392
12393
12394
12395
12396
12397
12398
12399
12400
12401
12402
12403
12404
12405
12406
12407
12408
12409
12410
12411
12412
12413
12414
12415
12416
12417
12418
12419
12420
12421
12422
12423
12424
12425
12426
12427
12428
12429
12430
12431
12432
12433
12434
12435
12436
12437
12438
12439
12440
12441
12442
12443
12444
12445
12446
12447
12448
12449
12450
12451
12452
12453
12454
12455
12456
12457
12458
12459
12460
12461
12462
12463
12464
12465
12466
12467
12468
12469
12470
12471
12472
12473
12474
12475
12476
12477
12478
12479
12480
12481
12482
12483
12484
12485
12486
12487
12488
12489
12490
12491
12492
12493
12494
12495
12496
12497
12498
12499
12500
12501
12502
12503
12504
12505
12506
12507
12508
12509
12510
12511
12512
12513
12514
12515
12516
12517
12518
12519
12520
12521
12522
12523
12524
12525
12526
12527
12528
12529
12530
12531
12532
12533
12534
12535
12536
12537
12538
12539
12540
12541
12542
12543
12544
12545
12546
12547
12548
12549
12550
12551
12552
12553
12554
12555
12556
12557
12558
12559
12560
12561
12562
12563
12564
12565
12566
12567
12568
12569
12570
12571
12572
12573
12574
12575
12576
12577
12578
12579
12580
12581
12582
12583
12584
12585
12586
12587
12588
12589
12590
12591
12592
12593
12594
12595
12596
12597
12598
12599
12600
12601
12602
12603
12604
12605
12606
12607
12608
12609
12610
12611
12612
12613
12614
12615
12616
12617
12618
12619
12620
12621
12622
12623
12624
12625
12626
12627
12628
12629
12630
12631
12632
12633
12634
12635
12636
12637
12638
12639
12640
12641
12642
12643
12644
12645
12646
12647
12648
12649
12650
12651
12652
12653
12654
12655
12656
12657
12658
12659
12660
12661
12662
12663
12664
12665
12666
12667
12668
12669
12670
12671
12672
12673
12674
12675
12676
12677
12678
12679
12680
12681
12682
12683
12684
12685
12686
12687
12688
12689
12690
12691
12692
12693
12694
12695
12696
12697
12698
12699
12700
12701
12702
12703
12704
12705
12706
12707
12708
12709
12710
12711
12712
12713
12714
12715
12716
12717
12718
12719
12720
12721
12722
12723
12724
12725
12726
12727
12728
12729
12730
12731
12732
12733
12734
12735
12736
12737
12738
12739
12740
12741
12742
12743
12744
12745
12746
12747
12748
12749
12750
12751
12752
12753
12754
12755
12756
12757
12758
12759
12760
12761
12762
12763
12764
12765
12766
12767
12768
12769
12770
12771
12772
12773
12774
12775
12776
12777
12778
12779
12780
12781
12782
12783
12784
12785
12786
12787
12788
12789
12790
12791
12792
12793
12794
12795
12796
12797
12798
12799
12800
12801
12802
12803
12804
12805
12806
12807
12808
12809
12810
12811
12812
12813
12814
12815
12816
12817
12818
12819
12820
12821
12822
12823
12824
12825
12826
12827
12828
12829
12830
12831
12832
12833
12834
12835
12836
12837
12838
12839
12840
12841
12842
12843
12844
12845
12846
12847
12848
12849
12850
12851
12852
12853
12854
12855
12856
12857
12858
12859
12860
12861
12862
12863
12864
12865
12866
12867
12868
12869
12870
12871
12872
12873
12874
12875
12876
12877
12878
12879
12880
12881
12882
12883
12884
12885
12886
12887
12888
12889
12890
12891
12892
12893
12894
12895
12896
12897
12898
12899
12900
12901
12902
12903
12904
12905
12906
12907
12908
12909
12910
12911
12912
12913
12914
12915
12916
12917
12918
12919
12920
12921
12922
12923
12924
12925
12926
12927
12928
12929
12930
12931
12932
12933
12934
12935
12936
12937
12938
12939
12940
12941
12942
12943
12944
12945
12946
12947
12948
12949
12950
12951
12952
12953
12954
12955
12956
12957
12958
12959
12960
12961
12962
12963
12964
12965
12966
12967
12968
12969
12970
12971
12972
12973
12974
12975
12976
12977
12978
12979
12980
12981
12982
12983
12984
12985
12986
12987
12988
12989
12990
12991
12992
12993
12994
12995
12996
12997
12998
12999
13000
13001
13002
13003
13004
13005
13006
13007
13008
13009
13010
13011
13012
13013
13014
13015
13016
13017
13018
13019
13020
13021
13022
13023
13024
13025
13026
13027
13028
13029
13030
13031
13032
13033
13034
13035
13036
13037
13038
13039
13040
13041
13042
13043
13044
13045
13046
13047
13048
13049
13050
13051
13052
13053
13054
13055
13056
13057
13058
13059
13060
13061
13062
13063
13064
13065
13066
13067
13068
13069
13070
13071
13072
13073
13074
13075
13076
13077
13078
13079
13080
13081
13082
13083
13084
13085
13086
13087
13088
13089
13090
13091
13092
13093
13094
13095
13096
13097
13098
13099
13100
13101
13102
13103
13104
13105
13106
13107
13108
13109
13110
13111
13112
13113
13114
13115
13116
13117
13118
13119
13120
13121
13122
13123
13124
13125
13126
13127
13128
13129
13130
13131
13132
13133
13134
13135
13136
13137
13138
13139
13140
13141
13142
13143
13144
13145
13146
13147
13148
13149
13150
13151
13152
13153
13154
13155
13156
13157
13158
13159
13160
13161
13162
13163
13164
13165
13166
13167
13168
13169
13170
13171
13172
13173
13174
13175
13176
13177
13178
13179
13180
13181
13182
13183
13184
13185
13186
13187
13188
13189
13190
13191
13192
13193
13194
13195
13196
13197
13198
13199
13200
13201
13202
13203
13204
13205
13206
13207
13208
13209
13210
13211
13212
13213
13214
13215
13216
13217
13218
13219
13220
13221
13222
13223
13224
13225
13226
13227
13228
13229
13230
13231
13232
13233
13234
13235
13236
13237
13238
13239
13240
13241
13242
13243
13244
13245
13246
13247
13248
13249
13250
13251
13252
13253
13254
13255
13256
13257
13258
13259
13260
13261
13262
13263
13264
13265
13266
13267
13268
13269
13270
13271
13272
13273
13274
13275
13276
13277
13278
13279
13280
13281
13282
13283
13284
13285
13286
13287
13288
13289
13290
13291
13292
13293
13294
13295
13296
13297
13298
13299
13300
13301
13302
13303
13304
13305
13306
13307
13308
13309
13310
13311
13312
13313
13314
13315
13316
13317
13318
13319
13320
13321
13322
13323
13324
13325
13326
13327
13328
13329
13330
13331
13332
13333
13334
13335
13336
13337
13338
13339
13340
13341
13342
13343
13344
13345
13346
13347
13348
13349
13350
13351
13352
13353
13354
13355
13356
13357
13358
13359
13360
13361
13362
13363
13364
13365
13366
13367
13368
13369
13370
13371
13372
13373
13374
13375
13376
13377
13378
13379
13380
13381
13382
13383
13384
13385
13386
13387
13388
13389
13390
13391
13392
13393
13394
13395
13396
13397
13398
13399
13400
13401
13402
13403
13404
13405
13406
13407
13408
13409
13410
13411
13412
13413
13414
13415
13416
13417
13418
13419
13420
13421
13422
13423
13424
13425
13426
13427
13428
13429
13430
13431
13432
13433
13434
13435
13436
13437
13438
13439
13440
13441
13442
13443
13444
13445
13446
13447
13448
13449
13450
13451
13452
13453
13454
13455
13456
13457
13458
13459
13460
13461
13462
13463
13464
13465
13466
13467
13468
13469
13470
13471
13472
13473
13474
13475
13476
13477
13478
13479
13480
13481
13482
13483
13484
13485
13486
13487
13488
13489
13490
13491
13492
13493
13494
13495
13496
13497
13498
13499
13500
13501
13502
13503
13504
13505
13506
13507
13508
13509
13510
13511
13512
13513
13514
13515
13516
13517
13518
13519
13520
13521
13522
13523
13524
13525
13526
13527
13528
13529
13530
13531
13532
13533
13534
13535
13536
13537
13538
13539
13540
13541
13542
13543
13544
13545
13546
13547
13548
13549
13550
13551
13552
13553
13554
13555
13556
13557
13558
13559
13560
13561
13562
13563
13564
13565
13566
13567
13568
13569
13570
13571
13572
13573
13574
13575
13576
13577
13578
13579
13580
13581
13582
13583
13584
13585
13586
13587
13588
13589
13590
13591
13592
13593
13594
13595
13596
13597
13598
13599
13600
13601
13602
13603
13604
13605
13606
13607
13608
13609
13610
13611
13612
13613
13614
13615
13616
13617
13618
13619
13620
13621
13622
13623
13624
13625
13626
13627
13628
13629
13630
13631
13632
13633
13634
13635
13636
13637
13638
13639
13640
13641
13642
13643
13644
13645
13646
13647
13648
13649
13650
13651
13652
13653
13654
13655
13656
13657
13658
13659
13660
13661
13662
13663
13664
13665
13666
13667
13668
13669
13670
13671
13672
13673
13674
13675
13676
13677
13678
13679
13680
13681
13682
13683
13684
13685
13686
13687
13688
13689
13690
13691
13692
13693
13694
13695
13696
13697
13698
13699
13700
13701
13702
13703
13704
13705
13706
13707
13708
13709
13710
13711
13712
13713
13714
13715
13716
13717
13718
13719
13720
13721
13722
13723
13724
13725
13726
13727
13728
13729
13730
13731
13732
13733
13734
13735
13736
13737
13738
13739
13740
13741
13742
13743
13744
13745
13746
13747
13748
13749
13750
13751
13752
13753
13754
13755
13756
13757
13758
13759
13760
13761
13762
13763
13764
13765
13766
13767
13768
13769
13770
13771
13772
13773
13774
13775
13776
13777
13778
13779
13780
13781
13782
13783
13784
13785
13786
13787
13788
13789
13790
13791
13792
13793
13794
13795
13796
13797
13798
13799
13800
13801
13802
13803
13804
13805
13806
13807
13808
13809
13810
13811
13812
13813
13814
13815
13816
13817
13818
13819
13820
13821
13822
13823
13824
13825
13826
13827
13828
13829
13830
13831
13832
13833
13834
13835
13836
13837
13838
13839
13840
13841
13842
13843
13844
13845
13846
13847
13848
13849
13850
13851
13852
13853
13854
13855
13856
13857
13858
13859
13860
13861
13862
13863
13864
13865
13866
13867
13868
13869
13870
13871
13872
13873
13874
13875
13876
13877
13878
13879
13880
13881
13882
13883
13884
13885
13886
13887
13888
13889
13890
13891
13892
13893
13894
13895
13896
13897
13898
13899
13900
13901
13902
13903
13904
13905
13906
13907
13908
13909
13910
13911
13912
13913
13914
13915
13916
13917
13918
13919
13920
13921
13922
13923
13924
13925
13926
13927
13928
13929
13930
13931
13932
13933
13934
13935
13936
13937
13938
13939
13940
13941
13942
13943
13944
13945
13946
13947
13948
13949
13950
13951
13952
13953
13954
13955
13956
13957
13958
13959
13960
13961
13962
13963
13964
13965
13966
13967
13968
13969
13970
13971
13972
13973
13974
13975
13976
13977
13978
13979
13980
13981
13982
13983
13984
13985
13986
13987
13988
13989
13990
13991
13992
13993
13994
13995
13996
13997
13998
13999
14000
14001
14002
14003
14004
14005
14006
14007
14008
14009
14010
14011
14012
14013
14014
14015
14016
14017
14018
14019
14020
14021
14022
14023
14024
14025
14026
14027
14028
14029
14030
14031
14032
14033
14034
14035
14036
14037
14038
14039
14040
14041
14042
14043
14044
14045
14046
14047
14048
14049
14050
14051
14052
14053
14054
14055
14056
14057
14058
14059
14060
14061
14062
14063
14064
14065
14066
14067
14068
14069
14070
14071
14072
14073
14074
14075
14076
14077
14078
14079
14080
14081
14082
14083
14084
14085
14086
14087
14088
14089
14090
14091
14092
14093
14094
14095
14096
14097
14098
14099
14100
14101
14102
14103
14104
14105
14106
14107
14108
14109
14110
14111
14112
14113
14114
14115
14116
14117
14118
14119
14120
14121
14122
14123
14124
14125
14126
14127
14128
14129
14130
14131
14132
14133
14134
14135
14136
14137
14138
14139
14140
14141
14142
14143
14144
14145
14146
14147
14148
14149
14150
14151
14152
14153
14154
14155
14156
14157
14158
14159
14160
14161
14162
14163
14164
14165
14166
14167
14168
14169
14170
14171
14172
14173
14174
14175
14176
14177
14178
14179
14180
14181
14182
14183
14184
14185
14186
14187
14188
14189
14190
14191
14192
14193
14194
14195
14196
14197
14198
14199
14200
14201
14202
14203
14204
14205
14206
14207
14208
14209
14210
14211
14212
14213
14214
14215
14216
14217
14218
14219
14220
14221
14222
14223
14224
14225
14226
14227
14228
14229
14230
14231
14232
14233
14234
14235
14236
14237
14238
14239
14240
14241
14242
14243
14244
14245
14246
14247
14248
14249
14250
14251
14252
14253
14254
14255
14256
14257
14258
14259
14260
14261
14262
14263
14264
14265
14266
14267
14268
14269
14270
14271
14272
14273
14274
14275
14276
14277
14278
14279
14280
14281
14282
14283
14284
14285
14286
14287
14288
14289
14290
14291
14292
14293
14294
14295
14296
14297
14298
14299
14300
14301
14302
14303
14304
14305
14306
14307
14308
14309
14310
14311
14312
14313
14314
14315
14316
14317
14318
14319
14320
14321
14322
14323
14324
14325
14326
14327
14328
14329
14330
14331
14332
14333
14334
14335
14336
14337
14338
14339
14340
14341
14342
14343
14344
14345
14346
14347
14348
14349
14350
14351
14352
14353
14354
14355
14356
14357
14358
14359
14360
14361
14362
14363
14364
14365
14366
14367
14368
14369
14370
14371
14372
14373
14374
14375
14376
14377
14378
14379
14380
14381
14382
14383
14384
14385
14386
14387
14388
14389
14390
14391
14392
14393
14394
14395
14396
14397
14398
14399
14400
14401
14402
14403
14404
14405
14406
14407
14408
14409
14410
14411
14412
14413
14414
14415
14416
14417
14418
14419
14420
14421
14422
14423
14424
14425
14426
14427
14428
14429
14430
14431
14432
14433
14434
14435
14436
14437
14438
14439
14440
14441
14442
14443
14444
14445
14446
14447
14448
14449
14450
14451
14452
14453
14454
14455
14456
14457
14458
14459
14460
14461
14462
14463
14464
14465
14466
14467
14468
14469
14470
14471
14472
14473
14474
14475
14476
14477
14478
14479
14480
14481
14482
14483
14484
14485
14486
14487
14488
14489
14490
14491
14492
14493
14494
14495
14496
14497
14498
14499
14500
14501
14502
14503
14504
14505
14506
14507
14508
14509
14510
14511
14512
14513
14514
14515
14516
14517
14518
14519
14520
14521
14522
14523
14524
14525
14526
14527
14528
14529
14530
14531
14532
14533
14534
14535
14536
14537
14538
14539
14540
14541
14542
14543
14544
14545
14546
14547
14548
14549
14550
14551
14552
14553
14554
14555
14556
14557
14558
14559
14560
14561
14562
14563
14564
14565
14566
14567
14568
14569
14570
14571
14572
14573
14574
14575
14576
14577
14578
14579
14580
14581
14582
14583
14584
14585
14586
14587
14588
14589
14590
14591
14592
14593
14594
14595
14596
14597
14598
14599
14600
14601
14602
14603
14604
14605
14606
14607
14608
14609
14610
14611
14612
14613
14614
14615
14616
14617
14618
14619
14620
14621
14622
14623
14624
14625
14626
14627
14628
14629
14630
14631
14632
14633
14634
14635
14636
14637
14638
14639
14640
14641
14642
14643
14644
14645
14646
14647
14648
14649
14650
14651
14652
14653
14654
14655
14656
14657
14658
14659
14660
14661
14662
14663
14664
14665
14666
14667
14668
14669
14670
14671
14672
14673
14674
14675
14676
14677
14678
14679
14680
14681
14682
14683
14684
14685
14686
14687
14688
14689
14690
14691
14692
14693
14694
14695
14696
14697
14698
14699
14700
14701
14702
14703
14704
14705
14706
14707
14708
14709
14710
14711
14712
14713
14714
14715
14716
14717
14718
14719
14720
14721
14722
14723
14724
14725
14726
14727
14728
14729
14730
14731
14732
14733
14734
14735
14736
14737
14738
14739
14740
14741
14742
14743
14744
14745
14746
14747
14748
14749
14750
14751
14752
14753
14754
14755
14756
14757
14758
14759
14760
14761
14762
14763
14764
14765
14766
14767
14768
14769
14770
14771
14772
14773
14774
14775
14776
14777
14778
14779
14780
14781
14782
14783
14784
14785
14786
14787
14788
14789
14790
14791
14792
14793
14794
14795
14796
14797
14798
14799
14800
14801
14802
14803
14804
14805
14806
14807
14808
14809
14810
14811
14812
14813
14814
14815
14816
14817
14818
14819
14820
14821
14822
14823
14824
14825
14826
14827
14828
14829
14830
14831
14832
14833
14834
14835
14836
14837
14838
14839
14840
14841
14842
14843
14844
14845
14846
14847
14848
14849
14850
14851
14852
14853
14854
14855
14856
14857
14858
14859
14860
14861
14862
14863
14864
14865
14866
14867
14868
14869
14870
14871
14872
14873
14874
14875
14876
14877
14878
14879
14880
14881
14882
14883
14884
14885
14886
14887
14888
14889
14890
14891
14892
14893
14894
14895
14896
14897
14898
14899
14900
14901
14902
14903
14904
14905
14906
14907
14908
14909
14910
14911
14912
14913
14914
14915
14916
14917
14918
14919
14920
14921
14922
14923
14924
14925
14926
14927
14928
14929
14930
14931
14932
14933
14934
14935
14936
14937
14938
14939
14940
14941
14942
14943
14944
14945
14946
14947
14948
14949
14950
14951
14952
14953
14954
14955
14956
14957
14958
14959
14960
14961
14962
14963
14964
14965
14966
14967
14968
14969
14970
14971
14972
14973
14974
14975
14976
14977
14978
14979
14980
14981
14982
14983
14984
14985
14986
14987
14988
14989
14990
14991
14992
14993
14994
14995
14996
14997
14998
14999
15000
15001
15002
15003
15004
15005
15006
15007
15008
15009
15010
15011
15012
15013
15014
15015
15016
15017
15018
15019
15020
15021
15022
15023
15024
15025
15026
15027
15028
15029
15030
15031
15032
15033
15034
15035
15036
15037
15038
15039
15040
15041
15042
15043
15044
15045
15046
15047
15048
15049
15050
15051
15052
15053
15054
15055
15056
15057
15058
15059
15060
15061
15062
15063
15064
15065
15066
15067
15068
15069
15070
15071
15072
15073
15074
15075
15076
15077
15078
15079
15080
15081
15082
15083
15084
15085
15086
15087
15088
15089
15090
15091
15092
15093
15094
15095
15096
15097
15098
15099
15100
15101
15102
15103
15104
15105
15106
15107
15108
15109
15110
15111
15112
15113
15114
15115
15116
15117
15118
15119
15120
15121
15122
15123
15124
15125
15126
15127
15128
15129
15130
15131
15132
15133
15134
15135
15136
15137
15138
15139
15140
15141
15142
15143
15144
15145
15146
15147
15148
15149
15150
15151
15152
15153
15154
15155
15156
15157
15158
15159
15160
15161
15162
15163
15164
15165
15166
15167
15168
15169
15170
15171
15172
15173
15174
15175
15176
15177
15178
15179
15180
15181
15182
15183
15184
15185
15186
15187
15188
15189
15190
15191
15192
15193
15194
15195
15196
15197
15198
15199
15200
15201
15202
15203
15204
15205
15206
15207
15208
15209
15210
15211
15212
15213
15214
15215
15216
15217
15218
15219
15220
15221
15222
15223
15224
15225
15226
15227
15228
15229
15230
15231
15232
15233
15234
15235
15236
15237
15238
15239
15240
15241
15242
15243
15244
15245
15246
15247
15248
15249
15250
15251
15252
15253
15254
15255
15256
15257
15258
15259
15260
15261
15262
15263
15264
15265
15266
15267
15268
15269
15270
15271
15272
15273
15274
15275
15276
15277
15278
15279
15280
15281
15282
15283
15284
15285
15286
15287
15288
15289
15290
15291
15292
15293
15294
15295
15296
15297
15298
15299
15300
15301
15302
15303
15304
15305
15306
15307
15308
15309
15310
15311
15312
15313
15314
15315
15316
15317
15318
15319
15320
15321
15322
15323
15324
15325
15326
15327
15328
15329
15330
15331
15332
15333
15334
15335
15336
15337
15338
15339
15340
15341
15342
15343
15344
15345
15346
15347
15348
15349
15350
15351
15352
15353
15354
15355
15356
15357
15358
15359
15360
15361
15362
15363
15364
15365
15366
15367
15368
15369
15370
15371
15372
15373
15374
15375
15376
15377
15378
15379
15380
15381
15382
15383
15384
15385
15386
15387
15388
15389
15390
15391
15392
15393
15394
15395
15396
15397
15398
15399
15400
15401
15402
15403
15404
15405
15406
15407
15408
15409
15410
15411
15412
15413
15414
15415
15416
15417
15418
15419
15420
15421
15422
15423
15424
15425
15426
15427
15428
15429
15430
15431
15432
15433
15434
15435
15436
15437
15438
15439
15440
15441
15442
15443
15444
15445
15446
15447
15448
15449
15450
15451
15452
15453
15454
15455
15456
15457
15458
15459
15460
15461
15462
15463
15464
15465
15466
15467
15468
15469
15470
15471
15472
15473
15474
15475
15476
15477
15478
15479
15480
15481
15482
15483
15484
15485
15486
15487
15488
15489
15490
15491
15492
15493
15494
15495
15496
15497
15498
15499
15500
15501
15502
15503
15504
15505
15506
15507
15508
15509
15510
15511
15512
15513
15514
15515
15516
15517
15518
15519
15520
15521
15522
15523
15524
15525
15526
15527
15528
15529
15530
15531
15532
15533
15534
15535
15536
15537
15538
15539
15540
15541
15542
15543
15544
15545
15546
15547
15548
15549
15550
15551
15552
15553
15554
15555
15556
15557
15558
15559
15560
15561
15562
15563
15564
15565
15566
15567
15568
15569
15570
15571
15572
15573
15574
15575
15576
15577
15578
15579
15580
15581
15582
15583
15584
15585
15586
15587
15588
15589
15590
15591
15592
15593
15594
15595
15596
15597
15598
15599
15600
15601
15602
15603
15604
15605
15606
15607
15608
15609
15610
15611
15612
15613
15614
15615
15616
15617
15618
15619
15620
15621
15622
15623
15624
15625
15626
15627
15628
15629
15630
15631
15632
15633
15634
15635
15636
15637
15638
15639
15640
15641
15642
15643
15644
15645
15646
15647
15648
15649
15650
15651
15652
15653
15654
15655
15656
15657
15658
15659
15660
15661
15662
15663
15664
15665
15666
15667
15668
15669
15670
15671
15672
15673
15674
15675
15676
15677
15678
15679
15680
15681
15682
15683
15684
15685
15686
15687
15688
15689
15690
15691
15692
15693
15694
15695
15696
15697
15698
15699
15700
15701
15702
15703
15704
15705
15706
15707
15708
15709
15710
15711
15712
15713
15714
15715
15716
15717
15718
15719
15720
15721
15722
15723
15724
15725
15726
15727
15728
15729
15730
15731
15732
15733
15734
15735
15736
15737
15738
15739
15740
15741
15742
15743
15744
15745
15746
15747
15748
15749
15750
15751
15752
15753
15754
15755
15756
15757
15758
15759
15760
15761
15762
15763
15764
15765
15766
15767
15768
15769
15770
15771
15772
15773
15774
15775
15776
15777
15778
15779
15780
15781
15782
15783
15784
15785
15786
15787
15788
15789
15790
15791
15792
15793
15794
15795
15796
15797
15798
15799
15800
15801
15802
15803
15804
15805
15806
15807
15808
15809
15810
15811
15812
15813
15814
15815
15816
15817
15818
15819
15820
15821
15822
15823
15824
15825
15826
15827
15828
15829
15830
15831
15832
15833
15834
15835
15836
15837
15838
15839
15840
15841
15842
15843
15844
15845
15846
15847
15848
15849
15850
15851
15852
15853
15854
15855
15856
15857
15858
15859
15860
15861
15862
15863
15864
15865
15866
15867
15868
15869
15870
15871
15872
15873
15874
15875
15876
15877
15878
15879
15880
15881
15882
15883
15884
15885
15886
15887
15888
15889
15890
15891
15892
15893
15894
15895
15896
15897
15898
15899
15900
15901
15902
15903
15904
15905
15906
15907
15908
15909
15910
15911
15912
15913
15914
15915
15916
15917
15918
15919
15920
15921
15922
15923
15924
15925
15926
15927
15928
15929
15930
15931
15932
15933
15934
15935
15936
15937
15938
15939
15940
15941
15942
15943
15944
15945
15946
15947
15948
15949
15950
15951
15952
15953
15954
15955
15956
15957
15958
15959
15960
15961
15962
15963
15964
15965
15966
15967
15968
15969
15970
15971
15972
15973
15974
15975
15976
15977
15978
15979
15980
15981
15982
15983
15984
15985
15986
15987
15988
15989
15990
15991
15992
15993
15994
15995
15996
15997
15998
15999
16000
16001
16002
16003
16004
16005
16006
16007
16008
16009
16010
16011
16012
16013
16014
16015
16016
16017
16018
16019
16020
16021
16022
16023
16024
16025
16026
16027
16028
16029
16030
16031
16032
16033
16034
16035
16036
16037
16038
16039
16040
16041
16042
16043
16044
16045
16046
16047
16048
16049
16050
16051
16052
16053
16054
16055
16056
16057
16058
16059
16060
16061
16062
16063
16064
16065
16066
16067
16068
16069
16070
16071
16072
16073
16074
16075
16076
16077
16078
16079
16080
16081
16082
16083
16084
16085
16086
16087
16088
16089
16090
16091
16092
Wizard Code
A View on Low-Level Programming DRAFT VERSION 4

Tuomo Petteri Venäläinen

November 27, 2016

2

Ramblings on hacking low-level and other kinds of code.

Copyright (C) 2008-2012 Tuomo Petteri Venäläinen

Part I

Table of Contents

3

Contents

I Table of Contents

II

Ideas

III Preface

1 Forewords

.

.

.

.
.
.
.
.
.

.
.
.
.
.
.

.
.
.
.
.
.

1.1 First Things .

Preface .
.

.
1.1.1 Thank You .
.
.
1.1.2
.
1.1.3 Goals .
.
1.1.4 Rationale .
.
1.1.5 C Language .

. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
Software Development . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .

1.1.5.1 Overview . .
1.1.5.2 History .
Future .
1.1.5.3
.

1.1.6 KISS Principle .
1.1.7
1.1.8 Conclusions .
1.2 Suggested Reading .

.
. .
.

. . . . .

.
.

.
.

.
.

2 Overview

IV Notes on C

3 C Types

3.1 Base Types
.
3.2 Size-Specific Types .

.

.

.

.

.
.

.
.

.
.

.

.

.

.

Fast Types

3.2.1 Explicit-Size Types .
3.2.2
.
3.2.3 Least-Width Types .
.

3.3 Other Types .
.
3.4 Wide-Character Types
.
3.5 Aggregate Types
.

.
Structures .
3.5.1.1

.
.
.
.
.
.
Examples

3.5.1

.
.
.
.

.

.

.

. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . .
.

3

13

17

21
21
21
22
22
22
23
23
23
24
24
25
25
26

27

29

31
31
32
32
32
33
33
34
34
34
35

5

6

CONTENTS

.

.

.

.

. .

3.8

3.7

. . .

. . .

. . .

3.6 Arrays .

. . .
. . . .
. .
. . . .

3.5.2 Unions
3.5.3 Bitfields .
.

.
3.6.1 Example
.
.
.
typedef
3.7.1 Examples . .
sizeof
.
.
.
.
3.8.1 Example
.
offsetof
3.9.1 Example

. . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
3.10 Qualifiers and Storage Class Specifiers . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . .

. . . .
3.10.1 const
. . . .
3.10.2 static
3.10.3 extern . . . .
3.10.4 volatile . . .
. . .
3.10.5 register
. . . .
.

. . . .
. .
. . . .
. .

. . .
. . .
. . .
. . .
. . .

3.11 Type Casts .

. . .

. . .

3.9

.

.

.

.

void Pointers

4 Pointers
. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
4.1
.
. . . . . . . . . . . . . . . . . . . . . . . . .
4.2 Pointer Basics .
. . . .
. . . . . . . . . . . . . . . . . . . . . . . . .
4.3 Pointer Arithmetics . .
. . . . . . . . . . . . . . . . . . . . . . . . .
. . . .
4.4 Object Size .

.

5 Logical Operations
5.1 C Operators .

.

5.1.1 AND . . . .
5.1.2 OR .
. . . .
5.1.3 XOR . . . .
5.1.4 NOT . . . .
5.1.5 Complement

. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .

. . .
. . .
. . .
. . .
.

. . .

6 Memory

6.1 Alignment .
6.2 Word Access

.

. . .
. . .

. . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . .

7 System Interface
7.1 Signals .
.
7.2 Dynamic Memory .

. .

.

.

7.2.1 Heap . . . .
. . .
7.2.2 Mapped Memory .

. . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .

8 C Analogous to Assembly

8.1

’Pseudo-Assembly’ . . . . . . . . . . . . . . . . . . . . . . . . . . .
Pseudo Instructions . . . . . . . . . . . . . . . . . . . . . . .
8.1.1
8.2 Addressing Memory . . . . . . . . . . . . . . . . . . . . . . . . . .
8.3 C to Assembly/Machine Translation . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . .

. . .
. . .
if - else if - else
. . .
switch .

8.3.1 Branches

8.3.1.1
8.3.1.2

35
36
36
36
37
37
38
38
38
38
39
39
39
40
41
41
41

43
43
43
44
44

47
47
47
47
48
48
48

49
49
49

51
51
52
54
54

55
55
55
56
56
56
56
57

CONTENTS

.

.
.

.
.
for

.
8.3.2 Loops .
8.3.2.1
.
8.3.2.2 while .
8.3.2.3
Function Calls

8.3.3

do-while . .
.

.

.

.
. .
.

. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .

. . . . .

.
.
.

9 C Run Model

.

.

.

.

.

.
.

.
.

9.1.1

9.1 Code Execution .

9.1.2 TEXT Segment .
.
9.1.3 RODATA Segment
.
9.1.4 DATA Segment .
.
.
9.1.5 BSS Segment .
.
9.1.6 DYN Segment
.
.
STACK Segment
9.1.7
.
.
.
.
9.2 C Interface
Stack .
.
.
.
9.2.1
9.2.1.1
Frame Pointer .
.
Program Counter aka Instruction Pointer

.
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
Program Segments .
9.1.1.1 Minimum Segmentation . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . .
. .
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.
.
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
.
.
. . . . . . . . . . . . . . . . . . . . . .
.
Stack Pointer . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
Function Arguments . . . . . . . . . . . . . . . . .
Return Value . . . . . . . . . . . . . . . . . . . . .
i386 Function Calls . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
Interface
. . . . . . . . . . . . . . . . . . . . .
9.3.1.1
. . . . . . . . . . . . . . . . . . . . . .
Implementation .
IA-32 implementation . . . . . . . . . . . . . . . .
9.3.2.1
9.3.2.2 X86-64 Implementation . . . . . . . . . . . . . . .
9.3.2.3 ARM Implementation . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
setjmp.c .

9.2.2
9.2.3
9.2.4 Automatic Variables
.
Stack Frame
9.2.5
.
Function Calls
9.2.6
9.2.6.1
9.2.6.2
9.2.6.3

9.3 Nonlocal Goto; setjmp() and longjmp()

9.3.1

9.3.2

9.3.3

.
.
<setjmp.h> .

.
.

.
.

.

.

.

.

.

.

.

.

.

.

.

.

.

.

.

V Computer Basics

.
.

.
.

.
.

.
.

.
.

10 Basic Architecture
.
10.1 Control Bus .
10.2 Memory Bus
.
10.3 Von Neumann Machine .
.
.
.
.

.
10.3.1 CPU .
10.3.2 Memory .
.
10.3.3 I/O .
.
10.4 Conclusions .

.
.
.
.

.
.
.
.

.
.
.
.

.
.

.

.
.
.
.
.
.
.

. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.
.
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .

7

58
58
59
59
60

63
64
64
64
64
64
65
65
65
65
66
66
66
66
66
66
67
67
68
68
69
71
72
72
72
73
74
77
79

81

85
85
85
85
86
86
86
86

CONTENTS

8

VI Numeric Values

11 Machine Dependencies
. . .
. . .

11.1 Word Size .
11.2 Byte Order

.
.

12 Unsigned Values

. . .
. . .

. . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . .

. . .

. . . . . . . . . . . . . . . . . . . . . . . . . .
12.1 Binary Presentation .
. . . . . . . . . . . . . . . . . . . . . . . .
12.2 Decimal Presentation . .
12.3 Hexadecimal Presentation . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . .
12.4 Octal Presentation .
. . . . . . . . . . . . . . . . . . . . . . . . .
12.5 A Bit on Characters . .
. . . . . . . . . . . . . . . . . . . . . . . . . .
12.6 Zero Extension . . .
. . . . . . . . . . . . . . . . . . . . . . . .
12.7 Limits .
. . . . . . . . . . . . . . . . . . . . . . . .
12.8 Pitfalls .
. . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . .

.
.
12.8.1 Underflow . .
12.8.2 Overflow . .

. . .
. . .

. . .
. . .

.
.

.
.

13 Signed Values

13.1 Positive Values
. . .
13.2 Negative Values . . .

. . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
13.2.1 2’s Complement
13.2.2 Limits . .
. . . . . . . . . . . . . . . . . . . . . . .
13.2.3 Sign Extension . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
13.2.4 Pitfalls
. . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . .

13.2.4.1 Underflow . . . . .
. . . . .
13.2.4.2 Overflow .

. . . . .

. . . . .

. .

. .

14 Floating Point Numeric Presentation
.

. . .

. .

.

.

. .
. .

. . . . . . . . . . . . . . . . . . . . . . . . .
14.1 Basics .
14.2 IEEE Floating Point Presentation . . . . . . . . . . . . . . . . . . . .
14.2.1 Significand; ’Mantissa’ . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . .
14.2.2 Exponent
. . . . . . . . . . . . . . . . . . . . . . . . . .
14.2.3 Bit Level
14.2.4 Single Precision . . . . . . . . . . . . . . . . . . . . . . . .
14.2.4.1 Zero Significand .
. . . . . . . . . . . . . . . . . .
14.2.4.2 Non-Zero Significand . . . . . . . . . . . . . . . .
14.2.5 Double Precision . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . .
. .
. . . . . . . . . . . . . . . . . . . . . .
14.2.6.1 80-Bit Presentation . . . . . . . . . . . . . . . . .
14.3 i387 Assembly Examples . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .

14.3.1 i387 Header .
14.3.2 i387 Source . . . . .

14.2.6 Extended Precision .

14.2.5.1 Special Cases

VII Machine Level Programming

15 Machine Interface

15.1 Compiler Specification .

. . . . . . . . . . . . . . . . . . . . . . . .

89

93
93
94

97
97
97
98
99
99
99
100
100
100
100

103
103
103
103
104
104
104
104
104

105
105
106
106
106
106
107
107
107
108
108
108
108
109
109
109

115

117
117

CONTENTS

15.1.1 <cdecl.h> .

.
15.2 Machine Definition .
.

15.2.1 <mach.h> .

.
.
.

.
.
.

16 IA-32 Register Set

16.1 General Purpose Registers
.
16.2 Special Registers
.
.
16.3 Control Registers .

.
.

.
.

17 Assembly

.
.
.

.
.

. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
.

. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .

17.1 AT&T vs. Intel Syntax .

.

. . . . . . . . . . . . . . . . . . . . . . .
17.1.1 Syntax Differences .
. . . . . . . . . . . . . . . . . . . . . .
17.1.2 First Linux Example . . . . . . . . . . . . . . . . . . . . . .
17.1.3 Second Linux Example . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . .

17.1.3.1 Stack Usage .

18 Inline Assembly
.
18.1 Syntax .

18.2 Constraints

.

.

.
.
.

.
.
.

.
.
.

.
.
.

.
.
.

.
18.1.1 rdtsc() .
.

. . . . . . . . . . . . . . . . . . . . . . .
.
.
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . . .
.
.
. . . . . . . . . . . . . . . . . . . . . .
.
18.2.1 IA-32 Constraints .
. . . . . . . . . . . . . . . . . . . . . .
18.2.2 Memory Constraint .
18.2.3 Register Constraints
. . . . . . . . . . . . . . . . . . . . . .
18.2.4 Matching Constraints . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . .
18.2.5 Other Constraints .
. . . . . . . . . . . . . . . . . . . . . .
18.2.6 Constraint Modifiers . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
.

.
18.3.1 Memory Barrier

18.2.4.1 Example; incl

.
.

.

.

18.3 Clobber Statements .

19 Interfacing with Assembly
.

19.1 alloca()

.

.

.

.
.
.
19.1.1 Implementation .
.
19.1.2 Example Use .

.

.

.
.
.

. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.

VIII Code Style

.
.

.
.
.

.
.
.

.
.
.

.
.
.

.
.
.
.

20 A View on Style
.
20.1 Concerns
20.2 Thoughts
.
20.3 Conventions .

.
.
.
.
.
.
20.3.1 Macro Names .
.
20.3.2 Underscore Prefixes
.
20.3.3 Function Names
.
20.3.4 Variable Names .
.
.
20.3.5 Abbreviations .
.
.
20.4 Naming Conventions .
.
.
.
20.5 Other Conventions

.

. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.
.
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .

9

117
118
118

119
119
119
119

121
121
122
122
123
124

127
127
127
129
129
129
129
129
129
130
130
130
130

131
131
132
133

135

137
137
138
139
139
140
140
140
141
143
144

CONTENTS

147

10

IX Code Optimisation

21 Execution Environment

21.1 CPU Internals . . . .

. . . . . . . . . . . . . . . . . . . . . . . . . .
21.1.1 Prefetch Queue . . . . . . . . . . . . . . . . . . . . . . . . .
21.1.2 Pipelines
. . . . . . . . . . . . . . . . . . . . . . . . . .
21.1.3 Branch Prediction . . . . . . . . . . . . . . . . . . . . . . . .

. .

22 Optimisation Techniques

22.6 Bit Operations . .

22.7 Small Techniques . .

22.8 Memory Access . . .
.

22.1 Data Dependencies . . .
22.2 Recursion Removal
22.3 Code Inlining . . .
22.4 Unrolling Loops . . .

.
. . .

22.5 Branches

.

. . .

. . .

. . . . .

22.4.1 Basic Idea .

22.5.3 Jump Tables

22.5.2.1 Duff’s Device . .

.
.
22.5.1 if - else if - else . . .
. . . . .
22.5.2 switch . . .

. . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . .
22.6.1 Karnaugh Maps . . . . . . . . . . . . . . . . . . . . . . . . .
22.6.2 Techniques and Tricks . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . .
22.7.1 Constant Folding . . . . . . . . . . . . . . . . . . . . . . . .
22.7.2 Code Hoisting . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . .
. . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
22.8.3.1 Cache Prewarming . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
22.10.4.1 Example Implementation . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . .
22.11.2 Fade In/Out Effects . . . . . . . . . . . . . . . . . . . . . . .

