To improve cache locality, each probe inspects a series of consecutive
nearby entries before moving on to probes elsewhere in memory. This leaves
- us with a hybrid of linear probing and open addressing. The linear probing
+ us with a hybrid of linear probing and randomized probing. The linear probing
reduces the cost of hash collisions because consecutive memory accesses
tend to be much cheaper than scattered probes. After LINEAR_PROBES steps,
- we then use open addressing with the upper bits from the hash value. This
- helps break-up long chains of collisions.
+ we then use more of the upper bits from the hash value and apply a simple
+ linear congruential random number genearator. This helps break-up long
+ chains of collisions.
All arithmetic on hash should ignore overflow.
Unlike the dictionary implementation, the lookkey function can return
NULL if the rich comparison returns an error.
+
+ Use cases for sets differ considerably from dictionaries where looked-up
+ keys are more likely to be present. In contrast, sets are primarily
+ about membership testing where the presence of an element is not known in
+ advance. Accordingly, the set implementation needs to optimize for both
+ the found and not-found case.
*/
#include "Python.h"