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Get the "bits" of a float in Python?

I am looking for the Python equivalent of Java's Float.floatToBits.

I found this Python: obtain & manipulate (as integers) bit patterns of floats but does anyone know of a less complicated way?

like image 517
learner Avatar asked Jan 21 '13 01:01

learner


3 Answers

The answer that Alex Martelli gives in that question is really pretty simple -- you can reduce it to:

>>> import struct
>>> 
>>> 
>>> def floatToBits(f):
...     s = struct.pack('>f', f)
...     return struct.unpack('>l', s)[0]
...     
... 
>>> floatToBits(173.3125)
1127043072
>>> hex(_)
'0x432d5000'

Once you have it as an integer, you can perform any other manipulations you need to.

You can reverse the order of operations to round-trip:

>>> def bitsToFloat(b):
...     s = struct.pack('>l', b)
...     return struct.unpack('>f', s)[0]

>>> bitsToFloat(0x432d5000)
173.3125
like image 81
bgporter Avatar answered Oct 11 '22 07:10

bgporter


Here is the 64-bit, little endian representation of a python float1 just to add to the discussion:

>>> import struct
>>> import binascii
>>> print('0x' + binascii.hexlify(struct.pack('<d', 123.456789)))
0x0b0bee073cdd5e40

References:

  • struct.pack endianness and byte size format specifiers
  • binascii.hexlify

[1] for example I needed this specifically for interoperability with .NET's BitConverter on intel (ie little endian)

like image 32
Crescent Fresh Avatar answered Oct 11 '22 06:10

Crescent Fresh


>>> import ctypes
>>> f = ctypes.c_float(173.3125)
>>> ctypes.c_int.from_address(ctypes.addressof(f)).value
1127043072
like image 2
Alan Tsui Avatar answered Oct 11 '22 07:10

Alan Tsui