Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 1 | \section{\module{collections} --- |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 2 | High-performance container datatypes} |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 3 | |
| 4 | \declaremodule{standard}{collections} |
| 5 | \modulesynopsis{High-performance datatypes} |
| 6 | \moduleauthor{Raymond Hettinger}{python@rcn.com} |
| 7 | \sectionauthor{Raymond Hettinger}{python@rcn.com} |
| 8 | \versionadded{2.4} |
| 9 | |
| 10 | |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 11 | This module implements high-performance container datatypes. Currently, the |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 12 | only datatype is a deque. Future additions may include B-trees |
| 13 | and Fibonacci heaps. |
| 14 | |
| 15 | \begin{funcdesc}{deque}{\optional{iterable}} |
| 16 | Returns a new deque objected initialized left-to-right (using |
| 17 | \method{append()}) with data from \var{iterable}. If \var{iterable} |
| 18 | is not specified, the new deque is empty. |
| 19 | |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 20 | Deques are a generalization of stacks and queues (the name is pronounced |
| 21 | ``deck'' and is short for ``double-ended queue''). Deques support |
| 22 | thread-safe, memory efficient appends and pops from either side of the deque |
| 23 | with approximately the same \code{O(1)} performance in either direction. |
| 24 | |
| 25 | Though \class{list} objects support similar operations, they are optimized |
| 26 | for fast fixed-length operations and incur \code{O(n)} memory movement costs |
| 27 | for \samp{pop(0)} and \samp{insert(0, v)} operations which change both the |
| 28 | size and position of the underlying data representation. |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 29 | \versionadded{2.4} |
| 30 | \end{funcdesc} |
| 31 | |
| 32 | Deque objects support the following methods: |
| 33 | |
| 34 | \begin{methoddesc}{append}{x} |
| 35 | Add \var{x} to the right side of the deque. |
| 36 | \end{methoddesc} |
| 37 | |
| 38 | \begin{methoddesc}{appendleft}{x} |
| 39 | Add \var{x} to the left side of the deque. |
| 40 | \end{methoddesc} |
| 41 | |
| 42 | \begin{methoddesc}{clear}{} |
| 43 | Remove all elements from the deque leaving it with length 0. |
| 44 | \end{methoddesc} |
| 45 | |
Raymond Hettinger | 3ba85c2 | 2004-02-06 19:04:56 +0000 | [diff] [blame] | 46 | \begin{methoddesc}{extend}{iterable} |
| 47 | Extend the right side of the deque by appending elements from |
| 48 | the iterable argument. |
| 49 | \end{methoddesc} |
| 50 | |
| 51 | \begin{methoddesc}{extendleft}{iterable} |
| 52 | Extend the left side of the deque by appending elements from |
| 53 | \var{iterable}. Note, the series of left appends results in |
| 54 | reversing the order of elements in the iterable argument. |
| 55 | \end{methoddesc} |
| 56 | |
Raymond Hettinger | 738ec90 | 2004-02-29 02:15:56 +0000 | [diff] [blame^] | 57 | \begin{methoddesc}{left}{} |
| 58 | Return leftmost element from the deque. |
| 59 | If no elements are present, raises a \exception{IndexError}. |
| 60 | \end{methoddesc} |
| 61 | |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 62 | \begin{methoddesc}{pop}{} |
| 63 | Remove and return an element from the right side of the deque. |
Raymond Hettinger | 738ec90 | 2004-02-29 02:15:56 +0000 | [diff] [blame^] | 64 | If no elements are present, raises a \exception{IndexError}. |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 65 | \end{methoddesc} |
| 66 | |
| 67 | \begin{methoddesc}{popleft}{} |
| 68 | Remove and return an element from the left side of the deque. |
Raymond Hettinger | 738ec90 | 2004-02-29 02:15:56 +0000 | [diff] [blame^] | 69 | If no elements are present, raises a \exception{IndexError}. |
| 70 | \end{methoddesc} |
| 71 | |
| 72 | \begin{methoddesc}{right}{} |
| 73 | Return the rightmost element from the deque. |
| 74 | If no elements are present, raises a \exception{IndexError}. |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 75 | \end{methoddesc} |
| 76 | |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 77 | \begin{methoddesc}{rotate}{n} |
