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    "info": {
        "author": "Son Nguyen Thanh",
        "author_email": "thanhson16198@gmail.com",
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        "classifiers": [
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3"
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        "description": "# better_profanity\n*Blazingly fast cleaning swear words (and their leetspeak) in strings*\n\n[![release](https://img.shields.io/badge/dynamic/json.svg?label=release&url=https%3A%2F%2Fpypi.org%2Fpypi%2Fbetter-profanity%2Fjson&query=%24.info.version&colorB=blue)](https://github.com/snguyenthanh/better_profanity/releases/latest)\n[![Build Status](https://travis-ci.com/snguyenthanh/better_profanity.svg?branch=master)](https://travis-ci.com/snguyenthanh/better_profanity)\n![python](https://img.shields.io/badge/python-3-blue.svg)\n[![license](https://img.shields.io/github/license/mashape/apistatus.svg?style=popout)](https://github.com/snguyenthanh/better_profanity/blob/master/LICENSE)\n\n\nInspired from package [profanity](https://github.com/ben174/profanity) of [Ben Friedland](https://github.com/ben174), this library is significantly faster than the original one, by using string comparison instead of regex.\n\nIt supports [modified spellings](https://en.wikipedia.org/wiki/Leet) (such as `p0rn`, `h4NDjob`, `handj0b` and `b*tCh`).\n\n## Requirements\nThis package only works with `Python 3`.\n\n## Installation\n```\n$ pip install better_profanity\n```\n\n## Unicode characters\n\nOnly Unicode characters from categories `Ll`, `Lu`, `Mc` and `Mn` are added. More on Unicode categories can be found [here][unicode category link].\n\n[unicode category link]: https://en.wikipedia.org/wiki/Template:General_Category_(Unicode)\n\nNot all languages are supported yet, such as *Chinese*.\n\n## Wordlist\nMost of the words in the default [wordlist](./better_profanity/profanity_wordlist.txt) are referred from [Full List of Bad Words and Top Swear Words Banned by Google](https://github.com/RobertJGabriel/Google-profanity-words).\n\nThe wordlist contains a total of __106,992 words__, including 317 words from the default [profanity_wordlist.txt](./better_profanity/profanity_wordlist.txt) and their variants by modified spellings.\n\nIts total size in memory is 10.49+MB.\n\n## Usage\nIt is highly recommended to call `profanity.load_censor_words()` at initialization, to reduce the runtime for the first `profanity.censor()` call.\n\n```\nfrom better_profanity import profanity\n\nif __name__ == \"__main__\":\n    profanity.load_censor_words()\n\n    text = \"You p1ec3 of sHit.\"\n    censored_text = profanity.censor(text)\n    print(censored_text)\n    # You **** of ****.\n```\n\nAll modified spellings of words in [profanity_wordlist.txt](./better_profanity/profanity_wordlist.txt) will be generated. For example, the word `handjob` would be loaded into:\n\n```\n'handjob', 'handj*b', 'handj0b', 'handj@b', 'h@ndjob', 'h@ndj*b', 'h@ndj0b', 'h@ndj@b',\n'h*ndjob', 'h*ndj*b', 'h*ndj0b', 'h*ndj@b', 'h4ndjob', 'h4ndj*b', 'h4ndj0b', 'h4ndj@b'\n```\n\nThe full mapping of the library can be found in [profanity.py](./better_profanity/profanity.py#L9-L18).\n\n### 1. Censor swear words from a text\nBy default, `profanity` replaces each swear words with 4 asterisks `****`.\n\n```\nfrom better_profanity import profanity\n\nif __name__ == \"__main__\":\n    text = \"You p1ec3 of sHit.\"\n\n    censored_text = profanity.censor(text)\n    print(censored_text)\n    # You **** of ****.\n```\n\n### 2. Censor doesn't care about word dividers\nThe function `.censor()` also hide words separated not just by an empty space ` ` but also other dividers, such as `_`, `,` and `.`. Except for `@, $, *, \", '`.\n\n```\nfrom better_profanity import profanity\n\nif __name__ == \"__main__\":\n    text = \"...sh1t...hello_cat_fuck,,,,123\"\n\n    censored_text = profanity.censor(text)\n    print(censored_text)\n    # \"...****...hello_cat_****,,,,123\"\n```\n\n### 3. Censor swear words with custom character\n4 instances of the character in second parameter in `.censor()` will be used to replace the swear words.\n\n```\nfrom better_profanity import profanity\n\nif __name__ == \"__main__\":\n    text = \"You p1ec3 of sHit.\"\n\n    censored_text = profanity.censor(text, '-')\n    print(censored_text)\n    # You ---- of ----.\n```\n\n### 4. Check if the string contains any swear words\nFunction `.contains_profanity()` return `True` if any words in the given string has a word existing in the wordlist.