How does Python manage int and long?
Python 2 will automatically set the type based on the size of the value. A guide of max values can be found below.
The Max value of the default Int in Python 2 is 65535, anything above that will be a long
For example:
>> print type(65535)
<type 'int'>
>>> print type(65536*65536)
<type 'long'>
In Python 3 the long datatype has been removed and all integer values are handled by the Int class. The default size of Int will depend on your CPU architecture.
For example:
- 32 bit systems the default datatype for integers will be 'Int32'
- 64 bit systems the default datatype for integers will be 'Int64'
The min/max values of each type can be found below:
- Int8: [-128,127]
- Int16: [-32768,32767]
- Int32: [-2147483648,2147483647]
- Int64: [-9223372036854775808,9223372036854775807]
- Int128: [-170141183460469231731687303715884105728,170141183460469231731687303715884105727]
- UInt8: [0,255]
- UInt16: [0,65535]
- UInt32: [0,4294967295]
- UInt64: [0,18446744073709551615]
- UInt128: [0,340282366920938463463374607431768211455]
If the size of your Int exceeds the limits mentioned above, python will automatically change it's type and allocate more memory to handle this increase in min/max values. Where in Python 2, it would convert into 'long', it now just converts into the next size of Int.
Example: If you are using a 32 bit operating system, your max value of an Int will be 2147483647 by default. If a value of 2147483648 or more is assigned, the type will be changed to Int64.
There are different ways to check the size of the int and it's memory allocation.
Note: In Python 3, using the built-in type() method will always return <class 'int'>
no matter what size Int you are using.
This PEP should help.
Bottom line is that you really shouldn't have to worry about it in python versions > 2.4
int
and long
were "unified" a few versions back. Before that it was possible to overflow an int through math ops.
3.x has further advanced this by eliminating long altogether and only having int.
- Python 2:
sys.maxint
contains the maximum value a Python int can hold.- On a 64-bit Python 2.7, the size is 24 bytes. Check with
sys.getsizeof()
.
- On a 64-bit Python 2.7, the size is 24 bytes. Check with
- Python 3:
sys.maxsize
contains the maximum size in bytes a Python int can be.- This will be gigabytes in 32 bits, and exabytes in 64 bits.
- Such a large int would have a value similar to 8 to the power of
sys.maxsize
.