| 78 | Rotate the deque \var{n} steps to the right. If \var{n} is |
| 79 | negative, rotate to the left. Rotating one step to the right |
| 80 | is equivalent to: \samp{d.appendleft(d.pop())}. |
| 81 | \end{methoddesc} |
| 82 | |
| 83 | In addition to the above, deques support iteration, pickling, \samp{len(d)}, |
| 84 | \samp{reversed(d)}, \samp{copy.copy(d)}, \samp{copy.deepcopy(d)}, and |
| 85 | membership testing with the \keyword{in} operator. |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 86 | |
| 87 | Example: |
| 88 | |
| 89 | \begin{verbatim} |
| 90 | >>> from collections import deque |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 91 | >>> d = deque('ghi') # make a new deque with three items |
| 92 | >>> for elem in d: # iterate over the deque's elements |
Raymond Hettinger | 738ec90 | 2004-02-29 02:15:56 +0000 | [diff] [blame^] | 93 | ... print elem.upper() |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 94 | G |
| 95 | H |
| 96 | I |
Raymond Hettinger | 738ec90 | 2004-02-29 02:15:56 +0000 | [diff] [blame^] | 97 | |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 98 | >>> d.append('j') # add a new entry to the right side |
| 99 | >>> d.appendleft('f') # add a new entry to the left side |
| 100 | >>> d # show the representation of the deque |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 101 | deque(['f', 'g', 'h', 'i', 'j']) |
Raymond Hettinger | 738ec90 | 2004-02-29 02:15:56 +0000 | [diff] [blame^] | 102 | |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 103 | >>> d.pop() # return and remove the rightmost item |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 104 | 'j' |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 105 | >>> d.popleft() # return and remove the leftmost item |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 106 | 'f' |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 107 | >>> list(d) # list the contents of the deque |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 108 | ['g', 'h', 'i'] |
Raymond Hettinger | 738ec90 | 2004-02-29 02:15:56 +0000 | [diff] [blame^] | 109 | |
| 110 | >>> d.left() # peek at leftmost item |
| 111 | 'g' |
| 112 | >>> d.right() # peek at rightmost item |
| 113 | 'i' |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 114 | >>> list(reversed(d)) # list the contents of a deque in reverse |
Raymond Hettinger | c058fd1 | 2004-02-07 02:45:22 +0000 | [diff] [blame] | 115 | ['i', 'h', 'g'] |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 116 | >>> 'h' in d # search the deque |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 117 | True |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 118 | >>> d.extend('jkl') # add multiple elements at once |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 119 | >>> d |
| 120 | deque(['g', 'h', 'i', 'j', 'k', 'l']) |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 121 | >>> d.rotate(1) # right rotation |
| 122 | >>> d |
| 123 | deque(['l', 'g', 'h', 'i', 'j', 'k']) |
| 124 | >>> d.rotate(-1) # left rotation |
| 125 | >>> d |
| 126 | deque(['g', 'h', 'i', 'j', 'k', 'l']) |
Raymond Hettinger | 738ec90 | 2004-02-29 02:15:56 +0000 | [diff] [blame^] | 127 | |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 128 | >>> deque(reversed(d)) # make a new deque in reverse order |
| 129 | deque(['l', 'k', 'j', 'i', 'h', 'g']) |
| 130 | >>> d.clear() # empty the deque |
| 131 | >>> d.pop() # cannot pop from an empty deque |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 132 | Traceback (most recent call last): |
| 133 | File "<pyshell#6>", line 1, in -toplevel- |
| 134 | d.pop() |
Raymond Hettinger | 738ec90 | 2004-02-29 02:15:56 +0000 | [diff] [blame^] | 135 | IndexError: pop from an empty deque |
Raymond Hettinger | 3ba85c2 | 2004-02-06 19:04:56 +0000 | [diff] [blame] | 136 | |
Raymond Hettinger | 5c5eb86 | 2004-02-07 21:13:00 +0000 | [diff] [blame] | 137 | >>> d.extendleft('abc') # extendleft() reverses the input order |
Raymond Hettinger | 3ba85c2 | 2004-02-06 19:04:56 +0000 | [diff] [blame] | 138 | >>> d |
| 139 | deque(['c', 'b', 'a']) |
| 140 | |
Raymond Hettinger | e52f3b1 | 2004-01-29 07:27:45 +0000 | [diff] [blame] | 141 | \end{verbatim} |