A Python implementation of SipHash-2-4, a fast short-input PRF with a 128-bit key and 64-bit output.
Extract from the description:
SipHash is a family of pseudorandom functions (a.k.a. keyed hash
functions) optimized for speed on short messages.
Target applications include network traffic authentication and defense
against hash-flooding DoS attacks.
SipHash is secure, fast, and simple (for real):
* SipHash is simpler and faster than previous cryptographic algorithms
(e.g. MACs based on universal hashing)
* SipHash is competitive in performance with insecure
non-cryptographic algorithms (e.g. MurmurHash)
* We propose that hash tables switch to SipHash as a hash
function. Users of SipHash already include OpenDNS, Perl 5, Ruby, or
Rust.
Pysiphash
is tested on Python 2.7 and Python 3.2.
Introductory blog post: https://idea.popcount.org/2013-01-24-siphash/
Released pysiphash
versions are available on
pypi. To install it use
easy_install
or pip
:
$ pip install siphash
or
$ easy_install siphash
Pysiphash
tries to follow the
hashlib API. You can
add data to the hash by calling an update
method, or feed data
directly to the constructor:
>>> import siphash
>>> key = '0123456789ABCDEF'
>>> sip = siphash.SipHash_2_4(key)
>>> sip.update('a')
>>> sip.hash()
12398370950267227270L
>>> siphash.SipHash_2_4(key, 'a').hash()
12398370950267227270L
To extract the hash as a numeric value call hash()
:
>>> siphash.SipHash_2_4(key, 'a').hash()
12398370950267227270L
Or digest()
to get a raw 8-bytes string:
>>> siphash.SipHash_2_4(key, 'a').digest()
'\x86L3\x9c\xb0\xdc\x0f\xac'
Or hexdigest()
for a 16-bytes hex encoding:
>>> siphash.SipHash_2_4(key, 'a').hexdigest()
'864c339cb0dc0fac'
A series of sanity checks are present inline the main pysiphash
code, to run it type:
$ python siphash/__init__.py
all tests ok
Currently pysiphash
is a pure-python code, so don't expect blazing
speed. On my machine computing a hash from a ten byte string takes
around 0.31 ms, and hashing 1MiB blob takes 770 ms.