22.10.1 Bit Flags
22.10.2 Lookup Tables
22.10.3 Hash Tables . . . . .
22.10.4 The V-Tree . . . . .

22.8.1 Alignment
22.8.2 Access Size . . . . .
22.8.2.1 Alignment
. . . . .

22.9.1.1 Algorithms . . . .
22.9.1.2 Statistics . . . .
. . .
.

22.11.1.1 C Routines . . .
22.11.1.2 MMX Routines
22.11.1.3 Cross-Fading Images

22.11.1 Alpha Blending . . .

22.8.3 Cache . . .

. . .
.

. . . . .

. . . . .

. . .

. . .

.

22.9 Code Examples .
22.9.1 pagezero()

22.11Graphics Examples . .

22.10Data Examples

149
149
149
149
149

151
151
152
153
154
154
155
155
155
155
157
158
159
159
160
160
160
161
161
161
161
162
162
162
162
163
169
179
179
179
180
180
180
189
190
191
195
197
197

CONTENTS

X Code Examples

23 Zen Timer

23.1 Implementation .

. . . . . . . . . . . . . . . . . . . . . . .
23.1.1 Generic Version; gettimeofday() . . . . . . . . . . . . . . . .
23.1.2 IA32 Version; RDTSC . . . . . . . . . . . . . . . . . . . . .

.

.

.

.

.

24 C Library Allocator
.

24.1 Design .

.

.

.

.

.

.
24.2 Implementation .

.
.
24.1.1 Buffer Layers .
.
24.1.2 Details
.

.
.
.
.
24.2.1 UNIX Interface .
.
24.2.2 Source Code .

.
.

.
.

.
.
.
.
.
.

. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
.
.
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.

A Cheat Sheets

A.1 C Operator Precedence and Associativity . . . . . . . . . . . . . . .

B A Bag of Tricks

C Managing Builds with Tup
.
.

C.1 Overview .
C.2 Using Tup .

.
.

.
.

.
.

.
.

.
.
C.2.1 Tuprules.tup .
.
C.2.2 Tup Syntax .
.
.
.
C.2.3 Variables
.
.
.
.
C.2.4 Rules .
.
.
.
C.2.5 Macros .
.
.
C.2.6 Flags
.
.
.
.
C.2.7 Directives .

.

.
.
.
.
.
.
.
.
.

.
.
.
.
.
.
.
.
.

. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . .
. .
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.
. . . . . . . . . . . . . . . . . . . . . .
.

11

201

203
203
203
204

205
205
205
206
207
207
209

247
248

249

259
259
260
260
260
260
261
262
262
262

12

CONTENTS

Part II

Ideas

13

15

I think this book should take a closer look on ARM assembly; ARM processors are very
common in systems such as smart phones, and provide a power- and budget-friendly
way to get into computing for people such as our children. One page to check out is

http://www.raspberrypi.org/;

the Raspberry Pi seems to be a quite useful, ultra-low cost computer with USB ports,
Ethernet, and other modern features. I would strongly recommend it for projects such
as learning assembly programming. A big thank you for Jeremy Sturdivant for pro-
viding me a Raspi. :D

16

Part III

Preface

17

19

Draft 4

Draft number 4 contains fixes in implementation of the C library nonlocal goto interface
with setjmp() and longjmp() functions. The assembly statements are now declared
__volatile__ and as single assembly statement to keep them safer from enemies such as
compiler optimisations as suggested by the GNU C Compiler info page as well as some
friendly folks on IRC on Freenode. :) In other words the code should be more robust
and reliable now. Notice how elegant the ARM implementation is; ARM assembly is so
cool it makes me want to program in assembly, something rare to nonexistent on most
PC architectures. I wonder if Intel and friends should release stripped-down versions
of their instruction sets in new CPU modules and back the plan up with support from
C compilers and other software. Books such as the Write Great Code series by Randall
Hyde,

see: http://www.writegreatcode.com/

could have suggestions for minimal versions of the wide-spread X86 instruction sets;
I’d look into using mostly IA-32 and X86-64 operations. As per competition, I’d give
everything I have for access to 64-bit ARM workstations; hopefully some shall pop
up in the market in due time...

Draft 2

This draft, version 2, has some rewordings, fixes typos and mistakes, and cleans a few
small things up. I found some mistakes in the code snippets as well.

20

Chapter 1

Forewords

This book started as a somewhat-exhaustive paper on computer presentation of integral
numeric values. As time went on, I started combining the text with my older and new
ideas of how to teach people to know C a bit deeper. I’m in the hopes this will make
many of the readers more fluent and capable C programmers.

1.1 First Things

Dedicated to my friends who have put up with me through the times of good and bad
and all those great minds behind good software such as classic operating systems and
computer games.

Be strong in the spirit,
the heart be thy guide,
Love be thy force,
life be thy hack.

1.1.1 Thank You

Big thanks to everyone who’s helped me with this book in the form of comments and
suggestions; if you feel I have forgotten to include your name here, please point it out...
As I unfortnately forgot to write some names down when getting nice feedback on IRC,
I want to thank the IRC people on Freenode collectively for helping me make the book
better.

(cid:15) Dale ’swishy’ Anderson
(cid:15) Craig ’craig’ Butcher
(cid:15) Ioannis Georgilakis
(cid:15) Matthew ’kinetik’ Gregan
(cid:15) Hisham ’CodeWarrior’ Mardam Bey

21

22

CHAPTER 1. FOREWORDS

(cid:15) Dennis ’dmal’ Micheelsen
(cid:15) Andrew ’Deimos’ Moenk
(cid:15) Michael ’doomrobo’ Rosenberg
(cid:15) Martin ’bluet’ Stensgård
(cid:15) Jeremy ’jercos’ Sturdivant
(cid:15) Vincent ’vtorri’ Torri
(cid:15) Andrew ’awilcox’ Wilcox
(cid:15) Timo Yletyinen

1.1.2 Preface

Wizard Code

Wizard Code is intended to provide a close look on low-level programming using the
ISO C and sometimes machine-dependent assembly languages. The idea is to gather
together information it took me years to come by into a single book. I have also in-
cluded some examples on other types of programming. This book is GNU- and UNIX-
friendly.

1.1.3 Goals

One of the goals of this book is to teach not only how to optimise code but mostly how
to write fast code to start with. This shows as chapters dedicated to optimisation topics
as well as performance measurements and statistics for some of the code in this book.

I hope this book satisfies both budding young programmers and experienced ones.
Have fun and keep the curious spirit alive.

1.1.4 Rationale

Why C?

One of the reasons I chose C as the language of preference is that it’s getting hard
to find good information on it; most new books seem to concentrate on higher-level
languages such as Java, Perl, Python, Ruby, and so on - even new books on C++ don’t
seem to be many these days. Another reason for this book is that I have yet to see a
book on the low-level aspects of C as a close-to-machine language.

Know the Machine

I think every programmer will still benefit from knowing how the machine works at the
lowest level. As a matter of fact, I consider this knowledge crucial for writing high-
performance applications, including but not limited to operating system kernels and
system libraries.

GNU & UNIX

1.1. FIRST THINGS

23

Where relevant, the example programs and other topics are UNIX- centric. This is
because, even though things are getting a bit awkward in the real world, UNIX is, deep
in its heart, a system of notable elegance and simplicity.

As they’re practically de facto standards today, I chose to use the GNU C Compiler
and other GNU tools for relevant parts of this book. For the record, Linux has been my
kernel of choice for one and a half decades. Some of the freely available programming
tools such as Valgrind are things you learn to rely on using Linux.

1.1.5 C Language

1.1.5.1 Overview

Personal View

I consider the C language the biggest contribution to software ever.

C is Low-Level

C is a low-level programming language. It was designed to have an efficient memory
abstraction - memory addresses are represented as pointers. Basic C operations map
to common machine instructions practically one-to-one. More complex operations are
consistently implemented in the standard library and system libraries. The runtime
requirements are very small. There exists a minimalistic but efficient standard library
that is a required part of C implementations. I think it’s good to say it shares much of
the elegance of early versions of UNIX.

C is Simple

C is a simple language. It doesn’t take long to learn the base for the whole language,
but it takes a long while to master it; assuming mastering it is a possibility.

C is Powerful

C is a powerful language. Pretty much no other language, short of assembly and C++,
lets you do everything C does - for the good and bad.

If you can’t do it in C, do it in assembly.

“If you can’t do it in assembly, it’s not worth doing.” C has long been the language of
choice for programmers of operating system kernels, scientific applications, computer
games, graphical applications, and many other kinds of software. There are plenty of
new languages and a bit of everything for everyone around, but C has kept its place as
what I call the number one language in the history of computer programming. What-
ever it is that you do, you have almost total control of the machine. Mixed with a bit
of inline and very rarely - unless you want to - raw assembly lets you do practically
everything you can with a microprocessor.

1.1.5.2 History

The Roots

24

CHAPTER 1. FOREWORDS

The roots of the C language lead to the legendary AT&T Bell Laboratories around the
turn of the 1960’s and 1970’s. Dennis Ritchie and other system hackers, most notably
Ken Thompson, needed a relatively machine-independent language to make it easier to
implement their new operating system, UNIX, in a more portable way.

Legend has it that UNIX actually started from a project whose purpose was to create
a computer game for an old PDP machine. I guess games aren’t all bad for inspira-
tion; another story tells that FreeBSD’s Linux emulation started as an attempt to make
’Frisbee’ run Linux versions of Doom.

1.1.5.3 Future

System Language

C is a traditional system language, and will very likely - even hopefully - continue
its existence as the language of choice for low-level programmers. Operating system
kernels can be implemented as stand-alone programs, but still require some assem-
bly programming. Most if not all common compilers allow relatively easy mixing of
assembly-language statements with C code; with a bit of care, you can command the
machine with its native instructions from C code quite easily and seamlessly.

Minimalistic Approach

With its minimalistic runtime requirements, machine-friendly data and code presenta-
tion, and relative ease of implementing custom libraries, C makes a great language for
development on embedded systems. Even though C is a great language for program-
ming high-speed applications for the desktop, the crazy amount of CPU horsepower
in modern PCs often makes other, higher-level languages more desirable for desktop
application development. However, typical embedded devices such as mobile phones
have more dire requirements for code speed and size. Hence, I predict a long and pros-
perous life for the C language, which many of us love - and sometimes hate - with
passion. :)

Code Speed

On the desktop, C still has its place in development of multimedia and other appli-
cations with extreme speed requirements. C excels at things such as direct hardware
access.

System Language

As a system language, C is and, in my opinion, should be an obvious choice for devel-
oping operating system kernels and other system software with.

1.1.6 KISS Principle

Simplicity

The KISS principle - Keep It Simple, Silly/Stupid - states that simplicity is a key goal
and that complexity should be avoided; in this case, particularly in computer software
development. Perhaps it also hints, in this context, at the ease of creating programs no
one else can understand.

1.1. FIRST THINGS

Elegance

25

It’s not necessarily obvious how much work it takes to find the essence of problems
being solved. Software developers had better not be judged in terms of how many
code lines they can produce - a much better measure would be how few lines they can
solve problems with. What the number of code lines doesn’t reveal is how many dead
ends and mediocre solutions it required to come up with a hopefully elegant and clean
solution.

Do What You Need to

To summarize the KISS principle for software development, do what you need to and
only what you need to. The simpler and fewer your operations, the faster the code. The
fewer lines of code, the fewer bugs.

1.1.7 Software Development

One-Man Projects

There are as many ways to develop software as there are software developers. I’m keen
on one-man projects, perhaps mostly because I’m still learning. In fact, I think one
of the really cool things about software development is that you never run out of new
things to learn. The field of software is relatively new and still taking form. New ways
to solve problems are being invented all the time.

The good things about one-man projects include no communication overhead and the
possibility for one person to know the whole system inside-out. Implementation and
design can be done simultaneously and mistakes fixed as they emerge.

Philosophy

For software development, as well as all creative work, I suggest following the way of
the empty mind. Close out all unnecessary distractions, become one with what you do,
think it, feel it, do it. Find total concentration with nothing but the task at hand in your
mind.

Art

Software is written expression, information, knowledge - software is art.

1.1.8 Conclusions

Essence

To develop great software, look for the essence of things. Keep your data structures
and code simple. Experiment with solutions, learn from the bad ones, try new ones.
Even though there may be no perfection, it’s still a good thing to reach for.

Statement

C is alive and a-rockin’!

26

CHAPTER 1. FOREWORDS

1.2 Suggested Reading

Books

Author(s)
Booth, Rick

Hyde, Randall

Hyde, Randall

Lamothe, Andre

Lions, John

Maxfield, Clyde

Book & ISBN
Inner Loops
0-201-47960-5
WRITE GREAT CODE, Volume 1: Understanding the Machine
1-59327-003-8
WRITE GREAT CODE, Volume. 2: Thinking Low-Level, Writing High-Level
1-59327-003-8
Black Art of 3D Game Programming
1-57169-004-2
Lions’ Commentary on UNIX 6th Edition with Source Code
1-57398-013-7
The Definitive Guide to How Computers do Math
0-471-73278-8

Warren, Henry S. Hacker’s Delight

0-201-91465-4

Chapter 2

Overview

A Look at C

This books starts with a look at the C programming language. It’s not written to be
the first course on C, but instead for programmers with some knowledge of the lan-
guage. The readers will get a grasp of some aspects of the ’new’ version of the lan-
guage (’C99’, ISO/IEC 9899) as well as other language basics. You will gain in-depth
knowledge of C’s stack-based execution, i.e. how code operates at machine level.
There is a bit of information about using C for system programming (signals, mem-
ory model) too, including a reasonably good standard library (malloc-style) dynamic
memory allocator. Pointers have their own chapter.

Compiler Optimisations

For most code in this book, the GCC flag -O is the best optimisation level to use.
At times, the code may run slower if you use -O2 and beyond. Where specific opti-
misations need to be enabled or disabled, I try to hint you at it. In particular, some
routines depend on ’standard’ use of frame pointer, hence it’s necessary to give GCC
the -fno-omit-frame-pointer flag for building correct code.

Basic Computer Architecture

Next we shall move on to basic computer architecture, followed by chapters describing
how computers represent numerical data internally. I will cover things such as integer
overflows and underflows; hopefully this could make spotting some of the more exotic
bugs easier. We are going to take a somewhat-quick look at how IEEE standard floating
point values are represented as well.

C and Assembly

The book continues with lower-level programming. We will see examples of special
compiler attributes (e.g. __packed__, __aligned__) that give us more control on our
code’s behavior. There’s a chapter on i386 machine architecture. We’ll learn a bit about
i386 assembly in general and using it with GCC and the other GNU tools in particular.
We will take a look at inline assembly and learn how to implement the setjmp() and
longjmp() standard library functions; these are one of the trickiest parts to implement
in a standard library in some ways.

27

28

Code Style

CHAPTER 2. OVERVIEW

There is a part in this book dedicated to code style to emphasize it’s an important aspect
of software development.

Code Optimisation

Code optimisation, as one of the things I’m keen on about programming, has a dedi-
cated set of chapters. We will first take a quick look at some machine features and then
roll our sleeves and start looking at how to write fast code. The Examples section has
a couple of pretty neat graphics algorithms. We implement simple tools to measure the
speed of our code in the section Zen Timer; the name Zen timer originally came from
Michael Abrash who has worked on such classic pieces of software as Quake.

A Bag of Tricks

As an easter egg to those of you who enjoy coding tricks, there’s a chapter called A Bag
of Tricks. There we take a look at some often quite-creative small techniques gathered
from sources such as the legendary MIT HAKMEM, the book Hacker’s Delight by
Henry S. Warren of IBM, as well as other books and the Internet. The implementations
are by myself and it would be nice to get comments on them.

The i386

Next in this book, we shall get deeper into the world of the i386 as well as take a look
at its details from the perspective of kernel programmers.

Author’s Comments

All in all, I have written about things I learnt during the course of the last decade or
so. Instead of being highly theoretical, I tried to write a book which concentrates on
’practical’ things, shows some interesting tricks, and perhaps gives you deeper insight
to the world of computers. I hope this book makes some of you better programmers.

With that being said, let’s start rockin’ and a-rollin’! :)

Part IV

Notes on C

29

Chapter 3

C Types

This section doesn’t attempt to be a primer on C types; instead, I cover aspects I con-
sider to be of importance for low-level programming.

3.1 Base Types

The system-specific limits for these types are defined in <limits.h>.

It is noteworthy that you cannot use sizeof() at preprocessing time. Therefore, system
software that depends on type sizes should use explicit-size types or machine/compiler-
dependent declarations for type sizes, whichever strategy is feasible for the situation.

TODO: different data models (LP64, LLP64, ...)

Type
char
short
int
long
long long

Typical Size Origin
8 bits
C89
16 bits
C89
C89
32 bits
32 or 64 bits C89
64 bits

C99; used widely before

Common Assumptions

Please note that the typical sizes are by no means carved in stone, even though such
assumptions are made in too many places. The day someone decides to break these
assumptions will be judgment day in the software world.

Native Words

Note that the typical size for long tends to be 32 bits on machines with 32-bit [max-
imum] native word size, 64 bits on 64-bit architectures. Also note that the i386 CPU
and later 32-bit CPUs in the Intel-based architectures do support a way to present 64-
bit values using two registers. One particular source of problems when porting from
32-bit to 64-bit platforms is the type int. It was originally designed to be a ’fast word’,
but people have used it as ’machine word’ for ages; the reason for so many trouble

31

32

CHAPTER 3. C TYPES

is that it tends to be 32-bit on 64-bit architectures (as well as 32-bit). Luckily, that’s
mostly old news; you can use specified-size types introduced in C99.

Char Signedness

The signedness of char is compiler-dependent; it’s usually a good idea to use unsigned
char explicitly. These types can be declared signed or unsigned, as in unsigned char,
to request the desired type more explicitly. The type long long existed before C99 in
many compilers, but was only standardised in C99. One problem of the old days was
code that wasn’t ’8-bit clean’ because it represented text as [signed] chars. Non-ASCII
text presentations caused problems with their character values greater than 127 (0x7f
hexadecimal).

3.2 Size-Specific Types

Fewer Assumptions

One of the great things about C99 is that it makes it easier, or, should I say, realistically
possible, to work when you have to know sizes of entities. In the low-level world, you
basically do this all the time.

3.2.1 Explicit-Size Types

The types listed here are defined in <stdint.h>.

The advent of C99 brought us types with explicit widths. The types are named uintW_t
for unsigned, and intW_t for signed types, where W indicates the width of the types
in bits. These types are optional.

Unsigned
uint8_t
uint16_t
uint32_t
uint64_t

Signed
int8_t
int16_t
int32_t
int64_t

These types are declared in <stdint.h>. There are also macros to declare 32-bit and 64-
bit constants; INT32_C(), UINT32_C(), INT64_C() and UINT64_C(). These macros
postfix integral values properly, e.g. typically with ULL or UL for 64-bit words.

3.2.2 Fast Types

The types listed here are defined in <stdint.h>

The C99 standard states these types to be specified for the fastest machine-types capa-
ble of presenting given-size values. The types below are optional.

3.3. OTHER TYPES

33

Unsigned
uint_fast8_t
uint_fast16_t
uint_fast32_t
uint_fast64_t

Signed
int_fast8_t
int_fast16_t
int_fast32_t
int_fast64_t

The numbers in the type names express the desired width of values to be represented
in bits.

3.2.3 Least-Width Types

The types listed here are defined in <stdint.h>

The C99 standard states these types to be specified for the minimum- size types capable
of presenting given-size values. These types are optional.

Unsigned
uint_least8_t
uint_least16_t
uint_least32_t
uint_least64_t

Signed
int_least8_t
int_least16_t
int_least32_t
int_least64_t

The numbers in the type names express the desired width of values to be represented
in bits.

3.3 Other Types

This section introduces common types; some of them are not parts of any C standards,
but it might still help to know about them.

Memory-Related

size_t is used to specify sizes of memory objects in bytes. Note that some older systems
are said to define this to be a signed type, which may lead to erroneous behavior.

ssize_t is a signed type used to represent object sizes; it’s typically the return type for
read() and write().

ptrdiff_t is defined to be capable of storing the difference of two pointer values.

intptr_t and uintptr_t are, respectively, signed and unsigned integral types defined
to be capable of storing numeric pointer values. These types are handy if you do
arithmetics beyond addition and subtraction on pointer values.

File Offsets

off_t is used to store and pass around file-offset arguments. The type is signed to allow
returning negative values to indicate errors. Traditionally, off_t was 32-bit, which lead
to trouble with large files (of 231 or more bytes). As salvation, most systems let you
activate 64-bit off_t if it’s not the default; following is a list of a few possible macros
to do it at compile-time.

34

CHAPTER 3. C TYPES

#define _FILE_OFFSET_BITS 64
#define _LARGEFILE_SOURCE 1
1
#define _LARGE_FILES

Alternatively, with the GNU C Compiler, you could compile with something like

gcc -D_FILE_OFFSET_BITS=64 -o proggy proggy.c

3.4 Wide-Character Types

/* TODO: write on these */

(cid:15) wchar_t

(cid:15) wint_t

3.5 Aggregate Types

struct and union

Structures and unions are called aggregates. Note that even though it’s possible to de-
clare functions that return aggregates, it often involves copying memory and therefore,
should usually be avoided; if this is the case, use pointers instead. Some systems pass
small structures by loading all member values into registers; here it might be faster to
call pass by value with structures. This is reportedly true for 64-bit PC computers.

Aggregates nest; it’s possible to have structs and unions inside structs.

To avoid making your structs unnecessarily big, it’s often a good idea to group bitfields
together instead of scattering them all over the place. It might also be good to organise
the biggest-size members first, paying attention to keeping related data fields together;
this way, there’s a bigger chance of fetching several ones from memory in a single
[cacheline] read operation. This also lets possible alignment requirements lead to using
fewer padding bytes.

Compilers such as the GNU C Compiler - GCC - allow one to specify structures to be
packed. Pay attention to how you group items; try to align each to a boundary of its
own size to speed read and write operations up. This alignment is a necessity on many
systems and not following it may have critical impact on runtime on systems which
don’t require it.

Use of global variables is often a bad idea, but when you do need them, it’s a good idea
to group them inside structs; this way, you will have fewer identifier names polluting
the name space.

3.5.1 Structures

struct is used to declare combinations of related members.

3.5. AGGREGATE TYPES

35

3.5.1.1 Examples

struct Example

struct list {

struct listitem *head;
struct listitem *tail;

};

declares a structure with 2 pointers, whereas

Second Example

struct listitem {
unsigned long
struct listitem *prev;
struct listitem *next;

val;

};

declares a structure with two [pointer] members and a value member; these could be
useful for [bidirectional] linked-list implementations.

Structure members are accessed with the operators . and -> in the following way:

struct list

list;

/* assign something to list members */

/* list is struct */
struct listitem *item = list.head;
struct listitem *next;

while (item) {

next = item->next; /* item is pointer */

}

3.5.2 Unions

union Example

union is used to declare aggregates capable of holding one of the specified members at
a time. For example,

union {

long lval;
ival;
int

};

can have ival set, but setting lval may erase its value. The . and -> operators apply for
unions and union-pointers just like they do for structures and structure-pointers.

36

3.5.3 Bitfields

Bitfield Example

CHAPTER 3. C TYPES

Bitfields can be used to specify bitmasks of desired widths. For example,

struct bitfield {

unsigned mask1 : 15;
unsigned mask2 : 17;

}

declares a bitfield with 15- and 17-bit members. Padding bits may be added in-between
mask1 and mask2 to make things align in memory suitably for the platform. Use your
compiler’s pack-attribute to avoid this behavior.

Portability

Note that bitfields used to be a portability issue (not present or good on all systems).
They still pose issues if not used with care; if you communicate bitfields across plat-
forms or in files, be prepared to deal with bit- and byte-order considerations.

3.6 Arrays

Let’s take a very quick look on how to declare arrays. As this is really basic C, I will
only explain a 3-dimensional array in terms of how its members are located in memory.

3.6.1 Example

3-Dimensional Example

int tab[8][4][2];
would declare an array which is, in practice, a flat memory region of 8(cid:3)4(cid:3)2(cid:3)sizeo f (int);
64 ints, that is. Now

tab[0][0][0]

would point to the very first int in that table,

tab[0][0][1]

to the int value right next to it (address-wise),

tab[7][1][0]

to the int at offset
(7 (cid:3) 4 (cid:3) 2 + 1 (cid:3) 4 + 0 (cid:3) 2) = 60, i.e. the 59th int in the table.

Here is a very little example program to initialise a table with linearly growing values.

#include <stdio.h>

int
main(int argc, char *argv[])

3.7. TYPEDEF

37

{

}

int tab[8][4][2];
int i, j, k, ndx = 0;

for (i = 0 ; i < 8 ; i++) {

for (j = 0 ; j < 4 ; j++) {

for (k = 0 ; k < 2 ; k++) {

tab[i][j][k] = ndx++;

}

}

}

One thing to notice here is that using index (or rindex) as an identifier name is a bad
idea because many UNIX systems define them as macros; I use ndx instead of index.

3.7

typedef

C lets one define aliases for new types in terms of existing ones.

3.7.1 Examples

typedef Example

Note that whereas I am using an uninitialised value of w, which is undefined, the value
doesn’t matter as any value’s logical XOR with itself is zero. This is theoretically faster
than explicit assignment of 0; the instruction XOR doesn’t need to pack a zero-word
into the instruction, and therefore the CPU can prefetch more adjacent bytes for better
pipeline parallelism.

typedef long word_t; /* define word_t to long */

word_t w;

w ^= w; /* set w to 0 (zero). */

would define word_t to be analogous to long. This could be useful, for example, when
implementing a C standard library. Given that LONG_SIZE is defined somewhere, one
could do something like

#if (LONG_SIZE == 4)
typedef long uint32_t;
#elif (LONG_SIZE == 8)
typedef long uint64_t;
#else
#error LONG_SIZE not set.
#endif

There would be other declarations for <stdint.h>, but those are beyond the scope of
this section.

38

3.8 sizeof

CHAPTER 3. C TYPES

The sizeof operator lets you compute object sizes at compile-time, except for variable-
length arrays.

3.8.1 Example

Zeroing Memory

You can initialise a structure to all zero-bits with

#include <stat.h>

struct stat statbuf = { 0 };

Note that sizeof returns object sizes in bytes.

3.9

offsetof

C99 Operator

ISO C99 added a handy new operator, offsetof. You can use it to compute offsets of
members in structs and unions at compile-time.

3.9.1 Example

offsetof Example

Consider the following piece of code

#include <stat.h>

size_t szofs;

struct stat statbuf;

szofs = offsetof(statbuf, st_size);

This most likely useless bit of code computes the offset of the st_size field from the
beginning of the struct statbuf. Chances are you don’t need this kind of information
unless you’re playing with C library internals.

3.10. QUALIFIERS AND STORAGE CLASS SPECIFIERS

39

3.10 Qualifiers and Storage Class Specifiers

3.10.1 const

The const qualifier is used to declare read-only data, which cannot be changed using
the identifier given. For example, the prototype of strncpy()

const Example

char *strncpy(char *dest, const char *src, size_t n);

states that src is a pointer to a string whose data strncpy() is not allowed to change.

On the other hand, the declaration

Another Example

char *const str;

means that str is a constant pointer to a character, whereas

char const *str;

would be a pointer to a constant character.

It may help you to better understand constant qualifiers by reading them right to left.

3.10.2 static

File Scope

Global identfiers (functions and variables) declared with the static specifier are only
visible within a file they are declared in. This may let the compiler optimise the code
better as it knows there will be no access to the entities from other files.

Function Scope

The static qualifier, when used with automatic (internal to a function) variables, means
that the value is saved across calls, i.e. allocated somewhere other than the stack.
In practice, you probably want to initialise such variables when declaring them. For
example,

static Example

#define INIT_SUCCESS 0

#include <pthread.h>

pthread_mutex_t initmtx = PTHREAD_MUTEX_INITIALIZER;

void
proginit(int argc, char *argv[])
{

static volatile int initialised = 0;

40

CHAPTER 3. C TYPES

/* only run once */
pthread_mutex_lock(&initmtx);
if (initialised) {

pthread_mutex_unlock(&initmtx);

return;

}

/* critical region begins */
if (!initialised) {

/* initialise program state */

initialised = 1;

}
/* critical region ends */
pthread_mutex_unlock(&initmtx);

return;

}

Comments

The listing shows a bit more than the use of the static qualifier; it includes a critical
region, for which we guarantee single-thread-at-once access by protecting access to
the code with a mutex (mutual exclusion lock).

3.10.3

extern

The extern specifier let’s you introduce entities in other files. It’s often a good idea
to avoid totally-global functions and variables; instead of putting the prototypes into
global header files, if you declare

#include <stdint.h>

uintptr_t baseadr = 0xfe000000;

void
kmapvirt(uintptr_t phys, size_t nbphys)
{

/* FUNCTION BODY HERE */

}

in a source file and don’t want to make baseadr (if you need to use it from other files,
it might be better if not) and kmapvirt() global, you can do this in other files

#include <stdint.h>

extern uintptr_t baseadr;

extern void kmapvirt(uintptr_t, size_t);

3.11. TYPE CASTS

41

Note that you don’t need argument names for function prototypes; the types are neces-
sary for compiler checks (even though it may not be required).

3.10.4 volatile

Usage

You should declare variables that may be accessed from signal handlers or several
threads with the volatile specifier to make the compiler check the value every time it is
used (and eliminate assumptions by the optimiser that might break such code).

3.10.5 register

Usage

The register storage specifier is used to make the compiler reserve a register for a
variable for its whole scope. Usually, it’s better to trust the compiler’s register allocator
for managing registers

3.11 Type Casts

Possible Bottleneck

With integral types, casts are mostly necessary when casting a value to a smaller-width
type. If you’re concerned about code speed, pay attention to what you’re doing; prac-
tice has shown that almost-innocent looking typecasts may cause quite hefty perfor-
mance bottlenecks, especially in those tight inner loops. Sometimes, when making
size assumptions on type, casts may actually break your code.

Sometimes it’s necessary to cast pointers to different ones. For example,

((uintptr_t)u8ptr - (uintptr_t)u32ptr)

would evaluate to the distance between *u8ptr and *u32ptr in bytes. Note that the
example assumes that

(uintptr_t)u8ptr > (uintptr_t)u32ptr

More on pointers and pointer arithmetics in the following chapter.

42

CHAPTER 3. C TYPES

Chapter 4

Pointers

In practice, C pointers are memory addresses. One of the interesting things about C is
that it allows access to pointers as numeric values, which lets one do quite ’creative’
things with them. Note that when used as values, arrays decay to pointers to their first
element; arrays are by no means identical to pointers.

4.1 void Pointers

void * vs. char *

ISO C defines void pointers, void *, to be able to assign any pointer to and from without
explicit typecasts. Therefore, they make a good type for function arguments. Older C
programs typically use char * as a generic pointer type.

It’s worth mentioning that one cannot do arithmetic operations on void pointers directly.

4.2 Pointer Basics

Basic Examples

As an example, a pointer to values of type int is declared like

int *iptr;

You can access the value at the address iptr like

i = *iptr;

and the two consecutive integers right after the address iptr like

i1 = iptr[1];
i2 = iptr[2];

To make iptr point to iptr[1], do

iptr++;

43

44

or

iptr = &iptr[1];

CHAPTER 4. POINTERS

4.3 Pointer Arithmetics

The C Language supports scaled addition and subtraction of pointer values.

To make iptr point to iptr[1], you can do

iptr++; // point to next item; scaled addition

or

iptr += 1;

Similarly, e.g. to scan an array backwards, you can do

iptr--;

to make iptr point to iptr[-1], i.e. the value right before the address iptr.

To compute the distance [in given-type units] between the two pointer addresses iptr1
and iptr2, you can do

diff = iptr2 - iptr1;

Note that the result is scaled so that you get the distance in given units instead of what

(intptr_t)iptr2 - (intptr_t)iptr1;

would result to. The latter is mostly useful in advanced programming to compute the
difference of the pointers in bytes.

If you don’t absolutely need negative values, it is better to use

(uintptr_t)iptr2 - (uintptr_t)iptr1; // iptr2 > iptr1

or things will get weird once you get a negative result (it is going to end up equivalent to
a big positive value, but more on this in the sections discussing numerical presentation
of integral values. Note, though, that this kind of use of the C language may hurt
the maintainability and readability of code, which may be an issue especially on team
projects.

It is noteworthy that C pointer arithmetics works on table and aggregate (struct and
union) pointers as well. It’s the compiler (and sometimes CPU) who scale the arith-
metics of operations such as ++ to work properly.

4.4 Object Size

Memory

Pointer types indicate the size of memory objects they point to. For example,

uint32_t u32 = *ptr32;

4.4. OBJECT SIZE

45

reads a 32-bit [unsigned] value at address ptr32 in memory and assigns it to u32.

Results of arithmetic operations on pointers are scaled to take object size in account.
Therefore, it’s crucial to use proper pointer types [or cast to proper types] when access-
ing memory.

uint32_t *u32ptr1 = &u32;
uint32_t *u32ptr2 = u32ptr1 + 1;

makes u32ptr2 point to the uint32_t value right next to u32 in memory.

In C, any pointer [value] can be assigned to and from void * without having to do
type-casts. For example,

*ptr = &u32;

void
uint8_t *u8ptr = ptr;
uint8_t

u8 = 0xff;

u8ptr[0] = u8ptr[1] = u8ptr[2] = u8ptr[3] = u8;

would set all bytes in u32 to 0xff (255). Note that doing it this way is better than

size_t

n = sizeof(uint32_t);

while (n--) {

*u8ptr++ = u8;

}

both because it avoids loop overhead and data-dependencies on the value of u8ptr, i.e.
the [address of] next memory address doesn’t depend on the previous operation on the
pointer.

46

CHAPTER 4. POINTERS

Chapter 5

Logical Operations

5.1 C Operators

TODO - had some LaTeX-messups, will fix later. :)

5.1.1 AND

Truth Table

The logical function AND is true when both of its arguments are. The truth table
becomes

Bit #1 Bit #2 AND
0
0
1
1

0
1
0
1

0
0
0
1

5.1.2 OR

Truth Table

The logical function OR is true when one or both of its arguments are. Some people
suggest OR should rather be called inclusive OR.

The truth table for OR is represented as

Bit #1 Bit #2 OR
0
0
1
0
0
1
1
1

0
1
1
1

47

48

5.1.3 XOR

Truth Table

CHAPTER 5. LOGICAL OPERATIONS

The logical function XOR, exclusive OR, is true when exactly one of its arguments is
true (1).

The truth table of XOR is

Bit #1 Bit #2 XOR
0
0
1
1

0
1
1
0

0
1
0
1

5.1.4 NOT

Truth Table

The logical function NOT is true when its argument is false.

Bit NOT
1
0
0
1

5.1.5 Complement

Complementing a value means turning its 0-bits to ones and 1-bits to zeroes; ’reversing’
them.

Bit Complement
0
1

1
0

Chapter 6

Memory

Table of Bytes

C language has a thin memory abstraction. Put short, you can think of memory as a flat
table/series of bytes which appears linear thanks to operating system virtual memory.

6.1 Alignment

Many processors will raise an exception if you try to access unaligned memory ad-
dresses [using pointers], and even on the ones which allow it, it tends to be much
slower than aligned access. The address addr is said to be aligned to n-byte boundary
if

(adr % n) == 0 /* modulus with n is zero, */

i.e. when adr is a multiple of n.

It’s worth mentioning that if you need to make sure the pointer ptr is aligned to a
boundary of p2, where p2 is a power of two, it’s faster to check that

/* low bits zero. */
#define aligned(ptr, p2) \

(!((uintptr_t)ptr & ((p2) - 1)))

The type uintptr_t is defined to one capable of holding a pointer value in the ISO/ANSI
C99 standard header <stdint.h>.

6.2 Word Access

Whereas the most trivial/obvious implementations of many tasks would access memory
a byte at a time, for example

nleft = n >> 2;
n -= nleft << 2;

49

50

CHAPTER 6. MEMORY

/* unroll loop by 4; set 4 bytes per iteration. */
while (nleft--) {

*u8ptr++ = u8;
*u8ptr++ = u8;
*u8ptr++ = u8;
*u8ptr++ = u8;

}
/* set the rest of bytes one by one */
while (n--) {

*u8ptr++ = u8;

}

it’s better to do something like

/* u8 */

/* n / 4 */

n32 = n >> 2;
u32 = u8;
u32 |= u32 << 8;
u32 |= u32 << 16; /* (u8 << 24) | (u8 << 16) | (u8 << 8) | u8 */
/* set 32 bits at a time. */
while (n32--) {

/* (u8 << 8) | u8 */

*u32ptr++ = u32;

}

or even

/* n / 16 */

n32 = n >> 4;
u32 = u8;
u32 |= u32 << 8;
u32 |= u32 << 16; /* (u8 << 24) | (u8 << 16) | (u8 << 8) | u8 */
/*

/* (u8 << 8) | u8 */

/* u8 */

* NOTE: x86 probably packs the indices as 8-bit immediates
* - eliminates data dependency on previous pointer value
*
*/

present when *u32ptr++ is used

for (i = 0 ; i < n32 ; i++) {

u32ptr[0] = u32;
u32ptr[1] = u32;
u32ptr[2] = u32;
u32ptr[3] = u32;
u32ptr += 4;

}

in order to access memory a [32-bit] word at a time. On a typical CPU, this would
be much faster than byte-access! Note, though, that this example is simplified; it’s
assumed that u32ptr is aligned to 4-byte/32-bit boundary and that n is a multiple of 4.
We’ll see how to solve this using Duff’s device later on in this book.

The point of this section was just to demonstrate [the importance of] word-size mem-
ory access; the interesting thing is that this is not the whole story about implementing
fast memset() in C; in fact, there’s a bunch of more tricks, some with bigger gains than
others, to it. We shall explore these in the part Code Optimisation of this book.

Chapter 7

System Interface

7.1 Signals

Brief

Signals are a simple form of IPC (Inter-Process Communications). They are asyn-
chronous events used to notify processes of conditions such as arithmetic (SIGFPE,
zero-division) and memory access (SIGSEGV, SIGBUS) errors during program execu-
tion. Asynchronous means signals may be triggered at any point during the execution of
a process. On a typical system, two signals exist for user-defined behavior; SIGUSR1
and SIGUSR2. These can be used as a rough form of communications between pro-
cesses.

System

Most signal-handling is specific to the host operating system, but due to its widespread
use, I will demonstrate UNIX/POSIX signals as well as some simple macro techniques
by representing a partial implementation of <signal.h>. I will not touch the differences
of older signal() and sigaction() here; that belongs to system programming books. As
such a book, Advanced Programming in the UNIX Environment by late Richard
W. Stevens is a good text on the topic.

Asynchronosity

It is noteworthy that signal handlers can be triggered at any time; take care to declare
variables accessed from them volatile and/or protect them with lock-mechanisms such
as mutexes. C has a standard type, sig_atomic_t, for variables whose values can be
changed in one machine instruction (atomically).

Critical Regions

I will touch the concept of critical regions quickly. A critical region is a piece of code
which may be accessed several times at once from different locations (signal handlers
or multiple threads). Need arises to protect the program’s data structures not to corrupt
them by conflicting manipulation (such as linked lists having their head point to wrong
item). At this point, it’s beyond our interest to discuss how to protect critical regions

51

52

CHAPTER 7. SYSTEM INTERFACE

beyond using mutexes that are locked when the region is entered, unlocked when left
(so as to serialise access to those regions).

Signal Stack

On many UNIX systems, you can set signals to be handled on a separate stack, typically
with sigaltstack().

SIGCLD is not SIGCHLD

There is a bit of variation in how signals work on different systems, mostly about which
signals are available. This seems mostly irrelevant today, but I’ll make one note; the old
System V SIGCLD has semantics different from SIGCHLD, so don’t mix them (one
sometimes sees people redefine SIGCLD as SIGCHLD which should not be done).

7.2 Dynamic Memory

malloc() and Friends

Standard C Library provides a way to manage dynamic memory with the functions
malloc(), calloc(), realloc() and free(). As we are going to see in our allocator source
code, there’s a bunch of other related functions people have developed during the last
couple of decades, but I will not get deeper into that here.

