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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
Martin v. Löwis99866332002-03-01 10:27:01 +00008This module defines an object type which can efficiently represent
Guido van Rossum5fdeeea1994-01-02 01:22:07 +00009an 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 Draked5a072f2002-04-01 23:05:10 +000016\begin{tableiv}{c|l|l|c}{code}{Type code}{C Type}{Python Type}{Minimum size in bytes}
17 \lineiv{'c'}{char} {character} {1}
18 \lineiv{'b'}{signed char} {int} {1}
19 \lineiv{'B'}{unsigned char} {int} {1}
20 \lineiv{'u'}{Py_UNICODE} {Unicode character}{2}
21 \lineiv{'h'}{signed short} {int} {2}
22 \lineiv{'H'}{unsigned short}{int} {2}
23 \lineiv{'i'}{signed int} {int} {2}
24 \lineiv{'I'}{unsigned int} {long} {2}
25 \lineiv{'l'}{signed long} {int} {4}
26 \lineiv{'L'}{unsigned long} {long} {4}
27 \lineiv{'f'}{float} {float} {4}
28 \lineiv{'d'}{double} {float} {8}
29\end{tableiv}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000030
31The actual representation of values is determined by the machine
Fred Drake4f6e4fb1999-04-21 16:38:53 +000032architecture (strictly speaking, by the C implementation). The actual
Fred Drakee9e05961998-12-10 05:04:21 +000033size can be accessed through the \member{itemsize} attribute. The values
Guido van Rossumb0b81811997-01-03 19:20:52 +000034stored for \code{'L'} and \code{'I'} items will be represented as
35Python long integers when retrieved, because Python's plain integer
Fred Drake4f6e4fb1999-04-21 16:38:53 +000036type cannot represent the full range of C's unsigned (long) integers.
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000037
Guido van Rossumecde7811995-03-28 13:35:14 +000038
Martin v. Löwis99866332002-03-01 10:27:01 +000039The module defines the following type:
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000040
Fred Drakecce10901998-03-17 06:33:25 +000041\begin{funcdesc}{array}{typecode\optional{, initializer}}
Martin v. Löwis99866332002-03-01 10:27:01 +000042Return a new array whose items are restricted by \var{typecode},
43and initialized from the optional \var{initializer} value, which
Raymond Hettinger6ab78cd2004-08-29 07:50:43 +000044must be a list, string, or iterable over elements of the
45appropriate type.
46\versionchanged[Formerly, only lists or strings were accepted]{2.4}
47If given a list or string, the initializer is passed to the
Martin v. Löwis99866332002-03-01 10:27:01 +000048new array's \method{fromlist()}, \method{fromstring()}, or
49\method{fromunicode()} method (see below) to add initial items to
Raymond Hettinger6ab78cd2004-08-29 07:50:43 +000050the array. Otherwise, the iterable initializer is passed to the
51\method{extend()} method.
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000052\end{funcdesc}
53
Fred Drakedd1f52b1998-04-03 03:35:24 +000054\begin{datadesc}{ArrayType}
Martin v. Löwis99866332002-03-01 10:27:01 +000055Obsolete alias for \function{array}.
Fred Drakedd1f52b1998-04-03 03:35:24 +000056\end{datadesc}
57
58
Martin v. Löwis99866332002-03-01 10:27:01 +000059Array objects support the ordinary sequence operations of
Fred Draked5a072f2002-04-01 23:05:10 +000060indexing, slicing, concatenation, and multiplication. When using
61slice assignment, the assigned value must be an array object with the
62same type code; in all other cases, \exception{TypeError} is raised.
63Array objects also implement the buffer interface, and may be used
64wherever buffer objects are supported.
65
66The following data items and methods are also supported:
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000067
Fred Drakedd1f52b1998-04-03 03:35:24 +000068\begin{memberdesc}[array]{typecode}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000069The typecode character used to create the array.
Fred Drakedd1f52b1998-04-03 03:35:24 +000070\end{memberdesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000071
Fred Drakedd1f52b1998-04-03 03:35:24 +000072\begin{memberdesc}[array]{itemsize}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000073The length in bytes of one array item in the internal representation.
Fred Drakedd1f52b1998-04-03 03:35:24 +000074\end{memberdesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000075
Fred Drake8a135251998-02-27 15:19:42 +000076
Fred Drakedd1f52b1998-04-03 03:35:24 +000077\begin{methoddesc}[array]{append}{x}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000078Append a new item with value \var{x} to the end of the array.
Fred Drakedd1f52b1998-04-03 03:35:24 +000079\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000080
Fred Drakedd1f52b1998-04-03 03:35:24 +000081\begin{methoddesc}[array]{buffer_info}{}
Fred Drakebef9b0b1997-12-29 19:33:45 +000082Return a tuple \code{(\var{address}, \var{length})} giving the current
Fred Drake630a63c2001-08-01 16:50:49 +000083memory address and the length in elements of the buffer used to hold
84array's contents. The size of the memory buffer in bytes can be
85computed as \code{\var{array}.buffer_info()[1] *
86\var{array}.itemsize}. This is occasionally useful when working with
Guido van Rossum8f062471997-08-14 19:50:37 +000087low-level (and inherently unsafe) I/O interfaces that require memory
Fred Drake630a63c2001-08-01 16:50:49 +000088addresses, such as certain \cfunction{ioctl()} operations. The
89returned numbers are valid as long as the array exists and no
90length-changing operations are applied to it.
