{
    "info": {
        "author": "Vikash Singh",
        "author_email": "vikash.duliajan@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6"
        ],
        "description": "=========\nFlashText\n=========\n\n.. image:: https://api.travis-ci.org/vi3k6i5/flashtext.svg?branch=master\n   :target: https://travis-ci.org/vi3k6i5/flashtext\n   :alt: Build Status\n\n.. image:: https://readthedocs.org/projects/flashtext/badge/?version=latest\n   :target: http://flashtext.readthedocs.io/en/latest/?badge=latest\n   :alt: Documentation Status\n\n.. image:: https://badge.fury.io/py/flashtext.svg\n   :target: https://badge.fury.io/py/flashtext\n   :alt: Version\n\n.. image:: https://coveralls.io/repos/github/vi3k6i5/flashtext/badge.svg?branch=master\n   :target: https://coveralls.io/github/vi3k6i5/flashtext?branch=master\n   :alt: Test coverage\n\n.. image:: https://img.shields.io/github/license/mashape/apistatus.svg?maxAge=2592000\n   :target: https://github.com/vi3k6i5/flashtext/blob/master/LICENSE\n   :alt: license\n\n\nThis module can be used to replace keywords in sentences or extract keywords from sentences. It is based on the `FlashText algorithm <https://arxiv.org/abs/1711.00046>`_.\n\n\nInstallation\n------------\n::\n\n    $ pip install flashtext\n\n\nAPI doc\n-------\n\nDocumentation can be found at `FlashText Read the Docs\n<http://flashtext.readthedocs.io/>`_.\n\n\nUsage\n-----\nExtract keywords\n    >>> from flashtext import KeywordProcessor\n    >>> keyword_processor = KeywordProcessor()\n    >>> # keyword_processor.add_keyword(<unclean name>, <standardised name>)\n    >>> keyword_processor.add_keyword('Big Apple', 'New York')\n    >>> keyword_processor.add_keyword('Bay Area')\n    >>> keywords_found = keyword_processor.extract_keywords('I love Big Apple and Bay Area.')\n    >>> keywords_found\n    >>> # ['New York', 'Bay Area']\n\nReplace keywords\n    >>> keyword_processor.add_keyword('New Delhi', 'NCR region')\n    >>> new_sentence = keyword_processor.replace_keywords('I love Big Apple and new delhi.')\n    >>> new_sentence\n    >>> # 'I love New York and NCR region.'\n\nCase Sensitive example\n    >>> from flashtext import KeywordProcessor\n    >>> keyword_processor = KeywordProcessor(case_sensitive=True)\n    >>> keyword_processor.add_keyword('Big Apple', 'New York')\n    >>> keyword_processor.add_keyword('Bay Area')\n    >>> keywords_found = keyword_processor.extract_keywords('I love big Apple and Bay Area.')\n    >>> keywords_found\n    >>> # ['Bay Area']\n\nSpan of keywords extracted\n    >>> from flashtext import KeywordProcessor\n    >>> keyword_processor = KeywordProcessor()\n    >>> keyword_processor.add_keyword('Big Apple', 'New York')\n    >>> keyword_processor.add_keyword('Bay Area')\n    >>> keywords_found = keyword_processor.extract_keywords('I love big Apple and Bay Area.', span_info=True)\n    >>> keywords_found\n    >>> # [('New York', 7, 16), ('Bay Area', 21, 29)]\n\nGet Extra information with keywords extracted\n    >>> from flashtext import KeywordProcessor\n    >>> kp = KeywordProcessor()\n    >>> kp.add_keyword('Taj Mahal', ('Monument', 'Taj Mahal'))\n    >>> kp.add_keyword('Delhi', ('Location', 'Delhi'))\n    >>> kp.extract_keywords('Taj Mahal is in Delhi.')\n    >>> # [('Monument', 'Taj Mahal'), ('Location', 'Delhi')]\n    >>> # NOTE: replace_keywords feature won't work with this.\n\nNo clean name for Keywords\n    >>> from flashtext import KeywordProcessor\n    >>> keyword_processor = KeywordProcessor()\n    >>> keyword_processor.add_keyword('Big Apple')\n    >>> keyword_processor.add_keyword('Bay Area')\n    >>> keywords_found = keyword_processor.extract_keywords('I love big Apple and Bay Area.')