Dynamic allocation is a way to ask the system for memory for a given task; say you
want to read in a file (for the sake of simplicity, the whole contents of the file). Here’s
a possible way to do it on a typical UNIX system.

readfile()

#include <stdlib.h>
#include <errno.h>
#include <sys/types.h>
#include <sys/stat.h>
#include <unistd.h>
#include <fcntl.h>

void *
readfile(char *filename, size_t *sizeret)
{

void
struct stat
size_t
size_t
int

*buf = NULL;

statbuf;
nread;
nleft;
fd;

if (sizeret) {

*sizeret = 0;

}
if (stat(filename, &statbuf) < 0) {

return NULL;

7.2. DYNAMIC MEMORY

53

}
if (!S_ISREG(statbuf.st_mode)) {

return NULL;

}
fd = open(name, O_RDONLY);
if (fd < 0) {

return NULL;

}
nread = 0;
nleft = statbuf.st_size;
if (nleft) {

buf = malloc(nleft);
if (buf) {

while (nleft) {

nread = read(fd, buf, nleft);
if (nread < 0) {

if (errno == EINTR) {

continue;

} else {

free(buf);

return NULL;

}
} else {

nleft -= nread;

}

}
if (sizeret) {

*sizeret = statbuf.st_size;

}

}

}
close(fd);

return buf;

}

EINTR

to read the file into the just-allocated buffer. Notice how we deal with UNIX-style
interrupted system calls by checking the value of errno against EINTR; should it occur
that a read system call is interrupted, we’ll just continue the loop to read more.

An implementation of malloc() and other related functions is presented later in this
book.

54

7.2.1 Heap

sbrk() and brk()

CHAPTER 7. SYSTEM INTERFACE

Heap segment is where the traditional albeit POSIX-undefined brk() (kernel) and sbrk()
(C library) dynamic memory interface operates. Note that sbrk() is merely a wrapper
to a [simple] brk system call.

sbrk() not in POSIX

Back in the old days, dynamic memory was implemented with the brk() system call
(often using the sbrk() standard library wrapper). All it really does is adjust the offset
of the top of the heap. This seems to be recognised as a somewhat too rudimentary or
dated hack by POSIX; they have deliberately excluded sbrk() from their standard. Note
that this doesn’t mean sbrk() would not be available on your system; it most likely is.

sbrk() + mmap()

In reality, malloc-allocators today use only mmap() or a mix of mmap() and sbrk(). It’s
a compromise between speed and ease of use, mostly (the kernel does the book-keeping
for mmap() and it tends to be thread-safe, i.e. reentrant, too).

7.2.2 Mapped Memory

Files

Modern allocators use mmap() + munmap() [from POSIX] to manage some of their
allocations. The C library provides an interface for this as a special case of mapping
files; files can be memory-mapped, giving us a fast way to write and read data to and
from file-systems. The special case is to allocate zeroed regions not belonging to files.

Anonymous Maps

As a detail, mmap() can often be used to allocate anonymous (zeroed) memory. I know
of two strategies to how to implement this; map /dev/zero or use the MAP_ANON flag.

Chapter 8

C Analogous to Assembly

8.1 ’Pseudo-Assembly’

Some of us call C pseudo-assembly. C is very close to the machine and most if not all
machine language dialects have a bunch of instructions to facilitate fast implementation
of C code execution. This is probably not a coincidence.

In this chapter, I shall try to explain the elegant simplicity of C as well as its close rela-
tionship with the machine; keep in mind assembly is just symbolic machine language.
Hence assembly makes a great tool for explaining how C code utilises the machine.

Here is a simple mapping of common C operations to pseudo-machine instructions.

8.1.1 Pseudo Instructions

Hypothetical Instructions

C Operation Mnemonic
&
|
^
˜
++
–
+
-
*
/
%

AND
OR
XOR
NOT
INC
DEC
ADD
SUB
MUL, IMUL
DIV, IDIV
MOD

Conditional Jumps

55

56

CHAPTER 8. C ANALOGOUS TO ASSEMBLY

C Comparison
N/A
!
(x)
<
<=
>
>=

Test
JMP
JZ
JNZ
JLT
JLTE
JGT
JGTE

Brief
Jump Unconditionally
Jump if Zero
Jump if Not Zero
Jump if Less Than
Jump if Less Than or Equal
Jump if Greater Than
Jump if Greater Than or Equal

8.2 Addressing Memory

Pointer Operations

C Syntax
*
&
[]
.
->
variable
array
constant

Function
dereference pointer
get object address/pointer
access member of array or bitfield using index
access member of struct or union
access member of struct or union using pointer
value in register or memory
contiguous region of memory
register or immediate (in-opcode) values

8.3 C to Assembly/Machine Translation

Here we shall take a look at how C code is translated to assembly by a hypothetical
compiler. I will also make notes on some things one can do to speed code up.

Note that in this section, I mix variable names and register names in the pseudo-
assembly code; in real life, this would mean memory locations and registers, but better
code would be based purely on using registers. I chose this convention for the sake of
readability. Some examples actually do use registers only for a bit closer touch to the
real machine.

8.3.1 Branches

8.3.1.1 if - else if - else

It pays to put the most likely test cases first. CPUs do have branch prediction logic, but
they still need to fetch code and jump around in it, which defeits their internal execution
pipelines and consumes cache memory.

Let’s see what’s going on in a piece of C code; I will use pseudo-code in a form similar
to C and assembly to explain how this code could be translated at machine level.

C Code

8.3. C TO ASSEMBLY/MACHINE TRANSLATION

57

#1: if (a < b) {
;

#2: } else if (b < c && b > d) {

;

#3: } else if (c > a || d <= a) {

;

#4: } else {

;

#5: }

Now let’s look at what’s going on under the hood.

Pseudo Code

CMP a, b
JGE step2

; line #1
; branch to step2 if !(a < b)

/* code between #1 and #2 */

JMP done
step2:
CMP b, c
JGE step3
CMP b, d
JLE step3

; line #2
; branch to step3 if !(b < c)
; line #2
; branch to step3 if !(b > d)

/* code between #2 and #3 */

JMP done
step3:
CMP c, a
JLT step4
CMP d, a
JGT step4

; line #3
; branch to step4 if !(c > a)
; #line 3
; brach to step4 if !(d <= a)

/* code between #3 and #4 */

JMP done
step4:

/* code between #4 and #5 */

done:

; done

8.3.1.2 switch

One useful way to replace switch statements with relatively small sets of integral keys
is to use function pointer tables indexed with key values. The construct

switch (a) {

case 0:

58

CHAPTER 8. C ANALOGOUS TO ASSEMBLY

a++;

break;

case 1:

a += b;

break;

default:

break;

}

could be translated to

TEST a
JZ label0
CMP a, $1
JE label1
JMP done
label0:
INC a
JMP done
label1:
ADD b, a
done:

; set flags
; branch to label0 if (a == 0)
; compare a and 1
; branch to label1 if equal
; default; jump over switch

; a++;
; done

; a += b;
; done

This should often be faster than if- else if - else with several test conditionals. With
suitable case values (small integrals), a good compiler might know how to convert this
construct to a jump table; check the value of a and jump to a location indexed by it.

8.3.2 Loops

8.3.2.1 for

The C snippet

long *tab = dest;

for (i = 0 ; i < n ; i++) {

tab[i] = 0;

}

could be translated as

done

MOV $0, %EAX
loop:
CMP %EAX,n
JE
MOV $0, %EAX(tab, 4)
INC %EAX
JMP loop
done:

; i = 0;

; compare i and n
; done if (i == n)
; tab[i] = 0; scale i by 4
; i++;
; iterate

8.3. C TO ASSEMBLY/MACHINE TRANSLATION

59

Note that I used a register for loop counter to speed things up, even though I have
mixed variables and registers in the pseudo-code freely. This is more likely what a
real compiler would do. Some architectures also have prethought looping instructions
which might use a specified register for the loop counter, for example. IA-32 has REP-
functionality.

Indexed Scaled Addressing

The line

MOV $0, %EAX(tab, 4); tab[i] = 0;

means “move 0 to the location at tab + %EAX * 4, i.e. i (%EAX) is scaled by 4, i.e.
sizeof(long) on 32-bit architecture.

8.3.2.2 while

The C loop construct

int i = NBPG >> 2;
long *tab = dest;

while (i--) {

*tab++ = 0;

}

Could work (with 4-byte longs) as

MOV tab, %EAX

; move address to register

MOV $NBPG, %EBX ; move NBPG to register (i)
SHR $2, %EBX ; shift NBPG right by 2

loop:
TEST %EBX
JZ done
DEC %EBX
MOV $0, *%EAX
ADD $4, %EAX
JMP loop
done:

In this example, I used registers to contain the memory address and loop counter to
speed the code up.

8.3.2.3 do-while

The difference between while and do-while is that do-while always iterates the body of
the loop at least once.

The C code

int i = NBPG >> 2;
long *tab = dest;

60

CHAPTER 8. C ANALOGOUS TO ASSEMBLY

do {

*tab++ = 0;

} while (--i);

can be thought of as

MOV tab, %EAX
MOV NBPG, %EBX

SHR $2, %EBX

loop:
$0, *%EAX
MOV
$4, %EAX
ADD
DEC
%EBX
TEST %EBX
JNZ
loop
done:

In this example, I allocated registers for all variables like a good compiler should do.

8.3.3 Function Calls

Function call mechanisms used by C are explained in detail in the chapter C Run
Model in this book.

For now, suffice it to illustrate the i386 calling convention quickly.

A function call of

foo(1, 2, 3);

int foo(int arg1, int arg2, int arg3) {

return (arg1 + arg2 + arg3);

}

Can be thought of as

Pseudo Code

; push arguments in reverse order

/* function call prologue */
PUSH $3
PUSH $2
PUSH $1
PUSH %EIP
PUSH %EBP
MOV
JMP

%EBP, %ESP ; set stack pointer
foo

; push instruction pointer
; current frame pointer

/* stack
* -----
* arg3
* arg2
* arg1
* retadr

8.3. C TO ASSEMBLY/MACHINE TRANSLATION

61

* prevfp; <- %ESP and %EBP point here
*/

foo:
MOV
MOV
MOV
ADD
ADD
MOV

8(%ESP), %EAX
12(%ESP), %EBX
16(%ESP, %ECX
%EBX, %EAX
%ECX, %EAX ; return value in EAX
%EBP, %ESP ; return frame

/* return from function */
POP
POP
MOV
JMP

%EBP
%EBX
%EBP, %ESP ; set stack pointer to old frame
; jump back to caller
*%EBX

; pop old frame pointer
; pop old EIP value

Notes

foo() doesn’t have internal variables, so we don’t need to adjust stack pointer [or push
values] on entry to and at leaving the function.

Call Conventions

Usually, CPUs have specific instructions to construct call frames as well as return from
functions. It was done here by hand to demonstrate the actions involved.

62

CHAPTER 8. C ANALOGOUS TO ASSEMBLY

Chapter 9

C Run Model

C is a low-level language. As such, it doesn’t assume much from the host operating
system and other support software. The language and its run model are elegant and
simple. C is powerful for low-level software development; situations where you really
have to write assembly-code are rare and few, yet C gives one a close interface to low-
level machine facilities with reasonable portability to different hardware platforms.

Stack, Memory, Registers

In short, C code execution is typically based on values stored on the stack, elsewhere
in memory, and machine registers. Note, however, that stack as well as heaps are not
language features, but rather details of [typical] implementations.

Stack is allocated from process virtual memory and from physical memory as dictated
by the kernel and page-daemon. Other than move data to registers, there’s little you
can do to affect stack operation with your code.

Memory is anything from the lowest-level (closest-to-CPU) cache to main physical
memory. Utilising caches well tends to pay back in code speed. For one thing, it’s
good to keep related data on as few cachelines [and pages] as possible.

Registers are the fastest-access way to store and move data around in a computer. All
critical variables such as loop counters should have registers allocated for them. It’s
noteworthy to avoid the C keyword register, as that is said to allocate a register for the
whole lifetime/scope of the function and is therefore to be considered wasteful. Note,
however, that as per C99, the specifier register is only a suggestion “that access to the
obejct should be as fast as possible.”

Use of the register-specifier may be helpful in situations where few or no compiler op-
timisations are in effect; on the other hand, it is noteworthy that compiler optimisations
often make debugging hard if not impossible.

63

64

CHAPTER 9. C RUN MODEL

9.1 Code Execution

9.1.1 Program Segments

Code and Data

I will provide a somewhat-simplified, generalised view to how UNIX systems organise
program execution into a few segments.

STACK
execution data, function interface
DYN
mapped regions
BSS
runtime data; allocated; zeroed; heap
DATA
initialised data
RODATA read-only data
TEXT
program code

9.1.1.1 Minimum Segmentation

Here I describe a minimal set of i386 memory segments

Flat Memory Model

(cid:15) Use one text segment (can be the same for TEXT and RODATA).

(cid:15) Use one read-write data segment (for DATA, BSS, and DYN segments.

(cid:15) Use one read-write, expand-down data segment for STACK segment.

This flat model is useful for, e.g., kernel development. Most other programmers don’t
need to be concerned about segmentation.

9.1.2 TEXT Segment

Program Code

The TEXT segment contains program code and should most of the time be set to read-
only operation to avoid code mutations as well as tampering with process code (for
exploits and other malware as an example).

9.1.3 RODATA Segment

Read-Only Data

Storage for items such as initialised constant variables and perhaps string literals (better
not try to overwrite them). Read-only data segment.

9.1. CODE EXECUTION

9.1.4 DATA Segment

Initialised Data

65

Storage mostly for initialised global entities and probably static variables. Can be both
read and written.

9.1.5 BSS Segment

Allocated Data

The name of the BSS Segment originates from PDP-assembly and stood for Block
Started by Symbol. This is where runtime-allocated data structures i.e. uninitialised
global structures [outside C functions] are reserved. This is also where dynamic mem-
ory allocation (malloc(), calloc()) takes place if you use the traditional system library
wrapper sbrk() to set so-called program break. In practice, the break is a pointer to the
byte right after the current top of heap. This segment should be filled with zero bytes
at program load time.

Zeroed Memory

Note that when new physical pages are mapped to virtual space of user processes, it
needs to be zeroed not to accidentally slip confidential data such as, in one of the worst
cases, uncrypted passwords. This task is frequently done to freed/unmapped pages by
system kernels.

9.1.6 DYN Segment

Mapped Regions

The implementation details vary system to system, but this segment’s purpose here is
to emphasize the usage of mmap() to map zeroed memory. This could be facilitated by
having the heap (BSS) live low in memory and DYN far above it to minimalise the risk
of the segments overrunning each other. I plan to try to put this segment right below
stack and make it start mapping memory from the top in my kernel project.

9.1.7 STACK Segment

Routines & Variables

The stack is a region of memory, usually in the high part of the virtual address space
(high memory addresses). Conventionally, the segment ’grows down’, i.e. values are
pushed into memory and the stack pointer decremented instead of the common linear
order memory access where pointers are incremented and dereferenced with linearly
growing addresses. This allows the stack to be located high and work in concert with
dynamic memory segments lower in address space (the heap grows upwards, address-
wise; mapped regions may be located under the stack).

The stack exists to implement function call interface, automatic variables and other
aspects of C’s run model.

66

CHAPTER 9. C RUN MODEL

9.2 C Interface

9.2.1 Stack

9.2.1.1 Stack Pointer

Stack pointer is a [register] pointer to the current item on the stack. On i386-based
machine architecture, the stack pointer is stored in the ESP-register. When a value is
popped from the stack, it is first taken from the address in the stack pointer, and then the
stack pointer is incremented by 4 bytes; ESP points to the current location on the stack.
Pushing values works by decrementing the stack pointer to point to the next location,
then storing the value at the address pointed to by the stack pointer. I’ll clarify this by
describing the operations in C-like code

#define pop()
#define push(val) (*(--sp) = (val))

(*(sp++))

9.2.2 Frame Pointer

Frame pointer points to the stack frame of the current function. This is where the frame
pointer value for the caller, the return address for the proper instruction in it, and the
arguments the current function was called with are located. On i386, the frame pointer
is stored in the EBP-register. Many compilers provide an optimisation to omit using
the frame pointer; beware that this optimisation can break code that explicitly relies on
the frame pointer.

9.2.3 Program Counter aka Instruction Pointer

Program Counter is a traditional term for instruction pointer [register]. This is the
address register used to find the next instruction in memory. On i386, this pointer is
stored in the EIP- register (and cannot be manipulated without a bit of trickery). At
machine level, when exceptions/interrupts such as zero-division occur, EIP may point
to the instruction that caused the exception or the instruction right after it in memory
(to allow the program to be restarted after handling the interrupt.

9.2.4 Automatic Variables

Variables within function bodies are called automatic because the compiler takes care
of their allocation on the stack.

It is noteworthy that unless you initialise (set) these variables to given values, they con-
tain whatever is in that location in [stack] memory and so unlogical program behavior
may happen if you use automatic variables without initialising them first. Luckily,
compilers can be configured to warn you about use of uninitialised variables if they
don’t do it by default.

9.2. C INTERFACE

9.2.5 Stack Frame

67

On the i386, a stack frame looks like (I show the location of function parameters for
completeness’ sake).

/* IA32. */
struct frame {

/* internal variables */

int32_t ebp; /* ’top’ */
int32_t eip; /* return address */

/*

* function call arguments in
* reverse order
*/

};

Note that in structures, the lower-address members come first; the instruction pointer
is stored before (push) and so above the previous frame pointer.

9.2.6 Function Calls

A function call in typical C implementations consists roughly of the following parts. If
you need details, please study your particular implementation.

(cid:15) push function arguments to stack in reverse order (right to left) of declaration.

(cid:15) store the instruction pointer value for the next instruction to stack.

(cid:15) push the current value of the frame pointer to stack.

(cid:15) set frame pointer to value of stack pointer

(cid:15) adjust stack pointer to reserve space for automatic variables on stack.

In pseudo-code:

push(arg3)
push(arg2)
push(arg1)
push(EIP)
push(EBP)
mov(ESP, EBP)
add(sizeof(autovars), ESP) // adjust stack

// return address
// callee frame

// set frame pointer

A hypothetical call

foo(1, 2, 3);

would then leave the bottom of the stack look something like this:

68

Value
3
2
1
eip
ebp
val1
val2
val3

Explanation
argument #3
argument #2
argument #1
return address to caller
frame pointer for caller
first automatic variable on stack

CHAPTER 9. C RUN MODEL

Notes

next instruction after return
EBP points here

ESP points here

It’s noteworthy than unless you explicitly initialise them, the values on stack (v1, v2,
and v3) contain ’garbage’, i.e. any data that has or has not been written to memory
addresses after system bootstrap.

9.2.6.1 Function Arguments

TODO: distinction between function arguments and parameters

Stack or Registers

Function arguments can be variables either on the stack or in registers.

As an example, let’s take a quick look at how FreeBSD implements system calls.

The first possibility is to push the function arguments [in reverse order] to the call stack.
Then one would load the EAX-register with the system call number, and finally trigger
INT 80H to make the kernel do its magic.

Alternatively, in addition to EAX being loaded with the system call number, arguments
can be passed in EBX, ECX, EDX, ESI, EDI, and EBP.

9.2.6.2 Return Value

EAX:EDX

The traditional i386 register for return values is EAX; 64-bit return values can be im-
plementing by loading EDX with the high 32 bits of the value. FreeBSD is said to
store the return value for SYS_fork in EDX; perhaps this is to facilitate the special
’two return-values’ nature of fork() without interfering with other use of registers in C
libraries and so on.

C-language error indicator, errno, can be implemented by returning the proper number
in EAX and using other kinds of error indications to tell the C library that an error
occurred. The FreeBSD convention is to set the carry flag (the CF-bit in EFLAGS).
Linux returns signed values in EAX to indicate errors.

32-bit words are getting small today. Notably, this shows as several versions of seek();
these days, disks and files are large and you may need weird schemes to deal with
offsets of more than 31 or 32 bits. Therefore, off_t is 64-bit signed to allow bigger file
offsets and sizes. Linux llseek() passes the seek offset (off_t) in two registers on 32-bit
systems.

9.2. C INTERFACE

69

9.2.6.3 i386 Function Calls

i386 Details

Let’s take a look at how C function calls are implemented on the i386.

To make your function accessible from assembly code, tell GCC to give it ’external
linkage’ by using stack (not registers) to pass arguments.

#include <stdio.h>
#include <stdlib.h>

#define ALINK __attribute__ ((regparm(0)))

ALINK
void
hello(char *who, char *prog, int num1, int num2)
{

int32_t res;

res = num1 + num2;

printf("hello %s\n", who);
printf("%s here\n", prog);
printf("%d + %d is equal to %d\n",\

num1, num2, res);

return;

}

int
main(int argc, char *argv[])
{

hello(argv[1], argv[0], 1, 2);

exit(0);

}

This program takes a single command-line argument, your name, and uses the conven-
tion that the first argument (argv[0] is name of executable (including the supplied path)
and the second argument argv[1] is the first command line argument (the rest would
follow if used, but they are ignored as useless).

When hello() is called, before entry to it, GCC arranges equivalent of

push num2
push num1
push argv[0]
push argv[1]

Note that the arguments are pushed in ’reverse order’. It makes sense thinking of the
fact that now you can pop them in ’right’ order.

70

CHAPTER 9. C RUN MODEL

At this stage, the address of the machine instruction right before the system call is
stored; in pseudo-code,

pushl %retadr

Next, the compiler arranges a stack frame.

pushl %ebp # frame pointer
movl %ebp, %esp # new stack frame

Note that EBP stores the frame pointer needed to return from the function so it’s gen-
erally not a good idea to use EBP in your code.

Now it is time to allocate automatic variables, i.e. variables internal to a function
that are not declared static. The compiler may have done the stack adjustment in the
previous listing and this allocation with the ENTER machine instruction, but if not so,
it adds a constant to the stack pointer here, for example

addl $0x08, %esp # 2 automatic variables

Note that the stacks operates in 32-bit mode, so for two automatic (stack) variables, the
adjustment becomes 8.

This may be somewhat hairy to grasp, so I will illustrated it C-style.

You can think of the frame as looking like this at this point.

/*

* EBP points to oldfp.
* ESP is &avar[-2].
*/

struct cframe {

int32_t avar[0]; // empty; not allocated
int32_t oldfp; // frame of caller
int32_t retadr; // return address
int32_t args[0]; // empty

}

Empty Tables

Note the empty tables (size 0), which C99 actually forbids. These are used as place
holders (don’t use up any room in the struct); they are useful to pass stack addresses in
this case.

Illustration

Finally, I will show you how the stack looks like in plain English. Note that in this
illustration, memory addresses grow upwards.

Stack
num2
num1
argv[1]
argv[0]
retadr
oldfp
res

Value
0x00000002
0x00000001
pointer
pointer
return address
caller frame
undefined

Explanation
value 2
value 1
second argument
first argument
address of next instruction after return
EBP points here
automatic variable

9.3. NONLOCAL GOTO; SETJMP() AND LONGJMP()

71

Return Address

If you should need the return address in your code, you can read it from the stack at
address EBP + 4. In C and a bit of (this time, truly necessary) assembly, this could be
done like this.

struct _stkframe {

int32_t oldfp; // frame of caller
int32_t retadr; // return address

};

void
dummy(void)
{

struct _stkframe *frm;

__asm__ ("movl %%ebp, %0" : "=rm" (frm));
fprintf(stderr, "retadr is %x\n", frm->retadr);

return;

}

Note that on return from functions the compiler arranges, in addition to the other magic,
something like this.

popl %ebp
movl %ebp, %esp
ret

Callee-Save Registers

By convention, the following registers are ’callee-save’, i.e. saved before entry to
functions (so you don’t need to restore their values by hand).

Registers
EBX
EDI
ESI
EBP
DS
ES
SS

9.3 Nonlocal Goto; setjmp() and longjmp()

In C, <setjmp.h> defines the far-jump interface. You declare a buffer of the type
jmp_buf

jmp_buf jbuf;

This buffer is initialised to state information needed for returning to the current location
in code (the instruction right after the call to setjmp()) like this:

72

CHAPTER 9. C RUN MODEL

if (!setjmp(jbuf)) {

dostuff();

}
/* continue here after longjmp() */

Then, to jump back to call dostuff(), you would just

longjmp(jbuf, val);

9.3.1

Interface

9.3.1.1 <setjmp.h>

Here’s our C library header file <setjmp.h>

#ifndef __SETJMP_H__
#define __SETJMP_H__

#if defined(__x86_64__) || defined(__amd64__)
#include <x86-64/setjmp.h>
#elif defined(__arm__)
#include <arm/setjmp.h>
#elif defined(__i386__)
#include <ia32/setjmp.h>
#endif

typedef struct _jmpbuf jmp_buf[1];

/* ISO C prototypes. */
int
void longjmp(jmp_buf env, int val);

setjmp(jmp_buf env);

/* Unix prototypes. */
int
void _longjmp(jmp_buf env, int val);

_setjmp(jmp_buf env);

#endif /* __SETJMP_H__ */

9.3.2

Implementation

Note that you need to disable some optimisations in order for setjmp() and longjmp()
to build and operate correctly. With the GNU C Compiler, this is achieved by using the
-fno-omit-frame-pointer compiler flag.

9.3. NONLOCAL GOTO; SETJMP() AND LONGJMP()

73

9.3.2.1 IA-32 implementation

Following is an implementation of the setjmp() and longjmp() interface functions for
the IA-32 architecture. Note that the behavior of non-volatile automatic variables
within the caller function of setjmp() may be somewhat hazy and undefined.

ia32/setjmp.h

#ifndef __IA32_SETJMP_H__
#define __IA32_SETJMP_H__

#include <stddef.h>
#include <stdint.h>
#include <signal.h>

#include <zero/cdecl.h>

struct _jmpbuf {
int32_t
int32_t
int32_t
int32_t
int32_t
int32_t

ebx;
esi;
edi;
ebp;
esp;
eip;

#if (_POSIX_SOURCE)

sigset_t sigmask;

#elif (_BSD_SOURCE)

int

sigmask;

#endif
} PACK();

struct _jmpframe {

int32_t ebp;
int32_t eip;
uint8_t args[EMPTY];

} PACK();

/*

* callee-save registers: ebx, edi, esi, ebp, ds, es, ss.
*/

#define __setjmp(env)

__asm__ __volatile__ ("movl %0, %%eax\n"

"movl %%ebx, %c1(%%eax)\n"
"movl %%esi, %c2(%%eax)\n"
"movl %%edi, %c3(%%eax)\n"
"movl %c4(%%ebp), %%edx\n"
"movl %%edx, %c5(%%eax)\n"
"movl %c6(%%ebp), %%ecx\n"
"movl %%ecx, %c7(%%eax)\n"

\
\
\
\
\
\
\
\
\

74

CHAPTER 9. C RUN MODEL

"leal %c8(%%ebp), %%edx\n"
"movl %%edx, %c9(%%eax)\n"
:
: "m" (env),
"i" (offsetof(struct _jmpbuf, ebx)),

"i" (offsetof(struct _jmpbuf, esi)),
"i" (offsetof(struct _jmpbuf, edi)),
"i" (offsetof(struct _jmpframe, ebp)),
"i" (offsetof(struct _jmpbuf, ebp)),
"i" (offsetof(struct _jmpframe, eip)),
"i" (offsetof(struct _jmpbuf, eip)),
"i" (offsetof(struct _jmpframe, args)),
"i" (offsetof(struct _jmpbuf, esp))

: "eax", "ecx", "edx")

#define __longjmp(env, val)

__asm__ __volatile__ ("movl %0, %%ecx\n"
"movl %1, %%eax\n"
"cmp $0, %eax\n"
"jne 0f\n"
"movl $1, %eax\n"
"0:\n"
"movl %c2(%%ecx), %%ebx"
"movl %c3(%%ecx), %%esi"
"movl %c4(%%ecx), %%edi"
"movl %c5(%%ecx), %%ebp"
"movl %c6(%%ecx), %%esp"
"movl %c7(%%ecx), %%edx"
"jmpl *%edx\n"
:
: "m" (env),
"m" (val),
"i" (offsetof(struct _jmpbuf, ebx)),
"i" (offsetof(struct _jmpbuf, esi)),
"i" (offsetof(struct _jmpbuf, edi)),
"i" (offsetof(struct _jmpbuf, ebp)),
"i" (offsetof(struct _jmpbuf, esp)),
"i" (offsetof(struct _jmpbuf, eip))

: "eax", "ebx", "ecx", "edx",
"esi", "edi", "ebp", "esp")

#endif /* __IA32_SETJMP_H__ */

9.3.2.2 X86-64 Implementation

x86-64/setjmp.h

\
\
\
\
\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\

9.3. NONLOCAL GOTO; SETJMP() AND LONGJMP()

75

/*

* THANKS
* ------
* - Henry ’froggey’ Harrington for amd64-fixes
* - Jester01 and fizzie from ##c on Freenode
*/

#ifndef __X86_64_SETJMP_H__
#define __X86_64_SETJMP_H__

#include <stddef.h>
#include <stdint.h>
//#include <signal.h>
#include <zero/cdecl.h>

//#include <mach/abi.h>

struct _jmpbuf {
int64_t
int64_t
int64_t
int64_t
int64_t
int64_t
int64_t
int64_t

rbx;
r12;
r13;
r14;
r15;
rbp;
rsp;
rip;

sigset_t sigmask;

#if (_POSIX_SOURCE)
//
#elif (_BSD_SOURCE)
//
#endif
} PACK();

int

sigmask;

struct _jmpframe {

int64_t rbp;
int64_t rip;
uint8_t args[EMPTY];

} PACK();

/*

* callee-save registers: rbp, rbx, r12...r15
*/

#define __setjmp(env)

__asm__ __volatile__ ("movq %0, %%rax\n"

"movq %%rbx, %c1(%%rax)\n"
"movq %%r12, %c2(%%rax)\n"
"movq %%r13, %c3(%%rax)\n"
"movq %%r14, %c4(%%rax)\n"

\
\
\
\
\
\

76

CHAPTER 9. C RUN MODEL

"movq %%r15, %c5(%%rax)\n"
"movq %c6(%%rbp), %%rdx\n"
"movq %%rdx, %c7(%%rax)\n"
"movq %c8(%%rbp), %%rcx\n"
"movq %%rcx, %c9(%%rax)\n"
"leaq %c10(%%rbp), %%rdx\n"
"movq %%rdx, %c11(%%rax)\n"
:
: "m" (env),

"i" (offsetof(struct _jmpbuf, rbx)),
"i" (offsetof(struct _jmpbuf, r12)),
"i" (offsetof(struct _jmpbuf, r13)),
"i" (offsetof(struct _jmpbuf, r14)),
"i" (offsetof(struct _jmpbuf, r15)),
"i" (offsetof(struct _jmpframe, rbp)),
"i" (offsetof(struct _jmpbuf, rbp)),
"i" (offsetof(struct _jmpframe, rip)),
"i" (offsetof(struct _jmpbuf, rip)),
"i" (offsetof(struct _jmpframe, args)),
"i" (offsetof(struct _jmpbuf, rsp))

: "rax", "rcx", "rdx")

#define __longjmp(env, val)

__asm__ __volatile__ ("movq %0, %%rcx\n"
"movq %1, %%rax\n"
"movq %c2(%%rcx), %%rbx\n"
"movq %c3(%%rcx), %%r12\n"
"movq %c4(%%rcx), %%r13\n"
"movq %c5(%%rcx), %%r14\n"
"movq %c6(%%rcx), %%r15\n"
"movq %c7(%%rcx), %%rbp\n"
"movq %c8(%%rcx), %%rsp\n"
"movq %c9(%%rcx), %%rdx\n"
"jmpq *%%rdx\n"
:
: "m" (env),
"m" (val),
"i" (offsetof(struct _jmpbuf, rbx)),
"i" (offsetof(struct _jmpbuf, r12)),
"i" (offsetof(struct _jmpbuf, r13)),
"i" (offsetof(struct _jmpbuf, r14)),
"i" (offsetof(struct _jmpbuf, r15)),
"i" (offsetof(struct _jmpbuf, rbp)),
"i" (offsetof(struct _jmpbuf, rsp)),
"i" (offsetof(struct _jmpbuf, rip))

: "rax", "rbx", "rcx", "rdx",
"r12", "r13", "r14", "r15",
"rsp")

#endif /* __X86_64_SETJMP_H__ */

\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\
\
\

\

\
\
\
\
\
\
\
\
\
\
\
\
\

9.3. NONLOCAL GOTO; SETJMP() AND LONGJMP()

77

9.3.2.3 ARM Implementation

arm/setjmp.h

#ifndef __ARM_SETJMP_H__
#define __ARM_SETJMP_H__

#include <stddef.h>
#include <stdint.h>
#include <signal.h>

#include <zero/cdecl.h>

#if 0 /* ARMv6-M */

/* THANKS to Kazu Hirata for putting this code online :) */

struct _jmpbuf {

int32_t r4;
int32_t r5;
int32_t r6;
int32_t r7;
int32_t r8;
int32_t r9;
int32_t r10;
int32_t fp;
int32_t sp;
int32_t lr;
#if (_POSIX_SOURCE)

sigset_t sigmask;

#elif (_BSD_SOURCE)

int

sigmask;

#endif
} PACK();

#define __setjmp(env)

__asm__ __volatile__ ("mov r0, %0\n" : : "r" (env));
__asm__ __volatile__ ("stmia r0!, { r4 - r7 }\n");
__asm__ __volatile__ ("mov r1, r8\n");
__asm__ __volatile__ ("mov r2, r9\n");
__asm__ __volatile__ ("mov r3, r10\n");
__asm__ __volatile__ ("mov r4, fp\n");
__asm__ __volatile__ ("mov r5, sp\n");
__asm__ __volatile__ ("mov r6, lr\n");
__asm__ __volatile__ ("stmia r0!, { r1 - r6 }\n");
__asm__ __volatile__ ("sub r0, r0, #40\n");
__asm__ __volatile__ ("ldmia r0!, { r4, r5, r6, r7 }\n");

\
\
\
\
\
\
\
\
\
\
\
\

78

CHAPTER 9. C RUN MODEL

__asm__ __volatile__ ("mov r0, #0\n");
__asm__ __volatile__ ("bx lr\n")

#define __longjmp(env, val)

__asm__ __volatile__ ("mov r0, %0\n" : : "r" (env));
__asm__ __volatile__ ("mov r1, %0\n" : : "r" (val));
__asm__ __volatile__ ("add r0, r0, #16\n");
__asm__ __volatile__ ("ldmia r0!, { r2 - r6 }\n");
__asm__ __volatile__ ("mov r8, r2\n");
__asm__ __volatile__ ("mov r9, r3\n");
__asm__ __volatile__ ("mov r10, r4\n");
__asm__ __volatile__ ("mov fp, r5\n");
__asm__ __volatile__ ("mov sp, r6\n");
__asm__ __volatile__ ("ldmia r0!, { r3 }\n");
__asm__ __volatile__ ("sub r0, r0, #40\n");
__asm__ __volatile__ ("ldmia r0!, { r4 - r7 }\n");
__asm__ __volatile__ ("mov r0, r1\n");
__asm__ __volatile__ ("moveq r0, #1\n");
__asm__ __volatile__ ("bx r3\n")

#endif /* 0 */

struct _jmpbuf {

int32_t r4;
int32_t r5;
int32_t r6;
int32_t r7;
int32_t r8;
int32_t r9;
int32_t r10;
int32_t fp;
int32_t sp;
int32_t lr;
sigset_t sigmask;

} PACK();

#define __setjmp(env)

__asm__ __volatile__ ("movs r0, %0\n"

"stmia r0!, { r4-r10, fp, sp, lr }\n"
"movs r0, #0\n"
:
: "r" (env))

#define __longjmp(env, val)

__asm__ __volatile__ ("movs r0, %0\n"
"movs r1, %1\n"
"ldmia r0!, { r4-r10, fp, sp, lr }\n"
"movs r0, r1\n"
"moveq r0, #1\n"
"bx lr\n"

\

\

\
\
\
\
\
\
\
\
\
\
\
\
\
\

\
\
\
\
\

\
\
\
\
\
\
\

9.3. NONLOCAL GOTO; SETJMP() AND LONGJMP()

79

:
: "r" (env), "r" (val))

\

#endif /* __ARM_SETJMP_H__ */

9.3.3

setjmp.c

#include <signal.h>
#include <setjmp.h>
#include <zero/cdecl.h>

#if defined(ASMLINK)
ASMLINK
#endif
int
setjmp(jmp_buf env)
{

__setjmp(env);
_savesigmask(&env->sigmask);

return 0;

}

#if defined(ASMLINK)
ASMLINK
#endif
void
longjmp(jmp_buf env,

int val)

{

}

_loadsigmask(&env->sigmask);
__longjmp(env, val);

/* NOTREACHED */

#if defined(ASMLINK)
ASMLINK
#endif
int
_setjmp(jmp_buf env)
{

__setjmp(env);

return 0;

}

80

CHAPTER 9. C RUN MODEL

#if defined(ASMLINK)
ASMLINK
#endif
void
_longjmp(jmp_buf env,

int val)

{

}

__longjmp(env, val);

/* NOTREACHED */

Part V

Computer Basics

81

It is time to take a quick look at basic computer architecture.

83

84

Chapter 10

Basic Architecture

10.1 Control Bus

For our purposes, we can think of control bus as two signals; RESET and CLOCK.

(cid:15) RESET is used to trigger system initialisation to a known state to start running

the operating system.

(cid:15) CLOCK is a synchronisation signal that keeps the CPU and its external [memory

and I/O] devices in synchronisation.

10.2 Memory Bus

Address Bus

Basically, address bus is where addresses for memory and I/O access are delivered. To
simplify things, you might push a memory address on the address bus, perhaps modify
it with an index register, and then fetch a value from or store a value to memory.

Data Bus

Data bus works in concert with the address bus; this is where actual data is delivered
between the CPU and memory as well as I/O devices.

10.3 Von Neumann Machine

Essentially, von Neumann machines consist of CPU, memory, and I/O (input and
output) facilities. Other similar architecture names such as Harvard exist for versions
with extended memory subsystems, mostly, but as that is beyond our scope, I chose the
’original’ name.

85

86

CHAPTER 10. BASIC ARCHITECTURE

10.3.1 CPU

A CPU, central processing unit, is the heart of a computer. Without mystifying and
obscuring things too much, let’s think about it as a somewhat complex programmable
calculator.

For a CPU, the fastest storage form is a register. A typical register set has dedicated
registers for integer and floating point numbers; to make life easier, these are just bit-
patterns representing values (integer) or approximations of values (floating-point) in
some specified formats.

A notable quite-recent trend in CPUs are multicore chips; these have more than one
execution unit inside them in order to execute several threads in parallel.

10.3.2 Memory

Memory is a non-persistent facility to store code and data used by the CPU. Whereas
the register set tends to be fixed for a given CPU, memory can usually be added to
computer systems. From a programmer’s point of view, memory is still several times
slower than registers; this problem is dealt with [fast] cache memory; most commonly,
level 1 (L1) cache is on-chip and L2 cache external to the CPU.

As a rule of thumb, fast code should avoid unnecessary memory access and organize
it so that most fetches would be served from cache memory. In general, let’s, for now,
say that you should learn to think about things in terms of words, cachelines, and pages
- more on this fundamental topic later on.

10.3.3

I/O

I/O, input and output, is used for storing and retrieving external data. I/O devices tend
to be orders of magnitude slower than memory; a notable feature, though, is that they
can be persistent. For example, data written on a disk will survive electric outages
instead of being wiped like most common types of memory would.

In addition to disks, networks have become a more-and-more visible form of I/O. In
fact, whereas disks used to be faster than [most] networks, high-speed networks are
fighting hard for the speed king status.

10.4 Conclusions

Simplified a bit, as a programmer it’s often safe to think about storage like this; fastest
first:

(cid:15) registers
(cid:15) memory
(cid:15) disks
(cid:15) network

10.4. CONCLUSIONS

(cid:15) removable media

Note, though, that high-speed networks may be faster than your disks.

87

88

CHAPTER 10. BASIC ARCHITECTURE

Part VI

Numeric Values

89

In this part, we take a look at computer presentation of numeric values. Deep within,
computer programming is about moving numeric values between memory, registers,
and I/O devices, as well as doing mathematical operations on them.