\n\n```\nfrom better_profanity import profanity\n\nif __name__ == \"__main__\":\n    dirty_text = \"That l3sbi4n did a very good H4ndjob.\"\n\n    profanity.contains_profanity(dirty_text)\n    # True\n```\n\n### 5. Censor swear words with a custom wordlist\nFunction `.load_censor_words()` takes a `List` of strings as censored words.\nThe provided list will replace the default wordlist.\n\n```\nfrom better_profanity import profanity\n\nif __name__ == \"__main__\":\n    custom_badwords = ['happy', 'jolly', 'merry']\n    profanity.load_censor_words(custom_badwords)\n\n    print(profanity.contains_profanity(\"Fuck you!\"))\n    # Fuck you\n\n    print(profanity.contains_profanity(\"Have a merry day! :)\"))\n    # Have a **** day! :)\n```\n\n### 6. Use both default and your custom wordlist\n```\nfrom better_profanity import profanity\n\nif __name__ == \"__main__\":\n    custom_badwords = ['happy', 'jolly', 'merry']\n    profanity.add_censor_words(custom_badwords)\n\n    print(profanity.contains_profanity(\"Happy you, fuck!\"))\n    # **** you, ****!\n```\n\n\n### 7. Censor Unicode characters\nNo extra steps needed!\n\n```\nfrom better_profanity import profanity\n\nif __name__ == \"__main__\":\n    bad_text = \"\u042d\u0444\u0444\u0435\u043a\u0442\u0438\u0301\u0432\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0442\u0438\u0432\u043e\u044f\u0301\u0434\u0438\u044f \u043e\u0442 \u044f\u0301\u0434\u0430 \u0444\u0443\u0301\u0433\u0443 \u043d\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0301\u0435\u0442 \u0434\u043e \u0441\u0438\u0445 \u043f\u043e\u0440\"\n    profanity.load_censor_words([\"\u043f\u0440\u043e\u0442\u0438\u0432\u043e\u044f\u0301\u0434\u0438\u044f\"])\n\n    censored_text = profanity.censor(text)\n    print(censored_text)\n    # \u042d\u0444\u0444\u0435\u043a\u0442\u0438\u0301\u0432\u043d\u043e\u0433\u043e **** \u043e\u0442 \u044f\u0301\u0434\u0430 \u0444\u0443\u0301\u0433\u0443 \u043d\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0301\u0435\u0442 \u0434\u043e \u0441\u0438\u0445 \u043f\u043e\u0440\n```\n\n## Limitations\n\n1. As the library compares each word by characters, the censor could easily be bypassed by adding any character(s) to the word:\n\n```\nprofanity.censor('I just have sexx')\n# returns 'I just have sexx'\n\nprofanity.censor('jerkk off')\n# returns 'jerkk off'\n```\n\n2. Any word in [wordlist](https://github.com/snguyenthanh/better_profanity/blob/master/better_profanity/profanity_wordlist.txt) that have non-space separators cannot be recognised, such as `s & m`, and therefore, it won't be filtered out. This problem was raised in [#5](https://github.com/snguyenthanh/better_profanity/issues/5).\n\n## Testing\n```\n$ python tests.py\n```\n\n## Versions\n\n- [v0.5.0](https://github.com/snguyenthanh/better_profanity/releases/tag/0.5.0) - Add the capability to add to the word list rather than replace it. #8\n- [v0.4.0](https://github.com/snguyenthanh/better_profanity/releases/tag/0.4.0) - Add compatibility to all versions of Python 3.\n- [v0.3.4](https://github.com/snguyenthanh/better_profanity/releases/tag/0.3.4) - Add significantly more swear words.\n- [v0.3.3](https://github.com/snguyenthanh/better_profanity/releases/tag/0.3.3) - Fix incompatibility with Python 3.5.\n- [v0.3.2](https://github.com/snguyenthanh/better_profanity/releases/tag/0.3.2) - Fix a typo in documentation.\n- [v0.3.1](https://github.com/snguyenthanh/better_profanity/releases/tag/0.3.1) - Remove unused dependencies.\n- [v0.3.0](https://github.com/snguyenthanh/better_profanity/releases/tag/0.3.0) - Add support for Unicode characters (Categories: Ll, Lu, Mc and Mn) [#2](https://github.com/snguyenthanh/better_profanity/pull/2).\n- [v0.2.0](https://github.com/snguyenthanh/better_profanity/releases/tag/0.2) - Bug fix + faster censoring\n- [v0.1.0](https://github.com/snguyenthanh/better_profanity/releases/tag/v0.1) - Initial release\n\n## Contributing\nPlease read [CONTRIBUTING.md](./CONTRIBUTING.md) for details on our code of conduct, and the process for submitting pull requests to us.\n\n## License\nThis project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details\n\n## Special thanks to\n- [Andrew Grinevich](https://github.com/Derfirm) - Add support for Unicode characters.\n\n## Acknowledgments\n- [Ben Friedland](https://github.com/ben174) - For the inspiring package [profanity](https://github.com/ben174/profanity).\n\n\n",
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