\n    >>> keywords_found\n    >>> # ['Big Apple', 'Bay Area']\n\nAdd Multiple Keywords simultaneously\n    >>> from flashtext import KeywordProcessor\n    >>> keyword_processor = KeywordProcessor()\n    >>> keyword_dict = {\n    >>>     \"java\": [\"java_2e\", \"java programing\"],\n    >>>     \"product management\": [\"PM\", \"product manager\"]\n    >>> }\n    >>> # {'clean_name': ['list of unclean names']}\n    >>> keyword_processor.add_keywords_from_dict(keyword_dict)\n    >>> # Or add keywords from a list:\n    >>> keyword_processor.add_keywords_from_list([\"java\", \"python\"])\n    >>> keyword_processor.extract_keywords('I am a product manager for a java_2e platform')\n    >>> # output ['product management', 'java']\n\nTo Remove keywords\n    >>> from flashtext import KeywordProcessor\n    >>> keyword_processor = KeywordProcessor()\n    >>> keyword_dict = {\n    >>>     \"java\": [\"java_2e\", \"java programing\"],\n    >>>     \"product management\": [\"PM\", \"product manager\"]\n    >>> }\n    >>> keyword_processor.add_keywords_from_dict(keyword_dict)\n    >>> print(keyword_processor.extract_keywords('I am a product manager for a java_2e platform'))\n    >>> # output ['product management', 'java']\n    >>> keyword_processor.remove_keyword('java_2e')\n    >>> # you can also remove keywords from a list/ dictionary\n    >>> keyword_processor.remove_keywords_from_dict({\"product management\": [\"PM\"]})\n    >>> keyword_processor.remove_keywords_from_list([\"java programing\"])\n    >>> keyword_processor.extract_keywords('I am a product manager for a java_2e platform')\n    >>> # output ['product management']\n\nTo check Number of terms in KeywordProcessor\n    >>> from flashtext import KeywordProcessor\n    >>> keyword_processor = KeywordProcessor()\n    >>> keyword_dict = {\n    >>>     \"java\": [\"java_2e\", \"java programing\"],\n    >>>     \"product management\": [\"PM\", \"product manager\"]\n    >>> }\n    >>> keyword_processor.add_keywords_from_dict(keyword_dict)\n    >>> print(len(keyword_processor))\n    >>> # output 4\n\nTo check if term is present in KeywordProcessor\n    >>> from flashtext import KeywordProcessor\n    >>> keyword_processor = KeywordProcessor()\n    >>> keyword_processor.add_keyword('j2ee', 'Java')\n    >>> 'j2ee' in keyword_processor\n    >>> # output: True\n    >>> keyword_processor.get_keyword('j2ee')\n    >>> # output: Java\n    >>> keyword_processor['colour'] = 'color'\n    >>> keyword_processor['colour']\n    >>> # output: color\n\nGet all keywords in dictionary\n    >>> from flashtext import KeywordProcessor\n    >>> keyword_processor = KeywordProcessor()\n    >>> keyword_processor.add_keyword('j2ee', 'Java')\n    >>> keyword_processor.add_keyword('colour', 'color')\n    >>> keyword_processor.get_all_keywords()\n    >>> # output: {'colour': 'color', 'j2ee': 'Java'}\n\nFor detecting Word Boundary currently any character other than this `\\\\w` `[A-Za-z0-9_]` is considered a word boundary.\n\nTo set or add characters as part of word characters\n    >>> from flashtext import KeywordProcessor\n    >>> keyword_processor = KeywordProcessor()\n    >>> keyword_processor.add_keyword('Big Apple')\n    >>> print(keyword_processor.extract_keywords('I love Big Apple/Bay Area.'))\n    >>> # ['Big Apple']\n    >>> keyword_processor.add_non_word_boundary('/')\n    >>> print(keyword_processor.extract_keywords('I love Big Apple/Bay Area.'))\n    >>> # []\n\n\nTest\n----\n::\n\n    $ git clone https://github.com/vi3k6i5/flashtext\n    $ cd flashtext\n    $ pip install pytest\n    $ python setup.py test\n\n\nBuild Docs\n----------\n::\n\n    $ git clone https://github.com/vi3k6i5/flashtext\n    $ cd flashtext/docs\n    $ pip install sphinx\n    $ make html\n    $ # open _build/html/index.html in browser to view it locally\n\n\nWhy not Regex?\n--------------\n\nIt's a custom algorithm based on `Aho-Corasick algorithm\n<https://en.wikipedia.org/wiki/Aho%E2%80%93Corasick_algorithm>`_ and `Trie Dictionary\n<https://en.wikipedia.org/wiki/Trie Dictionary>`_.