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Fred Drake295da241998-08-10 19:42:37 +00001\section{\module{array} ---
Fred Drake4f6e4fb1999-04-21 16:38:53 +00002 Efficient arrays of numeric values}
Fred Drakeb91e9341998-07-23 17:59:49 +00003
Fred Drake4f6e4fb1999-04-21 16:38:53 +00004\declaremodule{builtin}{array}
Fred Drakeb91e9341998-07-23 17:59:49 +00005\modulesynopsis{Efficient arrays of uniformly typed numeric values.}
6
Guido van Rossum5fdeeea1994-01-02 01:22:07 +00007
8This module defines a new object type which can efficiently represent
9an array of basic values: characters, integers, floating point
Fred Drake4f6e4fb1999-04-21 16:38:53 +000010numbers. Arrays\index{arrays} are sequence types and behave very much
11like lists, except that the type of objects stored in them is
12constrained. The type is specified at object creation time by using a
13\dfn{type code}, which is a single character. The following type
14codes are defined:
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000015
Fred Drakeee601911998-04-11 20:53:03 +000016\begin{tableiii}{c|l|c}{code}{Type code}{C Type}{Minimum size in bytes}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000017\lineiii{'c'}{character}{1}
Fred Drakee9e05961998-12-10 05:04:21 +000018\lineiii{'b'}{signed int}{1}
19\lineiii{'B'}{unsigned int}{1}
20\lineiii{'h'}{signed int}{2}
21\lineiii{'H'}{unsigned int}{2}
22\lineiii{'i'}{signed int}{2}
23\lineiii{'I'}{unsigned int}{2}
24\lineiii{'l'}{signed int}{4}
25\lineiii{'L'}{unsigned int}{4}
26\lineiii{'f'}{float}{4}
27\lineiii{'d'}{double}{8}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000028\end{tableiii}
29
30The actual representation of values is determined by the machine
Fred Drake4f6e4fb1999-04-21 16:38:53 +000031architecture (strictly speaking, by the C implementation). The actual
Fred Drakee9e05961998-12-10 05:04:21 +000032size can be accessed through the \member{itemsize} attribute. The values
Guido van Rossumb0b81811997-01-03 19:20:52 +000033stored for \code{'L'} and \code{'I'} items will be represented as
34Python long integers when retrieved, because Python's plain integer
Fred Drake4f6e4fb1999-04-21 16:38:53 +000035type cannot represent the full range of C's unsigned (long) integers.
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000036
Guido van Rossumecde7811995-03-28 13:35:14 +000037
Fred Drakedd1f52b1998-04-03 03:35:24 +000038The module defines the following function and type object:
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000039
Fred Drakecce10901998-03-17 06:33:25 +000040\begin{funcdesc}{array}{typecode\optional{, initializer}}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000041Return a new array whose items are restricted by \var{typecode}, and
42initialized from the optional \var{initializer} value, which must be a
43list or a string. The list or string is passed to the new array's
Fred Drake8a135251998-02-27 15:19:42 +000044\method{fromlist()} or \method{fromstring()} method (see below) to add
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000045initial items to the array.
46\end{funcdesc}
47
Fred Drakedd1f52b1998-04-03 03:35:24 +000048\begin{datadesc}{ArrayType}
49Type object corresponding to the objects returned by
50\function{array()}.
51\end{datadesc}
52
53
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000054Array objects support the following data items and methods:
55
Fred Drakedd1f52b1998-04-03 03:35:24 +000056\begin{memberdesc}[array]{typecode}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000057The typecode character used to create the array.
Fred Drakedd1f52b1998-04-03 03:35:24 +000058\end{memberdesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000059
Fred Drakedd1f52b1998-04-03 03:35:24 +000060\begin{memberdesc}[array]{itemsize}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000061The length in bytes of one array item in the internal representation.
Fred Drakedd1f52b1998-04-03 03:35:24 +000062\end{memberdesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000063
Fred Drake8a135251998-02-27 15:19:42 +000064
Fred Drakedd1f52b1998-04-03 03:35:24 +000065\begin{methoddesc}[array]{append}{x}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000066Append a new item with value \var{x} to the end of the array.