91
Fred Drake0aa811c2001-10-20 04:24:09 +000092\note{When using array objects from code written in C or
Fred Drake630a63c2001-08-01 16:50:49 +000093\Cpp{} (the only way to effectively make use of this information), it
94makes more sense to use the buffer interface supported by array
95objects. This method is maintained for backward compatibility and
96should be avoided in new code. The buffer interface is documented in
Fred Drake0aa811c2001-10-20 04:24:09 +000097the \citetitle[../api/newTypes.html]{Python/C API Reference Manual}.}
Fred Drakedd1f52b1998-04-03 03:35:24 +000098\end{methoddesc}
Guido van Rossum8f062471997-08-14 19:50:37 +000099
Fred Drake38e5d272000-04-03 20:13:55 +0000100\begin{methoddesc}[array]{byteswap}{}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000101``Byteswap'' all items of the array. This is only supported for
Fred Drake38e5d272000-04-03 20:13:55 +0000102values which are 1, 2, 4, or 8 bytes in size; for other types of
103values, \exception{RuntimeError} is raised. It is useful when reading
104data from a file written on a machine with a different byte order.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000105\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000106
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000107\begin{methoddesc}[array]{count}{x}
Johannes Gijsbersd3452252004-09-11 16:50:06 +0000108Return the number of occurrences of \var{x} in the array.
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000109\end{methoddesc}
110
Raymond Hettinger49f9bd12004-03-14 05:43:59 +0000111\begin{methoddesc}[array]{extend}{iterable}
112Append items from \var{iterable} to the end of the array. If
113\var{iterable} is another array, it must have \emph{exactly} the same
114type code; if not, \exception{TypeError} will be raised. If
115\var{iterable} is not an array, it must be iterable and its
116elements must be the right type to be appended to the array.
117\versionchanged[Formerly, the argument could only be another array]{2.4}
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000118\end{methoddesc}
119
Fred Drakedd1f52b1998-04-03 03:35:24 +0000120\begin{methoddesc}[array]{fromfile}{f, n}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000121Read \var{n} items (as machine values) from the file object \var{f}
122and append them to the end of the array. If less than \var{n} items
Fred Drake8a135251998-02-27 15:19:42 +0000123are available, \exception{EOFError} is raised, but the items that were
Guido van Rossum470be141995-03-17 16:07:09 +0000124available are still inserted into the array. \var{f} must be a real
Fred Drakedd1f52b1998-04-03 03:35:24 +0000125built-in file object; something else with a \method{read()} method won't
Guido van Rossum470be141995-03-17 16:07:09 +0000126do.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000127\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000128
Fred Drakedd1f52b1998-04-03 03:35:24 +0000129\begin{methoddesc}[array]{fromlist}{list}
Guido van Rossum6c4f0031995-03-07 10:14:09 +0000130Append items from the list. This is equivalent to
Fred Drake8a135251998-02-27 15:19:42 +0000131\samp{for x in \var{list}:\ a.append(x)}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000132except that if there is a type error, the array is unchanged.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000133\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000134
Fred Drakedd1f52b1998-04-03 03:35:24 +0000135\begin{methoddesc}[array]{fromstring}{s}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000136Appends items from the string, interpreting the string as an
Fred Drake91f2f262001-07-06 19:28:48 +0000137array of machine values (as if it had been read from a
Fred Drake8a135251998-02-27 15:19:42 +0000138file using the \method{fromfile()} method).
Fred Drakedd1f52b1998-04-03 03:35:24 +0000139\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000140
Martin v. Löwis99866332002-03-01 10:27:01 +0000141\begin{methoddesc}[array]{fromunicode}{s}
142Extends this array with data from the given unicode string.
143The array must be a type 'u' array; otherwise a ValueError
144is raised. Use \samp{array.fromstring(ustr.decode(enc))} to
145append Unicode data to an array of some other type.
146\end{methoddesc}
147
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000148\begin{methoddesc}[array]{index}{x}
149Return the smallest \var{i} such that \var{i} is the index of
Johannes Gijsbersd3452252004-09-11 16:50:06 +0000150the first occurrence of \var{x} in the array.
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000151\end{methoddesc}
152
Fred Drakedd1f52b1998-04-03 03:35:24 +0000153\begin{methoddesc}[array]{insert}{i, x}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000154Insert a new item with value \var{x} in the array before position
Walter Dörwald9e46abe2003-05-18 03:15:10 +0000155\var{i}. Negative values are treated as being relative to the end
156of the array.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000157\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000158
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000159\begin{methoddesc}[array]{pop}{\optional{i}}
160Removes the item with the index \var{i} from the array and returns
161it. The optional argument defaults to \code{-1}, so that by default
Martin v. Löwis99866332002-03-01 10:27:01 +0000162the last item is removed and returned.