91

92

Chapter 11

Machine Dependencies

11.1 Word Size

Before the advent of C99 explicit-size types such as int8_t and uint8_t, programmers
had to ’rely on’ sizes of certain C types. I will list [most of] the assumptions made here,
not only as a historic relic, but also to aid people dealing with older code with figuring
it out.

Note that the sizes are listed in bytes.

may be signed; unsigned char for 8-bit clean code

Type
char
short
int
long
long long
float
double
long double

Typical Size Notes
8-bit
16-bit
32-bit
32- or 64-bit
64
32
64
80 or 128

’fast integer’; typically 32-bit
typically machine word
standardised in ISO C99
single-precision floating point
double precision floating point
extended precision floating point

One could try to check for these types with either GNU Autoconf (the configure scripts
present in most open source projects these days use this strategy) or perhaps with some-
thing like

#include <limits.h>

#if (CHAR_MAX == 0x7f)
#define CHAR_SIGNED
#define CHAR_SIZE 1
#elif (CHAR_MAX == 0xff)
#define CHAR_UNSIGNED
#define CHAR_SIZE 1
#endif

#if (SHRT_MAX == 0x7fff)

93

94

CHAPTER 11. MACHINE DEPENDENCIES

#define SHORT_SIZE 2
#endif

#if (INT_MAX == 0x7fffffff)
#define INT_SIZE 4
#endif

#if (LONG_MAX == 0x7fffffff)
#define LONG_SIZE 4
#elif (LONG_MAX == 0x7fffffffffffffffULL)
#define LONG_SIZE 8
#endif

Notes

This code snippets is just an example, not totally portable.

Note that in this listing, sizes are defined in octets (i.e., 8-bit bytes). It’s also noteworthy
that sizeof cannot be used with preprocessor directives such as #if; therefore, when
you have to deal with type sizes, you need to use some other scheme to check for and
declare them.

11.2 Byte Order

Most of the time, when working on the local platform, the programmer does not need
to care about byte order; the concern kicks in when you start communicating with other
computers using storage and network devices.

Byte order is machine-dependent; so-called little endian machines have the lowest byte
at the lowest memory address, and big endian machines vice versa. For example, the
i386 is little endian (lowest byte first), and PowerPC CPUs are big endian.

Typical UNIX-like systems have <endian.h> or <sys/endian.h> to indicate their byte
order. Here’s an example of how one might use it; I define a structure to extract the
8-bit components from a 32-bit ARGB-format pixel value.

#include <stdio.h>
#include <stdint.h>
#include <endian.h> /* <sys/endian.h> on some systems (BSD) */

#if (_BYTE_ORDER == _LITTLE_ENDIAN)
struct _argb {
uint8_t b;
uint8_t g;
uint8_t r;
uint8_t a;

};
#elif (_BYTE_ORDER == _BIG_ENDIAN)
struct _argb {
uint8_t a;
uint8_t r;

95

11.2. BYTE ORDER

uint8_t g;
uint8_t b;

};
#endif
#define aval(u32p) (((struct _argb *)(u32p))->a)
#define rval(u32p) (((struct _argb *)(u32p))->r)
#define gval(u32p) (((struct _argb *)(u32p))->g)
#define bval(u32p) (((struct _argb *)(u32p))->b)

96

CHAPTER 11. MACHINE DEPENDENCIES

Chapter 12

Unsigned Values

With the concepts of word size and byte order visited briefly, let’s dive into how com-
puters represent numerical values internally. Let us make our lives a little easier by
stating that voltages, logic gates, and so on are beyond the scope of this book and just
rely on the bits 0 and 1 to be magically present.

12.1 Binary Presentation

Unsigned numbers are presented as binary values. Each bit corresponds to the power
of two its position indicates, for example

01010101

is, from right to left,

\(1 * 2^0 + 0 * 2^1 + 1 * 2^2 + 0 * 2^3 + 1 * 2^4 + 0 * 2^5 + 1 * 2^6 + 0 * 2^7\)

which, in decimal, is

\(1 + 0 + 4 + 0 + 16 + 0 + 64 + 0 == 85\).

Note that C doesn’t allow one to specify constants in binary form directly; if you really
want to present the number above in binary, you can do something like

#define BINVAL ((1 << 6) | (1 << 4) | (1 << 2) | (1 << 0))

As was pointed to me, the GNU C Compiler (GCC) supports, as an extension to the C
language, writing binary constants like

uint32_t val = 0b01010101; /* binary value 01010101. */

12.2 Decimal Presentation

Decimal presentation of numeric values is what we human beings are used to. In C,
decimal values are presented just like we do everywhere else, i.e.

97

98

CHAPTER 12. UNSIGNED VALUES

int x = 165; /* assign decimal 165. */

12.3 Hexadecimal Presentation

Hexadecimal presentation is based on powers of 16, with the digits 0..9 representing,
naturally, values 0 through 9, and the letters a..f representing values 10 through 15.

For example, the [8-bit] unsigned hexadecimal value

0xff

corresponds, left to right, to the decimal value

\(15 * 16^1 + 15 * 16^0 == 240 + 15 == 255\).

A useful thing to notice about hexadecimal values is that each digit represents 4 bits. As
machine types tend to be multiples of 4 bytes in size, it’s often convenient to represent
their numeric values in hexadecimal. For example, whereas

4294967295

doesn’t reveal it intuitively, it’s easy to see from its hexadecimal presentation that

0xffffffff

is the maximum [unsigned] value a 32-bit type can hold, i.e. all 1-bits.

A useful technique is to represent flag-bits in hexadecimal, so like

#define BIT0
#define BIT1
#define BIT2
#define BIT3
#define BIT4
#define BIT5
/* BIT6..BIT30 not shown */
#define BIT31 0x80000000

0x00000001
0x00000002
0x00000004
0x00000008
0x00000010
0x00000020

where a good thing is that you can see the [required] size of the flag-type easier than
with

#define BIT0
#define BIT1
/* BIT2..BIT30 not shown */
#define BIT31 (1U << 31)

(1U << 0)
(1U << 1)

Hexadecimal Character Constants

Hexadecimal notation can be used to represent character constants by prefixing them
with
x within single quotes, e.g. ’\xff’

12.4. OCTAL PRESENTATION

99

12.4 Octal Presentation

Octal presentation is based on powers of 8. Each digit corresponds to 3 bits to represent
values 0..7. Constant values are prefixed with a ’0’ (zero), e.g.

01234 /* octal 1234 */

Octal Character Constants

One typical use of octal values is to represent numerical values of 7- or 8-bit characters,
of which some have special syntax. In C, octal integer character constants are enclosed
within a pair of single quotes “”’ and prefixed with a backslash “\”.

A char can consist of up to three octal digits; for example ’\1’, ’\01’, and ’\001’ would
be equal.

For some examples in ASCII:

Char
NUL
BEL
BS
SPACE
A
B
a
b
\

Octal C
0’
000’
a’
007’
b’
010’
’ ’
040’
’A’
101
’B’
102
’a’
141
’b’
142
’\\’
134

Notes
string terminator
bell
backspace
space/empty
upper case letter A
upper case letter B
lower case letter a
lower case letter b
escaped with another backslash

12.5 A Bit on Characters

A noteworthy difference between DOS-, Mac- and UNIX-text files in ASCII is that
whereas UNIX terminates lines with a linefeed ’\n’, DOS uses a carriage return +
linefeed pair "\r\n", and Mac (in non-CLI mode) uses ’\r’. Mac in CLI-mode uses ’\n’
just like UNIX.

Implementations of C supporting character sets other than the standard 7-/8-bit let you
use a special notation for characters that cannot be represented in the char-type:

L’x’ /* ’x’ as a wide character (wchar_t) */

12.6 Zero Extension

Zero extension just means filling high bits with 0 (zero). For example, to convert a
32-bit unsigned integral value to 64 bits, you would just fill the high 32 bits 32..63 with
zeroes, and the low 32 bits with the original value.

100

CHAPTER 12. UNSIGNED VALUES

12.7 Limits

The minimum 32-bit unsigned number in C is, naturally,

#define UINT32_MIN 0x00000000U /* all zero-bits. */

The maximum for 32-bit unsigned number is

#define UINT32_MAX 0xffffffffU /* all 1-bits */

12.8 Pitfalls

12.8.1 Underflow

Note that with unsigned types, subtractions with negative results lead to big values. For
example, with 32-bit unsigned types,

uint32_t u32 = 0;

--u32; /* u32 becomes 0xffffffff == UINT32_MAX! */

Therefore, if u32 can be zero, never do something like this:

while (--u32) {

/* do stuff. */

}

Instead, do

if (u32) {

while (--u32) {

/* do stuff. */

}

}

or

do {

/* do stuff. */

} while (u32-- > 0);

12.8.2 Overflow

With unsigned types, additions with results bigger than maximum value lead to small
values. For example, with 32-bit unsigned types,

uint32_t u32 = 0xffffffff; /* maximum value */

++u32; /* u32 becomes 0! */

One hazard here is constructs such as

12.8. PITFALLS

uint16_t u16;

101

for (u16 = 0 ; u16 <= UINT16_MAX ; u16++) {

/* do stuff. */

}

because adding to the maximum value causes an overflow and wraps the value to zero,
the loop would never terminate.

102

CHAPTER 12. UNSIGNED VALUES

Chapter 13

Signed Values

By introducing the sign [highest] bit, we can represent negative values to make life
more interesting.

13.1 Positive Values

Positive values 0..M, where M is the maximum value of a signed type, are represented
just like in unsigned presentation.

13.2 Negative Values

Let us see what is going on with negative [signed] values.

13.2.1

2’s Complement

This section discusses the dominant 2’s complement presentation of negative signed
integral values.

For signed types, negative values are represented with the highest bit (the sign-bit) set
to 1.

The rest of the bits in a negative signed value are defined so that the signed n-bit nu-
meric value i is presented as

\(2^n - 1\)

Note that 0 (zero) is presented as an unsigned value (sign-bit zero).

As an example, 32-bit -1, -2, and -3 would be represented like this:

0xffffffff
#define MINUS_ONE
#define MINUS_TWO
0xfffffffe
#define MINUS_THREE 0xfffffffd

103

104

CHAPTER 13. SIGNED VALUES

To negate a 2’s complement value, you can use this algorithm:

(cid:15) invert all bits
(cid:15) add one, ignoring any overflow

13.2.2 Limits

The minimum 32-bit signed number is

#define INT32_MIN (-0x7fffffff - 1)

whereas the maximum 32-bit signed number is

#define INT32_MAX 0x7fffffff

13.2.3 Sign Extension

Sign extension means filling high bits with the sign-bit. For example, a 32-bit signed
value would be converted to a 64-bit one by filling the high 32 bits 32..63 with the
sign-bit of the 32-bit value, and the low 32 bits with the original value.

13.2.4 Pitfalls

Note that you can’t negate the smallest negative value. Therefore, the result of abs(type_max),
i.e. absolute value, is undefined.

13.2.4.1 Underflow

On 2’s complement systems, the values of subtractions with results smaller than the
type-minimum are undefined.

13.2.4.2 Overflow

On 2’s complement systems, the values of additions with results greater than the type-
maximum are undefined.

Chapter 14

Floating Point Numeric
Presentation

TODO: comparison

http://docs.sun.com/source/806-3568/ncg_goldberg.html

http://randomascii.wordpress.com/2012/09/09/game-developer-magazine-floating-point

This chapter explains the IEEE 754 Standard for floating point values.

14.1 Basics

Floating-point numbers consist of two parts; significand and exponent.

As a typical scientific constant, the speed of light can be represented, in decimal base,
as

299792.458 meters/second

or equivalently

\(2.99792458 x 10^5\).

In C notation, the latter form would be

2.99792458e5 /* speed of light. */

Here the mantissa is 2.99792458 and the exponent in base 10 is 5.

The new versions of the C Language, starting from C99, i.e.
introduced hexadecimal presentation of floating point literals. For example,

ISO/IEC 9899:1999,

0x12345e5

would be equal to

\((1 * 16^4 + 2 * 16^3 + 3 * 16^2 + 4 * 16^1 + 5 * 16^0) * 16^5\)

which would be equal to

105

106

CHAPTER 14. FLOATING POINT NUMERIC PRESENTATION

\((1 * 65536 + 2 * 4096 + 3 * 256 + 4 * 16 + 5 * 1) * 1048576\)

= \((65536 + 8192 + 768 + 64 + 5) * 1048576\)

= \(74565 * 1048576\)

= \(7.818706 * 10^{10}\)

in decimal notation. This is more convenient to write than

78187060000.

14.2

IEEE Floating Point Presentation

The IEEE 754 Standard is the most common representation for floating point values.

14.2.1 Significand; ’Mantissa’

Significand and coefficient are synonymous to [the erroneously used term] mantissa.

The significand in IEEE 754 floating-point presentation doesn’t have an explicit radix
point; instead, it is implicitly assumed to always lie in a certain position within the
significand. The length of the significand determines the precision of numeric presen-
tation.

Note that using the term mantissa for significand is not exactly correct; when using
logarithm tables, mantissa actually means the logarithm of the significand.

14.2.2 Exponent

Scale and characteristic are synonymous to exponent.

It should be sufficient to mention that a floating point value is formed from its presen-
tation with the formula

\(f = significand * base^{exponent}\)

14.2.3 Bit Level

IEEE 754 Floating Point Presentation, at bit-level, works like this

(cid:15) The highest bit is the sign bit; value 1 indicates a negative value.
(cid:15) The next highest bits, the number of which depends on precision, store the expo-

nent.

(cid:15) The low bits, called fraction bits, store the significand.

Let’s illustrate this simply (in most significant bit first) as

(SIGN)|(EXPONENT)|(FRACTION).

14.2. IEEE FLOATING POINT PRESENTATION

107

(cid:15) The sign bit determines the sign of the number, i.e. the sign of the the significand.

(cid:15) The exponent bits encode the exponent; this will be explained in the next, precision-

specific sections.

(cid:15) Wpart is used to denote the width of part in bits.
(cid:15) Conversion equations are given in a mix of mathematical and C notation, most

notably I use the asterisk (’*’) to denote multiplication.

TODO: CONVERSIONS TO AND FROM DECIMAL?

14.2.4 Single Precision

Wvalue is 32,

of which

Wsign is 1
Wexponent is 8
Wsigni f icand is 23.

To get the true exponent, presented in ’offset binary representation’, the value 0x7f
(127) needs to be subtracted from the stored exponent. Therefore, the value 0x7f is
used to store actual zero exponent and the minimum efficient exponent is -126 (stored
as 0x01).

14.2.4.1 Zero Significand

Exponent 0x00 is used to represent 0.0 (zero).

In this case, the relatively uninteresting conversion equation to convert to decimal
(base-10) value is

\((-1)^{sign} * 2^{-126} * 0.significand\).

Exponents 0x01 through 0xfe are used to represent ’normalised values’, i.e. the equa-
tion becomes

\((-1)^{sign} * 2^{exponent - 127} * 1.significand\).

Exponent 0xff is used to represent [signed] infinite values.

14.2.4.2 Non-Zero Significand

(cid:15) Exponent 0x00 is used to represent subnormal values.

(cid:15) Exponents 0x01 through 0xfe represent normalised values, just like with the sig-

nificand of zero.

(cid:15) Exponent 0xff is used to represent special Not-a-Number (NaN) values.

108

CHAPTER 14. FLOATING POINT NUMERIC PRESENTATION

14.2.5 Double Precision

Wvalue is 64,

of which

Wsign is 1
Wexponent is 11
Wsigni f icand is 52.

To get the true exponent, presented in ’offset binary representation’, the value 0x2ff
(1023) needs to be subtracted from the stored exponent.

14.2.5.1 Special Cases

0 (zero) is represented by having both the exponent and fraction all zero-bits.

The exponent 0x7ff is used to present positive and negative infinite values (depending
on the sign bit) when the fraction is zero, and NaNs when it is not.

With these special cases left out, the conversion to decimal becomes

\((-1)^{sign} * 2^{exponent - 1023} x 1.significand\).

14.2.6 Extended Precision

The most common extended precision format is the 80-bit format that originated in the
Intel i8087 mathematics coprocessor. It has been standardised by IEEE.

This extended precision type is usually supported by the C compilers via the long
double type. These values should be aligned to 96-bit boundaries, which doesn’t make
them behave very nicely when 64-bit wide memory access is used; therefore, you may
want to look into using 128-bit long doubles. The Gnu C Compiler (GCC) does allow
this with the

-m128bit-long-double

compiler flag.

Intel SIMD-architectures starting from SSE support the MOVDQA machine instruc-
tion to move aligned 128-bit words between SSE-registers and memory. I tell this as
something interesting to look at for those of you who might be wishing to write, for
example, fast memory copy routines.

14.2.6.1 80-Bit Presentation

Wvalue is 80,

of which

Wsign is 1
Wexponent is 15
Wsigni f icand is 64.

14.3. I387 ASSEMBLY EXAMPLES

109

14.3 i387 Assembly Examples

14.3.1 i387 Header

#ifndef __I387_MATH_H__
#define __I387_MATH_H__

#define getnan(d)

\

(dsetexp(d, 0x7ff), dsetmant(d, 0x000fffffffffffff), (d))

#define getsnan(d) \

(dsetsign(d), dsetexp(d, 0x7ff), dsetmant(d, 0x000fffffffffffff), (d))

#define getnanf(f)

(fsetexp(f, 0x7ff), fsetmant(f, 0x007fffff), (f))

#define getsnanf(f)

(fsetsign(f), fsetexp(f, 0x7ff), fsetmant(f, 0x007fffff), (f))

#define getnanl(ld)

\

\

\

(ldsetexp(f, 0x7fff), ldsetmant(ld, 0xffffffffffffffff), (ld))

#define getsnanl(ld) \

(ldsetsign(ld), ldsetexp(ld, 0x7fff), ldsetmant(ld, 0xffffffffffffffff), (ld))

#endif /* __I387_MATH_H__ */

14.3.2 i387 Source

#include <features.h>
#include <fenv.h>
#include <errno.h>
#include <math.h>
#include <i387/math.h>
#include <zero/trix.h>

__inline__ double
sqrt(double x)
{

double retval;

if (isnan(x) || fpclassify(x) == FP_ZERO) {

retval = x;

} else if (!dgetsign(x) && fpclassify(x) == FP_INFINITE) {

retval = dsetexp(retval, 0x7ff);

} else if (x < -0.0) {
errno = EDOM;
feraiseexcept(FE_INVALID);
if (dgetsign(x)) {

retval = getsnan(x);

} else {

retval = getnan(x);

110

CHAPTER 14. FLOATING POINT NUMERIC PRESENTATION

}
} else {

__asm__ __volatile__ ("fldl %0\n" : : "m" (x));
__asm__ __volatile__ ("fsqrt\n");
__asm__ __volatile__ ("fstpl %0\n"

"fwait\n"
: "=m" (retval));

}

return retval;

}

__inline__ double
sin(double x)
{

double retval;

if (isnan(x)) {
retval = x;

} else if (fpclassify(x) == FP_INFINITE) {

errno = EDOM;
feraiseexcept(FE_INVALID);
if (dgetsign(x)) {

retval = getsnan(x);

} else {

retval = getnan(x);

}
} else {

__asm__ __volatile__ ("fldl %0\n" : : "m" (x));
__asm__ __volatile__ ("fsin\n");
__asm__ __volatile__ ("fstpl %0\n"

"fwait\n"
: "=m" (retval));

}

return retval;

}

__inline__ double
cos(double x)
{

double retval;

__asm__ __volatile__ ("fldl %0\n" : : "m" (x));
__asm__ __volatile__ ("fcos\n");
__asm__ __volatile__ ("fstpl %0\n"

"fwait\n"
: "=m" (retval));

return retval;

14.3. I387 ASSEMBLY EXAMPLES

111

}

__inline__ double
tan(double x)
{

double tmp;
double retval;

if (isnan(x)) {
retval = x;

} else if (fpclassify(x) == FP_INFINITE) {

errno = EDOM;
feraiseexcept(FE_INVALID);
if (dgetsign(x)) {

retval = getsnan(x);

} else {

retval = getnan(x);

}
} else {

__asm__ __volatile__ ("fldl %0\n" : : "m" (x));
__asm__ __volatile__ ("fptan\n");
__asm__ __volatile__ ("fstpl %0\n" : "=m" (tmp));
__asm__ __volatile__ ("fstpl %0\n"

"fwait\n"
: "=m" (retval));

if (dgetsign(retval) && isnan(retval)) {

retval = 0.0;

}

}

return retval;

}

#if ((_BSD_SOURCE) || (_SVID_SOURCE) || _XOPEN_SOURCE >= 600

\

|| (_ISOC99_SOURCE) || _POSIX_C_SOURCE >= 200112L)

__inline__ float
sinf(float x)
{

float retval;

__asm__ __volatile__ ("flds %0\n" : : "m" (x));
__asm__ __volatile__ ("fsin\n");
__asm__ __volatile__ ("fstps %0\n"

"fwait\n"
: "=m" (retval));

return retval;

}

112

CHAPTER 14. FLOATING POINT NUMERIC PRESENTATION

__inline__ float
cosf(float x)
{

float retval;

__asm__ __volatile__ ("flds %0\n" : : "m" (x));
__asm__ __volatile__ ("fcos\n");
__asm__ __volatile__ ("fstps %0\n"

"fwait\n"
: "=m" (retval));

return retval;

}

__inline__ float
tanf(float x)
{

float tmp;
float retval;

if (isnan(x) || fpclassify(x) == FP_ZERO) {

retval = x;

} else if (fpclassify(x) == FP_INFINITE) {

if (dgetsign(x)) {

retval = -M_PI * 0.5;

} else {

retval = M_PI * 0.5;

}
} else {

__asm__ __volatile__ ("flds %0\n" : : "m" (x));
__asm__ __volatile__ ("fptan\n");
__asm__ __volatile__ ("fstps %0\n" : "=m" (tmp));
__asm__ __volatile__ ("fstps %0\n"

"fwait\n"
: "=m" (retval));

if (fgetsign(retval) && isnan(retval)) {

retval = 0.0;

}

}

return retval;

}

__inline__ long double
sinl(long double x)
{

long double retval;

__asm__ __volatile__ ("fldt %0\n" : : "m" (x));
__asm__ __volatile__ ("fsin\n");
__asm__ __volatile__ ("fstpt %0\n"

14.3. I387 ASSEMBLY EXAMPLES

113

"fwait\n"
: "=m" (retval));

return retval;

}

__inline__ long double
cosl(long double x)
{

long double retval;

__asm__ __volatile__ ("fldt %0\n" : : "m" (x));
__asm__ __volatile__ ("fcos\n");
__asm__ __volatile__ ("fstpt %0\n"

"fwait\n"
: "=m" (retval));

return retval;

}

#endif

#if (_GNU_SOURCE)
void
sincos(double x, double *sin, double *cos)
{

__asm__ __volatile__ ("fldl %0\n" : : "m" (x));
__asm__ __volatile__ ("fsincos\n");
__asm__ __volatile__ ("fstpl %0\n"

__asm__ __volatile__ ("fstpl %0\n"

"fwait\n"
: "=m" (*cos));

"fwait\n"
: "=m" (*sin));

return;

}

void
sincosf(float x, float *sin, float *cos)
{

__asm__ __volatile__ ("flds %0\n" : : "m" (x));
__asm__ __volatile__ ("fsincos\n");
__asm__ __volatile__ ("fstps %0\n"

__asm__ __volatile__ ("fstps %0\n"

"fwait\n"
: "=m" (*cos));

"fwait\n"
: "=m" (*sin));

CHAPTER 14. FLOATING POINT NUMERIC PRESENTATION

114

}

return;

void
sincosl(long double x, long double *sin, long double *cos)
{

__asm__ __volatile__ ("fldt %0\n" : : "m" (x));
__asm__ __volatile__ ("fsincos\n");
__asm__ __volatile__ ("fstpt %0\n"

__asm__ __volatile__ ("fstpt %0\n"

"fwait\n"
: "=m" (*cos));

"fwait\n"
: "=m" (*sin));

return;

}
#endif

Part VII

Machine Level Programming

115

Chapter 15

Machine Interface

15.1 Compiler Specification

15.1.1 <cdecl.h>

#ifndef __CDECL_H__
#define __CDECL_H__

/*

- used to define 0-byte placeholder tables a’la

* EMPTY
*
* int tab[EMPTY];
*/

define EMPTY

#if defined(__STDC_VERSION__) && (__STDC_VERSION__ >= 199901L)
#
#else
#
#endif

define EMPTY

0

/*

* ALIGN(a)
* PACK
* REGARGS(n)
* ASMLINK
* FASTCALL
*
*/

- align to boundary of a.

- pack structures, i.e. don’t pad for alignment (DIY).

- call with n register arguments.

- external linkage; pass arguments on stack, not registers

- use as many register arguments as feasible

(for system calls).

__attribute__ ((__aligned__(a)))
#define ALIGN(a)
#define PACK
__attribute__ ((__packed__))
#define REGARGS(n) __attribute__ ((regparm(n)))
#define ASMLINK
__attribute__ ((regparm(0)))
#if defined(__i386__)
#define FASTCALL

REGARGS(3)

117

CHAPTER 15. MACHINE INTERFACE

118

#endif

#endif /* __CDECL_H__ */

15.2 Machine Definition

15.2.1 <mach.h>

#ifndef __MACH_H__
#define __MACH_H__

#include <stdint.h>

#define NBWORD
#define NBCL
#define NBPAGE
#define NADDRBIT 32

/* native CPU word size */
/* cacheline size */

4
32
4096 /* page size */

/* number of significant address bits in pointers */

#include "cdecl.h"

/* call frame used by the compiler */
struct m_cframe {

uint8_t avar[EMPTY]; /* automatic variables */
int32_t ebp;
int32_t eip;
uint8_t args[EMPTY]; /* placeholder for function arguments */

/* frame pointer to caller */
/* return address to caller */

} _PACK;

/* stack structure used for interrupt returns (or other use of IRET) */
struct m_iret {

int32_t eip;
int32_t cs;
int32_t eflags;
int32_t esp;
int32_t ss;

};

#endif /* __MACH_H__ */

Chapter 16

IA-32 Register Set

Note that EBP and ESP are usually considered general purpose registers; I deliberately
chose to put them under Special Registers as I feel that’s a better way to think of them.

16.1 General Purpose Registers

Register
EAX
EBX
ECX
EDX
ESI
EDI

Special Use
32-bit return value
data pointer
string and loop counter
I/O pointer, high bits of 64-bit return value
data pointer, string destination
stack data pointer

16.2 Special Registers

Register
EBP
ESP
EIP
EFLAGS machine status flags

Purpose
frame pointer
stack pointer
instruction pointer

16.3 Control Registers

Register
CR3

Purpose
PDBR (page directory page register)

119

120

CHAPTER 16. IA-32 REGISTER SET

Chapter 17

Assembly

17.1 AT&T vs. Intel Syntax

The very first thing to notice for Intel-based platform assembly programmers is that the
Intel syntax

MNEMONIC dest, src

is not valid using the GNU tools GCC and GNU Assembler;

instead, you need to use AT&T syntax, i.e.

MNEMONIC src, dest

to me, as I’m not an old school assembly programmer, this latter syntax makes more
sense. Your mileage may vary. Either way, as it turns out, C is so flexible and fast
that we actually have to resort to assembly very rarely; mostly we need it for certain
machine specific, usually kernel-level, operations as well as in the extreme case, for
code speedups.

Registers are named starting with a ’%’, e.g.

%eax.

When mixing register names with other arguments which need the ’%’ prefix, you need
to make the register names start with ’%%’.

In AT&T syntax, immediate operands are prefixed with $, e.g.

$0x0fc0

would represent the hexadecimal value that would be 0fc0h in Intel syntax; note that
the h suffix is replaced with the C-style 0x prefix.

One more thing to notice is that AT&T syntax assembly encodes the operand size as a
prefix into the opcode, so instead of

mov al, byte ptr val

you need to write

121

CHAPTER 17. ASSEMBLY

122

movb val, %al

so the

byte ptr, word ptr, and dword ptr

memory operands change to opcode postfixes

’b’, ’w’, and ’l’.

For some quadword (64-bit) operations you’d use ’q’ and in some rare cases, for 128-
bit double quadword operations, ’dq’.

For memory addressing using base register, Intel syntax uses

’[’ and ’]’

to enclose the register name; AT&T syntax uses

’(’ and ’)’.

so the Intel syntax for indirect memory references, which would be

[base + index * scale + displacement]

becomes

displacement(base, index, scale)

in the AT&T syntax.

Now this may all be so confusing that I’d better sum it up with a few examples of the
difference of the Intel and AT&T syntaxes.

17.1.1 Syntax Differences

Intel
mov eax, 8
mov ebx, abh
int 80h
mov eax, ebx
mov eax, [ebx]
mov eax, [ebx + 5]
mov eax, [ecx + 40h]
add eax, [ebx + ecx * 4h]
lea eax, [ebx + edx]
add eax, [ebx + edx * 8h - 40h]

AT&T
movl $8, %eax
movl $0xab, %ebx
int $0x80
movl %ebx, %eax
movl (%ebx), %eax
movl 5(%ebx), %eax
movl 0x40(%ecx), %eax
addl (%ebx, %ecx, 0x4), %eax
leal (%ebx, %edx), %eax
addl -0x40(%ebx, %edx, 0x8), %eax

Now let’s take a look at what assembly programs look like.

17.1.2 First Linux Example

This example demonstrates function calls and how to exit a process on Linux using the
exit() system call.

Source Code

17.1. AT&T VS. INTEL SYNTAX

123

# simple example program
# - implements exit(0)

.text

.globl main

main:

call
call

func
linexit

# dummy function to demonstrate stack interaction of C programs

func:

# compiler and CALL set up return stack frame
pushl
movl

%esp, %ebp

%ebp

# DO YOUR THING HERE

leave
ret

# simple function to make an exit() function call on Linux.

linexit:

movl
movl
int

$0x00, %ebx
$0x01, %eax

$0x80

# exit code
# system call number (sys_exit)

# trigger system call

17.1.3 Second Linux Example

Here I implement false in assembly using the exit() system call in a bit different fashion
than in the previous example.

Source Code

# simple educational implementation of false
# - implements exit(1) using the Linux EXIT system call

.text

.globl main

main:

movl
movl
call

$0x01, %eax
%eax, sysnum
lindosys

lindosys:

pushl

%ebp

124

CHAPTER 17. ASSEMBLY

movl

movl
popl
popl
popl
pop
int

leave
ret

.data

sysframe:
_exitval:

.long
.long
.long

.long

sysnum:

%esp, %ebp

$sysframe, %esp
%ebx
%ecx
%edx

%eax
$0x80

0x00000001
0x00000000
0x00000000

# %ebx
# %ecx
# %edx

0x00000001

# linux system call number

17.1.3.1 Stack Usage

Let us take a closer look at how the code above uses the stack.

There’s a label called sysframe in the DATA segment. As the comments suggest, this
contains the register arguments for triggering a Linux system call with. The actual
system call is triggered with

int \$0x80

In this example, the system call number of 0x01 (sys_exit) is passed in sysnum; this
use is equivalent to assigning a global variable in C code.

Our function lindosys starts with the typical prologue for a function with no automatic
(internal/stack) variables, i.e.

pushl %ebp # push frame pointer
movl %esp, %ebp # save stack pointer

After that, it sets the stack pointer to point to sysframe, pops 3 system calls arguments
into the EBX, ECX and EDX registers, copies the system call number from sysnum
into EAX and finally fires the system call by generating an interrupt.

After this, in case of system calls other than exit, it would return to the calling function
with the standard

leave
ret

Function prologue. First, leave sets the stack pointer ESP to the current value of the
frame pointer EBP, then pops the earlier value of frame pointer for the calling function.

17.1. AT&T VS. INTEL SYNTAX

125

After this, ret pops the return address and returns.

Note that the _exitval label is used as an alias to store the first system call argument to
be popped from the stack.

TODO: FINISH... REF: http://www.ibiblio.org/gferg/ldp/GCC-Inline-Assembly-HOWTO.html

126

CHAPTER 17. ASSEMBLY

Chapter 18

Inline Assembly

18.1 Syntax

GNU Inline assembly uses the following format

__asm__ (TEMPLATE : OUTPUT : INPUT : CLOBBERED);

TEMPLATE contains the instructions and refers to the optional operands in the OUT-
PUT and INPUT fields. CLOBBERED lists the registers whose values are affected by
executing the instruction in TEMPLATE. As we are going to see a bit later, you can
specify "memory" as a special case in the CLOBBERED field. Also, if the instruc-
tions in TEMPLATE can chance condition code registers, you need to include "cc" in
the CLOBBERED list. Note also that if the code affects memory locations not listed in
the constraints you need to declare your assembly volatile like

__asm__ __volatile__ ("cli\n"); // disable interrupts

/* insert code here */

__asm__ __volatile__ ("sti\n");

the volatile attribute also helps you in the way that the compiler will not try to move
your instructions to try and optimise/reschedule them.

18.1.1 rdtsc()

Let’s see how we can read the timestamp [clock-cycle] counter using the rdtsc assembly
instruction.

#include <stdint.h>

union _rdtsc {

uint32_t u32[2];
uint64_t u64;

};

127

128

CHAPTER 18. INLINE ASSEMBLY

typedef union _rdtsc rdtsc_t;

static __inline__ uint64_t
rdtsc(void)
{

rdtsc_t tsval;

__asm__ ("rdtsc\n"

"movl %%eax, %0\n"
"movl %%edx, %1\n"
: "=m" (tsval.u32[0]),
"=m" (tsval.u32[1])
: /* no INPUT field */
: "eax", "edx");

return tsval.u64;

}

We try to inline this in-header function not visible to other files (declared static). In-
lining has its own section in part Code Optimisation of this book.

In the listing above, the INPUT field consists of the RDTSC instruction, which takes no
operands, and two movl operations. RDTSC returns the low 32 bits of its 64-bit return
value in EAX and the high 32 bits in EDX. We use a trick with the union to make the
compiler return the combination of these two 32-bit values as a 64-bit one. Chances
are it uses the same two registers and can optimise what our code may seem to do.

Notice how the OUTPUT field uses "=m"; output operands are prefixed with ’=’ to de-
note they are assigned/written. The ’m’ means these have to be memory operands (IA-
32 has no 64-bit integer registers). The ’=’ means this an output (write-only) operand.

The CLOBBERED field says we pollute the registers EAX and EDX. All fields except
TEMPLATE are optional. Every optional field that lists more than one operand uses
commas to separate them.

18.2. CONSTRAINTS

18.2 Constraints

18.2.1 IA-32 Constraints

129

Identifier
a
b
c
d
S
D
q
I
J
K
L
M
N
f
t
u
A

Possible Registers or Values
%eax, %ax, %al
%ebx, %bx, %bl
%ecx, %cx, %cl
%edx, %dx, %dl
%esi, %si
%edi, %di
registers a, b, c, or d
constant between 0 and 31 (32-bit shift count)
constant between 0 and 63 (64-bit shift count)
0xff
0xffff
constant between 0 and 3 (lea instruction shift count)
constant between 0 and 255 (out instruction output value)
floating point register
first floating point register (top of stack)
second floating point register
register a or d; 64-bit return values with high bits in d and low bits in a

18.2.2 Memory Constraint

The example above used the memory constraint "=m" for output. You would use "m"
for input operands.

18.2.3 Register Constraints

If you want to let the compiler pick a register to use, use "r" (input) or "=r" (output).
As an example, if you don’t care if a register or memory is used, you can use the
combination of "rm" or "=rm" for input and output operands, respectively. The ’r’ in
them might speed the operation up, but leave it out if you want a memory location to
be updated.

18.2.4 Matching Constraints

Sometimes, a single variable serves both as input and output. You can do this by
specifying matching (digit) constraints.

18.2.4.1 Example; incl

__asm__ ("incl %0" : "=a" (reg) : "0" (reg));

130

CHAPTER 18. INLINE ASSEMBLY

18.2.5 Other Constraints

Constraint Rules
m
o
V
i
n
g

memory operand with any kind of address
offsettable memory operand; adding a small offset gives valid address
memory operand which is not offsettable
immediate integer operand (a constant), including a symbolic constant
immediate integer operand with a known numeric value
any general register, memory or immediate integer operand

Use ’n’ instead of ’i’ for operands less than a word wide if the system cannot support
them as assembly-time constants.

18.2.6 Constraint Modifiers

Constraint Meaning
=
&

write only; replaced by output data
early-clobber operand; modified before instruction finished; cannot be use elsewhere

18.3 Clobber Statements

It is to be considered good form to list registers you clobber in the clobber statement.
Sometimes, you may need to add ¨memory¨ to your clobber statement. Use of the
__volatile__ keyword and making assembly operations single statements is often nec-
essary to keep the compiler [optimiser] from doing hazardous things such as reordering
instructions for you.

18.3.1 Memory Barrier

Where memory access needs to be serialised, you can use memory barriers like this

#define membar() \

__asm__ __volatile__ ("" : : : "memory")

Chapter 19

Interfacing with Assembly

19.1 alloca()

alloca() is used to allocate space within the stack frame of the current function. Whereas
this operation is known to be potentially unsafe, I use it to demonstrate how to interface
with assembly code from our C programs.

131

132

CHAPTER 19. INTERFACING WITH ASSEMBLY

19.1.1

Implementation

Here is our header file to declare alloca().

<alloca.h>

#ifndef __ALLOCA_H__
#define __ALLOCA_H__

#include <stddef.h>

#if defined(__GNUC__)
#define alloca(size) __builtin_alloca(size)
#else
void * alloca(size_t size);
#endif

#endif /* __ALLOCA_H__ */

Let us take a look at the x86-64 version of the alloca() routine.

alloca.S

#if defined(__x86_64__) || defined(__amd64__) && !defined(__GNUC__)

.globl alloca

.text 64

/*

- size argument

* registers at call time
* ----------------------
* rdi
*
* stack at call time
* ------------------
* return address <- stack pointer
*/

alloca:

subq
movq
subq
ret

$8, %rdi
%rsp, %rax
%rdi, %rax

// adjust for popped return address

// copy stack pointer
// reserve space; return value is in RAX

// return

#endif

Notes

(cid:15) After linking with assembled alloca object, alloca can be triggered from C code

just like typical C code by calling alloca().

19.1. ALLOCA()

133

(cid:15) Our alloca() function is disabled with the GNU C Compiler in favor of __builtin_alloca().

19.1.2 Example Use

The code snippet below demonstrates calling alloca() from C code.

#include <string.h>
#include <alloca.h>

#define STUFFSIZE 128

int
dostuff(long cmd)
{

retval;

int
void *ptr;

/* allocate and initialise stack space */
ptr = alloca(STUFFSIZE);
memset(ptr, 0, STUFFSIZE);
/* process cmd */
retval = stuff(cmd, ptr);

return retval;

}

134

CHAPTER 19. INTERFACING WITH ASSEMBLY

Part VIII

Code Style

135

Chapter 20

A View on Style

20.1 Concerns

Readability

Good code should document what it does reasonably well. Comments should not con-
centrate on how something is done (unless it’s obscure), but rather on what is being
done. Good code is easy to read and understand to a point. It is good to hide the more
obscure things; for example, clever macro tricks should be put in header files not to
pollute the code with hard-to-read parts. It’s highly recommended to have style guides
to keep code from several programmers as consistent as possible.

Maintainability

Good code is easy to modify; for example, to add new features to. Although the C
preprocessor is sometimes considered a bit of a curse, macros (and, of course, functions
for bigger code pieces) are good to avoid code repetition. Try to recognise code patterns
and not repeat them; this way, it’s easier to fix possible bugs as they are only in one
place.

Reusability

Good code should be commented and documented otherwise. Good and precise design
specifications help especially team projects. I suggest splitting projects into logical
parts, defining the interfaces between them, and then implementing the modules. This
kind of approach is called divide and conquer by some. There are also top-down
aspects with this approach (you try to see the big picture and start working towards the
details), but the programmers working on the modules may just as well use bottom-up
at lower level. It’s the end-result, the produced code and its quality, that counts. Keep
in mind software development is art and everyone has their own style which is good to
respect as long as it doesn’t interfere with other parts of projects.