Fred Drakedd1f52b1998-04-03 03:35:24 +000067\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000068
Fred Drakedd1f52b1998-04-03 03:35:24 +000069\begin{methoddesc}[array]{buffer_info}{}
Fred Drakebef9b0b1997-12-29 19:33:45 +000070Return a tuple \code{(\var{address}, \var{length})} giving the current
Fred Drake630a63c2001-08-01 16:50:49 +000071memory address and the length in elements of the buffer used to hold
72array's contents. The size of the memory buffer in bytes can be
73computed as \code{\var{array}.buffer_info()[1] *
74\var{array}.itemsize}. This is occasionally useful when working with
Guido van Rossum8f062471997-08-14 19:50:37 +000075low-level (and inherently unsafe) I/O interfaces that require memory
Fred Drake630a63c2001-08-01 16:50:49 +000076addresses, such as certain \cfunction{ioctl()} operations. The
77returned numbers are valid as long as the array exists and no
78length-changing operations are applied to it.
79
Fred Drake0aa811c2001-10-20 04:24:09 +000080\note{When using array objects from code written in C or
Fred Drake630a63c2001-08-01 16:50:49 +000081\Cpp{} (the only way to effectively make use of this information), it
82makes more sense to use the buffer interface supported by array
83objects. This method is maintained for backward compatibility and
84should be avoided in new code. The buffer interface is documented in
Fred Drake0aa811c2001-10-20 04:24:09 +000085the \citetitle[../api/newTypes.html]{Python/C API Reference Manual}.}
Fred Drakedd1f52b1998-04-03 03:35:24 +000086\end{methoddesc}
Guido van Rossum8f062471997-08-14 19:50:37 +000087
Fred Drake38e5d272000-04-03 20:13:55 +000088\begin{methoddesc}[array]{byteswap}{}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000089``Byteswap'' all items of the array. This is only supported for
Fred Drake38e5d272000-04-03 20:13:55 +000090values which are 1, 2, 4, or 8 bytes in size; for other types of
91values, \exception{RuntimeError} is raised. It is useful when reading
92data from a file written on a machine with a different byte order.
Fred Drakedd1f52b1998-04-03 03:35:24 +000093\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000094
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +000095\begin{methoddesc}[array]{count}{x}
96Return the number of occurences of \var{x} in the array.
97\end{methoddesc}
98
99\begin{methoddesc}[array]{extend}{a}
100Append array items from \var{a} to the end of the array.
101\end{methoddesc}
102
Fred Drakedd1f52b1998-04-03 03:35:24 +0000103\begin{methoddesc}[array]{fromfile}{f, n}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000104Read \var{n} items (as machine values) from the file object \var{f}
105and append them to the end of the array. If less than \var{n} items
Fred Drake8a135251998-02-27 15:19:42 +0000106are available, \exception{EOFError} is raised, but the items that were
Guido van Rossum470be141995-03-17 16:07:09 +0000107available are still inserted into the array. \var{f} must be a real
Fred Drakedd1f52b1998-04-03 03:35:24 +0000108built-in file object; something else with a \method{read()} method won't
Guido van Rossum470be141995-03-17 16:07:09 +0000109do.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000110\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000111
Fred Drakedd1f52b1998-04-03 03:35:24 +0000112\begin{methoddesc}[array]{fromlist}{list}
Guido van Rossum6c4f0031995-03-07 10:14:09 +0000113Append items from the list. This is equivalent to
Fred Drake8a135251998-02-27 15:19:42 +0000114\samp{for x in \var{list}:\ a.append(x)}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000115except that if there is a type error, the array is unchanged.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000116\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000117
Fred Drakedd1f52b1998-04-03 03:35:24 +0000118\begin{methoddesc}[array]{fromstring}{s}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000119Appends items from the string, interpreting the string as an
Fred Drake91f2f262001-07-06 19:28:48 +0000120array of machine values (as if it had been read from a
Fred Drake8a135251998-02-27 15:19:42 +0000121file using the \method{fromfile()} method).
Fred Drakedd1f52b1998-04-03 03:35:24 +0000122\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000123
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000124\begin{methoddesc}[array]{index}{x}
125Return the smallest \var{i} such that \var{i} is the index of
126the first occurence of \var{x} in the array.
127\end{methoddesc}
128
Fred Drakedd1f52b1998-04-03 03:35:24 +0000129\begin{methoddesc}[array]{insert}{i, x}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000130Insert a new item with value \var{x} in the array before position
131\var{i}.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000132\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000133
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000134\begin{methoddesc}[array]{pop}{\optional{i}}
135Removes the item with the index \var{i} from the array and returns
136it. The optional argument defaults to \code{-1}, so that by default
137the last item is removed and returned.
