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        "author": "Nitipit Nontasuwan",
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        "description": "<img src=\"https://nitipit.github.io/dictify/static/asset/dictify.svg\">\n\n## Python `dict` and `json` verification for humankind :)\n\n`dictify` is python library to verify `dict` object and `json` with easy syntax and chainable rules.\n\n## Install\n```bash\npip install dictify\n```\n\n## Example:\n```python\nfrom dictify import *\nimport uuid\n\nclass User(Model):\n    id = Field().default(uuid.uuid4()).type(uuid.UUID)\n    name = Field().required().type(str).length(max=100)\n    email = Field().required().match('.+@.+')\n    gender = Field().anyof(['m', 'f'])\n    age = Field().number(min=0, max=150)\n```\n\n## Features\n### Auto verify new dict object.\n```python\n>>> user = User()\nValueError: {'name': ['Required.'], 'email': ['Required.']}\n\n>>> user = User({\n...     'name': 'test-user',\n...     'email': 'user@example.com'\n... })\n\n>>> user\n{'id': UUID('11fadebb-3c70-47a9-a3f0-ebf2a3815993'),\n 'name': 'test-user',\n 'email': 'user@example.com',\n 'gender': None,\n 'age': None}\n```\n\n### Verify dict object on the fly.\n```python\n>>> user['age'] = 200 # user['age'] rule is number(min=0, max=150)\nValueError: ['Value is 200, must be 0 to 150']\n>>> user['age'] = 20\n>>> user['gender'] = 'm'\n{'name': 'test-user',\n 'email': 'user@example.com',\n 'id': UUID('b3acc59d-93cc-4f58-92d6-a3340b7a6678'),\n 'gender': 'm',\n 'age': 20}\n```\n\n### Chainable rules.\nAs you can see in `User(Model)` in example above, fields' rules is chainable.\n```python\nname = Field().required().type(str).length(max=100)\n# `name` value required string type with max length = 100\n```\n\n## To use with `json`\nuse `json` package to transform between `json` and `dict`\n```python\nfrom dictify import *\nimport json\n\nclass User(Model):\n    name = Field().required().type(str).length(max=100)\n    email = Field().required().type(str).length(max=100)\n\nuser = json.loads('{\"name\": \"test-user\", \"email\": \"user@example.com\"}')\nuser = User(user)\n```\n\n## Rules\n- `anyof(members: list)`: Value must be any of defined `members`\n- `apply(func: function)`: Apply function to value. The applied function will get field's value as it's first argument. For example:\n    ```python\n    from dictify import Model, Field\n    import uuid\n    from unittest import TestCase\n\n    test_case = TestCase()\n\n    class User(Model):\n        def uuid4_rule(value):\n            id_ = uuid.UUID(value)\n            test_case.assertEqual(id_.version, 4)\n\n        id_ = Field().apply(uuid4_rule)\n    ```\n- `default(default_: Any)`: Set default value.\n- `length(min: int, max: int)`: min/max constrain to value's length using `len()`.\n- `listof(type_: type)`: A list which contain object type as specified. For example:\n   ```python\n   comments = Field().listof(str)\n   ```\n- `match(re_: 'regex pattern')`: Check value match with regex pattern.\n- `number(min: 'number', max: 'number')`: Define min/max number constrain to value.\n- `required()`: Value is required (Not `None` or `''`).\n- `subset(members: list)`: Value must be subset of defined `members`\n- `type(type_: type`): Define value's type.\n\n\n",
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