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        "author": "Robert Forkel",
        "author_email": "forkel@shh.mpg.de",
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            "Programming Language :: Python :: 3",
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            "Programming Language :: Python :: 3.5",
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        "description": "# csvw\n\n[![Build Status](https://travis-ci.org/cldf/csvw.svg?branch=master)](https://travis-ci.org/cldf/csvw)\n[![codecov](https://codecov.io/gh/cldf/csvw/branch/master/graph/badge.svg)](https://codecov.io/gh/cldf/csvw)\n[![Requirements Status](https://requires.io/github/cldf/csvw/requirements.svg?branch=master)](https://requires.io/github/cldf/csvw/requirements/?branch=master)\n[![PyPI](https://img.shields.io/pypi/v/csvw.svg)](https://pypi.org/project/csvw)\n\n\nCSV on the Web\n\n\n\n## Links\n\n- GitHub: https://github.com/cldf/csvw\n- PyPI: https://pypi.org/project/csvw\n- Issue Tracker: https://github.com/cldf/csvw/issues\n\n\n## Installation\n\nThis package runs under Python 2.7, and 3.4+, use pip to install:\n\n```bash\n$ pip install csvw\n```\n\n\n## Example\n\n\n```python\n>>> import csvw\n>>> tg = csvw.TableGroup.from_file('tests/csv.txt-metadata.json')\n\n>>> tg.check_referential_integrity()\n>>> assert len(tg.tables) == 1\n\n>>> assert tg.tables[0] is tg.tabledict['csv.txt']\n>>> tg.tables[0].check_primary_key()\n\n>>> from collections import OrderedDict\n>>> row = next(tg.tables[0].iterdicts())\n>>> assert row == OrderedDict([('ID', 'first'), ('_col.2', 'line')])\n\n>>> assert len(list(tg.tables[0].iterdicts())) == 2\n```\n\n\n## Known limitations\n\n- We read **all** data which is specified as UTF-8 encoded using the \n  [`utf-8-sig` codecs](https://docs.python.org/3/library/codecs.html#module-encodings.utf_8_sig).\n  Thus, if such data starts with `U+FEFF` this will be interpreted as [BOM](https://en.wikipedia.org/wiki/Byte_order_mark)\n  and skipped.\n- Low level CSV parsing is delegated to the `csv` module in Python's standard library. Thus, if a `commentPrefix`\n  is specified in a `Dialect` instance, this will lead to skipping rows where the first value starts\n  with `commentPrefix`, even if the value was quoted.\n\n\n### Deviations from the CSVW specificaton\n\nWhile we use the CSVW specification as guideline, this package does not (and \nprobably never will) implement the full extent of this spec.\n\n- When CSV files with a header are read, columns are not matched in order with\n  column descriptions in the `tableSchema`, but instead are matched based on the\n  CSV column header and the column descriptions' `name` and `titles` atributes.\n  This allows for more flexibility, because columns in the CSV file may be\n  re-ordered without invalidating the metadata. A stricter matching can be forced\n  by specifying `\"header\": false` and `\"skipRows\": 1` in the table's dialect\n  description.\n\n\n## See also\n\n- https://www.w3.org/2013/csvw/wiki/Main_Page\n- https://github.com/CLARIAH/COW\n- https://github.com/CLARIAH/ruminator\n- https://github.com/bloomberg/pycsvw\n- https://github.com/frictionlessdata/goodtables-py\n- https://github.com/frictionlessdata/tableschema-py\n- https://github.com/theodi/csvlint.rb\n- https://github.com/ruby-rdf/rdf-tabular\n- https://github.com/rdf-ext/rdf-parser-csvw\n\n\n## License\n\nThis package is distributed under the [Apache 2.0 license](https://opensource.org/licenses/Apache-2.0).",
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