python-xxhash
=============
.. image:: https://github.com/ifduyue/python-xxhash/actions/workflows/test.yml/badge.svg
:target: https://github.com/ifduyue/python-xxhash/actions/workflows/test.yml
:alt: Github Actions Status
.. image:: https://img.shields.io/pypi/v/xxhash.svg
:target: https://pypi.org/project/xxhash/
:alt: Latest Version
.. image:: https://img.shields.io/pypi/pyversions/xxhash.svg
:target: https://pypi.org/project/xxhash/
:alt: Supported Python versions
.. image:: https://img.shields.io/pypi/l/xxhash.svg
:target: https://pypi.org/project/xxhash/
:alt: License
.. _HMAC: http://en.wikipedia.org/wiki/Hash-based_message_authentication_code
.. _xxHash: https://github.com/Cyan4973/xxHash
.. _Cyan4973: https://github.com/Cyan4973
xxhash is a Python binding for the xxHash_ library by `Yann Collet`__.
__ Cyan4973_
Installation
------------
.. code-block:: bash
$ pip install xxhash
You can also install using conda:
.. code-block:: bash
$ conda install -c conda-forge python-xxhash
Installing From Source
~~~~~~~~~~~~~~~~~~~~~~~
.. code-block:: bash
$ pip install --no-binary xxhash xxhash
Prerequisites
++++++++++++++
On Debian/Ubuntu:
.. code-block:: bash
$ apt-get install python-dev gcc
On CentOS/Fedora:
.. code-block:: bash
$ yum install python-devel gcc redhat-rpm-config
Linking to libxxhash.so
~~~~~~~~~~~~~~~~~~~~~~~~
By default python-xxhash will use bundled xxHash,
we can change this by specifying ENV var ``XXHASH_LINK_SO``:
.. code-block:: bash
$ XXHASH_LINK_SO=1 pip install --no-binary xxhash xxhash
Usage
--------
Module version and its backend xxHash library version can be retrieved using
the module properties ``VERSION`` AND ``XXHASH_VERSION`` respectively.
.. code-block:: python
>>> import xxhash
>>> xxhash.VERSION
'2.0.0'
>>> xxhash.XXHASH_VERSION
'0.8.0'
This module is hashlib-compliant, which means you can use it in the same way as ``hashlib.md5``.
| update() -- update the current digest with an additional string
| digest() -- return the current digest value
| hexdigest() -- return the current digest as a string of hexadecimal digits
| intdigest() -- return the current digest as an integer
| copy() -- return a copy of the current xxhash object
| reset() -- reset state
md5 digest returns bytes, but the original xxh32 and xxh64 C APIs return integers.
While this module is made hashlib-compliant, ``intdigest()`` is also provided to
get the integer digest.
Constructors for hash algorithms provided by this module are ``xxh32()`` and ``xxh64()``.
For example, to obtain the digest of the byte string ``b'Nobody inspects the spammish repetition'``:
.. code-block:: python
>>> import xxhash
>>> x = xxhash.xxh32()
>>> x.update(b'Nobody inspects')
>>> x.update(b' the spammish repetition')
>>> x.digest()
b'\xe2);/'
>>> x.digest_size
4
>>> x.block_size
16
More condensed:
.. code-block:: python
>>> xxhash.xxh32(b'Nobody inspects the spammish repetition').hexdigest()
'e2293b2f'
>>> xxhash.xxh32(b'Nobody inspects the spammish repetition').digest() == x.digest()
True
An optional seed (default is 0) can be used to alter the result predictably:
.. code-block:: python
>>> import xxhash
>>> xxhash.xxh64('xxhash').hexdigest()
'32dd38952c4bc720'
>>> xxhash.xxh64('xxhash', seed=20141025).hexdigest()
'b559b98d844e0635'