138\end{methoddesc}
139
Fred Drakedd1f52b1998-04-03 03:35:24 +0000140\begin{methoddesc}[array]{read}{f, n}
Fred Drake92e31941998-02-27 16:21:31 +0000141\deprecated {1.5.1}
142 {Use the \method{fromfile()} method.}
Fred Drake8a135251998-02-27 15:19:42 +0000143Read \var{n} items (as machine values) from the file object \var{f}
144and append them to the end of the array. If less than \var{n} items
145are available, \exception{EOFError} is raised, but the items that were
146available are still inserted into the array. \var{f} must be a real
147built-in file object; something else with a \method{read()} method won't
148do.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000149\end{methoddesc}
Fred Drake8a135251998-02-27 15:19:42 +0000150
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000151\begin{methoddesc}[array]{remove}{x}
152Remove the first occurence of \var{x} from the array.
153\end{methoddesc}
154
Fred Drakedd1f52b1998-04-03 03:35:24 +0000155\begin{methoddesc}[array]{reverse}{}
Fred Drake8a135251998-02-27 15:19:42 +0000156Reverse the order of the items in the array.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000157\end{methoddesc}
Fred Drake8a135251998-02-27 15:19:42 +0000158
Fred Drakedd1f52b1998-04-03 03:35:24 +0000159\begin{methoddesc}[array]{tofile}{f}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000160Write all items (as machine values) to the file object \var{f}.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000161\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000162
Fred Drakedd1f52b1998-04-03 03:35:24 +0000163\begin{methoddesc}[array]{tolist}{}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000164Convert the array to an ordinary list with the same items.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000165\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000166
Fred Drakedd1f52b1998-04-03 03:35:24 +0000167\begin{methoddesc}[array]{tostring}{}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000168Convert the array to an array of machine values and return the
169string representation (the same sequence of bytes that would
Fred Drake8a135251998-02-27 15:19:42 +0000170be written to a file by the \method{tofile()} method.)
Fred Drakedd1f52b1998-04-03 03:35:24 +0000171\end{methoddesc}
Fred Drake8a135251998-02-27 15:19:42 +0000172
Fred Drakedd1f52b1998-04-03 03:35:24 +0000173\begin{methoddesc}[array]{write}{f}
Fred Drake92e31941998-02-27 16:21:31 +0000174\deprecated {1.5.1}
175 {Use the \method{tofile()} method.}
Fred Drake8a135251998-02-27 15:19:42 +0000176Write all items (as machine values) to the file object \var{f}.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000177\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000178
179When an array object is printed or converted to a string, it is
180represented as \code{array(\var{typecode}, \var{initializer})}. The
181\var{initializer} is omitted if the array is empty, otherwise it is a
182string if the \var{typecode} is \code{'c'}, otherwise it is a list of
183numbers. The string is guaranteed to be able to be converted back to
184an array with the same type and value using reverse quotes
Fred Drake38e5d272000-04-03 20:13:55 +0000185(\code{``}), so long as the \function{array()} function has been
Fred Drake630a63c2001-08-01 16:50:49 +0000186imported using \code{from array import array}. Examples:
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000187
Fred Drake19479911998-02-13 06:58:54 +0000188\begin{verbatim}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000189array('l')
190array('c', 'hello world')
191array('l', [1, 2, 3, 4, 5])
192array('d', [1.0, 2.0, 3.14])
Fred Drake19479911998-02-13 06:58:54 +0000193\end{verbatim}
Fred Drakedd1f52b1998-04-03 03:35:24 +0000194
195
196\begin{seealso}
Fred Drakeba0a9892000-10-18 17:43:06 +0000197 \seemodule{struct}{Packing and unpacking of heterogeneous binary data.}
198 \seemodule{xdrlib}{Packing and unpacking of External Data
199 Representation (XDR) data as used in some remote
200 procedure call systems.}
Fred Drakeed911b82000-12-11 20:57:13 +0000201 \seetitle[http://numpy.sourceforge.net/numdoc/HTML/numdoc.html]{The
Fred Drakeb4b401e2000-10-17 04:58:01 +0000202 Numerical Python Manual}{The Numeric Python extension
203 (NumPy) defines another array type; see
204 \url{http://numpy.sourceforge.net/} for further information
Fred Drakeed911b82000-12-11 20:57:13 +0000205 about Numerical Python. (A PDF version of the NumPy manual
206 is available at
207 \url{http://numpy.sourceforge.net/numdoc/numdoc.pdf}.}
Fred Drakedd1f52b1998-04-03 03:35:24 +0000208\end{seealso}