I'm looking for a way to get (using Python) the maximum and minimum values of C types integers (ie uint8
, int8
, uint16
, int16
, uint32
, int32
, uint64
, int64
...) from Python.
I was expecting to find this in ctypes
module
In [1]: import ctypes
In [2]: ctypes.c_uint8(256)
Out[2]: c_ubyte(0)
In [3]: ctypes.c_uint8(-1)
Out[3]: c_ubyte(255)
but I couldn't find it.
Julia have great feature for this:
julia> typemax(UInt8)
0xff
julia> typemin(UInt8)
0x00
julia> typemin(Int8)
-128
julia> typemax(Int8)
127
I'm pretty sure Python have something quite similar.
Ideally I'm even looking for a way to ensure that a given Python integer (which is said to be unbounded) can be converted safely in a C type integer of a given size.
When number is not in expected interval, it should raise an exception.
Currently overflow doesn't raise exception:
In [4]: ctypes.c_uint8(256)
Out[4]: c_ubyte(0)
I saw this SO post Maximum and Minimum values for ints but it's a bit different as author is looking for min/max value of a Python integer... not a C integer (from Python)
I also noticed Detecting C types limits ("limits.h") in python? but, even if it's quite related, it doesn't really answer my question.
According to: [Python 3.Docs]: Numeric Types - int, float, complex:
Integers have unlimited precision.
Translated to code:
>>> i = 10 ** 100
>>> i
10000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000
>>> len(str(i))
101
>>> i.bit_length()
333
On the other hand, each C type has a fixed size (depending on platform / architecture), as clearly shown in [CppReference]: Fundamental types.
Since [Python 3]: ctypes - A foreign function library for Python doesn't mention anything about types limits (note that there is some stuff not documented here), let's find that out manually.
code.py:
#!/usr/bin/env python3
import sys
from ctypes import c_int8, c_uint8, c_byte, c_ubyte, c_int16, c_uint16, \
c_int32, c_uint32, c_int, c_uint, c_long, c_ulong, c_longlong, c_ulonglong, \
c_int64, c_uint64, \
sizeof
def limits(c_int_type):
signed = c_int_type(-1).value < c_int_type(0).value
bit_size = sizeof(c_int_type) * 8
signed_limit = 2 ** (bit_size - 1)
return (-signed_limit, signed_limit - 1) if signed else (0, 2 * signed_limit - 1)
def main():
test_types = [
c_int8,
c_uint8,
c_byte,
c_ubyte,
c_int16,
c_uint16,
c_int32,
c_uint32,
c_int,
c_uint,
c_long,
c_ulong,
c_longlong,
c_ulonglong,
c_int64,
c_uint64
]
for test_type in test_types:
print("{:s} limits: ({:d}, {:d})".format(test_type.__name__, *limits(test_type)))
if __name__ == "__main__":
print("Python {:s} on {:s}\n".format(sys.version, sys.platform))
main()
Notes:
- Code relies on the fact that for a certain integral type, its interval (and limits are interval's endpoints) is:
- signed (2's complement):
[-(2 bit_size - 1), 2 bit_size - 1 - 1]
- unsigned:
[0, 2 bit_size - 1]
- To check the a type's signum, use -1 (which will automatically be converted to the upper limit (due to wrap around arithmetic) by unsigned types)
- There are lots of duplicates the output (below), because some types are simply "aliases" to others
- The rest of your task (creating a function that compares a Python int to the ctypes type limits, and raises an exception if it isn't) is trivial, so I didn't implement it
- This is for demonstrating purpose only, so I didn't do any argument check
Output:
(py35x64_test) e:\Work\Dev\StackOverflow\q052475749>"e:\Work\Dev\VEnvs\py35x64_test\Scripts\python.exe" code.py
Python 3.5.4 (v3.5.4:3f56838, Aug 8 2017, 02:17:05) [MSC v.1900 64 bit (AMD64)] on win32
c_byte limits: (-128, 127)
c_ubyte limits: (0, 255)
c_byte limits: (-128, 127)
c_ubyte limits: (0, 255)
c_short limits: (-32768, 32767)
c_ushort limits: (0, 65535)
c_long limits: (-2147483648, 2147483647)
c_ulong limits: (0, 4294967295)
c_long limits: (-2147483648, 2147483647)
c_ulong limits: (0, 4294967295)
c_long limits: (-2147483648, 2147483647)
c_ulong limits: (0, 4294967295)
c_longlong limits: (-9223372036854775808, 9223372036854775807)
c_ulonglong limits: (0, 18446744073709551615)
c_longlong limits: (-9223372036854775808, 9223372036854775807)
c_ulonglong limits: (0, 18446744073709551615)