array — Efficient arrays of numeric values — Python 3.10.7 documentation

array

— Efficient arrays of numeric values¶

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
type code, which is a single character. The following type codes are
defined:

Type code

C Type

Python Type

Minimum size in bytes

Notes

'b'

signed char

int

1

'B'

unsigned char

int

1

'u'

wchar_t

Unicode character

2

(1)

'h'

signed short

int

2

'H'

unsigned short

int

2

'i'

signed int

int

2

'I'

unsigned int

int

2

'l'

signed long

int

4

'L'

unsigned long

int

4

'q'

signed long long

int

8

'Q'

unsigned long long

int

8

'f'

float

float

4

'd'

double

float

8

Notes:

  1. It can be 16 bits or 32 bits depending on the platform.

    Changed in version 3.9: array('u') now uses wchar_t as C type instead of deprecated
    Py_UNICODE. This change doesn’t affect its behavior because
    Py_UNICODE is alias of wchar_t since Python 3.3.

    Deprecated since version 3.3, will be removed in version 4.0.

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 itemsize attribute.

The module defines the following type:

class array.array

(

typecode

[

, initializer

]

)

A new array whose items are restricted by typecode, and initialized
from the optional initializer value, which must be a list, a
bytes-like object, or iterable over elements of the
appropriate type.

If given a list or string, the initializer is passed to the new array’s
fromlist(), frombytes(), or fromunicode() method (see below)
to add initial items to the array. Otherwise, the iterable initializer is
passed to the extend() method.

Raises an auditing event array.__new__ with arguments typecode, initializer.

array.typecodes

A string with all available type codes.

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,
TypeError is raised. Array objects also implement the buffer interface,
and may be used wherever bytes-like objects are supported.

The following data items and methods are also supported:

array.typecode

The typecode character used to create the array.

array.itemsize

The length in bytes of one array item in the internal representation.

array.append

(

x

)

Append a new item with value x to the end of the array.

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
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 Buffer Protocol.

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, RuntimeError is
raised. It is useful when reading data from a file written on a machine with a
different byte order.

array.count

(

x

)

Return the number of occurrences of x in the array.

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, 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.

array.frombytes

(

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 fromfile() method).

New in version 3.2: fromstring() is renamed to frombytes() for clarity.

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,
EOFError is raised, but the items that were available are still
inserted into the array.

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.

array.fromunicode

(

s

)

Extends this array with data from the given unicode string. The array must
be a type 'u' array; otherwise a ValueError is raised. Use
array.frombytes(unicodestring.encode(enc)) to append Unicode data to an
array of some other type.

array.index

(

x

[

, start

[

, stop

]

]

)

Return the smallest i such that i is the index of the first occurrence of
x in the array. The optional arguments start and stop can be
specified to search for x within a subsection of the array. Raise
ValueError if x is not found.

Changed in version 3.10: Added optional start and stop parameters.

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.

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.

array.remove

(

x

)

Remove the first occurrence of x from the array.

array.reverse

(

)

Reverse the order of the items in the array.

array.tobytes

(

)

Convert the array to an array of machine values and return the bytes
representation (the same sequence of bytes that would be written to a file by
the tofile() method.)

New in version 3.2: tostring() is renamed to tobytes() for clarity.

array.tofile

(

f

)

Write all items (as machine values) to the file object f.

array.tolist

(

)

Convert the array to an ordinary list with the same items.

array.tounicode

(

)

Convert the array to a unicode string. The array must be a type 'u' array;
otherwise a ValueError is raised. Use array.tobytes().decode(enc) to
obtain a unicode string from an array of some other type.

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 'u', 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 eval(), so long as the
array class has been imported using from array import array.
Examples:

array

(

'l'

)

array

(

'u'

,

'hello

\u2641

'

)

array

(

'l'

,

[

1

,

2

,

3

,

4

,

5

])

array

(

'd'

,

[

1.0

,

2.0

,

3.14

])

See also

Module

struct

Packing and unpacking of heterogeneous binary data.

Module

xdrlib

Packing and unpacking of External Data Representation (XDR) data as used in some
remote procedure call systems.

NumPy

The NumPy package defines another array type.