>>> x = xxhash.xxh64(seed=20141025)
>>> x.update('xxhash')
>>> x.hexdigest()
'b559b98d844e0635'
>>> x.intdigest()
13067679811253438005
Be careful that xxh32 takes an unsigned 32-bit integer as seed, while xxh64
takes an unsigned 64-bit integer. Although unsigned integer overflow is
defined behavior, it's better not to make it happen:
.. code-block:: python
>>> xxhash.xxh32('I want an unsigned 32-bit seed!', seed=0).hexdigest()
'f7a35af8'
>>> xxhash.xxh32('I want an unsigned 32-bit seed!', seed=2**32).hexdigest()
'f7a35af8'
>>> xxhash.xxh32('I want an unsigned 32-bit seed!', seed=1).hexdigest()
'd8d4b4ba'
>>> xxhash.xxh32('I want an unsigned 32-bit seed!', seed=2**32+1).hexdigest()
'd8d4b4ba'
>>>
>>> xxhash.xxh64('I want an unsigned 64-bit seed!', seed=0).hexdigest()
'd4cb0a70a2b8c7c1'
>>> xxhash.xxh64('I want an unsigned 64-bit seed!', seed=2**64).hexdigest()
'd4cb0a70a2b8c7c1'
>>> xxhash.xxh64('I want an unsigned 64-bit seed!', seed=1).hexdigest()
'ce5087f12470d961'
>>> xxhash.xxh64('I want an unsigned 64-bit seed!', seed=2**64+1).hexdigest()
'ce5087f12470d961'
``digest()`` returns bytes of the **big-endian** representation of the integer
digest:
.. code-block:: python
>>> import xxhash
>>> h = xxhash.xxh64()
>>> h.digest()
b'\xefF\xdb7Q\xd8\xe9\x99'
>>> h.intdigest().to_bytes(8, 'big')
b'\xefF\xdb7Q\xd8\xe9\x99'
>>> h.hexdigest()
'ef46db3751d8e999'
>>> format(h.intdigest(), '016x')
'ef46db3751d8e999'
>>> h.intdigest()
17241709254077376921
>>> int(h.hexdigest(), 16)
17241709254077376921
Besides xxh32/xxh64 mentioned above, oneshot functions are also provided,
so we can avoid allocating XXH32/64 state on heap:
| xxh32_digest(bytes, seed=0)
| xxh32_intdigest(bytes, seed=0)
| xxh32_hexdigest(bytes, seed=0)
| xxh64_digest(bytes, seed=0)
| xxh64_intdigest(bytes, seed=0)
| xxh64_hexdigest(bytes, seed=0)
.. code-block:: python
>>> import xxhash
>>> xxhash.xxh64('a').digest() == xxhash.xxh64_digest('a')
True
>>> xxhash.xxh64('a').intdigest() == xxhash.xxh64_intdigest('a')
True
>>> xxhash.xxh64('a').hexdigest() == xxhash.xxh64_hexdigest('a')
True
>>> xxhash.xxh64_hexdigest('xxhash', seed=20141025)
'b559b98d844e0635'
>>> xxhash.xxh64_intdigest('xxhash', seed=20141025)
13067679811253438005L
>>> xxhash.xxh64_digest('xxhash', seed=20141025)
'\xb5Y\xb9\x8d\x84N\x065'
.. code-block:: python
In [1]: import xxhash
In [2]: %timeit xxhash.xxh64_hexdigest('xxhash')
268 ns ± 24.1 ns per loop (mean ± std. dev. of 7 runs, 1000000 loops each)
In [3]: %timeit xxhash.xxh64('xxhash').hexdigest()
416 ns ± 17.3 ns per loop (mean ± std. dev. of 7 runs, 1000000 loops each)
XXH3 hashes are available since v2.0.0 (xxHash v0.8.0), they are:
Streaming classes:
| xxh3_64
| xxh3_128
Oneshot functions:
| xxh3_64_digest(bytes, seed=0)
| xxh3_64_intdigest(bytes, seed=0)
| xxh3_64_hexdigest(bytes, seed=0)
| xxh3_128_digest(bytes, seed=0)
| xxh3_128_intdigest(bytes, seed=0)
| xxh3_128_hexdigest(bytes, seed=0)
And aliases:
| xxh128 = xxh3_128
| xxh128_digest = xxh3_128_digest
| xxh128_intdigest = xxh3_128_intdigest
| xxh128_hexdigest = xxh3_128_hexdigest
Caveats
-------
SEED OVERFLOW
~~~~~~~~~~~~~~
xxh32 takes an unsigned 32-bit integer as seed, and xxh64 takes
an unsigned 64-bit integer as seed. Make sure that the seed is greater than
or equal to ``0``.
