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    "info": {
        "author": "Sumer Cip",
        "author_email": "sumerc@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3.3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: Implementation :: CPython",
            "Topic :: Software Development :: Libraries",
            "Topic :: Software Development :: Libraries :: Python Modules"
        ],
        "description": "![Logo](https://i.imgur.com/xxmgGmn.png)\n# Yappi\n**Y**et **A**nother **P**ython **P**rof**i**ler, but this time support Multithread/CPU time profiling.\n\n[![Build Status](https://www.travis-ci.org/sumerc/yappi.svg?branch=master)](https://www.travis-ci.org/sumerc/yappi)\n![](https://img.shields.io/pypi/v/yappi.svg)\n![](https://img.shields.io/pypi/dw/yappi.svg)\n![](https://img.shields.io/pypi/pyversions/yappi.svg)\n![](https://img.shields.io/github/last-commit/sumerc/yappi.svg)\n![](https://img.shields.io/github/license/sumerc/yappi.svg)\n\n\n## Motivation\n\nCPython standard distribution comes with three profilers. `cProfile`, `Profile` and `hotshot`. \n`cProfile` is implemented as a C module based on `lsprof`, `Profile` is in pure Python and \n`hotshot` can be seen as a small subset of a cProfile. \n\n*The major issue is that all of these profilers lack support for multi-threaded programs and CPU time.*\n\nIf you want to profile a  multi-threaded application, you must give an entry point to these profilers and then maybe merge \nthe outputs. None of these profilers are designed to work on long-running multi-threaded application.It is impossible to profile an application retrieve the statistics then stop and then start later on the fly (without affecting the profiled\napplication). \n\n## Highlights\n\n- Profiler can\u00a0be\u00a0started/stopped\u00a0at\u00a0any\u00a0time\u00a0from\u00a0any\u00a0thread\u00a0in\u00a0the\u00a0application.\n- Profile\u00a0statistics\u00a0can\u00a0be\u00a0obtained\u00a0from\u00a0any\u00a0thread\u00a0at\u00a0any\u00a0time.\n- Profile\u00a0statistics\u00a0can show actual [CPU Time](http://en.wikipedia.org/wiki/CPU_time) used instead of Wall time.\n- \"Profiler pollution\" (effect\u00a0on\u00a0the\u00a0application\u00a0run-time)\u00a0is\u00a0very\u00a0minimal.\n\n## Installation\n\nCan be installed via PyPI\n\n```\n$ pip install yappi\n```\n\nOR from the source directly.\n\n```\n$ pip install git+https://github.com/sumerc/yappi#egg=yappi\n```\n\n## Documentation\n\n- [Introduction](doc/introduction.md)\n- [Clock Types](doc/clock_types.md)\n- [API](doc/api.md)\n- [THANKS](THANKS.md)\n\n## Features\n- Profiler\u00a0results\u00a0can\u00a0be\u00a0saved\u00a0in\u00a0[callgrind](http://valgrind.org/docs/manual/cl-format.html)\u00a0or\u00a0[pstat](http://docs.python.org/3.4/library/profile.html#pstats.Stats)\u00a0formats.\u00a0(*new\u00a0in\u00a00.82*)\n- Profiler\u00a0results\u00a0can\u00a0be\u00a0merged\u00a0from\u00a0different\u00a0sessions\u00a0on-the-fly.\u00a0(*new\u00a0in\u00a00.82*)\n- Profiler\u00a0results\u00a0can\u00a0be\u00a0easily\u00a0converted\u00a0to\u00a0pstats.\u00a0(*new\u00a0in\u00a00.82*)\n- Profiling\u00a0of\u00a0multithreaded\u00a0Python\u00a0applications\u00a0transparently.\n- Supports\u00a0profiling\u00a0per-thread\u00a0[CPU time](http://en.wikipedia.org/wiki/CPU_time) (*new\u00a0in\u00a00.62*)\n- Profiler\u00a0can\u00a0be\u00a0started\u00a0from\u00a0any\u00a0thread\u00a0at\u00a0any\u00a0time.\n- Ability\u00a0to\u00a0get\u00a0statistics\u00a0at\u00a0any\u00a0time\u00a0without\u00a0even\u00a0stopping\u00a0the\u00a0profiler.\n- Various\u00a0flags\u00a0to\u00a0arrange/sort\u00a0profiler\u00a0results.\n- Supports\u00a0Python\u00a0>= 2.7.x\n\n## Limitations:\n* Threads must be derived from \"threading\" module's Thread object.\n\n## Talks\n\n- Python Performance Profiling: The Guts And The Glory\n\n  [![Youtube link](https://img.youtube.com/vi/BOKcZjI5zME/0.jpg)](https://www.youtube.com/watch?v=BOKcZjI5zME)\n\n## PyCharm Integration\n\nYappi is the default profiler in `PyCharm`. If you have Yappi installed, `PyCharm` will use it. See [the official](https://www.jetbrains.com/help/pycharm/profiler.html) documentation for more details.\n\n",
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        "license": "MIT",
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        "name": "yappi",
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