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        "author": "Georgy Bazhukov",
        "author_email": "georgy.bazhukov@gmail.com",
        "bugtrack_url": null,
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            "Intended Audience :: Developers",
            "License :: OSI Approved :: BSD License",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: 3.8"
        ],
        "description": "pythonish-validator\n===================\n\n.. figure:: https://travis-ci.org/bugov/pythonish-validator.svg?branch=master\n\nData validation library for Python without complex schemas.\nIt's how you write Python code:\n\n\ud83d\udc0d Works with Python >= 3.7\n\n.. code:: python\n\n        from re import compile as regex\n        from pythonish_validator.common import Validator\n\n        validator = Validator({\n            'name': str,\n            'age': int,\n            'email': regex(r'^\\w+@\\w+.\\w{2,5}$')\n            'skills': [str]\n        })\n\n        validator.is_valid({\n            'name': 'Georgy',\n            'age': 29,\n            'email': 'bugov@cpan.org'\n            'skills': ['Python', 'Perl', 'C']\n        })\n\n\nWhat can be easier?\n\nInstall\n-------\n\n.. code:: bash\n\n        pip3 install pythonish-validator\n\nError messages\n--------------\n\n.. code:: python\n\n        from pythonish_validator.common import validate\n\n        validator = validate({\n            'name': str,\n            'age': int,\n            'skills': [str]\n        }, {\n            'name': 'Georgy',\n            'age': None,\n            'skills': ['Python', 'Perl', 42]\n        })\n\n        assert validator.repr_errors() == [\n            \"{'age'}->NoneType(None)\",\n            \"{'skills'}->[2]->int(42)\"\n        ]\n\nBasic typing module support\n---------------------------\n\nSupported types: List, Dict, Optional, Union.\n\n.. code:: python\n\n        from typing import Dict, List, Optional, Union\n        from pythonish_validator.common import validate\n\n        schema_example = {\n            'name': str,\n            'age': Optional[int],  # None if undefined\n            'skill': Union[str, List[str]],  # Awful API, but who cares...\n            'level_by_skill': Dict[str, str]\n        }\n\n        valid_data = {\n            'name': 'Georgy',\n            'age': None,\n            'skill': ['Python', 'ECMA Script'],\n            'level_by_skill': {\n                'Python': 'senior',\n                'ECMA Script': 'middle',\n            }\n        }\n\n        validator = validate(schema_example, valid_example)\n\nFeatures\n--------\n\n\ud83d\udde3\ufe0f Speak the language of Python classes:\n\n.. code:: python\n\n        from pythonish_validator.common import Validator\n\n\n        class User:\n            __validation_schema__ = {\n                'id': int,\n                'name': str\n            }\n\n\n        validator = Validator({\n            \"users\": [User]\n        })\n\n        # valid structure\n        validator.is_valid({\n            \"users\": [\n                {'id': 1, 'name': 'Alice'},\n                {'id': 2, 'name': 'Bob'},\n            ]\n        })\n\n        # invalid structure\n        validator.is_valid({\n            \"users\": [\n                {'id': '1', 'name': 'Alice'},\n                {'id': 2},\n            ]\n        })\n\n        assert validator.repr_errors() == [\n            \"{'users'}->[0]->{'id'}->str('1')\",\n            \"{'users'}->[1]->{'name'}\",\n        ]\n\n\ud83c\udf93 And even custom validation:\n\n.. code:: python\n\n        import re\n\n        from pythonish_validator.common import Validator\n\n\n        class EmailType:\n            @staticmethod\n            def __validation_schema__(data):\n                if not isinstance(data, str):\n                    return False\n\n                if re.match(r'^\\w+@\\w+.\\w{2,5}$', data) is None:\n                    return False\n\n                return True\n\n\n        class User:\n            __validation_schema__ = {\n                'id': int,\n                'name': str,\n                'email': EmailType,\n            }\n\n\n        validator = Validator({\n            \"users\": [User]\n        })\n\n        validator.is_valid({\n            \"users\": [\n                {'id': 1, 'name': 'Alice', 'email': 'alice@example.com'},\n                {'id': 2, 'name': 'Bob', 'email': 'bob@example.com'},\n            ]\n        })\n\nIf you find any mistake \u2013 please write to the issue list \ud83d\udc28 (https://github.com/bugov/pythonish-validator/issues).",
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