ENDIANNESS
~~~~~~~~~~~
As of python-xxhash 0.3.0, ``digest()`` returns bytes of the
**big-endian** representation of the integer digest. It used
to be little-endian.
DONT USE XXHASH IN HMAC
~~~~~~~~~~~~~~~~~~~~~~~
Though you can use xxhash as an HMAC_ hash function, but it's
highly recommended not to.
xxhash is **NOT** a cryptographic hash function, it is a
non-cryptographic hash algorithm aimed at speed and quality.
Do not put xxhash in any position where cryptographic hash
functions are required.
Copyright and License
---------------------
Copyright (c) 2014-2024 Yue Du - https://github.com/ifduyue
Licensed under `BSD 2-Clause License <http://opensource.org/licenses/BSD-2-Clause>`_
CHANGELOG
-----------
v3.5.0 2024-08-17
~~~~~~~~~~~~~~~~~
- Build wheels for Python 3.13
v3.4.1 2023-10-05
~~~~~~~~~~~~~~~~~
- Build wheels for Python 3.12
- Remove setuptools_scm
v3.4.0 2023-10-05
~~~~~~~~~~~~~~~~~
*Yanked* due to wheels building problem.
v3.3.0 2023-07-29
~~~~~~~~~~~~~~~~~
- Upgrade xxHash to v0.8.2
- Drop support for Python 3.6
v3.2.0 2022-12-28
~~~~~~~~~~~~~~~~~
This is the last version to support Python 3.6
- Build Python 3.11 wheels.
- Remove setup.py test_suites, call unittest directly
v3.1.0 2022-10-19
~~~~~~~~~~~~~~~~~
- Type annotations.
- Enabled muslinux wheels building.
v3.0.0 2022-02-25
~~~~~~~~~~~~~~~~~
- New set `algorithms_available` lists all implemented algorithms in `xxhash`
package.
- Upgrade xxHash to v0.8.1.
- Drop support for EOL Python versions, require python >= 3.6 from now on.
- Migrate to github actions and build arm64 wheels for macOS.
- Always release GIL.
v2.0.2 2021-04-15
~~~~~~~~~~~~~~~~~
- Fix Travis CI OSX dpl python2.7 get-pip.py error
v2.0.1 2021-04-15
~~~~~~~~~~~~~~~~~
- Only to trigger Python 3.9 wheels building.
v2.0.0 2020-08-03
~~~~~~~~~~~~~~~~~
- **Require xxHash version >= v0.8.0**
- Upgrade xxHash to v0.8.0
- XXH3 hashes: `xxh3_64`, `xxh3_128`, and their oneshot functions
v1.4.4 2020-06-20
~~~~~~~~~~~~~~~~~
- Upgrade xxHash to v0.7.3
- Stop using PEP393 deprecated APIs
- Use XXH(32|64)_canonicalFromHash to replace u2bytes and ull2bytes
v1.4.3 2019-11-12
~~~~~~~~~~~~~~~~~
- Upgrade xxHash to v0.7.2
- Python 3.8 wheels
v1.4.2 2019-10-13
~~~~~~~~~~~~~~~~~
- Fixed: setup.py fails when reading README.rst and the default encoding is not UTF-8
v1.4.1 2019-08-27
~~~~~~~~~~~~~~~~~
- Fixed: xxh3.h in missing from source tarball
v1.4.0 2019-08-25
~~~~~~~~~~~~~~~~~
- Upgrade xxHash to v0.7.1
v1.3.0 2018-10-21
~~~~~~~~~~~~~~~~~
- Wheels are now built automatically
- Split CFFI variant into a separate package `ifduyue/python-xxhash-cffi <https://github.com/ifduyue/python-xxhash-cffi>`_
v1.2.0 2018-07-13
~~~~~~~~~~~~~~~~~
- Add oneshot functions xxh{32,64}_{,int,hex}digest
v1.1.0 2018-07-05
~~~~~~~~~~~~~~~~~
- Allow input larger than 2GB
- Release the GIL on sufficiently large input
- Drop support for Python 3.2
v1.0.1 2017-03-02
~~~~~~~~~~~~~~~~~~
- Free state actively, instead of delegating it to ffi.gc
v1.0.0 2017-02-10
~~~~~~~~~~~~~~~~~~
- Fixed copy() segfault