137

138

CHAPTER 20. A VIEW ON STYLE

20.2 Thoughts

To Each Their Own

I feel the need to point out that this section is a personal view on things. Team projects
may have style guides and policies very different from these; individual programmers
tend to have their own preferences. To each their own - consider this section food for
thought.

Simplicity

Good code should be as self-documenting as possible. Readability, clarity, intuitivity,
logicality, and such factors contribute to the quality of code. Simplicity makes things
easy to test, debug, and fix. Errare humanum est; the fewer lines of code you have, the
fewer bugs you are likely to find.

Brevity

To make code faster to type, read, and hopefully grasp, I suggest using relatively brief
identifier names.

Here is a somewhat extreme example

/* ’bad’ code commented out */
#if 0
#define pager_get_page_offset(adr) ((uintptr_t)(adr) & 0xfff)
#endif

/* clarified version */
#define pageofs(adr) ((uintptr_t)(adr) & 0xfff)

Note how much easier it is to read the latter one and how little if any information we
hid from the programmers exploring the code.

Mixed Case

As a personal protest at mixing case, let me point out a couple of observations.

Here’s a few different ways for naming a macro like above

It is faster to type and easier to read

pageofs(ptr);

than

page_ofs(ptr);

or

PageOffset(ptr);

or

pageOffset(ptr);

or even

PageOfs(ptr);

20.3. CONVENTIONS

139

You don’t need to hold the shift key for the first one, plus it seems both the most
compact and clearest version to read to me.

As a rule of thumb, the smaller the scope of your variables and functions, the shorter
the names can be.

Consistency

Style is, well, a matter of taste. What ever kind of style you choose, be uniform and
consistent about it. A bit of thought and cleverness will take your code forward a long
way in terms of readability; it’s good for both modifiability and maintainability.

Uniformity

Bigger projects, especially those with several people working on them, benefit mirac-
ulously if all programmers use uniform style. Should you be starting such a project, I
suggest you look into writing a style guide one of the very first things.

20.3 Conventions

K & R

This chapter lists some basic conventions I’m used to follow. Many of these originate
from sources such as Kernighan & Ritchie (the creators of the C language), old UNIX
hackers, and so forth.

20.3.1 Macro Names

Constant Values

One often sees macros named in all uppercase; the C language and UNIX themselves
use this convention repeatedly; SIGABRT, SIGSEGV, SIGILL, EILSEQ, EINTR, EA-
GAIN, etc. all fit my convention of naming constant value macros in all upper case.

Even though I have done so, I tend not to name function-like macros (those with ar-
guments evaluating to a non-constant value) in upper case; instead, I do things such
as

#define SIGMSK
#define SIGRTMSK 0x50 // realtime signals; above 31

0x3f // signals 0 through 63

/* u is unsigned; 0 is not a valid signal number */
#define _sigvalid(u) ((u) && !((u) & ~_SIGMSK))

Note that it’s good form to document what you have done using macros because you
can’t take pointers to macros (could be resolved with wrapper functions).

Comments

Right these days, I’m adopting to the convention of using ’C++ style’ comments (start-
ing with "//") introduced to C in the 1999 ISO standard for end-of-line comments and
comments enclosed between ’/*’ and ’*/’ for comment-only lines. A multiline com-
ment I write like

140

/*

CHAPTER 20. A VIEW ON STYLE

* HAZARD: dirty programming trick below.
*/

#define ptrisaln(ptr, p2) \

(!((uintptr_t)(ptr) & ((p2) - 1)))

Many nice editors such as Emacs can do code highlights, so for example on my setup,
comments show as red text. Such highlight features can also help you debug code;
think of an unclosed comment making a long piece of text red and how easy it makes
to spot the missing comment closure.

20.3.2 Underscore Prefixes

Note that C reserves identifiers whose name begin with an underscore (’_’) for system
use. Read on, though.

An old convention is to prefix names of identifiers with narrow scope (not visible to all
files) with underscores. It’s negotiable if one should use a single underscore or two - or
use them at all. Chances are you should introduce such identifiers within the file or in
a header used in relatively few places. A seasoned hacker may barf on you if you make
them globally visible. =)

20.3.3 Function Names

Even though I’m not a big fan of all object-oriented naming schemes, I do attest seeing
the name of the module (file) where a function is implemented from its name is a good
thing. Whether you should or should not use underscores as word delimiters depends
on what you feel is the best way. ;) However, my vote still goes for brevity; remember
my earlier rant about why I would use pageofs as a macro name over a few alternatives.

20.3.4 Variable Names

I will tell you a few examples of how I’m planning to name variables in my ongoing
kernel project.

(cid:15) As always, try to be brief and descriptive.

(cid:15) Leave the shortest names, such as ’x’, ’y’, ’z’, to automatic variables or, when
there’s little risk of being misunderstood, aggregate fields to avoid namespace
collisions.

(cid:15) Use parameter names for function prototypes in header files.

(cid:15) Use longer and more descriptive names for global variables (if you need to use

them) and function arguments, again to avoid polluting the name space.

(cid:15) Use names starting with ’u’ for unsigned types to make it easier to predict vari-
able behavior, especially when doing more creative arithmetics (e.g., dealing
with overflows by hand) on them.

20.3. CONVENTIONS

20.3.5 Abbreviations

141

I am of the opinion that abbreviations are a good thing when used with care; uniformly
and consistently. However, naming schemes for them vary so much that I thought a bit
of documentation on them would be good.

Examples

142

CHAPTER 20. A VIEW ON STYLE

Abbreviation
adr
arg
atr
aln
auth
blk
buf
cbrt
cl
con
cpu
ctx
cur
decr
fp
fpu
frm
func
gpu
lst
mem
mod
nam
num
hst
htab
hw
id
incr
intr
lg
mtx
ndx
num
nod
pc
perm
phys
pnt
ppu
proc
prot
proto
pt
ptr
rbt
reg
ret
rtn
sem
shm
sp
sqrt
stk
str
tab
thr
tmp
val
virt

vm

Explanation
address; numerical pointer value
argument
attribute
alignment; addresses
authentication; authorisation
block; I/O
buffer; I/O
cubic root
cache line
console
central processor unit
context
current [item]
decrement
frame pointer
floating point unit
frame
function; function pointers
graphics processor unit
list
memory
module
name
number; numerical identication
host
hash table
hardware
[possibly numerical] identification
increment
interrupt
logarithm
mutex (mutual exclusion lock)
index
number; numerical ID
node
program counter; instruction pointer
permission
physical; address
point
physics processor unit
process; processor
protection
protocol
part; point
pointer
red-black tree
register
return
routine
semaphore
shared memory
stack pointer
square root
stack
string
table; array
thread
temporary variable
[probably numerical] value
virtual; address

virtual memory

20.4. NAMING CONVENTIONS

143

I suggest the laziness of not thinking beyond names such as xyzzy, foo, bar, foobar,
etc. for only the very quickest [personal] hacks. There it can be lots of fun though, and
it may be humorous to people with similar hacker mindset. =D

20.4 Naming Conventions

(cid:15) prefix machine-specific names with m_ (machine dependent), for example struct

m_iret

(cid:15) prefix floating point variable names with f
(cid:15) name loop iteration counts like i (int) or l (long); for nested loops, use successive

single-letter names (j, k, etc. or m, n and so forth

(cid:15) use mathematical symbols such as x, y, and z where relevant
(cid:15) n for count variables; alone or as a prefix
(cid:15) name functions and function-like macros descriptively like pagemap(), pagezero()
(cid:15) prefix file-global entities (ones outside functions) with module (file) or other
logical names; for example, a global page map in mem.c could be memphysmap
or membufmap

(cid:15) prefix names of program globals (such as structs) with program or some other

conventional name such as k or kern in a kernel

(cid:15) name constant-value macros with all upper case like the C language often does

(e.g. EILSEQ)

(cid:15) brevity over complexity; why name a function kernel_alloc_memory when
kmalloc works just as well; is easier to read and actually C-library style/con-
ventional

Here is an example. TODO: better/bigger example

#include "mem.h"

/* initialise i386 virtual address space */
pageinit(uint32_t *map, uint32_t base, uint32_t size);

#define KVMBASE 0xc0000000 // virtual memory base
#define NPDE

1024

uint32_t mempagedir[NPDE];

Globals

Note that use of globals entities (those beyond file scope), should generally be avoided.
When you have to do it, consider using file-scope structures which you put members
into and passing pointers them to your functions. This will keep the namespace cleaner
and confusions fewer.

This code snippet reflects how I tend to, to a point, organise things in files. The order
is usually something like described below.

CHAPTER 20. A VIEW ON STYLE

144

Source Files

(cid:15) #include statements
(cid:15) globals
(cid:15) function implementations

Header Files

(cid:15) #include statements
(cid:15) typedef statements
(cid:15) function prototypes
(cid:15) function-like macros
(cid:15) constant macros
(cid:15) aggregate type (struct and union) declarations

20.5 Other Conventions

(cid:15) use comments to tell what the code does without getting too detailed
(cid:15) use narrow scope; use static for local scope (used within a file) identifiers; try
to stick close to one file per module (or perhaps a source file + header), e.g.
mem.c and mem.h for memory management

(cid:15) use macros; hiding peculiar things such as creative bit operations makes them
easier to reuse (and if put into header files, keeps them from hurting your eyes
when reading the actual code) :)

(cid:15) avoid ’magic numbers’; define macros for constants in code for better maintain-

ability

(cid:15) use typedef sparingly; keep things easier to grasp at first sight
(cid:15) avoid code repetition and deep nesting; use macros; pay attention to program

flow

(cid:15) use parentheses around macro arguments in macro bodies to avoid hard-to-find

mistakes with macro evaluation

(cid:15) enclose macros which use if inside do /* macro body */ while (0) to avoid

unexpected behavior with else and else if

do ... while (0)

To illustrate the last convention, it is good to use

#define mymacro(x) \
do { \

if (x) printf("cool\n") else printf("bah\n"); \

} while (0)

or, perhaps better still

20.5. OTHER CONVENTIONS

145

#define mymacro(x) \
do { \

if (x) { \

printf("cool\n"); \

} else { \

printf("bah\n"); \

}

} while (0)

instead of

#define mymacro(x) \
if (x) printf("cool\n") else printf("bah\n")

146

CHAPTER 20. A VIEW ON STYLE

Part IX

Code Optimisation

147

Chapter 21

Execution Environment

21.1 CPU Internals

In this section, we shall take a quick look on some hardware-level optimisation tech-
niques which processors use commonly.

21.1.1 Prefetch Queue

Prefetch queues are used to read chunks of instruction data at a time. It’s a good idea
not to use many branching constructs, i.e. jump around in code, to keep the CPU
from not having to flush its prefetch queue often.

21.1.2 Pipelines

Processor units use pipelining to execute several operations in parallel. These oper-
ations, micro-ops, are parts of actual machine instructions. A common technique to
make code ’pipeline’ better, i.e. run faster, is to avoid data dependencies in adjacent
operations. This means that the target operands should not be source operands for
the next instruction (or operation at ’high’ level such as C code). Ordering operations
properly reduces pipeline stalls (having to wait for other operations to complete to
continue), therefore making code execute more in parallel and faster.

21.1.3 Branch Prediction

TODO

149

150

CHAPTER 21. EXECUTION ENVIRONMENT

Chapter 22

Optimisation Techniques

Even though careful coding will let you avoid having to apply some of these techniques,
it is still good to know about them for the cases where you deal with code either written
by other people or by yourself earlier; one learns and becomes better all the time by
doing; in this case, a better programmer by programming.

22.1 Data Dependencies

A Few Words on Memory

Note that memory has traditionally been, and still is to a point, much slower to access
than registers. Proper memory access works word by word within alignment require-
ments. Memory traversal such as zeroing pages should benefit from

Removing Data Dependency on Pointer

while (i--) {

ptr[0] = 0;
ptr[1] = 0;
ptr[2] = 0;
ptr[3] = 0;

ptr += 4;
}

over

while (i--) {

*ptr++ = 0;
*ptr++ = 0;
*ptr++ = 0;
*ptr++ = 0;

}

because the next memory transfer does not depend on a new pointer value. It often
pays to organise memory access in code, just like it’s good to organise instructions so

151

152

CHAPTER 22. OPTIMISATION TECHNIQUES

as to do something creative before using the last computation’s results. This technique
is called data dependency elimination.

22.2 Recursion Removal

Here is the modified first example program for a hypothetical programming game we
are developing codenamed Cyberhack. :)

void
start(void)
{

run(rnd(memsz));

}

void
run(unsigned int adr)
{

int myid = 0x04200420;
int *ptr = (int *)adr;

ptr[0] = myid;
ptr[1] = myid;
ptr[2] = myid;
ptr[3] = myid;

run(rnd(memsz));

}

As the experienced eye should see, this would lead to quite a bit of stack usage; run()
calls itself tail-recursively (recursion at end). Every call will generate a new stack
frame, which leads to indefinitely growing stack.

Stack Bloat After N Calls to run()

return address to caller
caller’s frame pointer

retadr
prevfp
> ... <
retadr Nth stack frame
prevfp Nth stack frame

You should, instead, use something like

void
start(void)
{

for ( ; ; ) {

run(rnd(memsz));

}

}

void

22.3. CODE INLINING

153

run(unsigned int adr)
{

int myid = 0x04200420;
int *ptr = (int *)adr;

ptr[0] = myid;
ptr[1] = myid;
ptr[2] = myid;
ptr[3] = myid;

return;

}

22.3 Code Inlining

inline-keyword

C99 introduced (and systems widely used it before) the keyword inline. This is a hint
to the compiler to consider inlining functions.

Let’s look at the example of C in the end of the previous chapter. We call run() once
per loop iteration from start(). Instead, it’s a good idea to use

void
run(void)
{

int myid = 0x04200420;

for ( ; ; ) {

int *ptr = (int *)rnd(memsz);

ptr[0] = myid;
ptr[1] = myid;
ptr[2] = myid;
ptr[3] = myid;

}

}

In this final example, we get by with only one stack frame for run().

Inlining Code

The idea of inlining code is to avoid function calls, especially for small operations and
ones that are done often (say, from inside loops).

Macros can be used for extreme portability, but __inline__ and related attributes have
been around for so long already (not in C89) that they are often a better bet; macros are
next to impossible to debug.

Here is a GCC example. rdtsc() was first introduced in the chapter Inline Assembly
elsewhere in this book. This is an example that uses inline in concert with static in
header files, so the declaration is only visible in one file at a time.

154

CHAPTER 22. OPTIMISATION TECHNIQUES

static __inline__ uint64_t
rdtsc(void)
{

rdtsc_t tsval;

__asm__ ("rdtsc\n"

"movl %%eax, %0\n"
"movl %%edx, %1\n"
: "=m" (tsval.u32[0]),
"=m" (tsval->u32[1])
: /* no INPUT field */
: "eax", "edx");

return tsval.u64;

}

Here is the same code changed to a macro. This one works even with compilers not
supporting the use of keywords such as inline or __inline__.

/* write RDTSC to address tp in memory */
#define rdtsc(tp)

\

__asm__ ("rdtsc\n"

\

\

"movl %%eax, %0\n
"movl %%edx, %1\n"
\
: "=m" ((tp)->u32[0]) \
"=m" ((tp)->u32[1])
\
: /* no INPUT field */ \
: "eax", "edx")

22.4 Unrolling Loops

This section describes a technique which good compilers utilise extensively.

Chances are you don’t need to unroll by hand, but I think it’s good to see how to do it
and even a good compiler might not do it when you want to.

This section represents use of so-called Duff’s device.

22.4.1 Basic Idea

The idea of loop unrolling is to run the code for several loop iterations during one.
This is to avoid loop-overhead, mostly of checking if the loop is to be reiterated, and
perhaps, with modern CPUs, to utilise pipeline-parallelism better.

I will illustrate loop unrolling with a simplified piece of code to set memory to zero
(a common operation to initialise global data structures as well as those one gets from
malloc(); the latter can be asked to be zeroed explicitly by using calloc()). This one
assumes sizeof(long); for a better version, see section Duff’s Device below.

Source Code

22.5. BRANCHES

155

void
pagezero(void *addr, size_t len)
{

long *ptr = addr;
long val = 0;
long incr = 4;

len >>= 4;
while (len--) {

ptr[0] = val;
ptr[1] = val;
ptr[2] = val;
ptr[3] = val;
ptr += incr;

}

}

22.5 Branches

As a rule of thumb, if and when you have to use branches, order them so that the most
likely ones are listed first. This way, you will do fewer checks for branches not to be
taken.

22.5.1 if - else if - else

It pays to put the most likely branches (choices) to be taken as far up in the flow as
possible.

22.5.2 switch

Switch is useful, e.g. for implementing Duff’s devices.

22.5.2.1 Duff’s Device

Duff’s Device

Duff’s device can best be demonstrated by how to use it. Here is a version of our
function pagezero() above programmed using one. Pay attention to how the switch
falls through when not using break to terminate it. This example also attempts to
figure out sizeof(long) at compile-time by consulting compiler implementation’s type
limits.

Source Code

156

CHAPTER 22. OPTIMISATION TECHNIQUES

/* don’t compile */

/* use Duff’s device for unrolling loop */

#include <stdint.h>
#include <limits.h>

/* determine size of long */
#if (ULONG_MAX == 0xffffffffUL)
#define LONGBITS 32
#elif (ULONG_MAX == 0xffffffffffffffffUL)
#define LONGBITS 64
#else
#error pagezero not supported for your word-size
#endif

void
pagezero(void *addr, size_t len)
{

long *ptr = addr;
long val = 0;
long incr = 4;

#if (LONGBITS == 32)

long mask = 0x0000000fL;

#elif (LONGBITS == 64)

long mask = UINT64_C(0x00000000000000ffL);

#endif

#if (LONGBITS == 32)

len >>= 4;

#elif (LONGBITS == 64)

len >>= 5;

#endif

while (len) {

/* Duff’s device */
switch (len & mask) {

case 0:

ptr[3] = val;

case 1:

ptr[2] = val;

case 2:

ptr[1] = val;

case 3:

ptr[0] = val;

}
ptr += incr;
len--;

}

}

22.5. BRANCHES

22.5.3 Jump Tables

157

Sometimes there’s a way to get around branching with if - elseif - else or switch state-
ments by making close observations on the values you decide branch targets on.

As an example, I’ll show you how to optimise event loops, which practically all X11
clients (application programs) use.

Here, the thing to notice is that instead of the possibly worst case of doing something
like

XEvent ev;

XNextEvent(disp, &event);
if (ev.type == Expose) {

/* handle Expose events */

} else if (ev.type == ButtonPress) {

/* handle ButtonPress events */
} else if (ev.type == ButtonRelease) {

/* handle ButtonRelease events */

} /* and so forth. */

which can easily grow into a dozen else if branches or more,

one could do something like

/* ... */
switch (ev.type) {

case Expose:

/* handle Expose events */

break;

case ButtonPress:

/* handle ButtonPress events */

break;

case ButtonRelease:

/* handle ButtonRelease events */

break;
/* and so on */
default:

break;

}

which a good compiler might find a way to optimise to a jump table, it’s worth one’s
attention to take a look at event number definitions in <X11/X.h>

/* excerpts from <X11/X.h> */
/* ... */
#define ButtonPress 4
#define ButtonPress 5

158

CHAPTER 22. OPTIMISATION TECHNIQUES

/* ... */
#define Expose
/* ... */
#define LASTEvent

12

36 /* must be bigger than any event # */

As we can see, not only are event numbers small integral constants greater than 0 (0
and 1 are reserved for protocol errors and replies), but an upper limit for them is also
defined. Therefore, it is possible, for standard (i.e. non-extension) Xlib events, to do
something like

#include <X11/X.h>
/* event handlers take event pointer argument */
typedef void evfunc_t(XEvent *);

evftab[LASTEvent]; /* zeroed at startup */

evfunc_t
evfunc_t *evfptr;
XEvent ev;

XNextEvent(disp, &ev);
evfptr = evftab[ev->type]
if (evfptr) {

evfptr(&ev);

}

Function Pointers

In short, we typedef (for convenience) a new type for event handler function pointers
and use event numbers to index a table of them. In case we find a non-zero (non-NULL)
pointer, there is a handler set for the event type and we will call it, passing a pointer to
our just-read event to it. Not only is the code faster than the earlier versions, but it is
also cleaner and more elegant if you ask me.

Dynamic Approach

It is also possible to extend this scheme to handle extension events if you allocate the
handler function pointer table dynamically at run time.

22.6 Bit Operations

In these examples, the following conventions are used

Notes
one 1-bit, the rest are zero

Variable Requirements
p2
power of two
l2
base-2 logarithm
w
integral value

w ^ w equals 0.

w ^ 0xffffffff equals ~w.

if l2 raised by 2 is p2 and w is unsigned,

22.6. BIT OPERATIONS

159

w >> l2 is equal to w / p2 and

w << l2 is equal to w * l2.

if and only if p2 is power of two,

p2 % (p2 - 1) equals 0.

~0x00000000L equals 0xffffffffL [equals (-1L)].

Notes

(cid:15) ISO C standard states results of right shifts of negative values are undefined.
The C standard also doesn’t specify whether right shifts are logical (fill with
zero) or arithmetic (fill high bits with sign).

22.6.1 Karnaugh Maps

TODO: show how to use Karnaugh maps to optimise Boolean stuff.

22.6.2 Techniques and Tricks

I will start this section with what seems a somewhat rarely used trick.

A double-linked list item typically has two pointers in each item; prev and next, which
point to the previous and next item in a list, respectively. With a little bit magic and
knowing one of the pointers at access time, we can pack two pointers into one integral
value (probably of the standard type uintptr_t).

pval = (uintptr_t)ptr1 ^ (uintptr_t)ptr2;

/* do something here */

/* pval properties */
p1 = (void *)(pval ^ (uintptr_t)ptr2);
p2 = (void *)(pval ^ (uintptr_t)ptr1);

We can also remove one of the value by XORing the value of their XOR with the other
one, so

op1 = (void *)(pval ^ p2); // op1 == ptr1
op2 = (void *)(pval ^ p1); // op2 == ptr2

would give us the original values of ptr1 and ptr2.

In other words, the XOR logical function is used so that XORing the packed value with
one pointer evaluates to the integral value of the second one.

Note that you can’t remove items from the middle of a list implemented using this
technique if you don’t know the address of either the previous or next item. Hence,
you should only use it for lists when you operate by traversing them in order. This
could be useful for a kernel pager LRU queues; the list would allow us to add (push)

160

CHAPTER 22. OPTIMISATION TECHNIQUES

page item just allocated or paged in front of the queue and remove (dequeue) pages to
be written out from the back. The structure would then serve as a stack as well as a
simplified two-end list.

This looks fruitful; a trivial structure for implementing such a list would look like

struct page {
uintptr_t
struct page *prev;
struct page *next;

adr;

};

This would be changed to

struct page {

uintptr_t adr;
uintptr_t xptr; // XOR of prev and next.

};

If we have a table of such structures, we may not even need the address field; the
address space is linear and if there is a structure for every page starting from the address
zero and pagetab is a pointer to the table, we can do

#define PTRPGBITS 12 // i386

/* calculate page address from structure offset */
#define pageadr(pp) \

((uintptr_t)((pp) - (pagetab)) << PTRPGBITS)

/* minimal page structure */
struct page {

uintptr_t xptr; // XOR of prev and next.

};

The i386 has virtual address space of 1024 * 1024 pages, so the savings compared
to the first version are (1024 * 1024 * 64 bits) which is 8 megabytes; we’d only use
4 megabytes instead of 12 for the page structure table, and even the second version
would use 8.

22.7 Small Techniques

22.7.1 Constant Folding

22.7.2 Code Hoisting

Loop invariant motion

Taking everything unnecessary out of loops, especially inner ones, can pay back nicely.
A good compiler should know to do this, but it’s still good to know what is going on.

do {

*ptr++ = 0;

22.8. MEMORY ACCESS

161

} while (ptr < (char *)dest + nb);

We can hoist the addition out of the loop continuation test.

char *lim = (char *)dest + nb;

do {

*ptr++ = 0;
} while (ptr < lim);

22.8 Memory Access

C programmers see memory as flat table of bytes. It is good to access memory in as
big units as you can; this is about words, cachelines, and ultimately pages.

22.8.1 Alignment

As a rule of thumb, align to the size of the item aligned; e.g.

Alignment Common Types
1-byte
2-byte
4-byte
8-byte
16-byte

int8_t, uint8_t, char, unsigned char
int16_t, uint16_t, short
int32_t, uint32_t, int, long for 32-bit
int64_t, uint64_t, long on 64-bit, long long
long double if 128-bit

Assumed Type Sizes

The table above lists sized-types (recommended), but also common assumptions to
make it easier for you to read existing code or write code for older pre-C99 compilers.

22.8.2 Access Size

Try to keep memory access sizes aligned to word, cacheline, and page boundaries.
Keep closely-related data close in memory not to use too many cachelines. Access
memory in words rather than bytes where possible (alignment!).

22.8.2.1 Alignment

Many systems raise a signal on unaligned word access of memory, and even the ones
that don’t will need to read two words and combine the result. Therefore, keep your
word access aligned to word boundaries at all times.

if p2 is power of two, a pointer is
aligned to p2-boundary if

((uintptr_t)ptr & ((p2) - 1)) == 0

This leads to the macro

162

CHAPTER 22. OPTIMISATION TECHNIQUES

#define aligned(p, p2) \

(((uintptr_t)(p) & ((p2) - 1)) == 0)

Which can also be written as

#define aligned(p, p2) \

(!((uintptr_t)(p) & ((p2) - 1)))

Which one of these two forms is more readable is a matter of taste.

22.8.3 Cache

Typical microprocessors have 2-3 levels of cache memory running at different speeds.
The L1 (on-die) cache is the fastest. Memory is read into cache a cacheline or stride
at a time; on a typical IA-32 architecture, the cacheline is 32 bytes, i.e. 256 bits. By
using local cache parameters and word-access wisely, you can have good wins in code
run speeds.

22.8.3.1 Cache Prewarming

Pentium Writeback Trick

Interestingly, it looks like some Pentium-class systems such as my AMD Athlon XP,
seem to write cachelines faster if they read the first item of the cacheline to be written
into a register first. For example, see the sections on pagezero() below. The trick is to
make sure the cacheline is in cache memory to avoid writing to main memory directly
with the Pentium writeback semantics. It depends on the application whether this usage
of the cache speeds things up.

22.9 Code Examples

22.9.1 pagezero()

Here I make a few assumptions to simplify things. This could be used verbatim at
kernel-level as the name of the function, pagezero, suggests.

The requirements (which make all but the trivial version unuseful as implementations
of memset(), an implementation of which is found elsewhere in this book), for this
function are

TODO: fix item #3

(cid:15) The region to be zeroed must be aligned to a boundary of long, i.e. its address is

an even multiple of sizeof(long).

(cid:15) The size of the region is a multiple of sizeof(long).

(cid:15) In the unrolled versions, the size of the region must be a multiple of 4 * sizeof(long).

22.9. CODE EXAMPLES

163

Note that even though some of these implementations may seem silly, I have seen most
if not all of them reading code. Everyone makes mistakes and has to end improving
things if, say, deadlines are to be met. After all, computer programming is an ongoing
learning process which is one of the reasons it can be so satisfactory. It also seems
good to look at slower code to see how it can be improved.

22.9.1.1 Algorithms

pagezero1()

In short, we set memory to 0 a long at a time. This is the trivial and slowest version.

Source Code

/* we assume sizeof(long) is 4 */

void
pagezero1(void *adr, size_t len)
{

long *ptr = adr;

len >>= 2;
while (len--) {
*ptr++ = 0;

}

}

pagezero2()

Let us unroll the loop to make the code run faster.

Source Code

void
pagezero2(void *adr, size_t len)
{

long *ptr = adr;

len >>= 2;
while (len) {

*ptr++ = 0;
*ptr++ = 0;
*ptr++ = 0;
*ptr++ = 0;
len -= 4;

}

}

pagezero3()

Let us, without thinking of it twice, replace the subtraction of 4 from len because INC

164

CHAPTER 22. OPTIMISATION TECHNIQUES

(decrement by one) might be a faster machine instruction than SUB (generic subtrac-
tion).

Source Code

void
pagezero3(void *adr, size_t len)
{

long *ptr = adr;

len >>= 4;
while (len--) {
*ptr++ = 0;
*ptr++ = 0;
*ptr++ = 0;
*ptr++ = 0;

}

}

As DIV (division) tends to be a very slow operation and 4 is a power of two, I also used

len >> 4;

instead of

len /= 16;

or, better

len /= 4 * sizeof(long);

which a good compiler should do as well.

This may be a bit better, but still quite pathetic.

pagezero4()

There’s a data dependency on ptr, whose value changes right after we use it and so
right before we use it again. Fortunately, it is easy to eliminate this speed issue.

Let’s try

Source Code

void
pagezero4(void *adr, size_t len)
{

long *ptr = adr;
size_t ofs = 0;

len >>= 4;
while (len--) {

ptr[ofs] = 0;
ptr[ofs + 1] = 0;
ptr[ofs + 2] = 0;
ptr[ofs + 3] = 0;

22.9. CODE EXAMPLES

165

ptr += 4;

}

}

pagezero5()

Again, this looks better. However, as you can see, we are doing unnecessary calcula-
tions adding constants to ofs. Time to change the code again. As it turns out, we don’t
need the variable ofs at all.

Source Code

void
pagezero5(void *adr, size_t len)
{

long *ptr = adr;

len >>= 4;
while (len--) {
ptr[0] = 0;
ptr[1] = 0;
ptr[2] = 0;
ptr[3] = 0;
ptr += 4;

}

}

There’s at least one more reason why this should be better than the previous version in
addition to the fact that we eliminated a variable and a bunch of addition operations;
IA-32 supports indexed addressing with immediate 8-bit index constants (embedded to
machine instructions), and a good compiler should make this version use 8-bit imme-
diate indices.

pagezero6()

There is still one more thing a good compiler should do that I will show for the sake
of your knowledge. Let us eliminate the possibility of a non-optimising compiler (or
optimising one running with the optimisations turned off, which is common practice
when compiling code to be debuggable) doing the memory writes by replicating a
MOV with the constant zero as immediate operand.

Source Code

void
pagezero6(void *adr, size_t len)
{

long *ptr = adr;
long val = 0;

len >>= 4;
while (len--) {

ptr[0] = val;

166

CHAPTER 22. OPTIMISATION TECHNIQUES

ptr[1] = val;
ptr[2] = val;
ptr[3] = val;
ptr += 4;

}

}

Now, with a bit of luck, val is assigned a register, the instructions [without the imme-
diate operands] shorter and so the loop more likely to use less code cache to reduce
’trashing’ it, and last but not least, the size of the compiled binary should be smaller.

pagezero7()

As one more change, let’s try replacing the increment constant 4 within the loop with a
variable (hopefully register). Note that most of the time, the register keyword should
not be used because it forces compilers to allocate a register for the whole runtime
of the function, therefore making the set of available registers for other computations
smaller.

Source Code

void
pagezero7(void *adr, size_t len)
{

long *ptr = adr;
long val = 0;
long incr = 4;

len >>= 4;
while (len--) {

ptr[0] = val;
ptr[1] = val;
ptr[2] = val;
ptr[3] = val;
ptr += incr;

}

}

pagezero8()

This version of the routine adds a bit of portability. Note that you can’t use sizeof(long)
to define LONGBITS; this makes the code need to be modified for different systems;
not a hard thing to port.

pagezero8() also moves the loop counter decrement [by one] operation to the end of
the loop; it doesn’t need to be executed right after checking it in the beginning.

Source Code

#define LONGBITS 32
void
pagezero8(void *adr, size_t len)
{

22.9. CODE EXAMPLES

167

long *ptr = adr;
long val = 0;
long incr = 4;

#if (LONGBITS == 32)

len >>= 4;

#elif (LONGBITS == 64)

len >>= 5;

#endif

while (len) {

ptr[0] = val;
ptr[1] = val;
ptr[2] = val;
ptr[3] = val;
len--;
ptr += incr;

}

}

pagezero9() and test

I read the good book Inner Loops by Rick Booth to learn what my old friend Eric
B. Mitchell calls cache warming; Rick explains how Pentiums use writeback cache
in a way that they write directly to main memory if the cacheline being written is
not in cache. This is probably the reason a cacheline read before writing the cacheline
dropped pagezero()’s runtime from 12 microseconds for pagezero8() to 9 for pagezero9()
on the system I tested them on. A worthy speedup. Note also how I let memory access
settle for a bit by moving other operations in between reading memory and writing it.
As a Pentium-detail, the beast has 8 data buses to cache, one for each 4-byte entity of
the cacheline, so writes here should use all 8 buses and work fast. With the Pentium
parameters of 32-byte cache lines and 32-bit long words, this loop writes a single cache
line of zeroes each loop iteration.

Some of the header files, such as zen.h needed to build the examples in this book are
represented in the part Code Examples.

Source Code

#include <stdio.h>
#include <stdlib.h>
#include "cdecl.h"
#include "zen.h"

/* we assume sizeof(long) is 4 */
#define LONGBITS 32

uint8_t pagetab[1024 * 1024] __attribute__((__aligned__(4096)));

unsigned long
profzen(void (*routine)(void *, size_t), char *str)
{

168

CHAPTER 22. OPTIMISATION TECHNIQUES

clk;

zenclk_t
unsigned long nusec;
unsigned long mintime;
long

l;

memset(pagetab, 0xff, sizeof(pagetab));
sleep(1);
for (l = 0 ; l < 1024 ; l++) {

zenstartclk(clk);
routine(pagetab, 65536);
zenstopclk(clk);
nusec = zenclkdiff(clk);
if (nusec < mintime) {

mintime = nusec;

}

}
fprintf(stderr, "%s took %lu microseconds\n", str, mintime);

return nusec;

}

void
pagezero9(void *adr, size_t len)
{

long *next = adr;
long *ptr;
long val = 0;
long incr = 8;
long tmp;

#if (LONGBITS == 32)

len >>= 5;

#elif (LONGBITS == 64)

len >>= 6;

#endif

while (len) {

tmp = *next;
len--;
ptr = next;
ptr[0] = val;
ptr[1] = val;
ptr[2] = val;
ptr[3] = val;
next += incr;
ptr[4] = val;
ptr[5] = val;
ptr[6] = val;
ptr[7] = val;

}

}

22.9. CODE EXAMPLES

169

int
main(int argc, char *argv[])
{

profzen(pagezero9, "pagezero9");

exit(0);

}

22.9.1.2 Statistics

Let’s take a look at the speed of our different versions of the pagezero routine and look
at how to measure execution timer using the Zen timer represented in its own chapter
elsewhere in this book.

Here is a test program; I have included the routines to let you not have to skim this
book back and forth to see how they work, therefore making it easy to compare the
impact of the changes on the run speed.

Note that the tests are run on a multitasking system (without not much other activity,
though). I take the minimum of 1024 runs so I can eliminate the impact of the process
possibly getting scheduled out, i.e. put to sleep, in the middle of the tests. I also try
to avoid this by sleeping (to let the kernel schedule us out, then back in) before I start
running the routine to be tested.

