{
    "info": {
        "author": "Byeonghoon Yoo",
        "author_email": "bh322yoo@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: GNU Lesser General Public License v3 or later (LGPLv3+)",
            "Natural Language :: English",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: C",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: Implementation",
            "Programming Language :: Python :: Implementation :: CPython",
            "Programming Language :: Python :: Implementation :: PyPy",
            "Programming Language :: Python :: Implementation :: Stackless",
            "Topic :: Software Development",
            "Topic :: Software Development :: Libraries",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: System",
            "Topic :: System :: Filesystems",
            "Topic :: System :: Operating System",
            "Topic :: System :: Operating System Kernels",
            "Topic :: System :: Operating System Kernels :: Linux"
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        "description": "**\\[english\\]** | [\\[\ud55c\uad6d\uc5b4 (korean)\\]](https://github.com/isac322/linux_aio/blob/master/README.kor.md)\n\n# linux_aio: Python wrapper for [Linux Kernel AIO](http://lse.sourceforge.net/io/aio.html)\n\n[![](https://img.shields.io/travis/com/isac322/linux_aio.svg?style=flat-square)](https://travis-ci.com/isac322/linux_aio)\n[![](https://img.shields.io/pypi/v/linux_aio.svg?style=flat-square)](https://pypi.org/project/linux-aio/)\n[![](https://img.shields.io/codecov/c/github/isac322/linux_aio.svg?style=flat-square)](https://codecov.io/gh/isac322/linux_aio)\n[![](https://img.shields.io/pypi/implementation/linux_aio.svg?style=flat-square)](https://pypi.org/project/linux-aio/)\n[![](https://img.shields.io/pypi/pyversions/linux_aio.svg?style=flat-square)](https://pypi.org/project/linux-aio/)\n[![](https://img.shields.io/pypi/wheel/linux_aio.svg?style=flat-square)](https://pypi.org/project/linux-aio/)\n[![](https://img.shields.io/pypi/l/linux_aio.svg?style=flat-square)](https://pypi.org/project/linux-aio/)\n[![Say Thanks!](https://img.shields.io/badge/Say%20Thanks-!-1EAEDB.svg?style=flat-square)](https://saythanks.io/to/isac322)\n\nPython wrapper module that uses Linux Kernel AIO directly\n\n\n## What is Linux Kernel AIO?\n\n[Linux IO Models table](https://oxnz.github.io/2016/10/13/linux-aio/#io-models)\n\nIn summary, it allows non-blocking and asynchronous use of blocking IO operations such as [read(2)](http://man7.org/linux/man-pages/man2/read.2.html) and [write(2)](http://man7.org/linux/man-pages/man2/write.2.html).\n\n\n### Related documents\n\n- [Linux Asynchronous I/O](https://oxnz.github.io/2016/10/13/linux-aio/)\n- [Linux Kernel AIO Design Notes](http://lse.sourceforge.net/io/aionotes.txt)\n- [How to use the Linux AIO feature](https://github.com/littledan/linux-aio) (in C)\n\n\n### **It is different from [POSIX AIO](http://man7.org/linux/man-pages/man7/aio.7.html)**\n\nThe POSIX AIO APIs have the `aio_` prefix, but the Linux Kernel AIO has the `io_` prefix.\n\nThere is already a POSIX AIO API for asynchronous I/O, but Linux implements it in glibc, a user-space library, which is supposed to use multi-threading internally.\nSo, as you can see from the experiment below, it's much worse than using the blocking IO API.\n\n\n## Implementation & Structure\n\n### Package `linux_aio`\n\n- Implemented based on [linux_aio_bind](https://pypi.org/project/linux-aio-bind) package which is low-level binding of Linux kernel AIO.\n- Unlike [linux_aio_bind](https://pypi.org/project/linux-aio-bind), it can be used without knowledge of `ctypes`\n- Examples can be found in the code in the [test directory](https://github.com/isac322/linux_aio/tree/master/test).\n\n\n## Example\n\nExamples can be found in the code in the [test directory](https://github.com/isac322/linux_aio/tree/master/test).\n\n\n## Notes & Limits\n\n- Obviously available only on Linux\n- Because it is a wrapper, it brings the constraints of Linux.