- Added CFFI variant
v0.6.3 2017-02-10
~~~~~~~~~~~~~~~~~~
- Fixed copy() segfault
v0.6.2 2017-02-10
~~~~~~~~~~~~~~~~~~
- Upgrade xxHash to v0.6.2
v0.6.1 2016-06-26
~~~~~~~~~~~~~~~~~~
- Upgrade xxHash to v0.6.1
v0.5.0 2016-03-02
~~~~~~~~~~~~~~~~~~
- Upgrade xxHash to v0.5.0
v0.4.3 2015-08-21
~~~~~~~~~~~~~~~~~~
- Upgrade xxHash to r42
v0.4.1 2015-08-16
~~~~~~~~~~~~~~~~~~
- Upgrade xxHash to r41
v0.4.0 2015-08-05
~~~~~~~~~~~~~~~~~~
- Added method reset
- Upgrade xxHash to r40
v0.3.2 2015-01-27
~~~~~~~~~~~~~~~~~~
- Fixed some typos in docstrings
v0.3.1 2015-01-24
~~~~~~~~~~~~~~~~~~
- Upgrade xxHash to r39
v0.3.0 2014-11-11
~~~~~~~~~~~~~~~~~~
- Change digest() from little-endian representation to big-endian representation of the integer digest.
This change breaks compatibility (digest() results are different).
v0.2.0 2014-10-25
~~~~~~~~~~~~~~~~~~
- Make this package hashlib-compliant
v0.1.3 2014-10-23
~~~~~~~~~~~~~~~~~~
- Update xxHash to r37
v0.1.2 2014-10-19
~~~~~~~~~~~~~~~~~~
- Improve: Check XXHnn_init() return value.
- Update xxHash to r36
v0.1.1 2014-08-07
~~~~~~~~~~~~~~~~~~
- Improve: Can now be built with Visual C++ Compiler.
v0.1.0 2014-08-05
~~~~~~~~~~~~~~~~~~
- New: XXH32 and XXH64 type, which support partially update.
- Fix: build under Python 3.4
v0.0.2 2014-08-03
~~~~~~~~~~~~~~~~~~
- NEW: Support Python 3
v0.0.1 2014-07-30
~~~~~~~~~~~~~~~~~~
- NEW: xxh32 and xxh64
Raw data
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"name": "xxhash",
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"requires_python": ">=3.7",
"maintainer_email": null,
"keywords": null,
"author": "Yue Du",
"author_email": "ifduyue@gmail.com",
"download_url": "https://files.pythonhosted.org/packages/00/5e/d6e5258d69df8b4ed8c83b6664f2b47d30d2dec551a29ad72a6c69eafd31/xxhash-3.5.0.tar.gz",
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"description": "python-xxhash\n=============\n\n.. image:: https://github.com/ifduyue/python-xxhash/actions/workflows/test.yml/badge.svg\n :target: https://github.com/ifduyue/python-xxhash/actions/workflows/test.yml\n :alt: Github Actions Status\n\n.. image:: https://img.shields.io/pypi/v/xxhash.svg\n :target: https://pypi.org/project/xxhash/\n :alt: Latest Version\n\n.. image:: https://img.shields.io/pypi/pyversions/xxhash.svg\n :target: https://pypi.org/project/xxhash/\n :alt: Supported Python versions\n\n.. image:: https://img.shields.io/pypi/l/xxhash.svg\n :target: https://pypi.org/project/xxhash/\n :alt: License\n\n\n.. _HMAC: http://en.wikipedia.org/wiki/Hash-based_message_authentication_code\n.. _xxHash: https://github.com/Cyan4973/xxHash\n.. _Cyan4973: https://github.com/Cyan4973\n\n\nxxhash is a Python binding for the xxHash_ library by `Yann Collet`__.