Index mapping
Index mapping (or direct addressing, or a trivial hash function) in computer science describes using an array, in which each position corresponds to a key in the universe of possible values.[1] The technique is most effective when the universe of keys is reasonably small, such that allocating an array with one position for every possible key is affordable. Its effectiveness comes from the fact that an arbitrary position in an array can be examined in constant time.
Applicable arrays
There are many practical examples of data whose valid values are restricted within a small range. A trivial hash function is a suitable choice when such data needs to act as a lookup key. Some examples include:
- month in the year (1–12)
- day in the month (1–31)
- day of the week (1–7)
- human age (0–130) – e.g. lifecover actuary tables, fixed term mortgage
- ASCII characters (0–127), encompassing common mathematical operator symbols, digits, punctuation marks and English language alphabet
Examples
Using a trivial hash function, in a non-iterative table lookup, can eliminate conditional testing and branching completely, reducing the instruction path length of a computer program.
Avoid branching
Roger Sayle gives an example[2] of eliminating a multiway branch caused by a switch statement:
inline bool Has30Days(int m) {
switch (m) {
case 4: // April
case 6: // June
case 9: // September
case 11: // November
return true;
default:
return false;
}
}
Which can be replaced with a table lookup:
inline bool Has30Days(int m) {
static const bool T[] = { 0, 0, 0, 1, 0, 1, 0, 0, 1, 0, 1, 0 };
return T[m];
}
See also
References
- ^ Cormen, Thomas H. (2009). Introduction to algorithms (3rd ed.). Cambridge, Mass.: MIT Press. pp. 253–255. ISBN 9780262033848. Retrieved 26 November 2015.
- ^ Sayle, Roger Anthony (June 17, 2008). "A Superoptimizer Analysis of Multiway Branch Code Generation" (PDF). Proceedings of the GCC Developers’ Summit: 103–116. Retrieved 26 November 2015.