{
    "info": {
        "author": "Alexander Grechin",
        "author_email": "infinum@mail.ru",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Environment :: Console",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: BSD License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Topic :: Software Development",
            "Topic :: Utilities"
        ],
        "description": "====================================\nYandex-tank input/output file parser\n====================================\n\n.. image:: https://travis-ci.org/travis-ci/travis-web.svg?branch=master\n    :target: https://travis-ci.org/travis-ci/travis-web\n\n.. image:: https://codecov.io/gh/gaainf/tanktools/branch/master/graph/badge.svg\n    :target: https://codecov.io/gh/gaainf/tanktools/\n\n.. image:: https://img.shields.io/badge/python-2.7-blue.svg\n    :target: https://www.python.org/downloads/release/python-270/\n\n.. image:: https://img.shields.io/badge/python-3.5-blue.svg\n    :target: https://www.python.org/downloads/release/python-350/\n\n.. image:: https://img.shields.io/badge/python-3.6-blue.svg\n    :target: https://www.python.org/downloads/release/python-360/\n\n.. image:: https://img.shields.io/pypi/l/tanktools.svg\n    :target: https://github.com/gaainf/tanktools/blob/master/LICENSE\n\n\nYandex-tank prepare `phout` file with statistics after load testing.\n**tanktools** module helps to parse such files and convert to DataFrame.\nYou can use **pandas** module in manual mode to handle DataFrame\nor use build-in functions.\n\nGenerate Yandex-tank ammo from pcap or har files using `pcap2ammo`\nor `har2ammo` scrips. HTTP requests are extracted completely\nwith headers and body.\n\nSo you can:\n\n- calc quantiles\n\n- get information about timings, latency, status codes\n\n- extract requests by timestamp, tag and other columns\n\n- group and analyze specific data like total/partial RPS,\n  average request/response size\n\n- calc statistical metrics\n\n- convert pcap file to ammo\n\n- convert har file to ammo\n\n- filter out and modify requests on ammo generating\n\n\n************\nInstallation\n************\n.. code:: python\n\n    pip install tanktools\n\n********\nExamples\n********\n\nSelect DataFrame by timestamp\n*****************************\n\nIt is possible to parse a part of staistics by time and overal count\n\n.. code:: python\n\n    from tanktools import phout\n    flags = {\n        'from_date': '2018-01-18 20:09:50.123',\n        'to_date'  : '2018-01-18 20:10:00.456',\n        'limit': 100\n    }\n    data = phout.parse_phout('phout.log', flags)\n    print(\"Total count: %d\" % phout.size(data))\n\n.. code::\n\n    Total count: 100\n\nPrint percentiles\n*****************\n.. code:: python\n\n        data = phout.parse_phout('phout.log')\n        phout.print_quantiles(data, 'receive_time')\n\n.. code::\n\n    Percentiles for 150030 requests\n        from 2018-01-18 20:09:42.983\n        to   2018-01-18 20:10:55.108:\n    quantile (%)  receive_time (mks)\n            10.0                   9\n            20.0                   9\n            30.0                  10\n            40.0                  10\n            50.0                  10\n            60.0                  10\n            70.0                  11\n            80.0                  12\n            90.0                  13\n            95.0                  14\n            98.0                  16\n            99.0                  17\n            100.0                 716\n\n\n.. note::\n\n    Pay attention, timings are calculated in microseconds.\n\nPrint latency median\n************************\n\n.. code:: python\n\n    data = phout.parse_phout('phout.log')\n    # Convert and print timing in milliseconds\n    print(\"\\n\\nLatency median: %d ms\" % int(data.latency.median() / 1000))\n\n.. code::\n\n    Latency median: 30 ms\n\nGet RPS\n*******\n\n.. code:: python\n\n    data = phout.parse_phout('phout.log')\n    rps = phout.get_rps(data)\n\nPrint HTTP response statistics\n*******************************\n\n.. code:: python\n\n    data = phout.parse_phout('phout.log')\n    phout.print_http_reponses(data)\n\n.. code::\n\n    HTTP code   count  percent (%)\n         500   83429        56.38\n         200   61558        41.60\n         502    2944         1.99\n           0      41         0.03\n\nSelect 200 OK responses and print latency median\n************************************************\n\n.. code:: python\n\n    data = phout.parse_phout('phout.log')\n    selected_http_responses = data[data.proto_code == 200]\n    print(\"Latency median for 200 OK: %d\" %\n          selected_http_responses.latency.median())\n\n.. code::\n\n    Latency median for 200 OK: 3539\n\nPrint average request/response size\n***********************************\n\n.. code:: python\n\n    print(\"Avg. Request / Response: %d / %d bytes\" % (\n        data.size_in.astype(float).mean(),\n        data.size_out.astype(float).mean()\n    ))\n\n.. code::\n\n    Avg. Request / Response: 364 / 26697 bytes\n\n.. note::\n\n    Pay attention it is required to convert data to float for correct work of ``mean`` function\n\nPrint RPS at Nth request\n************************\n\n.. code:: python\n\n    print(\"RPS at request:\")\n    chunk_size = int(phout.size(data) / 2)\n    for start in range(0, phout.size(data), chunk_size):\n        data_subset = phout.subset(data, start, chunk_size)\n        print(\"\\t%s: %.2f\" %\n              (start + chunk_size, phout.get_rps(data_subset)))\n\n.. code::\n\n    RPS at request:\n        73986: 2062.50\n        147972: 2530.56\n\n\n*********\npcap2ammo\n*********\n\nConvert pcap file to Yandex-tank ammo\n*************************************\n\n.. code:: bash\n\n    pcap2ammo file.pcap\n\n.. code::\n\n    73\n    GET https://rambler.ru/ HTTP/1.1\\r\\n\n    Host: rambler.ru\\r\\n\n    Content-Length: 0\\r\\n\\r\\n\n\nCount statistics about HTTP requests\n***************************************\n\n.. code:: bash\n\n    pcap2ammo -S file.pcap\n\n    Stats:\n        total: 1\n        complete: 1\n        incorrect: 0\n        incomplete: 0\n\nPrint to file\n*************************************\n\n.. code:: bash\n\n    pcap2ammo -o out.ammo file.pcap\n\nAdd or delete headers\n*********************\nApplyed for all requests, containing specified headers\n\n.. code:: bash\n\n    pcap2ammo --add-header 'Referer: http://domain.com' --add-header 'X-Ip: 1.1.1.1' file.pcap\n\n.. code:: bash\n\n    pcap2ammo --delete-header 'Content-Length' file.pcap\n    pcap2ammo --delete-header 'Connection' --add-header 'Connection: keep-alive' file.pcap\n\nFilter TCP/IP packets\n*********************\n\n.. code:: bash\n\n    pcap2ammo -f 'ip.src==10.10.10.10 and tcp.dport==8080' file.pcap\n\nFilter HTTP packets\n*********************\n\n.. code:: bash\n\n    pcap2ammo -F '\"rambler.ru\" in http.uri' file.pcap\n\nYou can use logical expressions in filters\n\n.. code:: bash\n\n    pcap2ammo -F '\"keep-alive\" in http.headers[\"connection\"] or \"Keep-alive\" in http.headers[\"connection\"]' file.pcap\n\nString functions over HTTP headers\n\n.. code:: bash\n\n    pcap2ammo -F '\"keep-alive\" in http.headers[\"connection\"].lower()' file.pcap\n\nUse excluding filters also\n\n.. code:: bash\n\n    pcap2ammo -F '\"rambler.ru\" != http.headers[\"host\"]' file.pcap\n\n*********\nhar2ammo\n*********\n\nConvert pcap file to Yandex-tank ammo\n*************************************\n\n.. code:: bash\n\n    har2ammo file.har\n\n.. code::\n\n    73\n    GET https://rambler.ru/ HTTP/1.1\\r\\n\n    Host: rambler.ru\\r\\n\n    Content-Length: 0\\r\\n\\r\\n\n\nCount statistics about HTTP requests\n***************************************\n\n.. code:: bash\n\n    har2ammo -S file.har\n\n    Stats:\n        total: 1\n        complete: 1\n        incorrect: 0\n        incomplete: 0\n\nPrint to file\n*************************************\n\n.. code:: bash\n\n    har2ammo -o out.ammo file.har\n\nAdd or delete headers\n*********************\nApplyed for all requests, containing specified headers\n\n.. code:: bash\n\n    har2ammo --add-header 'Referer: http://domain.com' --add-header 'X-Ip: 1.1.1.1' file.har\n\n.. code:: bash\n\n    har2ammo --delete-header 'Content-Length' file.har\n    har2ammo --delete-header 'Connection' --add-header 'Connection: keep-alive' file.har\n\nFilter HTTP packets\n*********************\n\n.. code:: bash\n\n    har2ammo -F '\"rambler.ru\" in http.uri' file.har\n\nYou can use logical expressions and python functions in filters\n\n.. code:: bash\n\n    har2ammo -F '\"keep-alive\" in http.headers[\"connection\"] or \"Keep-alive\" in http.headers[\"connection\"]' file.har\n    har2ammo -F '\"keep-alive\" not in http.headers[\"connection\"].lower()' file.har\n\nPlease, see more information about filters in `pcaper <https://github.com/gaainf/pcaper/>`_ package description.\n\n\n",
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