{ "info": { "author": "M Griffin", "author_email": "m12.griffin@gmail.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Programming Language :: Python :: 3.6", "Topic :: Scientific/Engineering :: Mathematics" ], "description": "=========\nBytesFunc\n=========\n\n:Authors:\n Michael Griffin\n\n:Version: 3.2.1 for 2022-04-23\n:Copyright: 2014 - 2022\n:License: This document may be distributed under the Apache 2.0 License.\n:Language: Python 3.6 or later\n\n---------------------------------------------------------------------\n\nIntroduction\n============\n\nThe BytesFunc module provides high speed array processing functions for use with\nPython 'bytes' and 'bytearray' objects. These functions are patterned after the\nfunctions in the standard Python \"operator\" module together with some additional \nones from other sources.\n\nThe purpose of these functions is to perform mathematical calculations on \n\"bytes\" and \"bytearray\" objects significantly faster than using native Python.\n\nSee full documentation at: https://bytesfunc.readthedocs.io/en/latest/\n\nIf you are installing on an ARM platform such as the Raspberry Pi, see the\ninstallation notes at the end before attempting to install from PyPI using PIP.\n\n---------------------------------------------------------------------\n\nFunction Summary\n================\n\n\nThe compare operators used for 'ball', 'bany', and 'findindex' are examples\nonly, and other compare operations are available. Many functions will accept\nother parameter combinations of sequences and numeric parameters. See the\ndetails for each function for what parameter combinations are valid.\n\nBrief Description\n-----------------\n\n=========== ==================================================\n Function Equivalent to\n=========== ==================================================\n and\\_ Perform a bitwise AND across the sequence.\n ball True if all elements of the sequence meet the match criteria.\n bany True if any elements of the sequence meet the match criteria.\n bmax Return the maximum value in the sequence.\n bmin Return the minimum value in the sequence.\n bsum Return the sum of the sequence.\n eq True if all elements of the sequence equal the compare value.\n findindex Returns the index of the first value in an array to meet the\n specified criteria.\n ge True if all elements of the sequence are greater than or equal to \n the compare value.\n gt True if all elements of the sequence are greater than the compare \n value.\n invert Perform a bitwise invert across the sequence.\n le True if all elements of the sequence are less than or equal to the \n compare value.\n lshift Perform a bitwise left shift across the sequence.\n lt True if all elements of the sequence are less than the compare \n value.\n ne True if all elements of the sequence are not equal the compare \n value.\n or\\_ Perform a bitwise OR across the sequence.\n rshift Perform a bitwise right shift across the sequence.\n xor Perform a bitwise XOR across the sequence.\n=========== ==================================================\n\n\nPython Equivalent\n-----------------\n\n=========== ==================================================\n Function Equivalent to\n=========== ==================================================\n and\\_ [x & param for x in sequence1]\n ball all([(x > param) for x in array])\n bany any([(x > param) for x in array])\n bmax max(sequence)\n bmin min(sequence)\n bsum sum(sequence)\n eq all([x == param for x in sequence])\n findindex [x for x,y in enumerate(array) if y > param][0]\n ge all([x >= param for x in sequence])\n gt all([x > param for x in sequence])\n invert [~x for x in sequence1]\n le all([x <= param for x in sequence])\n lshift [x << param for x in sequence1]\n lt all([x < param for x in sequence])\n ne all([x != param for x in sequence])\n or\\_ [x | param for x in sequence1]\n rshift [x >> param for x in sequence1]\n xor [x ^ param for x in sequence1]\n=========== ==================================================\n\n\n\n---------------------------------------------------------------------\n\nSupported Sequence Types\n========================\n\nBytesFunc supports Python native \"bytes\" and \"bytearray\" objects.\n\n\n---------------------------------------------------------------------\n\nPerformance\n===========\n\nAverage performance increase on x86_64 Ubuntu with GCC is 600 times faster \nthan native Python. Performance will vary depending on the function, \nwith the performance increase ranging from 7 times to 1500 times. \n\nOther platforms show similar improvements.