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            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3 :: Only",
            "Topic :: Software Development :: Libraries :: Python Modules"
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        "description": "# Validr\n\n[![travis-ci](https://api.travis-ci.org/guyskk/validr.svg)](https://travis-ci.org/guyskk/validr) [![codecov](https://codecov.io/gh/guyskk/validr/branch/master/graph/badge.svg)](https://codecov.io/gh/guyskk/validr)\n\nA simple, fast, extensible python library for data validation.\n\n- Simple and readable schema\n- 10X faster than [jsonschema](https://github.com/Julian/jsonschema),\n  40X faster than [schematics](https://github.com/schematics/schematics)\n- Can validate and serialize any object\n- Easy to create custom validators\n- Accurate and friendly error messages\n\n\u7b80\u5355\uff0c\u5feb\u901f\uff0c\u53ef\u62d3\u5c55\u7684\u6570\u636e\u6821\u9a8c\u5e93\u3002\n\n- \u7b80\u6d01\uff0c\u6613\u8bfb\u7684 Schema\n- \u6bd4 [jsonschema](https://github.com/Julian/jsonschema) \u5feb 10 \u500d\uff0c\u6bd4 [schematics](https://github.com/schematics/schematics) \u5feb 40 \u500d\n- \u80fd\u591f\u6821\u9a8c&\u5e8f\u5217\u5316\u4efb\u610f\u7c7b\u578b\u5bf9\u8c61\n- \u6613\u4e8e\u62d3\u5c55\u81ea\u5b9a\u4e49\u6821\u9a8c\u5668\n- \u51c6\u786e\u53cb\u597d\u7684\u9519\u8bef\u63d0\u793a\n\n## Overview\n\n```python\nfrom validr import T, modelclass, asdict\n\n@modelclass\nclass Model:\n    \"\"\"Base Model\"\"\"\n\nclass Person(Model):\n    name=T.str.maxlen(16).desc('at most 16 chars')\n    website=T.url.optional.desc('website is optional')\n\nguyskk = Person(name='guyskk', website='https://github.com/guyskk')\nprint(asdict(guyskk))\n```\n\n## Install\n\nNote: Only support python 3.4+\n\n    pip install validr\n\n## Document\n\nhttps://github.com/guyskk/validr/wiki\n\n## Performance\n\nbenchmark result in Travis-CI:\n\n```\n--------------------------timeits---------------------------\n  voluptuous:default             10000 loops cost 0.368s\n      schema:default              1000 loops cost 0.318s\n        json:loads-dumps        100000 loops cost 1.380s\n      validr:default            100000 loops cost 0.719s\n      validr:model              100000 loops cost 1.676s\n  jsonschema:draft3              10000 loops cost 0.822s\n  jsonschema:draft4              10000 loops cost 0.785s\n  schematics:default              1000 loops cost 0.792s\n---------------------------scores---------------------------\n  voluptuous:default               375\n      schema:default                43\n        json:loads-dumps          1000\n      validr:default              1918\n      validr:model                 823\n  jsonschema:draft3                168\n  jsonschema:draft4                176\n  schematics:default                17\n```\n\n## Develop\n\nValidr is implemented by [Cython](http://cython.org/) since v0.14.0, it's 5X\nfaster than original pure python implemented.\n\n**setup**:\n\nIt's better to use [virtualenv](https://virtualenv.pypa.io/en/stable/) or\nsimilar tools to create isolated Python environment for develop.  \n\nAfter that, install dependencys:\n\n```\n./bootstrap.sh\n```\n\n**build, test and benchmark**:\n\n```\ninv build\ninv test\ninv benchmark\n```\n\n## License\n\nAnti-996 License",
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