\n\n.. image:: https://github.com/vi3k6i5/flashtext/raw/master/benchmark.png\n   :target: https://twitter.com/RadimRehurek/status/904989624589803520\n   :alt: Benchmark\n\n\nTime taken by FlashText to find terms in comparison to Regex.\n\n.. image:: https://thepracticaldev.s3.amazonaws.com/i/xruf50n6z1r37ti8rd89.png\n\n\nTime taken by FlashText to replace terms in comparison to Regex.\n\n.. image:: https://thepracticaldev.s3.amazonaws.com/i/k44ghwp8o712dm58debj.png\n\nLink to code for benchmarking the `Find Feature <https://gist.github.com/vi3k6i5/604eefd92866d081cfa19f862224e4a0>`_ and `Replace Feature <https://gist.github.com/vi3k6i5/dc3335ee46ab9f650b19885e8ade6c7a>`_.\n\nThe idea for this library came from the following `StackOverflow question\n<https://stackoverflow.com/questions/44178449/regex-replace-is-taking-time-for-millions-of-documents-how-to-make-it-faster>`_.\n\n\nCitation\n----------\n\nThe original paper published on `FlashText algorithm <https://arxiv.org/abs/1711.00046>`_.\n\n::\n\n    @ARTICLE{2017arXiv171100046S,\n       author = {{Singh}, V.},\n        title = \"{Replace or Retrieve Keywords In Documents at Scale}\",\n      journal = {ArXiv e-prints},\n    archivePrefix = \"arXiv\",\n       eprint = {1711.00046},\n     primaryClass = \"cs.DS\",\n     keywords = {Computer Science - Data Structures and Algorithms},\n         year = 2017,\n        month = oct,\n       adsurl = {http://adsabs.harvard.edu/abs/2017arXiv171100046S},\n      adsnote = {Provided by the SAO/NASA Astrophysics Data System}\n    }\n\nThe article published on `Medium freeCodeCamp <https://medium.freecodecamp.org/regex-was-taking-5-days-flashtext-does-it-in-15-minutes-55f04411025f>`_.\n\n\nContribute\n----------\n\n- Issue Tracker: https://github.com/vi3k6i5/flashtext/issues\n- Source Code: https://github.com/vi3k6i5/flashtext/\n\n\nLicense\n-------\n\nThe project is licensed under the MIT license.",
        "description_content_type": null,
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "http://github.com/vi3k6i5/flashtext",
        "keywords": "",
        "license": "",
        "maintainer": "",
        "maintainer_email": "",
        "name": "flashtext",
        "package_url": "https://pypi.org/project/flashtext/",
        "platform": "any",
        "project_url": "https://pypi.org/project/flashtext/",
        "project_urls": {
            "Homepage": "http://github.com/vi3k6i5/flashtext"
        },
        "release_url": "https://pypi.org/project/flashtext/2.7/",
        "requires_dist": null,
        "requires_python": "",
        "summary": "Extract/Replaces keywords in sentences.",
        "version": "2.7"
    },
    "last_serial": 3586338,
    "releases": {
        "1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4d2242178df41241534ad49c69ddd7a3",
                    "sha256": "6d8560df1634cc4cd3d5263e0892197775343991f9f8ed85a604dc456e7dddeb"
                },
                "downloads": -1,
                "filename": "flashtext-1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "4d2242178df41241534ad49c69ddd7a3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5881,
                "upload_time": "2017-08-16T18:55:33",
                "url": "https://files.pythonhosted.org/packages/39/b6/bfaca1baff932792cb402b6c63cb85d778ed385c47ca2490c4239e4a737e/flashtext-1.0.tar.gz"
            }
        ],
        "1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f5b4778102754724a3e34f1fe6f57f27",
                    "sha256": "204428451425c9253b228f3830b96678c110a78fbd73199a91674160441c1d70"
                },
                "downloads": -1,
                "filename": "flashtext-1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "f5b4778102754724a3e34f1fe6f57f27",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5361,
                "upload_time": "2017-08-16T19:16:34",
                "url": "https://files.pythonhosted.org/packages/94/62/3598169f11d15e39a3e40d4213913f88e3ac598dc7c938b9ad29efc22f6c/flashtext-1.1.tar.gz"
