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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
44must be a list or a string. The list or string is passed to the
45new array's \method{fromlist()}, \method{fromstring()}, or
46\method{fromunicode()} method (see below) to add initial items to
47the array.
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000048\end{funcdesc}
49
Fred Drakedd1f52b1998-04-03 03:35:24 +000050\begin{datadesc}{ArrayType}
Martin v. Löwis99866332002-03-01 10:27:01 +000051Obsolete alias for \function{array}.
Fred Drakedd1f52b1998-04-03 03:35:24 +000052\end{datadesc}
53
54
Martin v. Löwis99866332002-03-01 10:27:01 +000055Array objects support the ordinary sequence operations of
Fred Draked5a072f2002-04-01 23:05:10 +000056indexing, slicing, concatenation, and multiplication. When using
57slice assignment, the assigned value must be an array object with the
58same type code; in all other cases, \exception{TypeError} is raised.
59Array objects also implement the buffer interface, and may be used
60wherever buffer objects are supported.
61
62The following data items and methods are also supported:
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000063
Fred Drakedd1f52b1998-04-03 03:35:24 +000064\begin{memberdesc}[array]{typecode}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000065The typecode character used to create the array.
Fred Drakedd1f52b1998-04-03 03:35:24 +000066\end{memberdesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000067
Fred Drakedd1f52b1998-04-03 03:35:24 +000068\begin{memberdesc}[array]{itemsize}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000069The length in bytes of one array item in the internal representation.
Fred Drakedd1f52b1998-04-03 03:35:24 +000070\end{memberdesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000071
Fred Drake8a135251998-02-27 15:19:42 +000072
Fred Drakedd1f52b1998-04-03 03:35:24 +000073\begin{methoddesc}[array]{append}{x}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000074Append a new item with value \var{x} to the end of the array.
Fred Drakedd1f52b1998-04-03 03:35:24 +000075\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000076
Fred Drakedd1f52b1998-04-03 03:35:24 +000077\begin{methoddesc}[array]{buffer_info}{}
Fred Drakebef9b0b1997-12-29 19:33:45 +000078Return a tuple \code{(\var{address}, \var{length})} giving the current
Fred Drake630a63c2001-08-01 16:50:49 +000079memory address and the length in elements of the buffer used to hold
80array's contents. The size of the memory buffer in bytes can be
81computed as \code{\var{array}.buffer_info()[1] *
82\var{array}.itemsize}. This is occasionally useful when working with
Guido van Rossum8f062471997-08-14 19:50:37 +000083low-level (and inherently unsafe) I/O interfaces that require memory
Fred Drake630a63c2001-08-01 16:50:49 +000084addresses, such as certain \cfunction{ioctl()} operations. The
85returned numbers are valid as long as the array exists and no
86length-changing operations are applied to it.
87
Fred Drake0aa811c2001-10-20 04:24:09 +000088\note{When using array objects from code written in C or
Fred Drake630a63c2001-08-01 16:50:49 +000089\Cpp{} (the only way to effectively make use of this information), it
90makes more sense to use the buffer interface supported by array
91objects. This method is maintained for backward compatibility and
92should be avoided in new code. The buffer interface is documented in
Fred Drake0aa811c2001-10-20 04:24:09 +000093the \citetitle[../api/newTypes.html]{Python/C API Reference Manual}.}
Fred Drakedd1f52b1998-04-03 03:35:24 +000094\end{methoddesc}
Guido van Rossum8f062471997-08-14 19:50:37 +000095
Fred Drake38e5d272000-04-03 20:13:55 +000096\begin{methoddesc}[array]{byteswap}{}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +000097``Byteswap'' all items of the array. This is only supported for
Fred Drake38e5d272000-04-03 20:13:55 +000098values which are 1, 2, 4, or 8 bytes in size; for other types of
99values, \exception{RuntimeError} is raised. It is useful when reading
100data from a file written on a machine with a different byte order.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000101\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000102
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000103\begin{methoddesc}[array]{count}{x}
104Return the number of occurences of \var{x} in the array.
