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        "author": "Friedrich Lindenberg",
        "author_email": "friedrich@pudo.org",
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            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 2.6",
            "Programming Language :: Python :: 2.7",
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        "description": "# jsonmapping [![Build Status](https://travis-ci.org/pudo/jsonmapping.svg?branch=master)](https://travis-ci.org/pudo/jsonmapping)\n\nTo transform flat data structures into nested object graphs matching JSON\nschema definitions, this package defines a mapping language. It defines how\nthe columns of a source data set (e.g. a CSV file, database table) are to be\nconverted to the fields of a JSON schema.\n\nThe format allows mapping nested structures, including arrays. It also supports\nthe application of very basic data transformation steps, such as generating a\nURL slug or hashing a column value.\n\n## Example mapping\n\nThe mapping format is independent of any particular JSON schema, such that\nmultiple mappings could be defined for any one particular schema.\n\n```json\n{\n    \"schema\": {\"$ref\": \"http://www.popoloproject.com/schemas/person.json\"},\n    \"mapping\": {\n        \"id\": {\"column\": \"person_id\"},\n        \"name\": {\"column\": \"person_name\"},\n        \"memberships\": [{\n            \"mapping\": {\n                \"role\": {\"default\": \"Member of Organization\"},\n                \"organization\": {\n                    \"mapping\": {\n                        \"id\": {\n                            \"columns\": [\"org_id\"],\n                            \"constant\": \"default-org\"\n                        },\n                        \"name\": {\n                            \"column\": \"org_name\",\n                            \"constant\": \"Default Organization\",\n                            \"transforms\": [\"strip\"]\n                        }\n                    }\n                }\n            }\n        }]\n    }\n}\n```\n\nThis mapping would apply to a four-column CSV file and map it to a set of\nnested JSON objects (a [Popolo](http://www.popoloproject.com/) person, with a\nmembership in an organization).\n\n## Data Transforms\n\nWhile ``jsonmapping`` is not a data cleaning tool, it supports some very basic\ndata transformation operations that can be applied on a particular column or\nset of columns. These include:\n\n* ``coalesce``: Select the first non-null value from the list of items.\n* ``slugify``: Transform each string into a URL slug form.\n* ``join``: Merge together the string values of all selected columns.\n* ``upper``: Transform the text to upper case.\n* ``lower``: Transform the text to lower case.\n* ``strip``: Remove leading and trailing whitespace.\n* ``hash``: Generate a SHA1 hash of the given value.\n\n## Usage\n\n``jsonmapping`` is available on the Python Package Index:\n\n```bash\n$ pip install jsonmapping\n```\n\nThe library can then be used as follows:\n\n```python\nfrom jsonschema import RefResolver\nfrom jsonmapping import Mapper\n\n# ... load the mapping ...\nmapping = load_mapping()\nresolver = RefResolver.from_schema(mapping)\n\n# ... grab some data ...\nrows = read_csv()\nobjs = []\n\n# This will transform flat data rows into nested JSON objects:\nfor obj, err in Mapper.apply_iter(rows, mapping, resolver):\n    if err is None:\n        objs.append(obj)\n```\n\n## Tests\n\nThe test suite will usually be executed in it's own ``virtualenv`` and perform a\ncoverage check as well as the tests. To execute on a system with ``virtualenv``\nand ``make`` installed, type:\n\n```bash\n$ make test\n```\n",
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