Source Code

TODO: include stats for pagezero8() and pagezero9()

#include <stdio.h>
#include <stdlib.h>
#include <stdint.h>
#include "cdecl.h"
#include "zen.h"
#include "zenia32.h"

#define LONGSIZE
4
#define LONGSIZELOG2 2

void
pagezero0(void *adr, size_t len)
{

char *ptr = adr;

while (len--) {
*ptr++ = 0;

}

}

void

170

CHAPTER 22. OPTIMISATION TECHNIQUES

pagezero1(void *adr, size_t len)
{

long *ptr = adr;

len >>= LONGSIZELOG2;
while (len--) {
*ptr++ = 0;

}

}

void
pagezero2(void *adr, size_t len)
{

long *ptr = adr;

len >>= LONGSIZELOG2;
while (len) {

*ptr++ = 0;
*ptr++ = 0;
*ptr++ = 0;
*ptr++ = 0;
len -= 4;

}

}

void
pagezero3(void *adr, size_t len)
{

long *ptr = adr;

len >>= 2 + LONGSIZELOG2;
while (len--) {
*ptr++ = 0;
*ptr++ = 0;
*ptr++ = 0;
*ptr++ = 0;

}

}

void
pagezero4(void *adr, size_t len)
{

long *ptr = adr;
size_t ofs = 0;

len >>= 2 + LONGSIZELOG2;
while (len--) {

ptr[ofs] = 0;
ptr[ofs + 1] = 0;
ptr[ofs + 2] = 0;

22.9. CODE EXAMPLES

171

ptr[ofs + 3] = 0;
ptr += 4;

}

}

void
pagezero5(void *adr, size_t len)
{

long *ptr = adr;

len >>= 2 + LONGSIZELOG2;
while (len--) {
ptr[0] = 0;
ptr[1] = 0;
ptr[2] = 0;
ptr[3] = 0;
ptr += 4;

}

}

void
pagezero6(void *adr, size_t len)
{

long *ptr = adr;
long val = 0;

len >>= 2 + LONGSIZELOG2;
while (len--) {

ptr[0] = val;
ptr[1] = val;
ptr[2] = val;
ptr[3] = val;
ptr += 4;

}

}

void
pagezero7(void *adr, size_t len)
{

long *ptr = adr;
long val = 0;
long incr = 4;

len >>= 2 + LONGSIZELOG2;
while (len--) {

ptr[0] = val;
ptr[1] = val;
ptr[2] = val;
ptr[3] = val;
ptr += incr;

172

}

}

CHAPTER 22. OPTIMISATION TECHNIQUES

//uint8_t pagetab[4096] __attribute__((__aligned__(4096)));
uint8_t *pagetab[128];

unsigned long
profzen(void (*routine)(void *, size_t), char *str)
{
#if (PROFCLK)

zenclk_t
clk;
unsigned long cnt;
unsigned long mintime = 0;
long

l;

#elif (PROFTICK)
zentick_t

tick;

#if (LONGSIZE == 8)

long
long

#else

cnt;
mintime = 0x7fffffffffffffffL;

long long
long long

cnt;
mintime = 0x7fffffffffffffffLL;

#endif

long

#endif

l;

sleep(1);
for (l = 0 ; l < 128 ; l++) {

pagetab[l] = malloc(4096);

#if (PROFCLK)

zenstartclk(clk);

#elif (PROFTICK)

zenstarttick(tick);

#endif

routine(pagetab[l], 4096);

#if (PROFCLK)

zenstopclk(clk);
cnt = zenclkdiff(clk);

#elif (PROFTICK)

zenstoptick(tick);
cnt = zentickdiff(tick);

#endif

if (cnt < mintime) {

mintime = cnt;

}

}
for (l = 0 ; l < 128 ; l++) {

free(pagetab[l]);

}

#if (PROFCLK)

22.9. CODE EXAMPLES

173

fprintf(stderr, "%s took %lu microseconds\n", str, mintime);

#elif (PROFTICK)

fprintf(stderr, "%s took %lld cycles\n", str, mintime);

#endif

return cnt;

}

void
pagezero8(void *adr, size_t len)
{

long *ptr = adr;
long val = 0;
long incr = 4;

len >>= 2 + LONGSIZELOG2;
while (len) {

ptr[0] = val;
ptr[1] = val;
ptr[2] = val;
ptr[3] = val;
ptr += incr;
len--;

}

}

void
pagezero9(void *adr, size_t len)
{

long *next = adr;
long *ptr;
long val = 0;
long incr = 8;
long tmp;

len >>= 3 + LONGSIZELOG2;
while (len) {

tmp = *next;
len--;
ptr = next;
ptr[0] = val;
ptr[1] = val;
ptr[2] = val;
ptr[3] = val;
next += incr;
ptr[4] = val;
ptr[5] = val;
ptr[6] = val;
ptr[7] = val;

}

174

}

CHAPTER 22. OPTIMISATION TECHNIQUES

void
pagezero10(void *adr, size_t len)
{

long *next1 = adr;
long *next2 = (long *)((uint8_t *)adr + (len >> 1));
long *ptr1;
long *ptr2;
long val = 0;
long incr = 8;
long tmp1;
long tmp2;

len >>= 4 + LONGSIZELOG2;
while (len) {

__builtin_prefetch(next1);
__builtin_prefetch(next2);

//
//

tmp1 = *next1;
tmp2 = *next2;

len--;
ptr1 = next1;
ptr2 = next2;
ptr1[0] = val;
ptr2[0] = val;
ptr1[1] = val;
ptr2[1] = val;
ptr1[2] = val;
ptr2[2] = val;
ptr1[3] = val;
ptr2[3] = val;
next1 += incr;
next2 += incr;
ptr1[4] = val;
ptr2[4] = val;
ptr1[5] = val;
ptr2[5] = val;
ptr1[6] = val;
ptr2[6] = val;
ptr1[7] = val;
ptr2[7] = val;

}

}

void
pagezero11(void *adr, size_t len)
{

long *next1 = adr;
long *next2 = (long *)((uint8_t *)adr + 2048);
long *next3 = (long *)((uint8_t *)adr + 8 * sizeof(long));

22.9. CODE EXAMPLES

175

long *next4 = (long *)((uint8_t *)adr + 2048 + 8 * sizeof(long));
long *ptr1;
long *ptr2;
long val = 0;
long incr = 8;

len >>= 4 + LONGSIZELOG2;
while (--len) {

__builtin_prefetch(next1);
__builtin_prefetch(next2);
__builtin_prefetch(next3);
__builtin_prefetch(next4);
ptr1 = next1;
ptr2 = next2;
ptr1[0] = val;
ptr2[0] = val;
ptr1[1] = val;
ptr2[1] = val;
ptr1[2] = val;
ptr2[2] = val;
ptr1[3] = val;
ptr2[3] = val;
next1 += incr;
next2 += incr;
next3 += incr;
next4 += incr;
ptr1[4] = val;
ptr2[4] = val;
ptr1[5] = val;
ptr2[5] = val;
ptr1[6] = val;
ptr2[6] = val;
ptr1[7] = val;
ptr2[7] = val;

}
ptr1 = next1;
ptr2 = next2;
ptr1[0] = val;
ptr2[0] = val;
ptr1[1] = val;
ptr2[1] = val;
ptr1[2] = val;
ptr2[2] = val;
ptr1[3] = val;
ptr2[3] = val;
ptr1[4] = val;
ptr2[4] = val;
ptr1[5] = val;
ptr2[5] = val;
ptr1[6] = val;

CHAPTER 22. OPTIMISATION TECHNIQUES

176

}

ptr2[6] = val;
ptr1[7] = val;
ptr2[7] = val;

void
pagezero12(void *adr, size_t len)
{

long *next1 = adr;
long *next2 = (long *)((uint8_t *)adr + 2048);
long *next3 = (long *)((uint8_t *)adr + 8 * sizeof(long));
long *next4 = (long *)((uint8_t *)adr + 2048 + 8 * sizeof(long));
long *ptr1;
long *ptr2;
long val = 0;
long incr = 8;

len >>= 4 + LONGSIZELOG2;
while (--len) {

__builtin_prefetch(next1);
ptr1 = next1;
ptr2 = next2;
__builtin_prefetch(next2);
ptr1[0] = val;
ptr2[0] = val;
ptr1[1] = val;
ptr2[1] = val;
__builtin_prefetch(next3);
ptr1[2] = val;
ptr2[2] = val;
ptr1[3] = val;
ptr2[3] = val;
__builtin_prefetch(next4);
next1 += incr;
next2 += incr;
next3 += incr;
next4 += incr;
ptr1[4] = val;
ptr2[4] = val;
ptr1[5] = val;
ptr2[5] = val;
ptr1[6] = val;
ptr2[6] = val;
ptr1[7] = val;
ptr2[7] = val;

}
ptr1 = next1;
ptr2 = next2;
ptr1[0] = val;
ptr2[0] = val;

22.9. CODE EXAMPLES

177

ptr1[1] = val;
ptr2[1] = val;
ptr1[2] = val;
ptr2[2] = val;
ptr1[3] = val;
ptr2[3] = val;
ptr1[4] = val;
ptr2[4] = val;
ptr1[5] = val;
ptr2[5] = val;
ptr1[6] = val;
ptr2[6] = val;
ptr1[7] = val;
ptr2[7] = val;

}

#if 0 /* BROKEN CODE */
void
pagezero13(void *adr, size_t len)
{

long *next1 = adr;
long *next2 = (long *)((uint8_t *)adr + 4096);
long *next3 = (long *)((uint8_t *)adr + 8 * sizeof(long));
long *next4 = (long *)((uint8_t *)adr + 4096 + 8 * sizeof(long));
long *ptr1;
long *ptr2;
long val = 0;
long incr = 8;

len >>= 4 + LONGSIZELOG2;
while (--len) {

__builtin_prefetch(next1);
ptr1 = next1;
ptr2 = next2;
__builtin_prefetch(next2);
ptr1[0] = val;
ptr2[0] = val;
ptr1[1] = val;
ptr2[1] = val;
__builtin_prefetch(next3);
ptr1[2] = val;
ptr2[2] = val;
ptr1[3] = val;
ptr2[3] = val;
__builtin_prefetch(next4);
next1 += incr;
next2 += incr;
next3 += incr;
next4 += incr;
ptr1[4] = val;

178

CHAPTER 22. OPTIMISATION TECHNIQUES

ptr2[4] = val;
ptr1[5] = val;
ptr2[5] = val;
ptr1[6] = val;
ptr2[6] = val;
ptr1[7] = val;
ptr2[7] = val;

}
ptr1 = next1;
ptr2 = next2;
ptr1[0] = val;
ptr2[0] = val;
ptr1[1] = val;
ptr2[1] = val;
ptr1[2] = val;
ptr2[2] = val;
ptr1[3] = val;
ptr2[3] = val;
ptr1[4] = val;
ptr2[4] = val;
ptr1[5] = val;
ptr2[5] = val;
ptr1[6] = val;
ptr2[6] = val;
ptr1[7] = val;
ptr2[7] = val;

}

#endif /* BROKEN CODE */

int
main(int argc, char *argv[])
{

profzen(pagezero0, "pagezero0");
profzen(pagezero1, "pagezero1");
profzen(pagezero2, "pagezero2");
profzen(pagezero3, "pagezero3");
profzen(pagezero4, "pagezero4");
profzen(pagezero5, "pagezero5");
profzen(pagezero6, "pagezero6");
profzen(pagezero7, "pagezero7");
profzen(pagezero8, "pagezero8");
profzen(pagezero9, "pagezero9");
profzen(pagezero10, "pagezero10");
profzen(pagezero11, "pagezero11");
profzen(pagezero12, "pagezero12");

//

profzen(pagezero13, "pagezero13");

exit(0);

}

22.10. DATA EXAMPLES

179

Here are the minimum run times (those are the ones that count here) I saw running
the test several times. They seem consistent; I ran the tests several times. These times
came from the program compiled with compiler optimisations on (-O flag with GCC).

pagezero1 took 32 microseconds
pagezero2 took 11 microseconds
pagezero3 took 11 microseconds
pagezero4 took 14 microseconds
pagezero5 took 11 microseconds
pagezero6 took 11 microseconds
pagezero7 took 12 microseconds

This shows that setting words instead of bytes pays back in a marvelous way. Let’s look
at the times without compiler optimisations to see if anything else made difference;
compilers may do things such as unroll loops themselves.

pagezero1 took 110 microseconds
pagezero2 took 102 microseconds
pagezero3 took 102 microseconds
pagezero4 took 81 microseconds
pagezero5 took 63 microseconds
pagezero6 took 63 microseconds
pagezero7 took 63 microseconds

The results are interesting - note how big the impact of compiler optimisations is. The
changes we applied have gained a bit of speed, but it really becomes noticeable only
after we compile with the GCC -O flag. The latter statistics do show, though, that what
we did was somewhat fruitful. The big speedups were word-size access to memory
and unrolling the loop. As you can see, you should turn optimisations off or lower if
you really want to measure your own code’s execution times in a way to be somewhat
trustworthy.

22.10 Data Examples

22.10.1 Bit Flags

TODO: bitset(), setbit(), clrbit(), getbits(), tagged pointers, examples.

22.10.2 Lookup Tables

Sometimes it’s good to cache (relatively small) sets of computed values into tables and
fetch them based on the operands of such computation. This technique is used later in
this chapter; look at the section Fade In/Out Effects.

TODO: packing character attribute bit flags into tables.

180

CHAPTER 22. OPTIMISATION TECHNIQUES

22.10.3 Hash Tables

TODO

22.10.4 The V-Tree

Here is a hybrid data structure I came up with when investigating van Emde Boas
trees. Even though it is not suitable for sparsely scattered key values (it would eat all
memory in the universe), it’s interesting for what it can be used; the plan is to look into
using it to drive kernel buffer cache. Its main use would be relatively linear key spaces
with no key collisions.

Highlights of this data structure in comparison with hash tables are:

(cid:15) Not counting the (relatively rare) table allocations of this dynamic data structure,
INSERT, FIND, and DELETE operations work in ’constant’/predictable time.
The biggest interference with run-time are occasional allocations and dealloca-
tions of internal tables.

(cid:15) The structure can be iterated in key order.
(cid:15) It is relatively easy to implement lookups for the next and previous valued keys.

22.10.4.1 Example Implementation

The listing below has embedded tests to make it easier to explore.

The example implementation below shows using 2-level trees (of tables) and demon-
strates using bitmaps to speed implementations of FINDNEXT and FINDPREV up; it
is noteworthy that with 8-bit level indices, a 256-bit lookup bitmap will fit a single i386
cacheline. It then takes 8 32-bit zero comparisons to spot an empty subtree, which is
much faster than 256 32-bit [pointer] comparisons.

Source Code

/*

* Copyright (C) 2008-2010 Tuomo Petteri Ven(cid:228)l(cid:228)inen. All rights reserved.
*/

#define NTESTKEY (64 * 1024)

#define TEST
#define CHK
#define PROF

1
0
1

#include <stdint.h>
#include <stdlib.h>
#include <limits.h> /* CHAR_BIT */
#include <string.h>
#if (PROF)
#include <unistd.h>

22.10. DATA EXAMPLES

181

#include "cdecl.h"
#include "zen.h"
#endif

#define bitset(p, b) (((uint8_t *)(p))[(b) >> 3] & (1U << ((b) & 0x07)))
#define setbit(p, b) (((uint8_t *)(p))[(b) >> 3] |= (1U << ((b) & 0x07)))
#define clrbit(p, b) (((uint8_t *)(p))[(b) >> 3] &= ~(1U << ((b) & 0x07)))

#if (TEST)
#include <stdio.h>
#endif

#define VAL_SIZE
#define KEY_SIZE

2
2

#if (VAL_SIZE <= 4)
typedef uint32_t vtval_t;
#elif (VAL_SIZE <= 8)
typedef uint64_t vtval_t;
#endif
#if (KEY_SIZE <= 4)
typedef uint32_t vtkey_t;
#elif (KEY_SIZE <= 8)
typedef uint64_t vtkey_t;
#endif
typedef vtval_t _VAL_T;

#define _NKEY
#define _NBIT
#define _NLVLBIT
#define _EMPTYBYTE
#define _EMPTYVAL
#define _EMPTYKEY

(1U << _NBIT)
(KEY_SIZE * CHAR_BIT)
(_NBIT >> 1)
0xff
(~(vtval_t)0)
(~(vtkey_t)0)

((k) >> (n))
((k) & ((1U << (n)) - 1))
calloc(1 << (n), sizeof(t))
malloc((1 << (n)) * sizeof(t))

#define _hi(k, n)
#define _lo(k, n)
#define _calloc(n, t)
#define _alloc(n, t)
#if (PROF)
#define _memset(p, b, n) do { *(p)++ = (b); } while (--(n))
#define _flush(p, n)
#endif
#define _clrtab(p, n)

memset(p, _EMPTYBYTE,

_memset(p, 0xff, n);

(((1) << (n)) * sizeof(_VAL_T)))

struct

_item {

_VAL_T
vtkey_t
vtkey_t
uint32_t

*tab;

minkey;
maxkey;
bmap[1U << (_NLVLBIT - 5)];

\

CHAPTER 22. OPTIMISATION TECHNIQUES

182

} PACK;

struct _tree {

struct _item *tab;
vtval_t
vtkey_t
uint32_t

*reftab;
nbit;
himap[1U << (_NLVLBIT - 5)];

};

static vtval_t vtins(struct _tree *tree, vtkey_t key, vtval_t val);
static vtval_t vtdel(struct _tree *tree, vtkey_t key);
static vtval_t vtfind(struct _tree *tree, vtkey_t key);
static vtval_t vtprev(struct _tree *tree, vtkey_t key);
static vtval_t vtnext(struct _tree *tree, vtkey_t key);

struct _tree *
mkveb(int nkeybit)
{

struct _tree
vtkey_t
unsigned long
unsigned long
size_t
void
struct _item

if (tree) {

*tree = malloc(sizeof(struct _tree));

nbit = nkeybit >> 1;
n = 1U << nbit;
ndx = 0;
tabsz;

*ptr;
*item;

tree->nbit = nbit;
tabsz = n * sizeof(struct _item);
ptr = malloc(tabsz);
if (ptr) {

tree->tab = ptr;
item = ptr;
memset(ptr, _EMPTYBYTE, tabsz);
ptr = NULL;
while (ndx < n) {

item->tab = ptr;
ndx++;
item++;

}
tabsz = n * sizeof(vtval_t);
ptr = calloc(1, tabsz);
if (ptr) {

tree->reftab = ptr;

} else {

free(tree->tab);
free(tree);
tree = NULL;

}
} else {

22.10. DATA EXAMPLES

183

free(tree);
tree = NULL;

}

}

return tree;

}

static vtval_t
vtins(struct _tree *tree, vtkey_t key, vtval_t val)
{

nbit = tree->nbit;
hi = _hi(key, nbit);
lo = _lo(key, nbit);

vtkey_t
vtkey_t
vtkey_t
struct _item *treep = &tree->tab[hi];
_VAL_T
vtkey_t
vtval_t

*tabp = treep->tab;
tkey = _EMPTYKEY;
retval = _EMPTYVAL;

if (!tabp) {

treep->minkey = treep->maxkey = tkey;
treep->tab = tabp = _alloc(nbit, _VAL_T);

#if (_EMPTYBYTE != 0)

_clrtab(tabp, nbit);

#endif

}
setbit(tree->himap, hi);
setbit(treep->bmap, lo);
if (tabp) {

tree->reftab[hi]++;
if (lo < treep->minkey || treep->minkey == tkey) {

treep->minkey = lo;

}
if (lo > treep->maxkey || treep->maxkey == tkey) {

treep->maxkey = lo;

}
tabp[lo] = val;
retval = val;

}

return retval;

}

static vtval_t
vtdel(struct _tree *tree, vtkey_t key)
{

vtkey_t
vtkey_t
vtkey_t
struct _item *treep = &tree->tab[hi];

nbit = tree->nbit;
hi = _hi(key, nbit);
lo = _lo(key, nbit);

184

CHAPTER 22. OPTIMISATION TECHNIQUES

_VAL_T
_VAL_T
vtval_t
vtkey_t
vtkey_t
vtval_t
vtval_t

*tabp = treep->tab;
*valp;

tval = _EMPTYVAL;
tkey = _EMPTYKEY;
lim = 1U << nbit;
retval = tval;
val;

if (tabp) {

clrbit(treep->bmap, lo);
if (tabp) {

valp = &tabp[lo];
retval = *valp;
if (retval != tval) {

if (!--tree->reftab[hi]) {

clrbit(tree->himap, hi);
free(tabp);
treep->tab = NULL;
treep->minkey = treep->maxkey = tkey;

} else {

*valp = tval;
if (lo == treep->minkey) {

val = _EMPTYVAL;
do {

;

} while ((++lo < lim)

&& ((val = valp[lo]) == _EMPTYVAL));

if (valp[lo] == _EMPTYVAL) {
treep->minkey = tkey;

} else {

treep->minkey = lo;

}

}
if (lo == treep->maxkey) {

val = _EMPTYVAL;
do {

;

} while ((lo--)

&& ((val = valp[lo]) == _EMPTYVAL));

if (val == _EMPTYVAL) {

treep->maxkey = tkey;

} else {

treep->maxkey = lo;

}

}

}

}

}

}

22.10. DATA EXAMPLES

185

return retval;

}

static vtval_t
vtfind(struct _tree *tree, vtkey_t key)
{

nbit = tree->nbit;
hi = _hi(key, nbit);
lo = _lo(key, nbit);

vtkey_t
vtkey_t
vtkey_t
struct _item *treep = &tree->tab[hi];
_VAL_T
vtval_t

retval = _EMPTYVAL;

*tabp = treep->tab;

if (!tabp) {

return retval;

}
retval = tabp[lo];

return retval;

}

static vtval_t
vtprev(struct _tree *tree, vtkey_t key)
{

nbit = tree->nbit;
hi = _hi(key, nbit);
lo = _lo(key, nbit);

vtkey_t
vtkey_t
vtkey_t
struct _item *treep = &tree->tab[hi];
_VAL_T
_VAL_T
vtkey_t
vtval_t
vtval_t
uint32_t
uint32_t

*tabp = treep->tab;
*valp;
kval;
tval = _EMPTYVAL;
retval = tval;

*himap = tree->himap;
*lomap = (treep) ? treep->bmap : NULL;

if (!tabp || treep->minkey == _EMPTYKEY) {

return retval;

}
if (lo > treep->minkey) {

valp = tabp;
do {

;

} while (lo-- > 0 && !bitset(lomap, lo));
retval = valp[lo];

} else {
do {

;

186

CHAPTER 22. OPTIMISATION TECHNIQUES

} while (hi-- > 0 && !bitset(himap, hi));
treep = &tree->tab[hi];
kval = treep->maxkey;
tabp = treep->tab;
retval = tabp[kval];

}

return retval;

}

static vtval_t
vtnext(struct _tree *tree, vtkey_t key)
{

nbit = tree->nbit;
hi = _hi(key, nbit);
lo = _lo(key, nbit);
lim = 1U << nbit;

vtkey_t
vtkey_t
vtkey_t
vtkey_t
struct _item *treep = &tree->tab[hi];
_VAL_T
_VAL_T
vtkey_t
vtval_t
vtval_t
uint32_t
uint32_t

*tabp = treep->tab;
*valp;
kval;
tval = _EMPTYVAL;
retval = tval;

*himap = tree->himap;
*lomap = (treep) ? treep->bmap : NULL;

if (!tabp || treep->maxkey == _EMPTYKEY) {

return retval;

}
if (lo < treep->maxkey) {

valp = tabp;
do {

;

} while (++lo < lim && !bitset(lomap, lo));
retval = valp[lo];

} else {
do {

;

} while (++hi < lim && !bitset(himap, hi));
treep = &tree->tab[hi];
kval = treep->minkey;
tabp = treep->tab;
retval = tabp[kval];

}

return retval;

}

#if (TEST)

22.10. DATA EXAMPLES

187

#if (PROF)
static uint8_t _mtab[2 * 1048576]; // TODO: fix PAGEALIGN;
#define START_PROF(id) sleep(1); p = _mtab, n = 2 * 1048576; _flush(p, n); zenstartclk(id)
#define STOP_PROF(id, str)

zenstopclk(id); fprintf(stderr, "%s\t%lu usecs\n", \

str, zenclkdiff(id))

#else
#define START_PROF(id)
#define STOP_PROF(id, str)
#endif

void
test(void)
{

*sysheap = (uint8_t *)sbrk(0);

uint8_t
struct _tree *tree = mkveb(_NBIT);
uint8_t
*curheap;
int val;
int i;
#if (PROF)

uint8_t *p;
int n;
zenclk_t clock;

#endif

START_PROF(clock);
for (i = 0 ; i < NTESTKEY - 1 ; i++) {

val = vtins(tree, i, i);

#if (CHK)

if (val != i) {

fprintf(stderr, "insert(1) failed - %d should be %d\n", val, i);

abort();

}

#endif

}
STOP_PROF(clock, "insert\t");

START_PROF(clock);
for (i = 0 ; i < NTESTKEY - 1 ; i++) {

val = vtfind(tree, i);

#if (CHK)

if (val != i) {

fprintf(stderr, "lookup(1) failed - %d should be %d\n", val, i);

abort();

}

#endif

}
STOP_PROF(clock, "lookup\t");

188

CHAPTER 22. OPTIMISATION TECHNIQUES

START_PROF(clock);
for (i = 1 ; i < NTESTKEY - 1 ; i++) {

if (i) {

val = vtprev(tree, i);

#if (CHK)

if (val != i - 1) {

fprintf(stderr, "vtprev(%x) failed (%x)\n", i, val);

abort();

}

#endif

}

}
STOP_PROF(clock, "findprev");

START_PROF(clock);
for (i = 0 ; i < NTESTKEY - 2 ; i++) {

val = vtnext(tree, i);

#if (CHK)

if (val != i + 1) {

fprintf(stderr, "vtnext(%x) failed (%x)\n", i, val);

abort();

}

#endif

}
STOP_PROF(clock, "findnext");

START_PROF(clock);
for (i = 0 ; i < NTESTKEY - 1 ; i++) {

val = vtdel(tree, i);

#if (CHK)

if (val != i) {

fprintf(stderr, "vtdel(%x) failed (%x)\n", i, val);

abort();

}

#endif

}
STOP_PROF(clock, "delete\t");

curheap = (uint8_t *)sbrk(0);
fprintf(stderr, "HEAP:\t\t%u bytes\n", curheap - sysheap);
fprintf(stderr, "RANGE:\t\t%x..%x\n", 0, NTESTKEY - 1);

for (i = 0 ; i < NTESTKEY - 1 ; i++) {

val = vtfind(tree, i);
if (val != _EMPTYVAL) {

fprintf(stderr, "lookup(2) failed\n");

22.11. GRAPHICS EXAMPLES

189

abort();

}

}

return;

}

int
main(int argc,

char *argv[])

{

}

test();

exit(0);

#endif /* TEST */

22.11 Graphics Examples

In this section we shall look at some simple graphical operations.

First, some basic pixel definitions for ARGB32. We use the de facto standard ARGB32
pixel format (32-bit, 8 bits for each of ALPHA, RED, GREEN, and BLUE).

Bytefields

One thing to notice in the following listing is the difference of alphaval() and al-
phaval_p(). The first one is used when you have a pixel packed into a 32-bit word; the
second one lets you fetch individual component bytes from memory to avoid fetching
a whole pixel and doing bitshifts. I decided to call struct argb32 a bytefield. Note that
you have to ask the compiler not to try and align struct argb32 better with some kind
of an attribute; we use PACK, which is defined for GCC in <cc.h>.

Source Code

#include "cc.h"

#define ALPHAOFS 24
16
#define REDOFS
#define GREENOFS 8
#define BLUEOFS 0

typedef int32_t argb32_t;

struct argb32 {

uint8_t bval;

CHAPTER 22. OPTIMISATION TECHNIQUES

190

};

uint8_t gval;
uint8_t rval;
uint8_t aval;

/* pix is 32-bit word */
#define alphaval(pix) ((pix) >> ALPHAOFS)
#define redval(pix)
#define greenval(pix) (((pix) >> GREENOFS) & 0xff)
#define blueval(pix)

(((pix) >> BLUEOFS) & 0xff)

(((pix) >> REDOFS) & 0xff)

// alpha component

// red component

// green component

// blue component

/* pointer version; faster byte-fetches from memory */
#define alphaval_p(p) (((struct argb32 *)(p))->aval)
#define redval_p(p)
(((struct argb32 *)(p))->rval)
#define greenval_p(p) (((struct argb32 *)(p))->gval)
(((struct argb32 *)(p))->bval)
#define blueval_p(p)

/* approximation for c / 0xff */
#define div255(c)

((((c) << 8) + (c) + 256) >> 16)
/* simple division per 256 by bitshift */
#define div256(c)
((c) >> 8)

#define alphablendc(src, dest, a)

((dest) + div255(((src) - (dest)) * (a)))

#define alphablendc2(src, dest, a)

((dest) + div256(((src) - (dest)) * (a)))

#define alphablendcf(src, dest, a)

((dest) + (((src) - (dest)) * (a)) / 255.0)

/* compose pixel value from components */
#define mkpix(a, r, g, b)

\

\

\

\

\

\

(((a) << ALPHAOFS) | ((r) << REDOFS) | ((g) << GREENOFS) | ((b) << BLUEOFS))

#define setpix_p(p, a, r, g, b)

(((struct argb32 *)(p))->aval = (a),
((struct argb32 *)(p))->rval = (r),
((struct argb32 *)(p))->gval = (g),
((struct argb32 *)(p))->bval = (b))

22.11.1 Alpha Blending

\
\
\
\

Alpha blending is a technique to combine two pixel values so that the source pixel is
drawn on top of the destination pixel using the alpha value (translucency level) from
the source. This is how modern desktop software implements ’translucent’ windows
and such.

We are going to see some serious bit-twiddling acrobacy; I got the algorithm from
Carsten ’Rasterman’ Haitzler, but all I know of its origins is that it came from some
fellow hacker called Jose.

22.11. GRAPHICS EXAMPLES

191

Note that these routines were implemented as macros to make it easy to drop them into
loops without using (slow) function calls every iteration.

Performance-wise, Jose’s algorithm seems to be the fastest. It took about 3.3 seconds
for a crossfade operation of two 1024x768 images using the first alpha blend routine.
The second one took about 2.9 seconds to execute. Jose’s took about 2.6 seconds. For
the record, the initial floating point routine took a bit over 6 seconds to run.

Towards the end of this section, we take a closer look at how alpha blending works as
well as examine vector programming by developing a couple of MMX versions of our
routines.

22.11.1.1 C Routines

Pixels are alpha blended a component, i.e. one of RED, GREEN or BLUE, at a time.
The formula for computing blended components is

DEST = DEST + (((SRC (cid:0) DEST ) (cid:3) ALPHA)=255)

where DEST, SRC, and ALPHA are 8-bit component values in the range 0 to 255.
One thing to notice is the divide operation; this tends to be slow for microprocessors
to accomplish, but luckily we have ways around it; note though, that those ways aren’t
100 percent accurate so chances are you don’t want to use them for professional quality
publications and such applications. In this book, we concentrate on their use on on-
screen graphics/images.

Here is an exact floating point algorithm. Note that it uses a divide operation, which
tends to be slow. This one takes about double the time to run in comparison to the
integer routines.

Source Code

#include "pix.h"
#include "blend.h"

#define alphablendf(src, dest, aval)

do {

float _a = (aval);
float _sr = redval_p(src);
float _sg = greenval_p(src);
float _sb = blueval_p(src);
float _dr = redval_p(dest);
float _dg = greenval_p(dest);
float _db = blueval_p(dest);

_dr = alphablendcf(_sr, _dr, _a);
_dg = alphablendcf(_sg, _dg, _a);
_db = alphablendcf(_sb, _db, _a);
setpix_p((dest), 0, (uint8_t)_dr, (uint8_t)_dg, (uint8_t)_db);

} while (FALSE)

\

\
\
\
\
\
\
\
\
\
\
\
\
\

192

CHAPTER 22. OPTIMISATION TECHNIQUES

Eliminating the divide operation, the runtime drops by around 25 percent for my test
runs. Still quite a bit slower than the integer routines, but may give more exact output.

Source Code

/* t is table of 256 floats (0 / 0xff through 255.0 / 0xff) */
#define alphablendcf2(src, dest, a, t)

((dest) + (((src) - (dest)) * (a)) * (t)[(a)])

#define alphablendf2(src, dest, aval)

do {

argb32_t _a = (aval);
float
float
float
float
float
float

_sr = redval_p(src);
_sg = greenval_p(src);
_sb = blueval_p(src);
_dr = redval_p(dest);
_dg = greenval_p(dest);
_db = blueval_p(dest);

_dr = alphablendcf2(_sr, _dr, _a);
_dg = alphablendcf2(_sg, _dg, _a);
_db = alphablendcf2(_sb, _db, _a);
setpix_p((dest), 0, (uint8_t)_dr, (uint8_t)_dg, (uint8_t)_db);

} while (FALSE)

Here is the first integer algorithm. This one should be reasonably good in terms of
output quality. Notice how the macros hide the somewhat tedious pixel component
calculations and make the code easier to digest.

Source Code

#include "pix.h"
#include "blend.h"

#define alphablendhiq(src, dest, aval)

do {

argb32_t _a = (aval);
argb32_t _sr = redval(src);
argb32_t _sg = greenval(src);
argb32_t _sb = blueval(src);
argb32_t _dr = redval(dest);
argb32_t _dg = greenval(dest);
argb32_t _db = blueval(dest);

_dr = alphablendc(_sr, _dr, _a);
_dg = alphablendc(_sg, _dg, _a);
_db = alphablendc(_sb, _db, _a);
(dest) = mkpix(0, _dr, _dg, _db);

} while (FALSE)

#define alphablendhiq_p(src, dest, aval)

\

\
\
\
\
\
\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\
\
\
\
\
\

\

22.11. GRAPHICS EXAMPLES

193

do {

argb32_t _a = (aval);
argb32_t _sr = redval_p(src);
argb32_t _sg = greenval_p(src);
argb32_t _sb = blueval_p(src);
argb32_t _dr = redval_p(dest);
argb32_t _dg = greenval_p(dest);
argb32_t _db = blueval_p(dest);

_dr = alphablendc(_sr, _dr, _a);
_dg = alphablendc(_sg, _dg, _a);
_db = alphablendc(_sb, _db, _a);
setpix_p((dest), 0, _dr, _dg, _db);

} while (FALSE)

The next listing is the previous routine modified to use a faster approximation for
It would seem
divide-by-0xff operations; we simply divide by 256 doing bitshifts.
to cut a bit over 10 percent off the runtime of our code under some tests.

Source Code

#include "pix.h"
#include "blend.h"

#define alphablendloq(src, dest, aval)

do {

argb32_t _a = (aval);
argb32_t _sr = redval(src);
argb32_t _sg = greenval(src);
argb32_t _sb = blueval(src);
argb32_t _dr = redval(dest);
argb32_t _dg = greenval(dest);
argb32_t _db = blueval(dest);

_dr = alphablendc2(_sr, _dr, _a);
_dg = alphablendc2(_sg, _dg, _a);
_db = alphablendc2(_sb, _db, _a);
(dest) = mkpix(0, _dr, _dg, _db);

} while (FALSE)

#define alphablendloq_p(src, dest, aval)

do {

argb32_t _a = (aval);
argb32_t _sr = redval_p(src);
argb32_t _sg = greenval_p(src);
argb32_t _sb = blueval_p(src);
argb32_t _dr = redval_p(dest);
argb32_t _dg = greenval_p(dest);
argb32_t _db = blueval_p(dest);

\
\
\
\
\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\
\

194

CHAPTER 22. OPTIMISATION TECHNIQUES

_dr = alphablendc2(_sr, _dr, _a);
_dg = alphablendc2(_sg, _dg, _a);
_db = alphablendc2(_sb, _db, _a);
*(dest) = mkpix(0, _dr, _dg, _db);

} while (FALSE)

\
\
\
\

The algorithm I told about above; the one that came from Jose. This is about 10 percent
faster than the bitshifting version.

Source Code

#include "pix.h"
#include "blend.h"

/* Jose’s fast alphablend-algorithm */

#define alphablendpix(c0, c1, a)

\
((((((((c0) >> 8) & 0xff00ff) - (((c1) >> 8) & 0xff00ff)) * (aval)) \
\
\

+ (((((((c0) & 0xff00ff) - ((c1) & 0xff00ff)) * (aval)) >> 8)

+ ((c1) & 0xff00ff00)) & 0xff00ff00)

+ ((c1) & 0xff00ff)) & 0xff00ff))

#define alphablendfast(src, dest, aval)

do {

uint64_t _rbmask = 0x00ff00ff00ff00ffULL;
argb32_t _gamask = 0xff00ff00ff00ff00ULL;
argb32_t _srcrb;
argb32_t _destrb;
argb32_t _destag;
argb32_t _val1;
argb32_t _val2;

_srcrb = (src);
_destrb = (dest);
_destag = (dest);
_srcrb &= _rbmask;
_destrb &= _rbmask;
_destag &= _gamask;
_val1 = (src);
_val2 = _destag;
_val1 >>= 8;
_val2 >>= 8;
_val1 &= _rbmask;
_srcrb -= _destrb;
_val1 -= _val2;
_srcrb *= (aval);
_val1 *= (aval);
_srcrb >>= 8;
_val1 += _destag;
_srcrb += _destrb;

\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\

22.11. GRAPHICS EXAMPLES

195

_val1 &= _gamask;
_srcrb &= _rbmask;
_val1 += _srcrb;
(dest) = _val1;

} while (0)

22.11.1.2 MMX Routines

The basic idea of vectorisation is to work on multiple data operands in parallel; the
term SIMD (Single Instruction, Multiple Data) is commonly used for this.

Remember that alpha blending works by doing computations on pixel components.
These components are 8 bits each. We did find ways to get around the division, but
we still need to do multiplications, which means we can’t do our calculations in 8-bit
registers; there will be overflows. The way MMX comes to the rescue is that we can
represent the 4 components of a pixel as 16-bit values in a 64-bit register (technically,
the alpha component wouldn’t be needed) and effectively do the substraction, multipli-
cation, and addition operations on all those components (as 16-bit subcomponents) in
parallel. We’ll get away with fewer machine operations.

The first listing uses Intel compiler intrinsics for MMX as a way to avoid assembly. As
the intrinsics at the time of writing this don’t cover everything we need (64-bit move
using the MOVQ machine instruction for) and this is a book on low level programming,
we shall next rewrite the routine using inline assembly.

It is noteworthy that one needs to exit MMX mode with the assembly instruction emms
to make the floating-point unit (i387) work correctly. Therefore, every time you stop
using MMX instructions, do something like

__asm__ __volatile__ ("emms\n");

Here is the intrinsics version of our second integer alpha blending routine.

Source Code

#include <mmintrin.h>

/* MMX compiler intrinsics */

#include "pix.h"
#include "blend.h"

/* NOTE: leaves destination ALPHA undefined */
#define alphablendloq_mmx(src, dest, aval)

do {

__m64 _mzero;
__m64 _msrc;
__m64 _mdest;
__m64 _malpha;
__m64 _mtmp;

\
\
\
\

\
\
\
\
\
\
\
\

_mzero = _mm_cvtsi32_si64(0);
_malpha = _mm_cvtsi32_si64(aval);

/* 0000000000000000 */ \
/* 00000000000000AA */ \

196

CHAPTER 22. OPTIMISATION TECHNIQUES

/* 0000000000AA0000 */ \
_mtmp = _mm_slli_si64(_malpha, 16);
/* 0000000000AA00AA */ \
_malpha = _mm_or_si64(_mtmp, _malpha);
/* 00AA00AA00000000 */ \
_mtmp = _mm_slli_si64(_malpha, 32);
/* 00AA00AA00AA00AA */ \
_malpha = _mm_or_si64(_malpha, _mtmp);
/* S:00000000AARRGGBB */ \
_msrc = _mm_cvtsi32_si64(src);
/* D:00000000AARRGGBB */ \
_mdest = _mm_cvtsi32_si64(dest);
_msrc = _mm_unpacklo_pi8(_msrc, _mzero);
/* S:00AA00RR00GG00BB */ \
_mdest = _mm_unpacklo_pi8(_mdest, _mzero); /* D:00AA00RR00GG00BB */ \
_msrc = _mm_sub_pi16(_msrc, _mdest);
_msrc = _mm_mullo_pi16(_msrc, _malpha);
_msrc = _mm_srli_pi16(_msrc, 8);
_mdest = _mm_add_pi8(_msrc, _mdest);
_mdest = _mm_packs_pu16(_mdest, _mzero);
(dest) = _mm_cvtsi64_si32(_mdest);

/* S - D */
/* T = (S - D) * A */ \
/* T >> 8 */
/* D = D + T */
/* D:00000000??RRGGBB */ \
/* DEST = D */

\

\

\

\

} while (FALSE)

In tests, this routine turned out to run about 10 percent faster than the C versions. It is
noteworthy though that Jose’s C algorithm runs faster - good work! :)

Now let’s rewrite this using inline assembly.

Source Code

#include "pix.h"
#include "blend.h"

#define alphablendloq_mmx_asm(src, dest, aval)

do {

__asm__ ("pxor %mm0, %mm0\n");
__asm__ ("movd %0, %%mm1\n" : : "rm" (src));
__asm__ ("movd %0, %%mm2\n" : : "rm" (dest));
__asm__ ("movd %0, %%mm3\n" : : "rm" (aval));
__asm__ ("punpcklbw %mm0, %mm1\n");
__asm__ ("movq %mm3, %mm5\n");
__asm__ ("punpcklbw %mm0, %mm2\n");
__asm__ ("psllq $16, %mm5\n");
__asm__ ("pxor %mm5, %mm3\n");
__asm__ ("movq %mm3, %mm5\n");
__asm__ ("psllq $32, %mm5\n");
__asm__ ("pxor %mm5, %mm3\n");
__asm__ ("psubw %mm2, %mm1\n");
__asm__ ("movq %mm1, %mm4\n");
__asm__ ("pmullw %mm3, %mm4\n");
__asm__ ("psrlw $8, %mm4\n");
__asm__ ("paddb %mm4, %mm2\n");
__asm__ ("packuswb %mm0, %mm2\n");
__asm__ __volatile__ ("movd %%mm2, %0\n" : "=rm" (dest));

} while (FALSE)

This version turned out to be a very little bit faster than Jose’s algorithm implemented

\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\

22.11. GRAPHICS EXAMPLES

197

in C. What’s more interesting, though, is that it cut the runtime of the intrinsics version
down from about 2.8 seconds to 2.6 under a crossfade test of about 100 alphablend
operations of 1024x768 resolution images. Notice that the final MOVD operation must
be declared __volatile__. Also beware that it’s not a good idea to mix use of regular
variables/registers with MMX code.

22.11.1.3 Cross-Fading Images

As an easter egg to those of you who have kept reading, I will show how to crossfade
an image to another one (fade the first one out and gradually expose the second one on
top of it) using the alphablend routines we have implemented.

In real life, you most likely need to synchronise graphics display after each step; the
details of this are platform-dependent.

#include "pix.h"

#define STEP 0x0f

/* cross-fade from src1 to src2; dest is on-screen data */
void
crossfade(argb32_ *src1, argb32_t *src2, argb32_t *dest,

size_t len)

argb32_t val;
size_t

nleft;

nleft = len;
while (nleft--) {

for (val = 0 ; val <= 0xff ; val += STEP) {
alphablendfast(src1, dest, 0xff - val);

alphablendfast(src2, dest, val);

}
/* synchronise screen here */

}
/* copy second image intact */

memcpy(dest, src2, len * sizeof(argb32_t));

{

}

22.11.2 Fade In/Out Effects

Here is a simple way to implement graphical fade in and fade out effects. To use this,
you would loop over graphical data with the val argument to the macros ranging from
0 to 0xff similarly to what we did in the previous code snippet.

I will use the chance of demonstrating a couple of simple optimisation techniques for
this routine. First, it has a division operation and those tend to be slow. That can be
emulated by introducing a table of 256 floats to look the desired value up from. This
made my test run time drop from about 19000 microseconds to around 17000.

198

CHAPTER 22. OPTIMISATION TECHNIQUES

Another way to cut a little bit of the runtime off is to eliminate the (floating point)
multiplication operations as well as the casts between float and argb32_t. both _fmul
and pixel/color component values are 8-bit and so can have 256 different values. This
gives us a table of 256 * 256 values of the type uint8_t (no need for full pixel values),
that is 65536 values. This table uses 64 kilobytes of memory (8-bit values). Chances
are you don’t want to do this at all; I don’t see you needing this routine in games
or other such programs which need the very last bit of performance torn out of the
machine, but you may have other uses for lookup tables so I’ll show you how to do it.