\n\n__ Cyan4973_\n\nInstallation\n------------\n\n.. code-block:: bash\n\n $ pip install xxhash\n \nYou can also install using conda:\n\n.. code-block:: bash\n\n $ conda install -c conda-forge python-xxhash\n\n\nInstalling From Source\n~~~~~~~~~~~~~~~~~~~~~~~\n\n.. code-block:: bash\n\n $ pip install --no-binary xxhash xxhash\n\nPrerequisites\n++++++++++++++\n\nOn Debian/Ubuntu:\n\n.. code-block:: bash\n\n $ apt-get install python-dev gcc\n\nOn CentOS/Fedora:\n\n.. code-block:: bash\n\n $ yum install python-devel gcc redhat-rpm-config\n\nLinking to libxxhash.so\n~~~~~~~~~~~~~~~~~~~~~~~~\n\nBy default python-xxhash will use bundled xxHash,\nwe can change this by specifying ENV var ``XXHASH_LINK_SO``:\n\n.. code-block:: bash\n\n $ XXHASH_LINK_SO=1 pip install --no-binary xxhash xxhash\n\nUsage\n--------\n\nModule version and its backend xxHash library version can be retrieved using\nthe module properties ``VERSION`` AND ``XXHASH_VERSION`` respectively.\n\n.. code-block:: python\n\n >>> import xxhash\n >>> xxhash.VERSION\n '2.0.0'\n >>> xxhash.XXHASH_VERSION\n '0.8.0'\n\nThis module is hashlib-compliant, which means you can use it in the same way as ``hashlib.md5``.\n\n | update() -- update the current digest with an additional string\n | digest() -- return the current digest value\n | hexdigest() -- return the current digest as a string of hexadecimal digits\n | intdigest() -- return the current digest as an integer\n | copy() -- return a copy of the current xxhash object\n | reset() -- reset state\n\nmd5 digest returns bytes, but the original xxh32 and xxh64 C APIs return integers.\nWhile this module is made hashlib-compliant, ``intdigest()`` is also provided to\nget the integer digest.\n\nConstructors for hash algorithms provided by this module are ``xxh32()`` and ``xxh64()``.\n\nFor example, to obtain the digest of the byte string ``b'Nobody inspects the spammish repetition'``:\n\n.. code-block:: python\n\n >>> import xxhash\n >>> x = xxhash.xxh32()\n >>> x.update(b'Nobody inspects')\n >>> x.update(b' the spammish repetition')\n >>> x.digest()\n b'\\xe2);/'\n >>> x.digest_size\n 4\n >>> x.block_size\n 16\n\nMore condensed:\n\n.. code-block:: python\n\n >>> xxhash.xxh32(b'Nobody inspects the spammish repetition').hexdigest()\n 'e2293b2f'\n >>> xxhash.xxh32(b'Nobody inspects the spammish repetition').digest() == x.digest()\n True\n\nAn optional seed (default is 0) can be used to alter the result predictably:\n\n.. code-block:: python\n\n >>> import xxhash\n >>> xxhash.xxh64('xxhash').hexdigest()\n '32dd38952c4bc720'\n >>> xxhash.xxh64('xxhash', seed=20141025).hexdigest()\n 'b559b98d844e0635'\n >>> x = xxhash.xxh64(seed=20141025)\n >>> x.update('xxhash')\n >>> x.hexdigest()\n 'b559b98d844e0635'\n >>> x.intdigest()\n 13067679811253438005\n\nBe careful that xxh32 takes an unsigned 32-bit integer as seed, while xxh64\ntakes an unsigned 64-bit integer. Although unsigned integer overflow is\ndefined behavior, it's better not to make it happen:\n\n.. code-block:: python\n\n >>> xxhash.xxh32('I want an unsigned 32-bit seed!', seed=0).hexdigest()\n 'f7a35af8'\n >>> xxhash.xxh32('I want an unsigned 32-bit seed!', seed=2**32).hexdigest()\n 'f7a35af8'\n >>> xxhash.xxh32('I want an unsigned 32-bit seed!', seed=1).hexdigest()\n 'd8d4b4ba'\n >>> xxhash.xxh32('I want an unsigned 32-bit