            }
        ],
        "1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a0d7718b3aa64385694cf0c9c663ef0f",
                    "sha256": "7594808c5a1b8f12bbe71788c1dfa39483d0fdd69b707eca94c13f9ae727dce6"
                },
                "downloads": -1,
                "filename": "flashtext-1.2.tar.gz",
                "has_sig": false,
                "md5_digest": "a0d7718b3aa64385694cf0c9c663ef0f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5457,
                "upload_time": "2017-08-20T08:06:00",
                "url": "https://files.pythonhosted.org/packages/b3/db/67d04dd3a096f9eec13812cf71f4bbf3edc2f30e5558cd92f90303202b18/flashtext-1.2.tar.gz"
            }
        ],
        "1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "467f5fb4fba36e0b18ba4241f25a7883",
                    "sha256": "a2e6285eb9fb51dcf710e9ff9c3bc2ca74eb9ec096d744ba1ae8b76debe3e591"
                },
                "downloads": -1,
                "filename": "flashtext-1.3.tar.gz",
                "has_sig": false,
                "md5_digest": "467f5fb4fba36e0b18ba4241f25a7883",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5516,
                "upload_time": "2017-08-20T11:45:15",
                "url": "https://files.pythonhosted.org/packages/46/cd/7c9f12947d59cfe57d0038d6a74fe752287f5edd4b99ce763c4dc3b2bc57/flashtext-1.3.tar.gz"
            }
        ],
        "1.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b70d40668f59ca7a4ce5c71dc2260893",
                    "sha256": "261ffc5b9181e714061a06cda8d70029b835b3993fe3436d537468b0b0f247df"
                },
                "downloads": -1,
                "filename": "flashtext-1.4.tar.gz",
                "has_sig": false,
                "md5_digest": "b70d40668f59ca7a4ce5c71dc2260893",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6298,
                "upload_time": "2017-08-20T18:00:37",
                "url": "https://files.pythonhosted.org/packages/57/d3/1d6cebf7a237870166e1cd91af53acfb26f7c4dc45e9c7a9386cca1b51e4/flashtext-1.4.tar.gz"
            }
        ],
        "1.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2b8054a1e6f61aecaf5a3e4484bba2a1",
                    "sha256": "c119d312651e2fe5732c1ded25bf23e4e875519ac9b9445b3620fa0c958117f3"
                },
                "downloads": -1,
                "filename": "flashtext-1.5.tar.gz",
                "has_sig": false,
                "md5_digest": "2b8054a1e6f61aecaf5a3e4484bba2a1",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6693,
                "upload_time": "2017-08-20T18:49:11",
                "url": "https://files.pythonhosted.org/packages/a8/ee/86064e71b3996bbdd443729fdf519da9ed7853166ea54ce6e1bd4fd0b0d5/flashtext-1.5.tar.gz"
            }
        ],
        "1.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "54da71e7881dfbf3f859bf4496236d50",
                    "sha256": "2e06ef481dc6280352ff9a8f2149883e70a5dad10e75758335fe1fa998d706d6"
                },
                "downloads": -1,
                "filename": "flashtext-1.6.tar.gz",
                "has_sig": false,
                "md5_digest": "54da71e7881dfbf3f859bf4496236d50",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6877,
                "upload_time": "2017-08-22T09:28:26",
                "url": "https://files.pythonhosted.org/packages/a3/a9/b41f6a2b9dbfb666d039c87e3177a0d353de2ee6da7e89abed3c5ba06d9b/flashtext-1.6.tar.gz"
            }
        ],
        "1.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "5f5cda71b512cb9eb3f2e9d17abd298d",
                    "sha256": "422921a56bd021689c752ee56b6854f2dbf31c0155f35a7fc8f5433622eba2bb"
                },
                "downloads": -1,
                "filename": "flashtext-1.7.tar.gz",
                "has_sig": false,