\n\t- It can not be used for files used as a kernel interface. (e.g. `cgroup`)\n\t- [Sometimes it works as Blocking.](https://stackoverflow.com/questions/34572559/asynchronous-io-io-submit-latency-in-ubuntu-linux)\n\t\t- There are some things that have been solved through development after posting.\n\t- Some features are being added because they are still under development.\n\t- There are also some features that are not supported when the Linux version is low\n\t\t- You need to check [Linux man pages (4.16)](http://man7.org/linux/man-pages/man2/io_submit.2.html) and its related API documentation\n\n\n## Evaluation\n\n[Experiment script](https://gist.github.com/isac322/8606f5c464fa390cb88b47354981cdab) (requires python 3.7)\n\n### Setup\n\n- Distribution: Ubuntu Server 16.04.5 LTS\n- Linux: 4.19.0\n- CPU: 2-way Intel(R) Xeon(R) CPU E5-2683 v4 @ 2.10GHz\n- MEM: total 64GB\n- Storage: SK hynix SC300B SATA 512GB\n- Python: 3.7.2 ([Ubuntu ppa](https://launchpad.net/~deadsnakes/+archive/ubuntu/ppa))\n\n\n- Attempts to read a total of `1000` times in` 1ms` intervals.\n- The file size varies from `1KB` to` 100KB`, but it is small.\n- Experiment with increasing the number of files read at the same time\n- Because we have experimented with high-performance server, there may be larger performance differences when testing on a typical desktop.\n\n\n### Comparison target\n\n- [aiofiles](https://pypi.org/project/aiofiles/) - Uses Thread pool\n- [aiofile](https://pypi.org/project/aiofile/) - Uses POSIX AIO\n- [libaio](https://pypi.org/project/libaio/) - Uses [libaio](http://lse.sourceforge.net/io/aio.html)\n- [python built-in open()](https://docs.python.org/3/library/functions.html#open)\n\n\n**It is not a perfectly fair comparison.**\n\n`aiofiles` and `aiofile` are libraries that support [asyncio](https://docs.python.org/3/library/asyncio.html). Since `open()` is blocking, there is a disadvantage that you can not do any other work while IO is going on. `libaio` and `linux_aio` are non-blocking, but must be polled.\n\n\n### Results\n\n**It may differ from environment to environment.**\n\n#### Runtime\n\n- Unit: second\n\n| # of files \t|   1   \t|   6   \t|   12  \t|   24  \t|\n|:---------:\t|:-----:\t|:-----:\t|:-----:\t|:-----:\t|\n|  aiofiles \t| 1.681 \t| 3.318 \t| 5.354 \t| 9.768 \t|\n|  aiofile  \t| 1.543 \t| 1.958 \t| 2.493 \t| 3.737 \t|\n|   libaio  \t| 1.311 \t| 1.344 \t| 1.362 \t| 1.423 \t|\n|   open()  \t| 1.252 \t| 1.322 \t| 1.375 \t| 1.481 \t|\n| linux_aio \t| 1.305 \t| 1.327 \t| 1.353 \t| 1.431 \t|\n\n#### Threads\n\n| # of files \t|  1  \t|  6  \t|  12 \t|  24 \t|\n|:---------:\t|:---:\t|:---:\t|:---:\t|:---:\t|\n|  aiofiles \t| 321 \t| 321 \t| 321 \t| 321 \t|\n|  aiofile  \t|   3 \t|   8 \t|  15 \t|  26 \t|\n|   libaio  \t|   1 \t|   1 \t|   1 \t|   1 \t|\n|   open()  \t|   1 \t|   1 \t|   1 \t|   1 \t|\n| linux_aio \t|   1 \t|   1 \t|   1 \t|   1 \t|\n\n#### Memory\n\n- Physical memory (Virtual memory)\n\n| # of files \t|       1       \t|       6       \t|       12      \t|       24      \t|\n|:---------:\t|:--------------\t|:--------------\t|:--------------\t|:--------------\t|\n|  aiofiles \t| 21MB (22.6GB) \t| 21MB (22.6GB) \t| 21MB (22.6GB) \t| 21MB (22.6GB) \t|\n|  aiofile  \t|  17MB (258MB) \t|  17MB (654MB) \t| 17MB (1080MB) \t| 18MB (1949MB) \t|\n|   libaio  \t|   17MB (76MB) \t|   17MB (76MB) \t|   17MB (76MB) \t|   17MB (76MB) \t|\n|   open()  \t|   17MB (76MB) \t|   17MB (76MB) \t|   17MB (76MB) \t|   17MB (76MB) \t|\n| linux_aio \t|   17MB (76MB) \t|   17MB (76MB) \t|   17MB (76MB) \t|   17MB (76MB) \t|\n\n#### CPU Utilization\n\n| # of files \t|   1   \t|   6   \t|   12   \t|   24   \t|\n|:---------:\t|------:\t|------:\t|-------:\t|-------:\t|\n|  aiofiles \t| 42.8% \t| 85.0% \t| 102.2% \t| 113.2% \t|\n|  aiofile  \t| 31.4% \t| 52.4% \t|  67.0% \t|  84.0% \t|\n|   libaio  \t| 14.0% \t| 16.0% \t|  17.2% \t|  20.6% \t|\n|   open()  \t| 13.4% \t| 17.6% \t|  21.0% \t|  26.2% \t|\n| linux_aio \t| 13.0% \t| 15.0% \t|  16.0% \t|  21.0% \t|\n\n",
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