105\end{methoddesc}
106
107\begin{methoddesc}[array]{extend}{a}
Fred Draked5a072f2002-04-01 23:05:10 +0000108Append array items from \var{a} to the end of the array. The two
109arrays must have \emph{exactly} the same type code; if not,
110\exception{TypeError} will be raised.
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000111\end{methoddesc}
112
Fred Drakedd1f52b1998-04-03 03:35:24 +0000113\begin{methoddesc}[array]{fromfile}{f, n}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000114Read \var{n} items (as machine values) from the file object \var{f}
115and append them to the end of the array. If less than \var{n} items
Fred Drake8a135251998-02-27 15:19:42 +0000116are available, \exception{EOFError} is raised, but the items that were
Guido van Rossum470be141995-03-17 16:07:09 +0000117available are still inserted into the array. \var{f} must be a real
Fred Drakedd1f52b1998-04-03 03:35:24 +0000118built-in file object; something else with a \method{read()} method won't
Guido van Rossum470be141995-03-17 16:07:09 +0000119do.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000120\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000121
Fred Drakedd1f52b1998-04-03 03:35:24 +0000122\begin{methoddesc}[array]{fromlist}{list}
Guido van Rossum6c4f0031995-03-07 10:14:09 +0000123Append items from the list. This is equivalent to
Fred Drake8a135251998-02-27 15:19:42 +0000124\samp{for x in \var{list}:\ a.append(x)}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000125except that if there is a type error, the array is unchanged.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000126\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000127
Fred Drakedd1f52b1998-04-03 03:35:24 +0000128\begin{methoddesc}[array]{fromstring}{s}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000129Appends items from the string, interpreting the string as an
Fred Drake91f2f262001-07-06 19:28:48 +0000130array of machine values (as if it had been read from a
Fred Drake8a135251998-02-27 15:19:42 +0000131file using the \method{fromfile()} method).
Fred Drakedd1f52b1998-04-03 03:35:24 +0000132\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000133
Martin v. Löwis99866332002-03-01 10:27:01 +0000134\begin{methoddesc}[array]{fromunicode}{s}
135Extends this array with data from the given unicode string.
136The array must be a type 'u' array; otherwise a ValueError
137is raised. Use \samp{array.fromstring(ustr.decode(enc))} to
138append Unicode data to an array of some other type.
139\end{methoddesc}
140
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000141\begin{methoddesc}[array]{index}{x}
142Return the smallest \var{i} such that \var{i} is the index of
143the first occurence of \var{x} in the array.
144\end{methoddesc}
145
Fred Drakedd1f52b1998-04-03 03:35:24 +0000146\begin{methoddesc}[array]{insert}{i, x}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000147Insert a new item with value \var{x} in the array before position
148\var{i}.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000149\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000150
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000151\begin{methoddesc}[array]{pop}{\optional{i}}
152Removes the item with the index \var{i} from the array and returns
153it. The optional argument defaults to \code{-1}, so that by default
Martin v. Löwis99866332002-03-01 10:27:01 +0000154the last item is removed and returned.
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000155\end{methoddesc}
156
Fred Drakedd1f52b1998-04-03 03:35:24 +0000157\begin{methoddesc}[array]{read}{f, n}
Fred Drake92e31941998-02-27 16:21:31 +0000158\deprecated {1.5.1}
159 {Use the \method{fromfile()} method.}
Fred Drake8a135251998-02-27 15:19:42 +0000160Read \var{n} items (as machine values) from the file object \var{f}
161and append them to the end of the array. If less than \var{n} items
162are available, \exception{EOFError} is raised, but the items that were
163available are still inserted into the array. \var{f} must be a real
164built-in file object; something else with a \method{read()} method won't
165do.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000166\end{methoddesc}
Fred Drake8a135251998-02-27 15:19:42 +0000167
Peter Schneider-Kamp5a65c2d2000-07-31 20:52:21 +0000168\begin{methoddesc}[array]{remove}{x}
169Remove the first occurence of \var{x} from the array.