\n\nDetailed performance figures are listed in the full documentation.\n\n\n---------------------------------------------------------------------\n\nPlatform support\n================\n\nBytesFunc is written in 'C' and uses the standard C libraries to implement the \nunderlying math functions. BytesFunc has been tested on the following platforms.\n\n======================= ========== ====== =============== ================\nOS Hardware Bits Compiler Python Version\n======================= ========== ====== =============== ================\nUbuntu 20.04 LTS x86_64 64 GCC 3.8\nUbuntu 22.04 x86_64 64 GCC 3.10\nDebian 11 i686 32 GCC 3.9\nDebian 11 x86_64 64 GCC 3.9\nOpenSuse 15.3 x86_64 64 GCC 3.6\nAlma 8.5 x86_64 64 GCC 3.6\nFreeBSD 13 x86_64 64 LLVM 3.8\nOpenBSD 7.1 x86_64 64 LLVM 3.9\nMS Windows 10 x86_64 64 MS VS C v.1929 3.10\nMS Windows 11 x86_64 64 MS VS C v.1929 3.10\nRaspberry Pi 2022-04-04 RPi 3 32 GCC 3.9\nUbuntu 22.04 RPi 4 64 GCC 3.10\nAlpine 3.15.4 VIA C3 32 GCC 3.9\n======================= ========== ====== =============== ================\n\n* The Raspbian (RPi 3) tests were conducted on a Raspberry Pi 3 ARM CPU running\n in 32 bit mode. \n* The Ubuntu ARM tests were conducted on a Raspberry Pi 4 ARM CPU running in\n 64 bit mode.\n* The Alpine tests were conducted on a VIA C3 (x86 compatible) running in \n 32 bit mode.\n* All others were conducted using VMs running on x86 hardware. \n\n---------------------------------------------------------------------\n\nInstallation\n============\n\nPlease note that this is a Python 3 package. To install using Pip, you will \nneed (with Debian package in brackets):\n\n* The appropriate C compiler and header files (gcc and build-essential).\n* The Python3 development headers (python3-dev).\n* Pip3 together with the corresponding Setuptools (python3-pip).\n\nexample::\n\n\t# Install from PyPI.\n\tpip3 install bytesfunc\n\t# Force install from PyPI source instead of using a binary wheel.\n\tpip3 install --user --force-reinstall --no-binary=:all: bytesfunc\n\t# Install from a local copy of the source package (Linux).\n\tpip3 install --no-index --find-links=. bytesfunc\n\t# Install a local package as a user package.\n\tpip3 install --user --no-index --find-links=. bytesfunc\n\t# Windows, FreeBSD, and OpenBSD seems to use \"pip\" instead \n\t# of \"pip3\" for some reason.\n\tpip install bytesfunc\n\n\nNewer versions of OpenBSD and FreeBSD will not install this package correctly \nwhen running setup.py directly. Use pip to install, even for local package\ninstalls. Testing of this package has been changed to use only pip (or pip3)\nin order to provide a common testing method for all platforms. Testing using\nsetup.py directly is no longer done.\n\n\nRecent versions of PyPI seem to be building their own binary wheels for some \nplatforms using their own infrastruction. This may result in an invalid ARM \nbinary on Raspberry Pi. \n\nIf you have difficulties, then either download the tar.gz version and install \nit locally (see the above instructions for a local install). Alternatively,\nsee the above example for how to force a binary install instead of using a \nwheel. There is also a bash script called \"setupuser.sh\" which will call setup.\npy directly with the appropriate parameters. \n\nThe setup.py file has platform detection code which it uses to pass the \ncorrect flags to the C compiler. For ARM, this includes the CPU type. If you\nare using an ARM CPU type which is not recognized then setup.py may not\ncompile in SIMD features. You can experiment with modifying setup.py to add\nnew ARM models, but be sure that anything you try is compatible with the \nexisting ones.\n\n---------------------------------------------------------------------\n\nRelease History\n===============\n* 3.2.1 - Fixed formatting error in README.rst. \n* 3.2.0 - Update to testing and support. Tested with new releases of Ubuntu \n 22.04 and OpenBSD 7.1. Changed \"simdsupport\" to also report the \n architecture the binary was compiled for. \"Simdsupport\" is only\n used for testing and benchmarking and is not a stable part of\n the release.\n* 3.1.2 - Bump to correct minor documentation error in README.rst. \n* 3.1.1 - Update to testing and support. Raspberry Pi 32 bit OS updated to\n version 2022-04-04. Update to setup.py to improve ARM version \n detection.\n* 3.1.0 - Update to testing and support. On Windows 10 the Python version is\n 3.10. Centos has been replaced by AlmaLinux due to Red Hat ending \n long term support for Centos. 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