                "md5_digest": "5f5cda71b512cb9eb3f2e9d17abd298d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6913,
                "upload_time": "2017-08-22T11:17:03",
                "url": "https://files.pythonhosted.org/packages/3a/45/5b2a20265c2d2c05742e0ca45f4b16f56f84171e43ec4aae19b8103cce51/flashtext-1.7.tar.gz"
            }
        ],
        "1.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c8c484038c379786fc5e7b5d52aa43e6",
                    "sha256": "71f5e95160e14abe86ff7498701b56172f713215a4dc294f407c57d1bef28e6c"
                },
                "downloads": -1,
                "filename": "flashtext-1.8.tar.gz",
                "has_sig": false,
                "md5_digest": "c8c484038c379786fc5e7b5d52aa43e6",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6989,
                "upload_time": "2017-09-08T10:24:57",
                "url": "https://files.pythonhosted.org/packages/34/8d/0e75916c674181bd1b6474d30866de74ced9bcb1736a62b0306cc30cf8f0/flashtext-1.8.tar.gz"
            }
        ],
        "1.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "733194dff238630dfa68841235bcd1c6",
                    "sha256": "d0ae246d2d4d4fa9ad429dafad6c45408ae97dafe900130a232f384c2f2144a1"
                },
                "downloads": -1,
                "filename": "flashtext-1.9.tar.gz",
                "has_sig": false,
                "md5_digest": "733194dff238630dfa68841235bcd1c6",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7167,
                "upload_time": "2017-09-12T15:45:07",
                "url": "https://files.pythonhosted.org/packages/9f/1d/633f293bad2e3ed474381e1f232e1241e6b2354a2dbdfbef7ec6ec03f3c1/flashtext-1.9.tar.gz"
            }
        ],
        "2.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c37c2fad7fafc1d63e2ce7fccbecf27b",
                    "sha256": "2e20c080849cbf9b4764f63913731e5b153836433c94d25f77618009ea2f4ad5"
                },
                "downloads": -1,
                "filename": "flashtext-2.0.tar.gz",
                "has_sig": false,
                "md5_digest": "c37c2fad7fafc1d63e2ce7fccbecf27b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7206,
                "upload_time": "2017-09-12T18:13:12",
                "url": "https://files.pythonhosted.org/packages/b3/c5/f82ec8beb14e7df2e0a06be29b5d7cff04dab515af591b2605bdea6b19ef/flashtext-2.0.tar.gz"
            }
        ],
        "2.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c55983e70ebab5fc64181950d03e3019",
                    "sha256": "aac14c2e946a4213b942fc78301f8d80eb2ed75ee984a5c2e63db726a4198279"
                },
                "downloads": -1,
                "filename": "flashtext-2.1.tar.gz",
                "has_sig": false,
                "md5_digest": "c55983e70ebab5fc64181950d03e3019",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8589,
                "upload_time": "2017-09-25T17:11:35",
                "url": "https://files.pythonhosted.org/packages/db/aa/88c5c2fc4afe2d3e272b65eaeb136d972095002ab7e8b1ee7711a8bbf7e2/flashtext-2.1.tar.gz"
            }
        ],
        "2.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "ce06d74cb1da3db5573f44d9ed531acb",
                    "sha256": "cec81b4eafbb3ec37b2d985b14dee64620f200e4295232169d904086144c746d"
                },
                "downloads": -1,
                "filename": "flashtext-2.2.tar.gz",
                "has_sig": false,
                "md5_digest": "ce06d74cb1da3db5573f44d9ed531acb",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8609,
                "upload_time": "2017-09-25T17:27:59",
                "url": "https://files.pythonhosted.org/packages/a6/c9/a8253e1296c2d3dd257e71ebdf7e03e675c9031f8bc8b3c785b588a9c74a/flashtext-2.2.tar.gz"
            }
        ],
        "2.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c8e679f74fdb99ec07c1e2380d7f6f85",
                    "sha256": "74527f51044a191539d4570083e56605a5cc319f01ff1530c41d4c0c0df24817"