170\end{methoddesc}
171
Fred Drakedd1f52b1998-04-03 03:35:24 +0000172\begin{methoddesc}[array]{reverse}{}
Fred Drake8a135251998-02-27 15:19:42 +0000173Reverse the order of the items in the array.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000174\end{methoddesc}
Fred Drake8a135251998-02-27 15:19:42 +0000175
Fred Drakedd1f52b1998-04-03 03:35:24 +0000176\begin{methoddesc}[array]{tofile}{f}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000177Write all items (as machine values) to the file object \var{f}.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000178\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000179
Fred Drakedd1f52b1998-04-03 03:35:24 +0000180\begin{methoddesc}[array]{tolist}{}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000181Convert the array to an ordinary list with the same items.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000182\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000183
Fred Drakedd1f52b1998-04-03 03:35:24 +0000184\begin{methoddesc}[array]{tostring}{}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000185Convert the array to an array of machine values and return the
186string representation (the same sequence of bytes that would
Fred Drake8a135251998-02-27 15:19:42 +0000187be written to a file by the \method{tofile()} method.)
Fred Drakedd1f52b1998-04-03 03:35:24 +0000188\end{methoddesc}
Fred Drake8a135251998-02-27 15:19:42 +0000189
Martin v. Löwis99866332002-03-01 10:27:01 +0000190\begin{methoddesc}[array]{tounicode}{}
191Convert the array to a unicode string. The array must be
192a type 'u' array; otherwise a ValueError is raised. Use
193array.tostring().decode(enc) to obtain a unicode string
194from an array of some other type.
195\end{methoddesc}
196
Fred Drakedd1f52b1998-04-03 03:35:24 +0000197\begin{methoddesc}[array]{write}{f}
Fred Drake92e31941998-02-27 16:21:31 +0000198\deprecated {1.5.1}
199 {Use the \method{tofile()} method.}
Fred Drake8a135251998-02-27 15:19:42 +0000200Write all items (as machine values) to the file object \var{f}.
Fred Drakedd1f52b1998-04-03 03:35:24 +0000201\end{methoddesc}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000202
203When an array object is printed or converted to a string, it is
204represented as \code{array(\var{typecode}, \var{initializer})}. The
205\var{initializer} is omitted if the array is empty, otherwise it is a
206string if the \var{typecode} is \code{'c'}, otherwise it is a list of
207numbers. The string is guaranteed to be able to be converted back to
208an array with the same type and value using reverse quotes
Fred Drake38e5d272000-04-03 20:13:55 +0000209(\code{``}), so long as the \function{array()} function has been
Fred Drake630a63c2001-08-01 16:50:49 +0000210imported using \code{from array import array}. Examples:
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000211
Fred Drake19479911998-02-13 06:58:54 +0000212\begin{verbatim}
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000213array('l')
214array('c', 'hello world')
Martin v. Löwis99866332002-03-01 10:27:01 +0000215array('u', u'hello \textbackslash u2641')
Guido van Rossum5fdeeea1994-01-02 01:22:07 +0000216array('l', [1, 2, 3, 4, 5])
217array('d', [1.0, 2.0, 3.14])
Fred Drake19479911998-02-13 06:58:54 +0000218\end{verbatim}
Fred Drakedd1f52b1998-04-03 03:35:24 +0000219
220
221\begin{seealso}
Fred Drakeba0a9892000-10-18 17:43:06 +0000222 \seemodule{struct}{Packing and unpacking of heterogeneous binary data.}
223 \seemodule{xdrlib}{Packing and unpacking of External Data
224 Representation (XDR) data as used in some remote
225 procedure call systems.}
Neal Norwitzce5df492002-04-04 14:02:45 +0000226 \seetitle[http://numpy.sourceforge.net/numdoc/HTML/numdoc.htm]{The
Fred Drakeb4b401e2000-10-17 04:58:01 +0000227 Numerical Python Manual}{The Numeric Python extension
228 (NumPy) defines another array type; see
229 \url{http://numpy.sourceforge.net/} for further information
Fred Drakeed911b82000-12-11 20:57:13 +0000230 about Numerical Python. (A PDF version of the NumPy manual
231 is available at
232 \url{http://numpy.sourceforge.net/numdoc/numdoc.pdf}.}
Fred Drakedd1f52b1998-04-03 03:35:24 +0000233\end{seealso}