|  | 
 | :mod:`array` --- Efficient arrays of numeric values | 
 | =================================================== | 
 |  | 
 | .. module:: array | 
 |    :synopsis: Space efficient arrays of uniformly typed numeric values. | 
 |  | 
 |  | 
 | .. index:: single: arrays | 
 |  | 
 | This module defines an object type which can compactly represent an array of | 
 | basic values: characters, integers, floating point numbers.  Arrays are sequence | 
 | types and behave very much like lists, except that the type of objects stored in | 
 | them is constrained.  The type is specified at object creation time by using a | 
 | :dfn:`type code`, which is a single character.  The following type codes are | 
 | defined: | 
 |  | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 | | Type code | C Type         | Python Type       | Minimum size in bytes | | 
 | +===========+================+===================+=======================+ | 
 | | ``'c'``   | char           | character         | 1                     | | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 | | ``'b'``   | signed char    | int               | 1                     | | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 | | ``'B'``   | unsigned char  | int               | 1                     | | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 | | ``'u'``   | Py_UNICODE     | Unicode character | 2 (see note)          | | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 | | ``'h'``   | signed short   | int               | 2                     | | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 | | ``'H'``   | unsigned short | int               | 2                     | | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 | | ``'i'``   | signed int     | int               | 2                     | | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 | | ``'I'``   | unsigned int   | long              | 2                     | | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 | | ``'l'``   | signed long    | int               | 4                     | | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 | | ``'L'``   | unsigned long  | long              | 4                     | | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 | | ``'f'``   | float          | float             | 4                     | | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 | | ``'d'``   | double         | float             | 8                     | | 
 | +-----------+----------------+-------------------+-----------------------+ | 
 |  | 
 | .. note:: | 
 |  | 
 |    The ``'u'`` typecode corresponds to Python's unicode character.  On narrow | 
 |    Unicode builds this is 2-bytes, on wide builds this is 4-bytes. | 
 |  | 
 | The actual representation of values is determined by the machine architecture | 
 | (strictly speaking, by the C implementation).  The actual size can be accessed | 
 | through the :attr:`itemsize` attribute.  The values stored  for ``'L'`` and | 
 | ``'I'`` items will be represented as Python long integers when retrieved, | 
 | because Python's plain integer type cannot represent the full range of C's | 
 | unsigned (long) integers. | 
 |  | 
 | The module defines the following type: | 
 |  | 
 |  | 
 | .. class:: array(typecode[, initializer]) | 
 |  | 
 |    A new array whose items are restricted by *typecode*, and initialized | 
 |    from the optional *initializer* value, which must be a list, string, or iterable | 
 |    over elements of the appropriate type. | 
 |  | 
 |    .. versionchanged:: 2.4 | 
 |       Formerly, only lists or strings were accepted. | 
 |  | 
 |    If given a list or string, the initializer is passed to the new array's | 
 |    :meth:`fromlist`, :meth:`fromstring`, or :meth:`fromunicode` method (see below) | 
 |    to add initial items to the array.  Otherwise, the iterable initializer is | 
 |    passed to the :meth:`extend` method. | 
 |  | 
 |  | 
 | .. data:: ArrayType | 
 |  | 
 |    Obsolete alias for :class:`array`. | 
 |  | 
 | Array objects support the ordinary sequence operations of indexing, slicing, | 
 | concatenation, and multiplication.  When using slice assignment, the assigned | 
 | value must be an array object with the same type code; in all other cases, | 
 | :exc:`TypeError` is raised. Array objects also implement the buffer interface, | 
 | and may be used wherever buffer objects are supported. | 
 |  | 
 | The following data items and methods are also supported: | 
 |  | 
 | .. attribute:: array.typecode | 
 |  | 
 |    The typecode character used to create the array. | 
 |  | 
 |  | 
 | .. attribute:: array.itemsize | 
 |  | 
 |    The length in bytes of one array item in the internal representation. | 
 |  | 
 |  | 
 | .. method:: array.append(x) | 
 |  | 
 |    Append a new item with value *x* to the end of the array. | 
 |  | 
 |  | 
 | .. method:: array.buffer_info() | 
 |  | 
 |    Return a tuple ``(address, length)`` giving the current memory address and the | 
 |    length in elements of the buffer used to hold array's contents.  The size of the | 
 |    memory buffer in bytes can be computed as ``array.buffer_info()[1] * | 
 |    array.itemsize``.  This is occasionally useful when working with low-level (and | 
 |    inherently unsafe) I/O interfaces that require memory addresses, such as certain | 
 |    :cfunc:`ioctl` operations.  The returned numbers are valid as long as the array | 
 |    exists and no length-changing operations are applied to it. | 
 |  | 
 |    .. note:: | 
 |  | 
 |       When using array objects from code written in C or C++ (the only way to | 
 |       effectively make use of this information), it makes more sense to use the buffer | 
 |       interface supported by array objects.  This method is maintained for backward | 
 |       compatibility and should be avoided in new code.  The buffer interface is | 
 |       documented in :ref:`bufferobjects`. | 
 |  | 
 |  | 
