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In
computer programming Computer programming or coding is the composition of sequences of instructions, called computer program, programs, that computers can follow to perform tasks. It involves designing and implementing algorithms, step-by-step specifications of proc ...
and particularly in
Lisp Lisp (historically LISP, an abbreviation of "list processing") is a family of programming languages with a long history and a distinctive, fully parenthesized Polish notation#Explanation, prefix notation. Originally specified in the late 1950s, ...
, an association list, often referred to as an alist, is a
linked list In computer science, a linked list is a linear collection of data elements whose order is not given by their physical placement in memory. Instead, each element points to the next. It is a data structure consisting of a collection of nodes whi ...
in which each list element (or
node In general, a node is a localized swelling (a "knot") or a point of intersection (a vertex). Node may refer to: In mathematics * Vertex (graph theory), a vertex in a mathematical graph *Vertex (geometry), a point where two or more curves, lines ...
) comprises a key and a value. The association list is said to ''associate'' the value with the key. In order to find the value associated with a given key, a sequential search is used: each element of the list is searched in turn, starting at the head, until the key is found. Associative lists provide a simple way of implementing an
associative array In computer science, an associative array, key-value store, map, symbol table, or dictionary is an abstract data type that stores a collection of (key, value) pairs, such that each possible key appears at most once in the collection. In math ...
, but are efficient only when the number of keys is very small.


Operation

An
associative array In computer science, an associative array, key-value store, map, symbol table, or dictionary is an abstract data type that stores a collection of (key, value) pairs, such that each possible key appears at most once in the collection. In math ...
is an abstract data type that can be used to maintain a collection of key–value pairs and look up the value associated with a given key. The association list provides a simple way of implementing this data type. To test whether a key is associated with a value in a given association list, search the list starting at its first node and continuing either until a node containing the key has been found or until the search reaches the end of the list (in which case the key is not present). To add a new key–value pair to an association list, create a new node for that key-value pair, set the node's link to be the previous first element of the association list, and replace the first element of the association list with the new node. Although some implementations of association lists disallow having multiple nodes with the same keys as each other, such duplications are not problematic for this search algorithm: duplicate keys that appear later in the list are ignored. It is also possible to delete a key from an association list, by scanning the list to find each occurrence of the key and splicing the nodes containing the key out of the list. The scan should continue to the end of the list, even when the key is found, in case the same key may have been inserted multiple times.


Performance

The disadvantage of association lists is that the time to search is , where is the length of the list. For large lists, this may be much slower than the times that can be obtained by representing an associative array as a binary search tree or as a
hash table In computer science, a hash table is a data structure that implements an associative array, also called a dictionary or simply map; an associative array is an abstract data type that maps Unique key, keys to Value (computer science), values. ...
. Additionally, unless the list is regularly pruned to remove elements with duplicate keys, multiple values associated with the same key will increase the size of the list, and thus the time to search, without providing any compensatory advantage. One advantage of association lists is that a new element can be added in constant time. Additionally, when the number of keys is very small, searching an association list may be more efficient than searching a binary search tree or hash table, because of the greater simplicity of their implementation.


Applications and software libraries

In the early development of Lisp, association lists were used to resolve references to free variables in procedures. See in particular p. 12 for functions that search an association list and use it to substitute symbols in another expression, and p. 103 for the application of association lists in maintaining variable bindings. In this application, it is convenient to augment association lists with an additional operation, that reverses the addition of a key–value pair without scanning the list for other copies of the same key. In this way, the association list can function as a stack, allowing local variables to temporarily
shadow A shadow is a dark area on a surface where light from a light source is blocked by an object. In contrast, shade occupies the three-dimensional volume behind an object with light in front of it. The cross-section of a shadow is a two-dimensio ...
other variables with the same names, without destroying the values of those other variables. Many programming languages, including Lisp, Scheme,
OCaml OCaml ( , formerly Objective Caml) is a General-purpose programming language, general-purpose, High-level programming language, high-level, Comparison of multi-paradigm programming languages, multi-paradigm programming language which extends the ...
, and
Haskell Haskell () is a general-purpose, statically typed, purely functional programming language with type inference and lazy evaluation. Designed for teaching, research, and industrial applications, Haskell pioneered several programming language ...
have functions for handling association lists in their standard libraries.


See also

* Self-organizing list, a strategy for re-ordering the keys in an association list to speed up searches for frequently-accessed keys. *Property list, or plist, another associative array data structure used in Lisp (not to be confused with property lists, a file format also called plist files).


References

{{Data structures Linked lists Associative arrays