seed!', seed=2**32+1).hexdigest()\n 'd8d4b4ba'\n >>>\n >>> xxhash.xxh64('I want an unsigned 64-bit seed!', seed=0).hexdigest()\n 'd4cb0a70a2b8c7c1'\n >>> xxhash.xxh64('I want an unsigned 64-bit seed!', seed=2**64).hexdigest()\n 'd4cb0a70a2b8c7c1'\n >>> xxhash.xxh64('I want an unsigned 64-bit seed!', seed=1).hexdigest()\n 'ce5087f12470d961'\n >>> xxhash.xxh64('I want an unsigned 64-bit seed!', seed=2**64+1).hexdigest()\n 'ce5087f12470d961'\n\n\n``digest()`` returns bytes of the **big-endian** representation of the integer\ndigest:\n\n.. code-block:: python\n\n >>> import xxhash\n >>> h = xxhash.xxh64()\n >>> h.digest()\n b'\\xefF\\xdb7Q\\xd8\\xe9\\x99'\n >>> h.intdigest().to_bytes(8, 'big')\n b'\\xefF\\xdb7Q\\xd8\\xe9\\x99'\n >>> h.hexdigest()\n 'ef46db3751d8e999'\n >>> format(h.intdigest(), '016x')\n 'ef46db3751d8e999'\n >>> h.intdigest()\n 17241709254077376921\n >>> int(h.hexdigest(), 16)\n 17241709254077376921\n\nBesides xxh32/xxh64 mentioned above, oneshot functions are also provided,\nso we can avoid allocating XXH32/64 state on heap:\n\n | xxh32_digest(bytes, seed=0)\n | xxh32_intdigest(bytes, seed=0)\n | xxh32_hexdigest(bytes, seed=0)\n | xxh64_digest(bytes, seed=0)\n | xxh64_intdigest(bytes, seed=0)\n | xxh64_hexdigest(bytes, seed=0)\n\n.. code-block:: python\n\n >>> import xxhash\n >>> xxhash.xxh64('a').digest() == xxhash.xxh64_digest('a')\n True\n >>> xxhash.xxh64('a').intdigest() == xxhash.xxh64_intdigest('a')\n True\n >>> xxhash.xxh64('a').hexdigest() == xxhash.xxh64_hexdigest('a')\n True\n >>> xxhash.xxh64_hexdigest('xxhash', seed=20141025)\n 'b559b98d844e0635'\n >>> xxhash.xxh64_intdigest('xxhash', seed=20141025)\n 13067679811253438005L\n >>> xxhash.xxh64_digest('xxhash', seed=20141025)\n '\\xb5Y\\xb9\\x8d\\x84N\\x065'\n\n.. code-block:: python\n\n In [1]: import xxhash\n\n In [2]: %timeit xxhash.xxh64_hexdigest('xxhash')\n 268 ns \u00b1 24.1 ns per loop (mean \u00b1 std. dev. of 7 runs, 1000000 loops each)\n\n In [3]: %timeit xxhash.xxh64('xxhash').hexdigest()\n 416 ns \u00b1 17.3 ns per loop (mean \u00b1 std. dev. of 7 runs, 1000000 loops each)\n\n\nXXH3 hashes are available since v2.0.0 (xxHash v0.8.0), they are:\n\nStreaming classes:\n\n | xxh3_64\n | xxh3_128\n\nOneshot functions:\n\n | xxh3_64_digest(bytes, seed=0)\n | xxh3_64_intdigest(bytes, seed=0)\n | xxh3_64_hexdigest(bytes, seed=0)\n | xxh3_128_digest(bytes, seed=0)\n | xxh3_128_intdigest(bytes, seed=0)\n | xxh3_128_hexdigest(bytes, seed=0)\n\nAnd aliases:\n\n | xxh128 = xxh3_128\n | xxh128_digest = xxh3_128_digest\n | xxh128_intdigest = xxh3_128_intdigest\n | xxh128_hexdigest = xxh3_128_hexdigest\n\nCaveats\n-------\n\nSEED OVERFLOW\n~~~~~~~~~~~~~~\n\nxxh32 takes an unsigned 32-bit integer as seed, and xxh64 takes\nan unsigned 64-bit integer as seed. Make sure that the seed is greater than\nor equal to ``0``.\n\nENDIANNESS\n~~~~~~~~~~~\n\nAs of python-xxhash 0.3.0, ``digest()`` returns bytes of the\n**big-endian** representation of the integer digest. 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