                },
                "downloads": -1,
                "filename": "flashtext-2.3.tar.gz",
                "has_sig": false,
                "md5_digest": "c8e679f74fdb99ec07c1e2380d7f6f85",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 8774,
                "upload_time": "2017-10-27T12:29:11",
                "url": "https://files.pythonhosted.org/packages/8e/df/67c3a1c9e394a413edbdd6ace448229ef3f33ecae34c404db02844e3b154/flashtext-2.3.tar.gz"
            }
        ],
        "2.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a9794dfbafcc8d8ad6c0376df4daf1fb",
                    "sha256": "829c6d47c7786abc9654fef8587ce232cbee122bbde6bfc5c02a7e17b44d7dd7"
                },
                "downloads": -1,
                "filename": "flashtext-2.4.tar.gz",
                "has_sig": false,
                "md5_digest": "a9794dfbafcc8d8ad6c0376df4daf1fb",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 12981,
                "upload_time": "2017-11-19T18:26:26",
                "url": "https://files.pythonhosted.org/packages/56/88/d735c0ea70334aac2c8747eb5d6ebc192c2cca4c3bcacc0784427462dfc3/flashtext-2.4.tar.gz"
            }
        ],
        "2.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "86bb6cd6666abfdec126edce30b5a70a",
                    "sha256": "31be469e57a1153ddcd6c77dec88948d3ebfe2c2c219714a2eeddd10d287d76c"
                },
                "downloads": -1,
                "filename": "flashtext-2.5.tar.gz",
                "has_sig": false,
                "md5_digest": "86bb6cd6666abfdec126edce30b5a70a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 14066,
                "upload_time": "2017-11-21T18:49:57",
                "url": "https://files.pythonhosted.org/packages/9b/26/e481b4651dee5562395dfed6eebc83ebcba8b210d9d28a3a5feccd41ec90/flashtext-2.5.tar.gz"
            }
        ],
        "2.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8bcb07478000979b26bf665de16917f6",
                    "sha256": "09481973bcd4e4303ccb159fecf8894604acd93ffe97d7bb81b50d66dd40d5fe"
                },
                "downloads": -1,
                "filename": "flashtext-2.6.tar.gz",
                "has_sig": false,
                "md5_digest": "8bcb07478000979b26bf665de16917f6",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 14391,
                "upload_time": "2018-01-26T15:24:13",
                "url": "https://files.pythonhosted.org/packages/14/e2/45c2a4c874e65bfcc0afe73fa4648046289df753bb19dbe96d4b1ae7ab22/flashtext-2.6.tar.gz"
            }
        ],
        "2.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2a8b58110dffa7ddbc68751542c9e20e",
                    "sha256": "a1be2b93e09d4f0deee4aad72b91a7127b61fb8b8034ca9a9c78ea745d8b05cf"
                },
                "downloads": -1,
                "filename": "flashtext-2.7.tar.gz",
                "has_sig": false,
                "md5_digest": "2a8b58110dffa7ddbc68751542c9e20e",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 14536,
                "upload_time": "2018-02-16T05:24:17",
                "url": "https://files.pythonhosted.org/packages/81/d8/2cd0656eae456d615c2f1efbcae8dfca2cb871a31f34ba8925aba47d5e09/flashtext-2.7.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "2a8b58110dffa7ddbc68751542c9e20e",
                "sha256": "a1be2b93e09d4f0deee4aad72b91a7127b61fb8b8034ca9a9c78ea745d8b05cf"
            },
            "downloads": -1,
            "filename": "flashtext-2.7.tar.gz",
            "has_sig": false,
            "md5_digest": "2a8b58110dffa7ddbc68751542c9e20e",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 14536,
            "upload_time": "2018-02-16T05:24:17",
            "url": "https://files.pythonhosted.org/packages/81/d8/2cd0656eae456d615c2f1efbcae8dfca2cb871a31f34ba8925aba47d5e09/flashtext-2.7.tar.gz"
        }
    ]
}