Source Code

#include "pix.h"

/* basic version */
#define fadein1(src, dest, val)

do {

argb32_t _rval;
argb32_t _gval;
argb32_t _bval;
_ftor;
float

_ftor = (float)val / 0xff;
_rval = (argb32_t)(_ftor * _gfx_red_val(src));
_gval = (argb32_t)(_ftor * _gfx_green_val(src));
_bval = (argb32_t)(_ftor * _gfx_blue_val(src));
mkpix(dest, 0, _rval, _gval, _bval);

} while (FALSE)

#define fadeout1(src, dest, val)

do {

argb32_t _rval;
argb32_t _gval;
argb32_t _bval;
_ftor;
float

_ftor = (float)(0xff - val) / 0xff;
_rval = (argb32_t)(_ftor * _gfx_red_val(src));
_gval = (argb32_t)(_ftor * _gfx_green_val(src));
_bval = (argb32_t)(_ftor * _gfx_blue_val(src));
mkpix(dest, 0, _rval, _gval, _bval);

} while (FALSE)

\
\
\
\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\
\
\
\

/* use lookup table to eliminate division _and_ multiplication + typecasts */

/*

* initialise lookup table
* u8p64k points to 65536 uint8_t values like in
* uint8_t fadetab[256][256];
*/

#define initfade1(u8p64k)

do {

\
\

22.11. GRAPHICS EXAMPLES

199

_l, _m;

long
float _f;
for (_l = 0 ; _l <= 0xff ; _l++) {

f = (float)val / 0xff;
for (_m = 0 ; _m <= 0xff ; _m++) {

(u8p64k)[_l][_m] = (uint8_t)(_f * _m);

}

}

} while (0)

#define fadein2(src, dest, val, tab)

do {

_rval = (tab)[val][redval(src)];
_gval = (tab)[val][greenval(src)];
_bval = (tab)[val][blueval(src)];
mkpix(dest, 0, _rval, _gval, _bval);

} while (FALSE)

#define fadeout(src, dest, val)

do {

val = 0xff - val;
_rval = (tab)[val][redval(src)];
_gval = (tab)[val][greenval(src)];
_bval = (tab)[val][blueval(src)];
mkpix(dest, 0, _rval, _gval, _bval);

} while (FALSE)

\
\
\
\
\
\
\
\

\
\
\
\
\
\

\
\
\
\
\
\
\

200

CHAPTER 22. OPTIMISATION TECHNIQUES

Part X

Code Examples

201

Chapter 23

Zen Timer

First of all, greetings to Michael Abrash; ’sorry’ for stealing the name Zen timer, I
just thought it sounded good and wanted to pay you respect. ;)

Zen Timer implements timers for measuring code execution in microseconds as well
as, currently for IA-32 machines, clock cycles.

23.1 Implementation

23.1.1 Generic Version; gettimeofday()

/*

* Copyright (C) 2005-2010 Tuomo Petteri Ven(cid:228)l(cid:228)inen. All rights reserved.
*/

#ifndef __ZEN_H__
#define __ZEN_H__

#include <stdint.h>
#include <sys/time.h>

typedef volatile struct timeval zenclk_t[2];

#define _tvdiff(tv1, tv2)

\
(((tv2)->tv_sec - (tv1)->tv_sec) * 1000000 \

+ ((tv2)->tv_usec - (tv1)->tv_usec))

#define zenzeroclk(id)

memset(id, 0, sizeof(id))

#define zenstartclk(id)

gettimeofday(&id[0], NULL)

#define zenstopclk(id)

gettimeofday(&id[1], NULL)

203

\

\

\

204

CHAPTER 23. ZEN TIMER

#define zenclkdiff(id)

_tvdiff(&id[0], &id[1])

#endif /* __ZEN_H__ */

\

23.1.2

IA32 Version; RDTSC

/*

* Copyright (C) 2005-2010 Tuomo Petteri Ven(cid:228)l(cid:228)inen. All rights reserved.
*/

#ifndef __ZENIA32_H__
#define __ZENIA32_H__

#include <stdint.h>

union _tickcnt {

uint64_t u64val;
uint32_t u32vals[2];

};

typedef volatile union _tickcnt zentick_t[2];

#define _rdtsc(ptr)

__asm__ __volatile__("rdtsc\n"

"movl %%eax, %0\n"
"movl %%edx, %1\n"
: "=m" ((ptr)->u32vals[0]), "=m" ((ptr)->u32vals[1]) \
:
: "eax", "edx");

\

\
\
\
\

#define zenzerotick(id)

memset(id, 0, sizeof(id))

#define zenstarttick(id)

_rdtsc(&id[0])
#define zenstoptick(id)
_rdtsc(&id[1])
#define zentickdiff(id)

(id[1].u64val - id[0].u64val)

#endif /* __ZENIA32_H__ */

\

\

\

\

Chapter 24

C Library Allocator

malloc() et al

This section shows a sample implementation of a decent, somewhat scalable, thread-
safe standard library allocator.

POSIX Threads

The allocator in this listing demonstrates simple thread-techniques; one thing to pay
attention to is the use of __thread to declare thread-local storage (TLS), i.e. data that is
only visible to a single thread. This is used to store thread IDs to allow multiple ones to
access the allocator at the same time with less lock contention. pthread_key_create()
is used to specify a function to reclaim arenas when threads terminate; an arena is
reclaimed when there are no more threads attached to it.

For this piece of code, I want to thank Dale Anderson and Matthew Gregan for their
input and Matthew’s nice stress-test routines for the allocator. Cheers New Zealand
boys! :) There are a few other thank yous in the code comments, too.

The allocator should be relatively fast, thread-safe, and scale nicely. It has not been
discontinued, so chances are a thing or a few will change. My main interest is in the
runtime-tuning of allocator behavior which has been started in a simple way (see the
macro TUNEBUF).

24.1 Design

24.1.1 Buffer Layers

205

206

Diagram

CHAPTER 24. C LIBRARY ALLOCATOR

The following is a simple ASCII diagram borrowed from allocator source.

/*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*/

malloc buffer layers
--------------------

--------
|
| mag
--------
|
--------
| slab |
--------

--------
|
| heap |--|
--------

|
-------
|---| map |
-------

mag
---
- magazine cache with allocation stack of pointers into the slab

- LIFO to reuse freed blocks of virtual memory

slab
----
- slab allocator bottom layer
- power-of-two size slab allocations

- supports both heap and mapped regions

heap
----
- process heap segment

- sbrk() interface; needs global lock

map
---
- process map segment

- mmap() interface; thread-safe

24.1.2 Details

Magazines

The allocator uses a so-called ’Bonwick-style’ buffer (’magazine’) layer on top of a
traditional slab allocator. The magazine layer implements allocation stacks [of point-
ers] for sub-slab regions.

Slabs are power-of-two-size regions. To reduce the number of system calls made, allo-
cations are buffered in magazines. Using pointer stacks for allocations makes reuse of

24.2. IMPLEMENTATION

allocated blocks more likely.

TODO: analyse cache behavior here - with Valgrind?

sbrk() and mmap()

207

The Zero allocator uses sbrk() to expand process heap for smaller allocations, whereas
mmap() is used to allocate bigger chunks of [zeroed] memory. Traditionally, sbrk()
is not thread-safe, so a global lock is necessary to protect global data structures; one
reason to avoid too many calls to sbrk() (which triggers the ’brk’ system call on usual
Unix systems). On the other hand, mmap() is thread safe, so we can use a bit finer-
grained locking with it.

Thread Safety

Zero allocator uses mutexes to guarantee thread-safety; threads running simultaneously
are not allowed to modify global data structures without locking them.

Scalability

The allocator has [currently a fixed number of] arenas. Every thread is given an arena
ID to facilitate running several threads doing allocation without lower likeliness of
lock contention, i.e. without not having to wait for other threads all the time. Mul-
tiprocessor machines are very common today, so this scalability should be good on
many, possibly most new systems. Indeed the allocator has shown good performance
with multithreaded tests; notably faster than more traditional slab allocators. Kudos to
Bonwick et al from Sun Microsystems for inventing the magazine layer. :)

24.2 Implementation

24.2.1 UNIX Interface

POSIX/UNIX

On systems that support it, you can activate POSIX system interface with

#define _POSIX_SOURCE
#define _POSIX_C_SOURCE 199506L

1

In addition to these, you need the -pthread compiler/linker option to build POSIX-
compliant multithread-capable source code.

Header File

Here is a header file I use to compile the allocator - it lists some other feature macros
found on UNIX-like systems.

/*

* Copyright (C) 2007-2008 Tuomo Petteri Ven(cid:228)l(cid:228)inen. All rights reserved.
*/

#ifndef __ZERO_UNIX_H__
#define __ZERO_UNIX_H__

208

CHAPTER 24. C LIBRARY ALLOCATOR

#if 0
/* system feature macros. */
#if !defined(_ISOC9X_SOURCE)
#define _ISOC9X_SOURCE
#endif

1

#if !defined(_POSIX_SOURCE)
#define _POSIX_SOURCE
#endif
#if !defined(_POSIX_C_SOURCE)
#define _POSIX_C_SOURCE
#endif

1

199506L

1

#if !defined(_LARGEFILE_SOURCE)
#define _LARGEFILE_SOURCE
#endif
#if !defined(_FILE_OFFSET_BITS)
#define _FILE_OFFSET_BITS
#endif
#if !defined(_LARGE_FILES)
#define _LARGE_FILES
#endif
#if !defined(_LARGEFILE64_SOURCE)
#define _LARGEFILE64_SOURCE 1
#endif
#endif /* 0 */

64

1

#include <stdint.h>
#include <signal.h>

/* posix standard header. */
#include <unistd.h>

/* i/o headers. */
#include <fcntl.h>
#include <sys/types.h>
#include <sys/uio.h>
#include <sys/stat.h>
#include <sys/mman.h>

#define _SBRK_FAILED

((void *)-1L)

#define _MMAP_DEV_ZERO

0 /* set mmap to use /dev/zero. */

/* some systems may need MAP_FILE with MAP_ANON. */
#ifndef MAP_FILE
#define MAP_FILE
#endif
#if !defined(MAP_FAILED)
#define MAP_FAILED

((void *)-1L)

0

24.2. IMPLEMENTATION

209

#endif
#if (defined(MMAP_DEV_ZERO) && MMAP_DEV_ZERO)
#define mapanon(fd, size)

\
mmap(NULL, size, PROT_READ | PROT_WRITE, \
\
\

MAP_PRIVATE | MAP_FILE,
fd,
0)

\
\
\
\
\
\

\

#else
#define mapanon(fd, size)

mmap(NULL,
size,
PROT_READ | PROT_WRITE,
MAP_PRIVATE | MAP_ANON | MAP_FILE,
fd,
0)

#endif
#define unmapanon(ptr, size)

munmap(ptr, size)

#define growheap(ofs) sbrk(ofs)

#endif /* __ZERO_UNIX_H__ */

24.2.2 Source Code

Allocator Source

/*

* Copyright (C) 2008-2012 Tuomo Petteri Ven(cid:228)l(cid:228)inen. All rights reserved.
*
* See the file LICENSE for more information about using this software.
*/

/*
*
*
*
*
*
*
*
*
*
*
*
*
*
*

malloc buffer layers
--------------------

--------
| mag
|
--------
|
--------
| slab |
--------

|
--------
| heap |--|
--------

-------
|
|---| map |
-------

210

CHAPTER 24. C LIBRARY ALLOCATOR

*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*/

mag
---
- magazine cache with allocation stack of pointers into the slab

- LIFO to reuse freed blocks of virtual memory

slab
----
- slab allocator bottom layer
- power-of-two size slab allocations

- supports both heap and mapped regions

heap
----
- process heap segment

- sbrk() interface; needs global lock

map
---
- process map segment

- mmap() interface; thread-safe

#define INTSTAT 0
#define HACKS
0
#define ZEROMTX 1
0
#define STAT

0

#define SPINLK
/* NOT sure if FreeBSD still needs spinlocks */
#if defined(__FreeBSD__)
#undef SPINLK
#define SPINLK
#endif

1

#ifdef _REENTRANT
#ifndef MTSAFE
#define MTSAFE
#endif

1

/*

* TODO
* ----
* - tune nmbuf() and other behavior
* - implement mallopt()
* - improve fault handling
*/

/*

* THANKS
* ------

24.2. IMPLEMENTATION

211

helping me find some bottlenecks.

find more of them, and all the constructive criticism etc.

* - Matthew ’kinetik’ Gregan for pointing out bugs, giving me cool routines to
*
* - Thomas ’Freaky’ Hurst for patience with early crashes, 64-bit hints, and
*
* - Henry ’froggey’ Harrington for helping me fix issues on AMD64.
* - Dale ’swishy’ Anderson for the enthusiasism, encouragement, and everything
*
* - Martin ’bluet’ Stensg(cid:229)rd for an account on an AMD64 system for testing
*
*/

earlier versions.

else.

#include <features.h>
#include <errno.h>
#include <stddef.h>
#include <stdlib.h>
#include <stdint.h>
#include <stdio.h>

#define SBRK_FAILED ((void *)-1L)

initmall(void);
relarn(void *arg);

static void
static void
static void * getmem(size_t size, size_t align, long zero);
static void
static void * _realloc(void *ptr, size_t size, long rel);

putmem(void *ptr);

\
\
\

/* red-zones haven’t been implemented completely yet... some bugs. */
#define RZSZ
#define markred(p) (*(uint64_t *)(p) = UINT64_C(0xb4b4b4b4b4b4b4b4))
#define chkred(p)

0

((*(uint64_t *)(p) == UINT64_C(0xb4b4b4b4b4b4b4b4))

? 0
: 1)

0
#define LKDBG
#define SYSDBG
0
#define VALGRIND 0

#include <string.h>
#if (MTSAFE)
#define PTHREAD 1
#include <pthread.h>
#endif
#endif
#if (ZEROMTX)
#include <zero/mtx.h>
typedef long
#elif (SPINLK)
#include <zero/spin.h>
typedef long

LK_T;

LK_T;

212

CHAPTER 24. C LIBRARY ALLOCATOR

#elif (PTHREAD)
typedef pthread_mutex_t LK_T;
#endif
#if (VALGRIND)
#include <valgrind/valgrind.h>
#endif
#include <zero/param.h>
#include <zero/cdecl.h>
//#include <mach/mach.h>
#include <zero/trix.h>
#include <zero/unix.h>
//#include <mach/param.h>

#define TUNEBUF 0
/* experimental */
#if (PTRBITS > 32)
#define TUNEBUF 1
#endif

/* minimum-size allocation */

16 /* small-size block */
19 /* base size for heap allocations */
21
22

/* minimum-size allocation */

16 /* small-size block */
20 /* base size for heap allocations */
22

5

5

/* basic allocator parameters */
#if (HACKS)
#define BLKMINLOG2
#define SLABTEENYLOG2 12 /* little block */
#define SLABTINYLOG2
#define SLABLOG2
#define MAPMIDLOG2
#define MAPBIGLOG2
#else
#define BLKMINLOG2
#define SLABTEENYLOG2 12 /* little block */
#define SLABTINYLOG2
#define SLABLOG2
#define MAPMIDLOG2
#endif
#define MINSZ
#define HQMAX
#define NBKT
#if (MTSAFE)
#define NARN
#else
#define NARN
#endif

(1UL << BLKMINLOG2)
SLABLOG2
(8 * PTRSIZE)

1

8

/* lookup tree of tables */

#if (PTRBITS > 32)

#define NL1KEY
#define NL2KEY
#define NL3KEY

(1UL << NL1BIT)
(1UL << NL2BIT)
(1UL << NL3BIT)

24.2. IMPLEMENTATION

213

#define L1NDX
#define L2NDX
#define L3NDX
#define NL1BIT

(L2NDX + NL2BIT)
(L3NDX + NL3BIT)
SLABLOG2
16

#if (PTRBITS > 48)

#define NL2BIT
#define NL3BIT
#else

16
(PTRBITS - SLABLOG2 - NL1BIT - NL2BIT)

#define NL2BIT
#define NL3BIT

(PTRBITS - SLABLOG2 - NL1BIT)
0

#endif /* PTRBITS > 48 */

#endif /* PTRBITS <= 32 */

/* macros */

((bid) <= 24)

#if (TUNEBUF)
#define isbufbkt(bid)
#define nmagslablog2(bid) (_nslabtab[(bid)])
#else
#define isbufbkt(bid)
#define nmagslablog2(bid) (ismapbkt(bid) ? nmaplog2(bid) : nslablog2(bid))
#define nslablog2(bid)
#define nmaplog2(bid)
#define nslablog2(bid)
#define nmaplog2(bid)
#endif

0
0
0
0

0

#if (TUNEBUF)
/* adjust how much is buffered based on current use */
#define nmagslablog2up(m, v, t)

do {

if (t >= (v)) {

for (t = 0 ; t < NBKT ; t++) {
_nslabtab[(t)] = m(t);

}

}

} while (0)

#if (HACKS)
#define nmagslablog2init(bid) 0
#define nmagslablog2m64(bid)

((ismapbkt(bid))

? (((bid) <= MAPBIGLOG2)

? 2
: 1)

: (((bid) <= SLABTEENYLOG2)

\
\
\
\
\
\
\

\
\
\
\
\
\

214

CHAPTER 24. C LIBRARY ALLOCATOR

? 0
: (((bid) <= SLABTINYLOG2)

? 1
: 2)))
#define nmagslablog2m128(bid)

((ismapbkt(bid))

? (((bid) <= MAPBIGLOG2)

? 2
: 1)

: (((bid) <= SLABTEENYLOG2)

? 0
: (((bid) <= SLABTINYLOG2)

? 0
: 1)))
#define nmagslablog2m256(bid)

((ismapbkt(bid))

? (((bid) <= MAPBIGLOG2)

? 2
: 1)

: (((bid) <= SLABTEENYLOG2)

? 0
: (((bid) <= SLABTINYLOG2)

? 0
: 0)))
#define nmagslablog2m512(bid)

((ismapbkt(bid))

? (((bid) <= MAPBIGLOG2)

? 1
: 0)

: (((bid) <= SLABTEENYLOG2)

? 0
: 0))

#else
#define nmagslablog2init(bid)

((ismapbkt(bid))

? (((bid) <= 23)

? 2
: 1)

: (((bid) <= SLABTEENYLOG2)

? 1
: (((bid) <= SLABTINYLOG2)

? 1
: 2)))
#define nmagslablog2m64(bid)

((ismapbkt(bid))

? 0
: (((bid) <= SLABTEENYLOG2)

? 0
: (((bid) <= SLABTINYLOG2)

? 1

\
\
\

\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\

\
\
\

24.2. IMPLEMENTATION

215

: 2)))
#define nmagslablog2m128(bid)

((ismapbkt(bid))

? (((bid) <= 23)

? 1
: 0)

: (((bid) <= SLABTEENYLOG2)

? 1
: (((bid) <= SLABTINYLOG2)

? 1
: 2)))
#define nmagslablog2m256(bid)

((ismapbkt(bid))

? (((bid) <= 24)

? 1
: 0)

: (((bid) <= SLABTEENYLOG2)

? 1
: (((bid) <= SLABTINYLOG2)

? 1
: 2)))
#define nmagslablog2m512(bid)

((ismapbkt(bid))

? (((bid) <= 24)

? 1
: 0)

: (((bid) <= SLABTEENYLOG2)

? 0
: (((bid) <= SLABTINYLOG2)

? 1
: 2)))

#endif
#endif
#define nblklog2(bid)

((!(ismapbkt(bid))

? (SLABLOG2 - (bid))
: nmagslablog2(bid)))

#define nblk(bid)
#define NBSLAB
#define nbmap(bid)
#define nbmag(bid)

#if (PTRBITS <= 32)
#define NSLAB
#define slabid(ptr)
#endif
#define nbhdr()
#define NBUFHDR

(1UL << nblklog2(bid))
(1UL << SLABLOG2)
(1UL << (nmagslablog2(bid) + (bid)))
(1UL << (nmagslablog2(bid) + SLABLOG2))

(1UL << (PTRBITS - SLABLOG2))
((uintptr_t)(ptr) >> SLABLOG2)

PAGESIZE
16

#define thrid()

((_aid >= 0) ? _aid : (_aid = getaid()))

216

CHAPTER 24. C LIBRARY ALLOCATOR

#define blksz(bid)
#define usrsz(bid)
#define ismapbkt(bid)
#define magfull(mag)
#define magempty(mag)
#if (ALNSTK)
#define nbstk(bid)
#define nbalnstk(bid)
#else
#define nbstk(bid)
#endif
#define mapstk(n)
#define unmapstk(mag)
#define putblk(mag, ptr)

((gt2(mag->max, 1)

(1UL << (bid))
(blksz(bid) - RZSZ)
(bid > HQMAX)
(!(mag)->cur)
((mag)->cur == (mag)->max)

max(nblk(bid) * sizeof(void *), PAGESIZE)
nbstk(bid)

max((nblk(bid) << 1) * sizeof(void *), PAGESIZE)

mapanon(_mapfd, ((n) << 1) * sizeof(void *))
unmapanon((mag)->bptr, mag->max * sizeof(void *))

? (((void **)(mag)->bptr)[--(mag)->cur] = (ptr))
: ((mag)->cur = 0, (mag)->adr = (ptr))))

#define getblk(mag)

((gt2(mag->max, 1)

? (((void **)(mag)->bptr)[(mag)->cur++])
: ((mag)->cur = 1, ((mag)->adr))))

#define NPFBIT BLKMINLOG2
#define BPMASK (~((1UL << NPFBIT) - 1))
#define BDIRTY 0x01UL
#define BALIGN 0x02UL
#define clrptr(ptr)
#define setflg(ptr, flg)
#define chkflg(ptr, flg)
#define blkid(mag, ptr)

((void *)((uintptr_t)(ptr) & BPMASK))
((void *)((uintptr_t)(ptr) | (flg)))
((uintptr_t)(ptr) & (flg))

\
\
\

\
\
\

\

((mag)->max + (((uintptr_t)(ptr) - (uintptr_t)(mag)->adr) >> (mag)->bid))

#define putptr(mag, ptr1, ptr2)

((gt2((mag)->max, 1))

? (((void **)(mag)->bptr)[blkid(mag, ptr1)] = (ptr2))
: ((mag)->bptr = (ptr2)))

#define getptr(mag, ptr)

((gt2((mag)->max, 1))

? (((void **)(mag)->bptr)[blkid(mag, ptr)])
: ((mag)->bptr))

\
\
\

\
\
\

#if (STAT)
#include <stdio.h>
#endif

/* synchonisation */

#if (ZEROMTX)
#define mlk(mp)
#define munlk(mp)
#define mtylk(mp)
#elif (SPINLK)

mtxlk(mp, _aid + 1)
mtxunlk(mp, _aid + 1)
mtxtrylk(mp, _aid + 1)

217

24.2. IMPLEMENTATION

#define mlk(sp)
#define munlk(sp)
#define mtrylk(sp)
#elif (MTSAFE)
#if (PTHREAD)
#define mlk(sp)
#define munlk(sp)
#define mtrylk(sp)
#else
#define mlk(sp)
#define munlk(sp)
#define mtrylk(sp)
#endif
#else
#define mlk(sp)
#define munlk(sp)
#define mtrylk(sp)
#endif
#define mlkspin(sp)
#define munlkspin(sp)
#define mtrylkspin(sp)

/* configuration */

spinlk(sp)
spinunlk(sp)
spintrylk(sp)

pthread_mutex_lock(sp)
pthread_mutex_unlock(sp)
pthread_mutex_trylock(sp)

spinlk(sp)
spinunlk(sp)
spintrylk(sp)

spinlk(sp)
spinunlk(sp)
spintry(sp)

#define CONF_INIT 0x00000001
#define VIS_INIT 0x00000002
struct mconf {

long
#if (MTSAFE)
LK_T
LK_T
LK_T

#endif

long
long
long

};

flags;

initlk;
arnlk;
heaplk;

scur;
acur;
narn;

#define istk(bid)

((nblk(bid) << 1) * sizeof(void *) <= PAGESIZE)

\

struct mag {
long
cur;
long
max;
long
aid;
long
bid;
void
*adr;
*bptr;
void
struct mag *prev;
struct mag *next;
struct mag *stk[EMPTY];

218

};

CHAPTER 24. C LIBRARY ALLOCATOR

#define nbarn() (blksz(bktid(sizeof(struct arn))))
struct arn {

*btab[NBKT];
*ftab[NBKT];

struct mag
struct mag
nref;
long
hcur;
long
nhdr;
long
struct mag **htab;
scur;
long
lktab[NBKT];
LK_T

};

struct mtree {
#if (MTSAFE)
LK_T

#endif

lk;

struct mag **tab;
long

nblk;

};

/* globals */

_nheapreq[NBKT] ALIGNED(PAGESIZE);
_nmapreq[NBKT];

nalloc[NARN][NBKT];
nhdrbytes[NARN];
nstkbytes[NARN];
nmapbytes[NARN];
nheapbytes[NARN];

#if (INTSTAT)
static uint64_t
static long
static long
static long
static long
#endif
#if (STAT)
static unsigned long
static unsigned long
#endif
#if (TUNEBUF)
static long
#endif
#if (MTSAFE)
static LK_T
#endif
static struct mag
#if (HACKS)
static long
#endif
static void
static struct arn
static struct mconf
#if (MTSAFE) && (PTHREAD)
static pthread_key_t

**_mdir;
**_atab;
_conf;

_akey;

_nslabtab[NBKT];

_flktab[NBKT];

*_ftab[NBKT];

_fcnt[NBKT];

24.2. IMPLEMENTATION

219

static __thread long
#else
static long
#endif
#if (TUNEBUF)
static int64_t
static int64_t
#endif
static int

_aid = -1;

_aid = 0;

_nbheap;
_nbmap;

_mapfd = -1;

/* utility functions */

static __inline__ long
ceil2(size_t size)
{

size--;
size |= size >> 1;
size |= size >> 2;
size |= size >> 4;
size |= size >> 8;
size |= size >> 16;

#if (LONGSIZE == 8)

size |= size >> 32;

#endif

size++;

return size;

}

static __inline__ long
bktid(size_t size)
{

long tmp = ceil2(size);
long bid;

#if (LONGSIZE == 4)

tzero32(tmp, bid);

#elif (LONGSIZE == 8)

tzero64(tmp, bid);

#endif

return bid;

}

#if (MTSAFE)
static long
getaid(void)
{

long

aid;

220

CHAPTER 24. C LIBRARY ALLOCATOR

mlk(&_conf.arnlk);
aid = _conf.acur++;
_conf.acur &= NARN - 1;
pthread_setspecific(_akey, _atab[aid]);
munlk(&_conf.arnlk);

return aid;

}
#endif

static __inline__ void
zeroblk(void *ptr,

size_t size)

{

unsigned long *ulptr = ptr;
unsigned long
long
long

zero = 0UL;
small = (size < (LONGSIZE << 3));
n = ((small)

? (size >> LONGSIZELOG2)
: (size >> (LONGSIZELOG2 + 3)));

long

nl = 8;

if (small) {

while (n--) {

*ulptr++ = zero;

}
} else {

while (n--) {

ulptr[0] = zero;
ulptr[1] = zero;
ulptr[2] = zero;
ulptr[3] = zero;
ulptr[4] = zero;
ulptr[5] = zero;
ulptr[6] = zero;
ulptr[7] = zero;
ulptr += nl;

}

}

return;

}

/* fork() management */

#if (MTSAFE)

static void
prefork(void)
{

24.2. IMPLEMENTATION

221

aid;
long
long
bid;
struct arn *arn;

mlk(&_conf.initlk);
mlk(&_conf.arnlk);
mlk(&_conf.heaplk);
aid = _conf.narn;
while (aid--) {

arn = _atab[aid];
for (bid = 0 ; bid < NBKT ; bid++) {

mlk(&arn->lktab[bid]);

}

}

return;

}

static void
postfork(void)
{

aid;
long
long
bid;
struct arn *arn;

aid = _conf.narn;
while (aid--) {

arn = _atab[aid];
for (bid = 0 ; bid < NBKT ; bid++) {

munlk(&arn->lktab[bid]);

}

}
munlk(&_conf.heaplk);
munlk(&_conf.arnlk);
munlk(&_conf.initlk);

return;

}

static void
relarn(void *arg)
{

struct arn *arn = arg;

#if (HACKS)
long

#endif

n = 0;

nref;
long
long
bid;
struct mag *mag;
struct mag *head;

222

CHAPTER 24. C LIBRARY ALLOCATOR

nref = --arn->nref;
if (!nref) {

bid = NBKT;
while (bid--) {

mlk(&arn->lktab[bid]);
head = arn->ftab[bid];
if (head) {

#if (HACKS)

#endif

n++;

mag = head;
while (mag->next) {

#if (HACKS)

#endif

n++;

mag = mag->next;

}
mlk(&_flktab[bid]);
mag->next = _ftab[bid];
_ftab[bid] = head;

_fcnt[bid] += n;

munlk(&_flktab[bid]);
arn->ftab[bid] = NULL;

}
munlk(&arn->lktab[bid]);

#if (HACKS)

#endif

}

}

return;

}

#endif /* MTSAFE */

/* statistics */

#if (STAT)
void
printstat(void)
{

long l;

for (l = 0 ; l < NBKT ; l++) {

fprintf(stderr, "%ld\t%lu\t%lu\n", l, _nheapreq[l], _nmapreq[l]);

}

exit(0);

}

24.2. IMPLEMENTATION

223

#elif (INTSTAT)
void
printintstat(void)
{

long aid;
long bkt;
long nbhdr = 0;
long nbstk = 0;
long nbheap = 0;
long nbmap = 0;

for (aid = 0 ; aid < NARN ; aid++) {

nbhdr += nhdrbytes[aid];
nbstk += nstkbytes[aid];
nbheap += nheapbytes[aid];
nbmap += nmapbytes[aid];
fprintf(stderr, "%lx: hdr: %ld\n", aid, nhdrbytes[aid] >> 10);
fprintf(stderr, "%lx: stk: %ld\n", aid, nstkbytes[aid] >> 10);
fprintf(stderr, "%lx: heap: %ld\n", aid, nheapbytes[aid] >> 10);
fprintf(stderr, "%lx: map: %ld\n", aid, nmapbytes[aid] >> 10);
for (bkt = 0 ; bkt < NBKT ; bkt++) {

fprintf(stderr, "NALLOC[%lx][%lx]: %lld\n",
aid, bkt, nalloc[aid][bkt]);

}

}
fprintf(stderr, "TOTAL: hdr: %ld, stk: %ld, heap: %ld, map: %ld\n",

nbhdr, nbstk, nbheap, nbmap);

}
#endif

#if (X11VIS)
#include <X11/Xlibint.h>
#include <X11/Xatom.h>
#include <X11/Xutil.h>
#include <X11/Xmd.h>
#include <X11/Xlocale.h>
#include <X11/cursorfont.h>
#include <X11/keysym.h>
#include <X11/Xlib.h>

static LK_T
#if 0
static LK_T
#endif
long
Display
Window
Pixmap
GC
GC

x11visinitlk;

x11vislk;

x11visinit = 0;

*x11visdisp = NULL;
x11viswin = None;
x11vispmap = None;
x11visinitgc = None;
x11visfreedgc = None;

224

GC
GC

CHAPTER 24. C LIBRARY ALLOCATOR

x11visusedgc = None;
x11visresgc = None;

#define x11vismarkfreed(ptr)

do {

if (x11visinit) {

int y = ((uintptr_t)(ptr) >> (BLKMINLOG2 + 10)) & 0x3ff;
int x = ((uintptr_t)(ptr) >> BLKMINLOG2) & 0x3ff;
XDrawPoint(x11visdisp, x11vispmap, x11visfreedgc, x, y);

}

} while (0)
#define x11vismarkres(ptr)

do {

if (x11visinit) {

int y = ((uintptr_t)(ptr) >> (BLKMINLOG2 + 10)) & 0x3ff;
int x = ((uintptr_t)(ptr) >> BLKMINLOG2) & 0x3ff;
XDrawPoint(x11visdisp, x11vispmap, x11visresgc, x, y);

}

} while (0)

#define x11vismarkused(ptr)

do {

if (x11visinit) {

int y = ((uintptr_t)(ptr) >> (BLKMINLOG2 + 10)) & 0x3ff;
int x = ((uintptr_t)(ptr) >> BLKMINLOG2) & 0x3ff;
XDrawPoint(x11visdisp, x11vispmap, x11visusedgc, x, y);

}

} while (0)

void
initx11vis(void)
{

XColor col;
XGCValues gcval;

//

mlk(&x11vislk);
mlk(&x11visinitlk);
if (x11visinit) {

munlk(&x11visinitlk);

\
\
\
\
\
\
\

\
\
\
\
\
\
\

\
\
\
\
\
\
\

return;

}
XInitThreads();
x11visdisp = XOpenDisplay(NULL);
if (x11visdisp) {

x11viswin = XCreateSimpleWindow(x11visdisp,

DefaultRootWindow(x11visdisp),
0, 0,
1024, 1024, 0,
BlackPixel(x11visdisp,

DefaultScreen(x11visdisp)),

24.2. IMPLEMENTATION

225

WhitePixel(x11visdisp,

DefaultScreen(x11visdisp)));

if (x11viswin) {

XEvent ev;

x11vispmap = XCreatePixmap(x11visdisp,

x11viswin,
1024, 1024,
DefaultDepth(x11visdisp,

DefaultScreen(x11visdisp)));

gcval.foreground = WhitePixel(x11visdisp,

DefaultScreen(x11visdisp));

x11visinitgc = XCreateGC(x11visdisp,

x11viswin,
GCForeground,
&gcval);

XFillRectangle(x11visdisp,
x11vispmap,
x11visinitgc,
0, 0,
1024, 1024);

col.red = 0x0000;
col.green = 0x0000;
col.blue = 0xffff;
if (!XAllocColor(x11visdisp,

DefaultColormap(x11visdisp,

DefaultScreen(x11visdisp)),

&col)) {

return;

}
gcval.foreground = col.pixel;
x11visfreedgc = XCreateGC(x11visdisp,

x11viswin,
GCForeground,
&gcval);

col.red = 0xffff;
col.green = 0x0000;
col.blue = 0x0000;
if (!XAllocColor(x11visdisp,

DefaultColormap(x11visdisp,

DefaultScreen(x11visdisp)),

&col)) {

return;

}

226

CHAPTER 24. C LIBRARY ALLOCATOR

gcval.foreground = col.pixel;
x11visusedgc = XCreateGC(x11visdisp,

x11viswin,
GCForeground,
&gcval);

col.red = 0x0000;
col.green = 0xffff;
col.blue = 0x0000;
if (!XAllocColor(x11visdisp,

DefaultColormap(x11visdisp,

DefaultScreen(x11visdisp)),

&col)) {

return;

}
gcval.foreground = col.pixel;
x11visresgc = XCreateGC(x11visdisp,

x11viswin,
GCForeground,
&gcval);

XSelectInput(x11visdisp, x11viswin, ExposureMask);
XMapRaised(x11visdisp, x11viswin);
do {

XNextEvent(x11visdisp, &ev);

} while (ev.type != Expose);
XSelectInput(x11visdisp, x11viswin, NoEventMask);

}

}
x11visinit = 1;
munlk(&x11visinitlk);
munlk(&x11vislk);

//
}
#endif

static void
initmall(void)
{

long
long
long
uint8_t

bid = NBKT;
aid = NARN;
ofs;
*ptr;

mlk(&_conf.initlk);
if (_conf.flags & CONF_INIT) {
munlk(&_conf.initlk);

return;

}

24.2. IMPLEMENTATION

227

#if (STAT)

atexit(printstat);

#elif (INTSTAT)

atexit(printintstat);

#endif
#if (_MMAP_DEV_ZERO)

_mapfd = open("/dev/zero", O_RDWR);

#endif
#if (MTSAFE)

mlk(&_conf.arnlk);
_atab = mapanon(_mapfd, NARN * sizeof(struct arn **));
ptr = mapanon(_mapfd, NARN * nbarn());
aid = NARN;
while (aid--) {

_atab[aid] = (struct arn *)ptr;
ptr += nbarn();

}
aid = NARN;
while (aid--) {

for (bid = 0 ; bid < NBKT ; bid++) {

#if (ZEROMTX)

mtxinit(&_atab[aid]->lktab[bid]);

#elif (PTHREAD) && !SPINLK

pthread_mutex_init(&_atab[aid]->lktab[bid], NULL);

#endif

}
_atab[aid]->hcur = NBUFHDR;

}
_conf.narn = NARN;
pthread_key_create(&_akey, relarn);
munlk(&_conf.arnlk);

#endif
#if (PTHREAD)

pthread_atfork(prefork, postfork, postfork);

#endif
#if (PTHREAD)

while (bid--) {

#if (ZEROMTX)

mtxinit(&_flktab[bid]);

#elif (PTHREAD) && !SPINLK

pthread_mutex_init(&_flktab[bid], NULL);

#endif

}

#endif

mlk(&_conf.heaplk);
ofs = NBSLAB - ((long)growheap(0) & (NBSLAB - 1));
if (ofs != NBSLAB) {

growheap(ofs);

}
munlk(&_conf.heaplk);

228

CHAPTER 24. C LIBRARY ALLOCATOR

#if (PTRBITS <= 32)

_mdir = mapanon(_mapfd, NSLAB * sizeof(void *));

#else

_mdir = mapanon(_mapfd, NL1KEY * sizeof(void *));

#endif
#if (TUNEBUF)

for (bid = 0 ; bid < NBKT ; bid++) {

_nslabtab[bid] = nmagslablog2init(bid);

}

#endif

_conf.flags |= CONF_INIT;
munlk(&_conf.initlk);

#if (X11VIS)

initx11vis();

#endif

return;

}

#if (MTSAFE)
#if (PTRBITS > 32)
#define l1ndx(ptr) getbits((uintptr_t)ptr, L1NDX, NL1BIT)
#define l2ndx(ptr) getbits((uintptr_t)ptr, L2NDX, NL2BIT)
#define l3ndx(ptr) getbits((uintptr_t)ptr, L3NDX, NL3BIT)
#if (PTRBITS > 48)
static struct mag *
findmag(void *ptr)
{

uintptr_t
uintptr_t
uintptr_t
void
void
struct mag *mag = NULL;

l1 = l1ndx(ptr);
l2 = l2ndx(ptr);
l3 = l3ndx(ptr);
*ptr1;
*ptr2;

ptr1 = _mdir[l1];
if (ptr1) {

ptr2 = ((void **)ptr1)[l2];
if (ptr2) {

mag = ((struct mag **)ptr2)[l3];

}

}

return mag;

}

static void
addblk(void *ptr,

struct mag *mag)

{

24.2. IMPLEMENTATION

229

l1 = l1ndx(ptr);
l2 = l2ndx(ptr);
l3 = l3ndx(ptr);

uintptr_t
uintptr_t
uintptr_t
*ptr1;
void
*ptr2;
void
void
**pptr;
struct mag **item;

ptr1 = _mdir[l1];
if (!ptr1) {

_mdir[l1] = ptr1 = mapanon(_mapfd, NL2KEY * sizeof(void *));
if (ptr1 == MAP_FAILED) {

#ifdef ENOMEM

errno = ENOMEM;

#endif

exit(1);

}

}
pptr = ptr1;
ptr2 = pptr[l2];
if (!ptr2) {

pptr[l2] = ptr2 = mapanon(_mapfd, NL3KEY * sizeof(struct mag *));
if (ptr2 == MAP_FAILED) {

#ifdef ENOMEM

errno = ENOMEM;

#endif

exit(1);

}

}
item = &((struct mag **)ptr2)[l3];
*item = mag;

return;

}
#else
static struct mag *
findmag(void *ptr)
{

l1 = l1ndx(ptr);
l2 = l2ndx(ptr);

uintptr_t
uintptr_t
void
struct mag *mag = NULL;

*ptr1;

ptr1 = _mdir[l1];
if (ptr1) {

mag = ((struct mag **)ptr1)[l2];

}

CHAPTER 24. C LIBRARY ALLOCATOR

230

}

return mag;

static void
addblk(void *ptr,

struct mag *mag)

{

l1 = l1ndx(ptr);
l2 = l2ndx(ptr);

uintptr_t
uintptr_t
void
*ptr1;
struct mag **item;

ptr1 = _mdir[l1];
if (!ptr1) {

_mdir[l1] = ptr1 = mapanon(_mapfd, NL2KEY * sizeof(struct mag *));
if (ptr1 == MAP_FAILED) {

#ifdef ENOMEM

errno = ENOMEM;

#endif

exit(1);

}

}
item = &((struct mag **)ptr1)[l2];
*item = mag;

return;

}
#endif
#else
#define findmag(ptr)
#define addblk(ptr, mag) (_mdir[slabid(ptr)] = (mag))
#endif
#endif

