tx_flow_analysis/venv/lib/python3.10/site-packages/xxhash-3.6.0.dist-info/METADATA

Metadata-Version: 2.4
Name: xxhash
Version: 3.6.0
Summary: Python binding for xxHash
Home-page: https://github.com/ifduyue/python-xxhash
Author: Yue Du
Author-email: ifduyue@gmail.com
License: BSD
Classifier: Development Status :: 5 - Production/Stable
Classifier: License :: OSI Approved :: BSD License
Classifier: Intended Audience :: Developers
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Programming Language :: Python :: 3.14
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Programming Language :: Python :: Free Threading :: 1 - Unstable
Requires-Python: >=3.7
Description-Content-Type: text/x-rst
License-File: LICENSE
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: license
Dynamic: license-file
Dynamic: requires-python
Dynamic: summary

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) 2014-2025 Yue Du - https://github.com/ifduyue

Licensed under `BSD 2-Clause License <http://opensource.org/licenses/BSD-2-Clause>`_

CHANGELOG
-----------

v3.6.0 2025-10-02
~~~~~~~~~~~~~~~~~

- Build wheels for Python 3.14
- Python free-threading support
- Typing: Use Buffer type stubs
- Deprecate xxhash.VERSION_TUPLE, it will be removed in the next major release

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