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        "description": "Input Algorithms\n================\n\nA DSL to assist with writing specifications describing valid data and testing\nthat inputted data meets those defined specifications.\n\n.. image:: https://travis-ci.org/delfick/input_algorithms.png?branch=master\n    :target: https://travis-ci.org/delfick/input_algorithms\n\nWhy the name?\n=============\n\nI got the inspiration from the movie Transcendence when a character says\nsomething to the effect of \"We could do this if we had better input\nalgorithms\".\n\nInstallation\n------------\n\nUse pip!:\n\n.. code-block:: bash\n\n    pip install input_algorithms\n\nOr if you're developing it:\n\n.. code-block:: bash\n\n    pip install -e .\n    pip install -e \".[tests]\"\n\nUSAGE\n-------\n\nHere is an example to help you use the library.\n\n.. code-block:: python\n\n    from input_algorithms.validators import Validator\n    from input_algorithms.dictobj import dictobj\n    from input_algorithms import spec_base as sb\n    from input_algorithms.meta import Meta\n    import re\n\n    meta = Meta({},[])\n\n    # 1. Create a class defining your fields.\n    class PersonDictObj(dictobj):\n        fields = [\"name\", \"age\"]\n\n    # 2. Create custom validate methods as required.\n    class ValidName(Validator):\n        def validate(self, meta, val):\n            matcher = re.compile(\"^[A-Za-z\\ ]+$\")\n            if not matcher.match(val):\n                raise Exception(\"{0} doesn't look like a name.\".format(val))\n            return val\n\n    class ValidAge(Validator):\n        def validate(self, meta, val):\n            if val > 120:\n                raise Exception(\"I don't believe you are that old\")\n            return val\n\n    # 3. Tie together the pieces.\n    person_spec = sb.create_spec(\n        PersonDictObj,\n        name = sb.required(sb.valid_string_spec(ValidName())),\n        age = sb.and_spec(sb.integer_spec(), ValidAge()),\n    )\n\n    # 4. Have some data\n    data = {\"name\": \"Ralph\", \"age\": 23}\n\n    # 5. Normalise the data into your object\n    normalised = person_spec.normalise(meta, data)\n\n    # 6. Use the object!\n    print(\"Name is {0}\".format(normalised.name))\n    print(\"Age is {0}\".format(normalised.age))\n\nTests\n-----\n\nTo run the tests in this project, just use the helpful script:\n\n.. code-block:: bash\n\n    ./test.sh\n\nOr run tox:\n\n.. code-block:: bash\n\n    tox\n\n",
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