(_mdir[slabid(ptr)])

static struct mag *
gethdr(long aid)
{

*arn;
cur;

struct arn
long
struct mag **hbuf;
struct mag
uint8_t

*mag = NULL;
*ptr;

arn = _atab[aid];
hbuf = arn->htab;
if (!arn->nhdr) {

hbuf = mapanon(_mapfd, roundup2(NBUFHDR * sizeof(void *), PAGESIZE));
if (hbuf != MAP_FAILED) {

#if (INTSTAT)

24.2. IMPLEMENTATION

231

nhdrbytes[aid] += roundup2(NBUFHDR * sizeof(void *), PAGESIZE);

#endif

arn->htab = hbuf;
arn->hcur = NBUFHDR;
arn->nhdr = NBUFHDR;

}

}
cur = arn->hcur;
if (gte2(cur, NBUFHDR)) {

mag = mapanon(_mapfd, roundup2(NBUFHDR * nbhdr(), PAGESIZE));
if (mag == MAP_FAILED) {

#ifdef ENOMEM

errno = ENOMEM;

#endif

return NULL;

} else {

#if (VALGRIND)

if (RUNNING_ON_VALGRIND) {

VALGRIND_MALLOCLIKE_BLOCK(mag, PAGESIZE, 0, 0);

}

#endif

}
ptr = (uint8_t *)mag;
while (cur) {

mag = (struct mag *)ptr;
*hbuf++ = mag;
mag->bptr = mag->stk;
cur--;
ptr += nbhdr();

}

}
hbuf = arn->htab;

#if (SYSDBG)

_nhbuf++;

#endif

mag = hbuf[cur++];
arn->hcur = cur;

return mag;

}

#if (TUNEBUF)
static void
tunebuf(long val)
{

static long tunesz = 0;
long

nb = _nbheap + _nbmap;

return;

232

CHAPTER 24. C LIBRARY ALLOCATOR

if (!tunesz) {

tunesz = val;

}
if (val == 64 && nb >= 64 * 1024) {

nmagslablog2up(nmagslablog2m64, val, nb);

} else if (val == 128 && nb >= 128 * 1024) {

nmagslablog2up(nmagslablog2m128, val, nb);

} else if (val == 256 && nb >= 256 * 1024) {

nmagslablog2up(nmagslablog2m256, val, nb);

} else if (val == 512 && nb >= 512 * 1024) {

nmagslablog2up(nmagslablog2m512, val, nb);

}

return;

}
#endif

static void *
getslab(long aid,
long bid)

{

uint8_t
long
#if (TUNEBUF)

*ptr = NULL;

nb = nbmag(bid);

unsigned long tmp;
static long tunesz = 0;

#endif

if (!ismapbkt(bid)) {

mlk(&_conf.heaplk);
ptr = growheap(nb);
munlk(&_conf.heaplk);
if (ptr != SBRK_FAILED) {

#if (INTSTAT)

nheapbytes[aid] += nb;

#endif
#if (TUNEBUF)

_nbheap += nb;

_nheapreq[bid]++;

#if (STAT)

#endif
#endif

}
} else {

ptr = mapanon(_mapfd, nbmap(bid));
if (ptr != MAP_FAILED) {

#if (INTSTAT)

nmapbytes[aid] += nbmap(bid);

#endif

24.2. IMPLEMENTATION

233

#if (STAT)

_nmapreq[bid]++;

#endif

}

}

#if (TUNEBUF)

if (ptr != MAP_FAILED && ptr != SBRK_FAILED) {

tmp = _nbmap + _nbheap;
if (!tunesz) {

tunesz = 64;

}
if ((tmp >> 10) >= tunesz) {

tunebuf(tunesz);

}

}

#endif

return ptr;

}

static void
freemap(struct mag *mag)
{

struct arn
long
long
long
long
long
struct mag **hbuf;

*arn;
cur;
aid = mag->aid;
bid = mag->bid;
bsz = blksz(bid);
max = mag->max;

arn = _atab[aid];
mlk(&arn->lktab[bid]);
cur = arn->hcur;
hbuf = arn->htab;

//#if (HACKS)
//
//#else

if (!cur || _fcnt[bid] < 4) {

if (!cur) {

//#endif

mag->prev = NULL;
mlk(&_flktab[bid]);
mag->next = _ftab[bid];
_ftab[bid] = mag;

#if (HACKS)

_fcnt[bid]++;

#endif

munlk(&_flktab[bid]);

} else {

if (!unmapanon(clrptr(mag->adr), max * bsz)) {

234

CHAPTER 24. C LIBRARY ALLOCATOR

#if (VALGRIND)

if (RUNNING_ON_VALGRIND) {

VALGRIND_FREELIKE_BLOCK(clrptr(mag->adr), 0);

}

#endif
#if (INTSTAT)

nmapbytes[aid] -= max * bsz;

#endif
#if (TUNEBUF)

#endif

_nbmap -= max * bsz;

if (gt2(max, 1)) {

if (!istk(bid)) {

#if (INTSTAT)

#endif

#if (VALGRIND)

nstkbytes[aid] -= (mag->max << 1) << sizeof(void *);

unmapstk(mag);
mag->bptr = NULL;

if (RUNNING_ON_VALGRIND) {

VALGRIND_FREELIKE_BLOCK(mag, 0);

#endif

}

}

}
mag->adr = NULL;
hbuf[--cur] = mag;
arn->hcur = cur;

}

}
munlk(&arn->lktab[bid]);

return;

}

#define blkalnsz(sz, aln)
(((aln) <= MINSZ)
? max(sz, aln)
: (sz) + (aln))

static void *
getmem(size_t size,

size_t align,
long zero)

{

struct arn
long
long
long
uint8_t
long

*arn;
aid;
sz = blkalnsz(max(size, MINSZ), align);
bid = bktid(sz);

*retptr = NULL;

bsz = blksz(bid);

\
\
\

24.2. IMPLEMENTATION

235

uint8_t
long
struct mag
void
long
long
long

*ptr = NULL;

max = nblk(bid);

*mag = NULL;

**stk;
l;
n;
get = 0;

if (!(_conf.flags & CONF_INIT)) {

initmall();

}

aid = thrid();
arn = _atab[aid];
mlk(&arn->lktab[bid]);
mag = arn->btab[bid];
if (!mag) {

mag = arn->ftab[bid];

}
if (!mag) {

mlk(&_flktab[bid]);
mag = _ftab[bid];
if (mag) {

mag->aid = aid;
_ftab[bid] = mag->next;
mag->next = NULL;

#if (HACKS)

#endif

_fcnt[bid]--;

}
munlk(&_flktab[bid]);
if (mag) {

if (gt2(max, 1)) {

mag->next = arn->btab[bid];
if (mag->next) {

mag->next->prev = mag;

}
arn->btab[bid] = mag;

}

}

} else if (mag->cur == mag->max - 1) {

if (mag->next) {

mag->next->prev = NULL;

}
arn->btab[bid] = mag->next;
mag->next = NULL;

}
if (!mag) {

get = 1;
if (!ismapbkt(bid)) {

236

CHAPTER 24. C LIBRARY ALLOCATOR

ptr = getslab(aid, bid);
if (ptr == (void *)-1L) {

ptr = NULL;

}
} else {

ptr = mapanon(_mapfd, nbmap(bid));
if (ptr == MAP_FAILED) {

ptr = NULL;

}
#if (INTSTAT)

else {

nmapbytes[aid] += nbmap(bid);

}

#endif

}
mag = gethdr(aid);
if (mag) {

mag->aid = aid;
mag->cur = 0;
mag->max = max;
mag->bid = bid;
mag->adr = ptr;
if (ptr) {

if (gt2(max, 1)) {

if (istk(bid)) {

stk = (void **)mag->stk;

} else {

stk = mapstk(max);

}
mag->bptr = stk;
if (stk != MAP_FAILED) {

#if (INTSTAT)

#endif
#if (VALGRIND)

nstkbytes[aid] += (max << 1) << sizeof(void *);

if (RUNNING_ON_VALGRIND) {

VALGRIND_MALLOCLIKE_BLOCK(stk, max * sizeof(void *), 0, 0);

#endif

}

n = max << nmagslablog2(bid);
for (l = 0 ; l < n ; l++) {

stk[l] = ptr;
ptr += bsz;

}
mag->prev = NULL;
if (ismapbkt(bid)) {

mlk(&_flktab[bid]);
mag->next = _ftab[bid];
_ftab[bid] = mag;

#if (HACKS)

24.2. IMPLEMENTATION

237

#endif

_fcnt[bid]++;

} else {

mag->next = arn->btab[bid];
if (mag->next) {

mag->next->prev = mag;

}
arn->btab[bid] = mag;

}

}

}

}

}

}
if (mag) {

ptr = getblk(mag);
retptr = clrptr(ptr);

#if (VALGRIND)

if (RUNNING_ON_VALGRIND) {

if (retptr) {

VALGRIND_MALLOCLIKE_BLOCK(retptr, bsz, 0, 0);

}

}

#endif

if ((zero) && chkflg(ptr, BDIRTY)) {

zeroblk(retptr, bsz);

}
ptr = retptr;

#if (RZSZ)

markred(ptr);
markred(ptr + RZSZ + size);

#endif

if (retptr) {

#if (RZSZ)

#endif

retptr = ptr + RZSZ;

if (align) {

if ((uintptr_t)(retptr) & (align - 1)) {

retptr = (uint8_t *)roundup2((uintptr_t)ptr, align);

}
ptr = setflg(retptr, BALIGN);

}
putptr(mag, retptr, ptr);
addblk(retptr, mag);

}

}
if ((get) && ismapbkt(bid)) {
munlk(&_flktab[bid]);

}
munlk(&arn->lktab[bid]);

238

CHAPTER 24. C LIBRARY ALLOCATOR

#if (X11VIS)
//

mlk(&x11vislk);
if (x11visinit) {

//

ptr = clrptr(ptr);

ptr = retptr;
if (ptr) {

long
uint8_t *vptr = ptr;

l = blksz(bid) >> BLKMINLOG2;

while (l--) {

x11vismarkres(vptr);
vptr += MINSZ;

}

}
if (retptr) {
long
uint8_t *vptr = retptr;

l = sz >> BLKMINLOG2;

while (l--) {

x11vismarkused(ptr);
vptr += MINSZ;

}

}
XSetWindowBackgroundPixmap(x11visdisp,

x11viswin,
x11vispmap);

XClearWindow(x11visdisp,
x11viswin);

XFlush(x11visdisp);

}

munlk(&x11vislk);

//
#endif
#ifdef ENOMEM

if (!retptr) {

errno = ENOMEM;
fprintf(stderr, "%lx failed to allocate %ld bytes\n", aid, 1UL << bid);

abort();

}

#if (INTSTAT)
else {

nalloc[aid][bid]++;

}

#endif
#endif

return retptr;

}

static void

24.2. IMPLEMENTATION

239

putmem(void *ptr)
{
#if (RZSZ)

uint8_t

*u8p = ptr;

#endif

*mptr;

struct arn *arn;
void
struct mag *mag = (ptr) ? findmag(ptr) : NULL;
long
long
long
long
long
long

aid = -1;
tid = thrid();
bid = -1;
max;
glob = 0;
freed = 0;

if (mag) {
#if (VALGRIND)

if (RUNNING_ON_VALGRIND) {

VALGRIND_FREELIKE_BLOCK(ptr, 0);

}

#endif

aid = mag->aid;
if (aid < 0) {
glob++;
mag->aid = aid = tid;

}
bid = mag->bid;
max = mag->max;
arn = _atab[aid];
mlk(&arn->lktab[bid]);
if (gt2(max, 1) && magempty(mag)) {
mag->next = arn->btab[bid];
if (mag->next) {

mag->next->prev = mag;

}
arn->btab[bid] = mag;

}
mptr = getptr(mag, ptr);

#if (RZSZ)

if (!chkflg(mptr, BALIGN)) {

u8p = mptr - RZSZ;
if (chkred(u8p) || chkred(u8p + blksz(bid) - RZSZ)) {

fprintf(stderr, "red-zone violation\n");

}
ptr = clrptr(mptr);

}

#endif

if (mptr) {

putptr(mag, ptr, NULL);
mptr = setflg(mptr, BDIRTY);

240

CHAPTER 24. C LIBRARY ALLOCATOR

putblk(mag, mptr);
if (magfull(mag)) {

if (gt2(max, 1)) {

if (mag->prev) {

mag->prev->next = mag->next;

} else {

arn->btab[bid] = mag->next;

}
if (mag->next) {

mag->next->prev = mag->prev;

}

}
if (!isbufbkt(bid) && ismapbkt(bid)) {

freed = 1;

} else {

mag->prev = mag->next = NULL;
mlk(&_flktab[bid]);
mag->next = _ftab[bid];
_ftab[bid] = mag;

#if (HACKS)

#endif

_fcnt[bid]++;

munlk(&_flktab[bid]);

}

}

}
munlk(&arn->lktab[bid]);
if (freed) {

freemap(mag);

}

#if (X11VIS)
//

mlk(&x11vislk);

if (x11visinit) {

ptr = mptr;
if (ptr) {

if (freed) {
long
uint8_t *vptr = ptr;

l = nbmap(bid) >> BLKMINLOG2;

while (l--) {

x11vismarkfreed(vptr);
vptr += MINSZ;

}
} else {
long
uint8_t *vptr = ptr;

l = blksz(bid) >> BLKMINLOG2;

while (l--) {

x11vismarkfreed(vptr);
vptr += MINSZ;

24.2. IMPLEMENTATION

241

}

}

}
XSetWindowBackgroundPixmap(x11visdisp,

x11viswin,

x11vispmap);

XClearWindow(x11visdisp,
x11viswin);

XFlush(x11visdisp);

}

munlk(&x11vislk);

//
#endif

}

return;

}

/* STD: ISO/POSIX */

void *
malloc(size_t size)
{

void *ptr = getmem(size, 0, 0);

return ptr;

}

void *
calloc(size_t n, size_t size)
{

size_t
void

sz = n * (size + (RZSZ << 1));

*ptr = getmem(sz, 0, 1);

return ptr;

}

void *
_realloc(void *ptr,

size_t size,
long rel)

{

sz = blkalnsz(max(size + (RZSZ << 1), MINSZ), 0);

*retptr = ptr;

void
long
struct mag *mag = (ptr) ? findmag(ptr) : NULL;
long
uintptr_t

bid = bktid(sz);
bsz = (mag) ? blksz(mag->bid) : 0;

if (!ptr) {

retptr = getmem(size, 0, 0);

} else if ((mag) && mag->bid != bid) {

242

CHAPTER 24. C LIBRARY ALLOCATOR

retptr = getmem(size, 0, 0);
if (retptr) {

memcpy(retptr, ptr, min(sz, bsz));
putmem(ptr);
ptr = NULL;

}

}
if ((rel) && (ptr)) {
putmem(ptr);

}

return retptr;

}

void *
realloc(void *ptr,

size_t size)

{

}

void *retptr = _realloc(ptr, size, 0);

return retptr;

void
free(void *ptr)
{

if (ptr) {

putmem(ptr);

}

return;

}

#if (_ISOC11_SOURCE)
void *
aligned_alloc(size_t align,

size_t size)

{

}

void *ptr = NULL;
if (!powerof2(align) || (size % align)) {

errno = EINVAL;

} else {

ptr = getmem(size, align, 0);

}

return ptr;

#endif

24.2. IMPLEMENTATION

243

#if (_POSIX_C_SOURCE >= 200112L || _XOPEN_SOURCE >= 600)
int
posix_memalign(void **ret,

size_t align,
size_t size)

{

void *ptr = getmem(size, align, 0);
int

retval = -1;

if (!powerof2(align) || (size % sizeof(void *))) {

errno = EINVAL;

} else {

ptr = getmem(size, align, 0);
if (ptr) {

retval ^= retval;

}

}

*ret = ptr;

return retval;

}
#endif

/* STD: UNIX */

#if ((_BSD_SOURCE)

\

|| (_XOPEN_SOURCE >= 500 || ((_XOPEN_SOURCE) && (_XOPEN_SOURCE_EXTENDED))) \
&& !(_POSIX_C_SOURCE >= 200112L || _XOPEN_SOURCE >= 600))

void *
valloc(size_t size)
{

void *ptr = getmem(size, PAGESIZE, 0);

return ptr;

}
#endif

void *
memalign(size_t align,

size_t size)

{

void *ptr = NULL;

if (!powerof2(align)) {
errno = EINVAL;

} else {

ptr = getmem(size, align, 0);

}

CHAPTER 24. C LIBRARY ALLOCATOR

244

}

return ptr;

#if (_BSD_SOURCE)
void *
reallocf(void *ptr,

size_t size)

{

void *retptr = _realloc(ptr, size, 1);

return retptr;

}
#endif

#if (_GNU_SOURCE)
void *
pvalloc(size_t size)
{

size_t
void

sz = roundup2(size, PAGESIZE);
*ptr = getmem(sz, PAGESIZE, 0);

return ptr;

}
#endif

void
cfree(void *ptr)
{

if (ptr) {

free(ptr);

}

return;

}

size_t
malloc_usable_size(void *ptr)
{

struct mag *mag = findmag(ptr);
size_t

sz = usrsz(mag->bid);

return sz;

}

size_t
malloc_good_size(size_t size)
{

size_t rzsz = RZSZ;
size_t sz = usrsz(bktid(size)) - (rzsz << 1);

24.2. IMPLEMENTATION

245

return sz;

}

size_t
malloc_size(void *ptr)
{

struct mag *mag = findmag(ptr);
size_t

sz = (mag) ? blksz(mag->bid) : 0;

return sz;

}

246

CHAPTER 24. C LIBRARY ALLOCATOR

Appendix A

Cheat Sheets

247

248

APPENDIX A. CHEAT SHEETS

A.1 C Operator Precedence and Associativity

Precedence

The table below lists operators in descending order of evaluation (precedence).

Operators
() [] -> .
! ˜ + + - - + - * (cast) sizeof
* / %
+ -
<< >>
< <= > >=
== !=
&
^
|
&&
?:
= += -= *= /= %= &= ^= |= <<= >>=
,

Associativity
left to right
right to left
left to right
left to right
left to right
left to right
left to right
left to right
left to right
left to right
left to right
right to left
right to left
left to right

Notes

(cid:15) Unary (single operand) +, -, and * have higher precedence than the binary ones

TODO: (ARM?) assembly, Dijkstra’s Shunting yard, cdecl

Appendix B

A Bag of Tricks

trix.h

#ifndef __ZERO_TRIX_H__
#define __ZERO_TRIX_H__

/*

* this file contains tricks I’ve gathered together from sources such as MIT
* HAKMEM and the book Hacker’s Delight
*/

#define ZEROABS 1

#include <stdint.h>
#include <limits.h>
#include <zero/param.h>

#if (LONGSIZE == 4)
#define tzerol(u, r) tzero32(u, r)
#define lzerol(u, r) lzero32(u, r)
#elif (LONGSIZE == 8)
#define tzerol(u, r) tzero64(u, r)
#define lzerol(u, r) lzero64(u, r)
#endif

/* get the lowest 1-bit in a */
#define lo1bit(a)
((a) & -(a))
/* get n lowest and highest bits of i */
#define lobits(i, n)
#define hibits(i, n)
/* get n bits starting from index j */
#define getbits(i, j, n)
/* set n bits starting from index j to value b */
#define setbits(i, j, n, b) ((i) |= (((b) << (j)) & ~(((1U << (n)) << (j)) - 0x01)))
#define bitset(p, b)

((i) & ((1U << (n)) - 0x01))
((i) & ~((1U << (sizeof(i) * CHAR_BIT - (n))) - 0x01))

(((uint8_t *)(p))[(b) >> 3] & (1U << ((b) & 0x07)))

(lobits((i) >> (j), (n)))

249

250

APPENDIX B. A BAG OF TRICKS

(((uint8_t *)(p))[(b) >> 3] |= (1U << ((b) & 0x07)))

/* set bit # b in *p */
#define setbit(p, b)
/* clear bit # b in *p */
#define clrbit(p, b)
/* m - mask of bits to be taken from b. */
#define mergebits(a, b, m)
/* m - mask of bits to be copied from a. 1 -> copy, 0 -> leave alone. */
#define copybits(a, b, m) (((a) | (m)) | ((b) & ~(m)))

((a) ^ (((a) ^ (b)) & (m)))

(((uint8_t *)(p))[(b) >> 3] &= ~(1U << ((b) & 0x07)))

/* compute minimum and maximum of a and b without branching */
#define min(a, b)

((b) + (((a) - (b)) & -((a) < (b))))

#define max(a, b)

((a) - (((a) - (b)) & -((a) < (b))))

/* compare with power-of-two p2 */
#define gt2(u, p2)

/* true if u > p2 */

((u) & ~(p2))

#define gte2(u, p2) /* true if u >= p2 */

((u) & -(p2))

\

\

\

\

/* swap a and b without a temporary variable */
#define swap(a, b)
/* compute absolute value of integer without branching; PATENTED in USA :( */
#if (ZEROABS)
#define zeroabs(a)

((a) ^= (b), (b) ^= (a), (a) ^= (b))

\
\

(((a) ^ (((a) >> (CHAR_BIT * sizeof(a) - 1))))

- ((a) >> (CHAR_BIT * sizeof(a) - 1)))

#define abs(a)
#define labs(a)
#define llabs(a)
#endif

zeroabs(a)
zeroabs(a)
zeroabs(a)

/* true if x is a power of two */
#define powerof2(x)
/* align a to boundary of (the power of two) b2. */
//#define align(a, b2)
//#define align(a, b2)
#define mod2(a, b2)

((a) & -(b2))
((a) & ((b2) - 1))

(!((x) & ((x) - 1)))

((a) & ~((b2) - 1))

/* round a up to the next multiple of (the power of two) b2. */
//#define roundup2a(a, b2) (((a) + ((b2) - 0x01)) & ~((b2) + 0x01))
#define roundup2(a, b2) (((a) + ((b2) - 0x01)) & -(b2))

/* round down to the previous multiple of (the power of two) b2 */
#define rounddown2(a, b2) ((a) & ~((b2) - 0x01))

/* compute the average of a and b without division */
#define uavg(a, b)

(((a) & (b)) + (((a) ^ (b)) >> 1))

#define divceil(a, b)
#define divround(a, b) (((a) + ((b) / 2)) / (b))

(((a) + (b) - 1) / (b))

251

#define haszero_2(a)
#define haszero_32(a)

(~(a))
(((a) - 0x01010101) & ~(a) & 0x80808080)

#define onebits_32(u32, r)

((r) = (u32),

(r) -= ((r) >> 1) & 0x55555555,
(r) = (((r) >> 2) & 0x33333333) + ((r) & 0x33333333),
(r) = ((((r) >> 4) + (r)) & 0x0f0f0f0f),
(r) += ((r) >> 8),
(r) += ((r) >> 16),
(r) &= 0x3f)

#define onebits_32b(u32, r)

((r) = (u32),

(r) -= ((r) >> 1) & 0x55555555,
(r) = (((r) >> 2) & 0x33333333) + ((r) & 0x33333333),
(r) = (((((r) >> 4) + (r)) & 0x0f0f0f0f) * 0x01010101) >> 24)

#define bytepar(b, r)

do {

unsigned long _tmp1;

_tmp1 = (b);
_tmp1 ^= (b) >> 4;
(r) = (0x6996 >> (_tmp1 & 0x0f)) & 0x01;

} while (0)

#define bytepar2(b, r)

do {

unsigned long _tmp1;
unsigned long _tmp2;

_tmp1 = _tmp2 = (b);
_tmp2 >>= 4;
_tmp1 ^= _tmp2;
_tmp2 = 0x6996;
(r) = (_tmp2 >> (_tmp1 & 0x0f)) & 0x01;

} while (0)

#define bytepar3(b) ((0x6996 >> (((b) ^ ((b) >> 4)) & 0x0f)) & 0x01)

/* count number of trailing zero-bits in u32 */
#define tzero32(u32, r)

do {

uint32_t __tmp;
uint32_t __mask;

(r) = 0;
__tmp = (u32);
__mask = 0x01;
if (!(__tmp & __mask)) {
__mask = 0xffff;

\
\
\
\
\
\
\

\
\
\
\

\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\
\

252

APPENDIX B. A BAG OF TRICKS

if (!(__tmp & __mask)) {

__tmp >>= 16;
(r) += 16;

}
__mask >>= 8;
if (!(__tmp & __mask)) {

__tmp >>= 8;
(r) += 8;

}
__mask >>= 4;
if (!(__tmp & __mask)) {

__tmp >>= 4;
(r) += 4;

}
__mask >>= 2;
if (!(__tmp & __mask)) {

__tmp >>= 2;
(r) += 2;

}
__mask >>= 1;
if (!(__tmp & __mask)) {

(r) += 1;

}

}

} while (0)

/*

* count number of leading zero-bits in u32
*/
#if 0
#define lzero32(u32, r)

((u32) |= ((u32) >> 1),
(u32) |= ((u32) >> 2),
(u32) |= ((u32) >> 4),
(u32) |= ((u32) >> 8),
(u32) |= ((u32) >> 16),
CHAR_BIT * sizeof(u32) - onebits_32(u32, r))

#endif
#define lzero32(u32, r)

do {

uint32_t __tmp;
uint32_t __mask;

\

\

(r) = 0;
__tmp = (u32);
__mask = 0x01;
__mask <<= CHAR_BIT * sizeof(uint32_t) - 1;
if (!(__tmp & __mask)) {
__mask = 0xffffffff;
__mask <<= 16;

\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\

\
\
\
\
\
\

\
\
\
\

\
\
\
\
\
\

if (!(__tmp & __mask)) {

__tmp <<= 16;
(r) += 16;

}
__mask <<= 8;
if (!(__tmp & __mask)) {

__tmp <<= 8;
(r) += 8;

}
__mask <<= 4;
if (!(__tmp & __mask)) {

__tmp <<= 4;
(r) += 4;

}
__mask <<= 2;
if (!(__tmp & __mask)) {

__tmp <<= 2;
(r) += 2;

}
__mask <<= 1;
if (!(__tmp & __mask)) {

(r)++;

}

}

} while (0)

/* 64-bit versions */

#define tzero64(u64, r)

do {

uint64_t __tmp;
uint64_t __mask;

(r) = 0;
__tmp = (u64);
__mask = 0x01;
if (!(__tmp & __mask)) {
__mask = 0xffffffff;
if (!(__tmp & __mask)) {

__tmp >>= 32;
(r) += 32;

}
__mask >>= 16;
if (!(__tmp & __mask)) {

__tmp >>= 16;
(r) += 16;

}
__mask >>= 8;
if (!(__tmp & __mask)) {

__tmp >>= 8;

253

\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\

\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\

254

APPENDIX B. A BAG OF TRICKS

(r) += 8;

}
__mask >>= 4;
if (!(__tmp & __mask)) {

__tmp >>= 4;
(r) += 4;

}
__mask >>= 2;
if (!(__tmp & __mask)) {

__tmp >>= 2;
(r) += 2;

}
__mask >>= 1;
if (!(__tmp & __mask)) {

(r) += 1;

}

}

} while (0)

#define lzero64(u64, r)

do {

uint64_t __tmp;
uint64_t __mask;

\

\

(r) = 0;
__tmp = (u64);
__mask = 0x01;
__mask <<= CHAR_BIT * sizeof(uint64_t) - 1;
if (!(__tmp & __mask)) {
__mask = 0xffffffff;
__mask <<= 32;
if (!(__tmp & __mask)) {

__tmp <<= 32;
(r) += 32;

}
__mask <<= 16;
if (!(__tmp & __mask)) {

__tmp <<= 16;
(r) += 16;

}
__mask <<= 8;
if (!(__tmp & __mask)) {

__tmp <<= 8;
(r) += 8;

}
__mask <<= 4;
if (!(__tmp & __mask)) {

__tmp <<= 4;
(r) += 4;

}

\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\

\
\
\
\

\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\
\

255

\
\
\
\
\
\
\
\
\
\

__mask <<= 2;
if (!(__tmp & __mask)) {

__tmp <<= 2;
(r) += 2;

}
__mask <<= 1;
if (!(__tmp & __mask)) {

(r)++;

}

}

} while (0)

static __inline__ uint32_t
ceil2_32(uint64_t x)
{

x--;
x |= x >> 1;
x |= x >> 2;
x |= x >> 4;
x |= x >> 8;
x |= x >> 16;
x++;

return x;

}

static __inline__ uint64_t
ceil2_64(uint64_t x)
{

x--;
x |= x >> 1;
x |= x >> 2;
x |= x >> 4;
x |= x >> 8;
x |= x >> 16;
x |= x >> 32;
x++;

return x;

}

/* internal macros. */
#define _ftoi32(f)
#define _ftou32(f)
#define _dtoi64(d)
#define _dtou64(d)
/* FIXME: little-endian. */
#define _dtohi32(d)
/*

* IEEE 32-bit

(*((int32_t *)&(f)))
(*((uint32_t *)&(f)))
(*((int64_t *)&(d)))
(*((uint64_t *)&(d)))

(*(((uint32_t *)&(d)) + 1))

256

APPENDIX B. A BAG OF TRICKS

- mantissa
* 0..22
* 23..30 - exponent
* 31
*/

- sign

/* convert elements of float to integer. */
#define fgetmant(f)
#define fgetexp(f)
#define fgetsign(f)
#define fsetmant(f, mant) (_ftou32(f) |= (mant) & 0x007fffff)
#define fsetexp(f, exp)
#define fsetsign(f)
/*

(_ftou32(f) & 0x007fffff)
((_ftou32(f) >> 23) & 0xff)
(_ftou32(f) >> 31)

(_ftou32(f) |= ((exp) & 0xff) << 23)
(_ftou32(f) | 0x80000000)

* IEEE 64-bit
* 0..51
- mantissa
* 52..62 - exponent
* 63
*/

- sign

/* convert elements of double to integer. */
#define dgetmant(d)
#define dgetexp(d)
#define dgetsign(d)
#define dsetmant(d, mant)

(_dtou64(d) & UINT64_C(0x000fffffffffffff))
((_dtohi32(d) >> 20) & 0x7ff)
(_dtohi32(d) >> 31)

\

(*((uint64_t *)&(d)) |= (uint64_t)(mant) | UINT64_C(0x000fffffffffffff))

#define dsetexp(d, exp)

(*((uint64_t *)&(d)) |= (((uint64_t)((exp) & 0x7ff)) << 52))

#define dsetsign(d)

(*((uint64_t *)&(d)) |= UINT64_C(0x8000000000000000))

/*

* IEEE 80-bit
* 0..63
- mantissa
* 64..78 - exponent
* 79
*/

- sign

#define ldgetmant(ld)
#define ldgetexp(ld)
#define ldgetsign(ld)
#define ldsetmant(ld, mant) (*((uint64_t *)&ld = (mant)))
#define ldsetexp(ld, exp)
#define ldsetsign(ld)

(*((uint64_t *)&ld))
(*((uint32_t *)&ld + 2) & 0x7fff)
(*((uint32_t *)&ld + 3) & 0x8000)

(*((uint32_t *)&ld + 2) |= (exp) & 0x7fff)
(*((uint32_t *)&ld + 3) |= 0x80000000)

/* sign bit 0x8000000000000000. */
#define ifabs(d)

(_dtou64(d) & UINT64_C(0x7fffffffffffffff))

#define fabs2(d, t64)

(*((uint64_t *)&(t64)) = ifabs(d))

/* sign bit 0x80000000. */
#define ifabsf(f)

(_ftou32(f) & 0x7fffffff)

\

\

\

\

\

/* TODO: test the stuff below. */

/* (a < b) ? v1 : v2; */
#define condltset(a, b, v1, v2)

257

\

(((((a) - (b)) >> (CHAR_BIT * sizeof(a) - 1)) & ((v1) ^ (v2))) ^ (v2))

/* c - conditional, f - flag, u - word */
#define condsetf(c, f, u) ((u) ^ ((-(u) ^ (u)) & (f)))

#define nextp2(a)

(((a)

| ((a) >> 1)
| ((a) >> 2)
| ((a) >> 4)
| ((a) >> 8)
| ((a) >> 16)) + 1)

/* (a < b) ? v1 : v2; */
#define condset(a, b, v1, v2)

\
\
\
\
\
\

\

(((((a) - (b)) >> (CHAR_BIT * sizeof(a) - 1)) & ((v1) ^ (v2))) ^ (v2))

/* c - conditional, f - flag, u - word */
#define condsetf(c, f, u) ((u) ^ ((-(u) ^ (u)) & (f)))

#define sat8(x)

((x) | (!((x) >> 8) - 1))

#define sat8b(x)

condset(x, 0xff, x, 0xff)

#define haszero(a) (~(a))
#if 0
#define haszero_32(a)

(~(((((a) & 0x7f7f7f7f) + 0x7f7f7f7f) | (a)) | 0x7f7f7f7f))

#endif

/* calculate modulus u % 10 */
#define modu10(u)

((u) - ((((u) * 6554U) >> 16) * 10))

/* TODO: change modulus calculations to something faster */
#define leapyear(x)

(!((x) & 0x03) && ((((x) % 100)) || !((x) % 400)))

#endif /* __ZERO_TRIX_H__ */

\

\

\

\

\

258

APPENDIX B. A BAG OF TRICKS

Appendix C

Managing Builds with Tup

Rationale

This chapter is not meant to be a be-all manual for Tup; instead, I give a somewhat-
quick overview in the hopes the readers will be able to get a jump-start for using Tup
for their projects.

Why Tup?

There are many tools around to manage the task of building software projects. Whereas
I have quite a bunch of experience with GNU Auto-tools and have been suggested
learning to use Cmake, I was recently pointed to Tup; it was basically love at first
sight.

C.1 Overview

Tup Initialisation

Initializing a source-code tree to be used with Tup is extremely simple. Just execute

tup init

in the top-level directory and you will be set.

Upwards Recursion

What makes Tup perhaps unique in its approach is that it recursively manages the whole
build tree (or, optionally, smaller parts of it) by scanning the tree upwards. This means
that when you execute

tup upd

the tree is scanned upwards for configuration files, and all directories with Tupfile are
processed to be on-synch. You may alternatively choose to run

tup upd .

to limit the synchronisation (build) to the current working directory.

259

260

APPENDIX C. MANAGING BUILDS WITH TUP

C.2 Using Tup

C.2.1 Tuprules.tup

It’s a good idea to have a top-level Tuprules.tup file to set up things such as aliases
for build commands. Here is a simple rules file which I use for my operating system
project (additions to come in later).

Tuprules.tup

CC = gcc
LD = ld
CFLAGS = -g -Wall -O

!cc = |> ^ CC %f^ $(CC) $(CFLAGS) $(CFLAGS_%B) -c %f -o %o |> %B.o
!ld = |> ^ LD %f^ $(LD) $(LDFLAGS) $(LDFLAGS_%B) -o %o %f |>

Notes

(cid:15) Environment variables are used much like in Unix shell scripts; here, I set CC (C
compiler) to point to gcc, LD (linker) to point to ld, and CFLAGS (C compiler
flags) to a useful default of -g -Wall -O; produce debugger output, turn on many
warnings, and do basic optimisations.

(cid:15) Aliases start with ’!’; I set aliases for C compiler and linker (!cc and !ld, respec-

tively).

C.2.2 Tup Syntax

C.2.3 Variables

Environment Variables

Tup lets us assign environment variables much like Unix shells do; e.g., to assign the
value gcc to the variable CC, you would use the syntax

CC = gcc

or

CC := gcc

You can then refer to this variable like

$(CC)

in your Tup script files.

Conventional Environment Variables

Here comes a list of some commonly used environment variables and their purposes.

C.2. USING TUP

261

CC
LD
AS
CFLAGS
LDFLAGS
ASFLAGS

C compiler command
linker command
assembler command
C compiler flags
linker flags
assembler flags

Predefined @-Variables

TUP_CWD
TUP_ARCH
TUP_PLATFORM target operating system

path relative to the current Tupfile being parsed
target-architecture for building objects

Notes

(cid:15) @-variables can be specified in tup.config-files. For example, if you specify
CONFIG_PROJECT in tup.config, you can refer to it as @(PROJECT) in
Tupfile.

(cid:15) @-variables differ from environment variables in two ways; they are read-only,
and they are treated as dependencies; note that exported environment variables
are dependencies as well.

Example tup.config

# tup.config for the zero project

CONFIG_PROJECT=zero
CONFIG_RELEASE=0.0.1

It is possible to set CONFIG_-varibles to the value ’n’ by having comments like

# CONFIG_RELEASE is not set

C.2.4 Rules

Tup rules take the following syntax

: [foreach] [inputs] [ | order-only inputs] |> command |> [outputs] [ | extra outputs]
[{bin}]

Notes

(cid:15) ’[’ and ’]’ are used to denote optional fields.
(cid:15) ’|’ is used to separate fields.
(cid:15) foreach is used to run one command per input file; if omitted, all input files are

used as arguments for a single command.

(cid:15) inputs-field lists filenames; shell-style wildcards ’?’ and ’*’ are supported.
(cid:15) order-only inputs are used as inputs but the filenames are not present in %-
flags. This is useful e.g. for specifying dependencies on files such as headers
generated elsewhere; Tup shall know to generate those files first without execut-
ing the command.

262

APPENDIX C. MANAGING BUILDS WITH TUP

(cid:15) outputs specifies the names of the files to be written by command.

(cid:15) extra outputs are additional output files whose names do not appear in the

%o-flag.

(cid:15) {bin} can be used to group outputs into bins; later rules can use "{bin}" as an
input to use all filenames in the bin. As an example, the foreach rule will put all
output files into the objs bin.

C.2.5 Macros

The following is an example macro to specify the C compiler and default flags to be
used with it.

!cc = |> ˆCC %fˆ$(CC) $(CFLAGS) $(CFLAGS_%B) -c %f -o %o |> %B.o

Notes

(cid:15) Macros take ’!’ as their prefix, in contrast with rules being prefixed with ’:’.

(cid:15) ˆCC %fˆ controls what is echoed to the user when the command is run; note
that the space after the first ’ˆ’ is required; the letters immediately following the
ˆwould be flags.

(cid:15) %B evalutes to the name of the current file without the extension; similarly, %f
is the name of the current input file, and %o is the name of the current output
file.

C.2.6 Flags

ˆ-flags

(cid:15) the ’c’ flag causes the command to run inside a chroot-environment (currently
under Linux and OSX), so that the effective working directory of the subprocess
is different from the current working directory.

%-flags

the current filename from the inputs section
the basename (path stripped) of the current input file
like %b, but strips the filename extension
the extension of current file with foreach
the name(s) of output file(s) in the cammand section

%f
%b
%B
%e
%o
%O like %o, but without the extension
%d

the name of the lowest-level directory in path

C.2.7 Directives

ifeq (val1,val2)

C.2. USING TUP

263

The ifeq-directive tells Tup to do the things before the next endif or else in case val1
is found to be equal to val2. Note that any spaces included within the parentheses are
processed verbatim. All $- and @-variables are substituted within val1 and val2.

ifneq (val1,val2)

The ifneq-directive inverts the logic of ifeq; the following things are done if val1 is not
equal with val2.

ifdef VARIABLE

The things before the next endif shall be done if the @-variable is defined at all in
tup.config.

ifndef VARIABLE

ifndef inverts the logic of ifdef.

else

else toggles the logical truth value of the previous ifeq/ifneq/ifdef/ifndef statement.

endif

Ends the previous ifeq/ifneq/ifdef/ifndef statement.

include file

Reads a regular file and continues parsing the current Tupfile.

include_rules

Scans the directory tree up for the first Tuprules.tup file and then reads all Tuprules.tup
files from it down to the one possibly in the current directory. Usually specified as the
first line in Tupfile.

run ./script args

Run an external script with the given arguments to generate :-rules. The script is
expected to write the :-rules to standard output (stdout). The script cannot create $-
variables or !-macros, but it can output :-rules that use those features.

preload directory

By default, run-scripts can only use wild-cards for files in the current directory. To
specify other wild-card directories to be scanne, you can use preload.

export VARIABLE

Adds the environment variable VARIABLE to be used by future :-rules and run-scripts.
VARIABLE comes from environment, not the Tupfile, so you can control the contents
using your shell. On Unix-systems, only PATH is exported by default.

.gitignore

Tells Tup to automatically generate a .gitignore file with a list of Tup-generated output
files.

#

# at the beginning of a line marks the line as a comment.