 | .. method:: array.byteswap() | 
 |  | 
 |    "Byteswap" all items of the array.  This is only supported for values which are | 
 |    1, 2, 4, or 8 bytes in size; for other types of values, :exc:`RuntimeError` is | 
 |    raised.  It is useful when reading data from a file written on a machine with a | 
 |    different byte order. | 
 |  | 
 |  | 
 | .. method:: array.count(x) | 
 |  | 
 |    Return the number of occurrences of *x* in the array. | 
 |  | 
 |  | 
 | .. method:: array.extend(iterable) | 
 |  | 
 |    Append items from *iterable* to the end of the array.  If *iterable* is another | 
 |    array, it must have *exactly* the same type code; if not, :exc:`TypeError` will | 
 |    be raised.  If *iterable* is not an array, it must be iterable and its elements | 
 |    must be the right type to be appended to the array. | 
 |  | 
 |    .. versionchanged:: 2.4 | 
 |       Formerly, the argument could only be another array. | 
 |  | 
 |  | 
 | .. method:: array.fromfile(f, n) | 
 |  | 
 |    Read *n* items (as machine values) from the file object *f* and append them to | 
 |    the end of the array.  If less than *n* items are available, :exc:`EOFError` is | 
 |    raised, but the items that were available are still inserted into the array. | 
 |    *f* must be a real built-in file object; something else with a :meth:`read` | 
 |    method won't do. | 
 |  | 
 |  | 
 | .. method:: array.fromlist(list) | 
 |  | 
 |    Append items from the list.  This is equivalent to ``for x in list: | 
 |    a.append(x)`` except that if there is a type error, the array is unchanged. | 
 |  | 
 |  | 
 | .. method:: array.fromstring(s) | 
 |  | 
 |    Appends items from the string, interpreting the string as an array of machine | 
 |    values (as if it had been read from a file using the :meth:`fromfile` method). | 
 |  | 
 |  | 
 | .. method:: array.fromunicode(s) | 
 |  | 
 |    Extends this array with data from the given unicode string.  The array must | 
 |    be a type ``'u'`` array; otherwise a :exc:`ValueError` is raised.  Use | 
 |    ``array.fromstring(unicodestring.encode(enc))`` to append Unicode data to an | 
 |    array of some other type. | 
 |  | 
 |  | 
 | .. method:: array.index(x) | 
 |  | 
 |    Return the smallest *i* such that *i* is the index of the first occurrence of | 
 |    *x* in the array. | 
 |  | 
 |  | 
 | .. method:: array.insert(i, x) | 
 |  | 
 |    Insert a new item with value *x* in the array before position *i*. Negative | 
 |    values are treated as being relative to the end of the array. | 
 |  | 
 |  | 
 | .. method:: array.pop([i]) | 
 |  | 
 |    Removes the item with the index *i* from the array and returns it. The optional | 
 |    argument defaults to ``-1``, so that by default the last item is removed and | 
 |    returned. | 
 |  | 
 |  | 
 | .. method:: array.read(f, n) | 
 |  | 
 |    .. deprecated:: 1.5.1 | 
 |       Use the :meth:`fromfile` method. | 
 |  | 
 |    Read *n* items (as machine values) from the file object *f* and append them to | 
 |    the end of the array.  If less than *n* items are available, :exc:`EOFError` is | 
 |    raised, but the items that were available are still inserted into the array. | 
 |    *f* must be a real built-in file object; something else with a :meth:`read` | 
 |    method won't do. | 
 |  | 
 |  | 
 | .. method:: array.remove(x) | 
 |  | 
 |    Remove the first occurrence of *x* from the array. | 
 |  | 
 |  | 
 | .. method:: array.reverse() | 
 |  | 
 |    Reverse the order of the items in the array. | 
 |  | 
 |  | 
 | .. method:: array.tofile(f) | 
 |  | 
 |    Write all items (as machine values) to the file object *f*. | 
 |  | 
 |  | 
 | .. method:: array.tolist() | 
 |  | 
 |    Convert the array to an ordinary list with the same items. | 
 |  | 
 |  | 
 | .. method:: array.tostring() | 
 |  | 
 |    Convert the array to an array of machine values and return the string | 
 |    representation (the same sequence of bytes that would be written to a file by | 
 |    the :meth:`tofile` method.) | 
 |  | 
 |  | 
 | .. method:: array.tounicode() | 
 |  | 
 |    Convert the array to a unicode string.  The array must be a type ``'u'`` array; | 
 |    otherwise a :exc:`ValueError` is raised. Use ``array.tostring().decode(enc)`` to | 
 |    obtain a unicode string from an array of some other type. | 
 |  | 
 |  | 
 | .. method:: array.write(f) | 
 |  | 
 |    .. deprecated:: 1.5.1 | 
 |       Use the :meth:`tofile` method. | 
 |  | 
 |    Write all items (as machine values) to the file object *f*. | 
 |  | 
 | When an array object is printed or converted to a string, it is represented as | 
 | ``array(typecode, initializer)``.  The *initializer* is omitted if the array is | 
 | empty, otherwise it is a string if the *typecode* is ``'c'``, otherwise it is a | 
 | list of numbers.  The string is guaranteed to be able to be converted back to an | 
 | array with the same type and value using :func:`eval`, so long as the | 
 | :func:`array` function has been imported using ``from array import array``. | 
 | Examples:: | 
 |  | 
 |    array('l') | 
 |    array('c', 'hello world') | 
 |    array('u', u'hello \u2641') | 
 |    array('l', [1, 2, 3, 4, 5]) | 
 |    array('d', [1.0, 2.0, 3.14]) | 
 |  | 
 |  | 
 | .. seealso:: | 
 |  | 
 |    Module :mod:`struct` | 
 |       Packing and unpacking of heterogeneous binary data. | 
 |  | 
 |    Module :mod:`xdrlib` | 
 |       Packing and unpacking of External Data Representation (XDR) data as used in some | 
 |       remote procedure call systems. | 
 |  | 
 |    `The Numerical Python Manual <http://numpy.sourceforge.net/numdoc/HTML/numdoc.htm>`_ | 
 |       The Numeric Python extension (NumPy) defines another array type; see | 
 |       http://numpy.sourceforge.net/ for further information about Numerical Python. | 
 |       (A PDF version of the NumPy manual is available at | 
 |       http://numpy.sourceforge.net/numdoc/numdoc.pdf). | 
 |  |