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000163\end{methoddesc}
164
Fred Drakedd1f52b1998-04-03 03:35:24 +0000165\begin{methoddesc}[array]{read}{f, n}
Fred Drake92e31941998-02-27 16:21:31 +0000166\deprecated {1.5.1}
167 {Use the \method{fromfile()} method.}
Fred Drake8a135251998-02-27 15:19:42 +0000168Read \var{n} items (as machine values) from the file object \var{f}
169and append them to the end of the array. If less than \var{n} items
170are available, \exception{EOFError} is raised, but the items that were
171available are still inserted into the array. \var{f} must be a real
172built-in file object; something else with a \method{read()} method won't
173do.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000174\end{methoddesc}
Fred Drake8a135251998-02-27 15:19:42 +0000175
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000176\begin{methoddesc}[array]{remove}{x}
Johannes Gijsbersd3452252004-09-11 16:50:06 +0000177Remove the first occurrence of \var{x} from the array.
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000178\end{methoddesc}
179
Fred Drakedd1f52b1998-04-03 03:35:24 +0000180\begin{methoddesc}[array]{reverse}{}
Fred Drake8a135251998-02-27 15:19:42 +0000181Reverse the order of the items in the array.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000182\end{methoddesc}
Fred Drake8a135251998-02-27 15:19:42 +0000183
Fred Drakedd1f52b1998-04-03 03:35:24 +0000184\begin{methoddesc}[array]{tofile}{f}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000185Write all items (as machine values) to the file object \var{f}.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000186\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000187
Fred Drakedd1f52b1998-04-03 03:35:24 +0000188\begin{methoddesc}[array]{tolist}{}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000189Convert the array to an ordinary list with the same items.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000190\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000191
Fred Drakedd1f52b1998-04-03 03:35:24 +0000192\begin{methoddesc}[array]{tostring}{}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000193Convert the array to an array of machine values and return the
194string representation (the same sequence of bytes that would
Fred Drake8a135251998-02-27 15:19:42 +0000195be written to a file by the \method{tofile()} method.)
Fred Drakedd1f52b1998-04-03 03:35:24 +0000196\end{methoddesc}
Fred Drake8a135251998-02-27 15:19:42 +0000197
Martin v. Löwis99866332002-03-01 10:27:01 +0000198\begin{methoddesc}[array]{tounicode}{}
199Convert the array to a unicode string. The array must be
200a type 'u' array; otherwise a ValueError is raised. Use
201array.tostring().decode(enc) to obtain a unicode string
202from an array of some other type.
203\end{methoddesc}
204
Fred Drakedd1f52b1998-04-03 03:35:24 +0000205\begin{methoddesc}[array]{write}{f}
Fred Drake92e31941998-02-27 16:21:31 +0000206\deprecated {1.5.1}
207 {Use the \method{tofile()} method.}
Fred Drake8a135251998-02-27 15:19:42 +0000208Write all items (as machine values) to the file object \var{f}.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000209\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000210
211When an array object is printed or converted to a string, it is
212represented as \code{array(\var{typecode}, \var{initializer})}. The
213\var{initializer} is omitted if the array is empty, otherwise it is a
214string if the \var{typecode} is \code{'c'}, otherwise it is a list of
215numbers. The string is guaranteed to be able to be converted back to
216an array with the same type and value using reverse quotes
Fred Drake38e5d272000-04-03 20:13:55 +0000217(\code{``}), so long as the \function{array()} function has been
Fred Drake630a63c2001-08-01 16:50:49 +0000218imported using \code{from array import array}. Examples:
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000219
Fred Drake19479911998-02-13 06:58:54 +0000220\begin{verbatim}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000221array('l')
222array('c', 'hello world')
Martin v. Löwis99866332002-03-01 10:27:01 +0000223array('u', u'hello \textbackslash u2641')
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000224array('l', [1, 2, 3, 4, 5])
225array('d', [1.0, 2.0, 3.14])
Fred Drake19479911998-02-13 06:58:54 +0000226\end{verbatim}
Fred Drakedd1f52b1998-04-03 03:35:24 +0000227
228
229\begin{seealso}
Fred Drakeba0a9892000-10-18 17:43:06 +0000230 \seemodule{struct}{Packing and unpacking of heterogeneous binary data.}
231 \seemodule{xdrlib}{Packing and unpacking of External Data
232 Representation (XDR) data as used in some remote
233 procedure call systems.}
Neal Norwitzce5df492002-04-04 14:02:45 +0000234 \seetitle[http://numpy.sourceforge.net/numdoc/HTML/numdoc.htm]{The
Fred Drakeb4b401e2000-10-17 04:58:01 +0000235 Numerical Python Manual}{The Numeric Python extension
236 (NumPy) defines another array type; see
237 \url{http://numpy.sourceforge.net/} for further information
Fred Drakeed911b82000-12-11 20:57:13 +0000238 about Numerical Python. (A PDF version of the NumPy manual
239 is available at
Raymond Hettinger52136a82003-05-10 03:35:37 +0000240 \url{http://numpy.sourceforge.net/numdoc/numdoc.pdf}).}
Fred Drakedd1f52b1998-04-03 03:35:24 +0000241\end{seealso}