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    "info": {
        "author": "Henry Rosales",
        "author_email": "hrosmendez@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Education",
            "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Topic :: Software Development :: Build Tools"
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        "description": "# nifWrapper\n\nThe NLP Interchange Format (NIF) is a RDF/OWL-based format wich allows the spotting of words from text corpora and its metada such as part-of-speech tags, knowledge-base links, entity type, etc. Likewise other Python libraries (e.g., [pynif](https://github.com/wetneb/pynif)), this library transform NIF data to python classes in order to better proccessing this information. \n\nIf you want to create/visualizate NIF data see NIFify in [GitHub](https://github.com/henryrosalesmendez/NIFify_v2) or a [demo](https://users.dcc.uchile.cl/~hrosales/NIFify_v2.html).\n\n## Example\n\nInstall first the library:\n\n```\npip install nifwrapper\n```\n\nand then, try:\n\n```python\nfrom nifwrapper import *\n\n\ngold_ttl = '''\n@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .\n@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .\n@prefix nif: <http://persistence.uni-leipzig.org/nlp2rdf/ontologies/nif-core#> .\n@prefix itsrdf: <http://www.w3.org/2005/11/its/rdf#> .\n\n<https://example.org/doc1>\n        a nif:String , nif:Context  , nif:RFC5147String ;\n        nif:isString \"\"\"Kiev is an important industrial, scientific, educational and cultural center of Eastern Europe.\"\"\"^^xsd:string ;\n        nif:beginIndex \"0\"^^xsd:nonNegativeInteger ;\n        nif:endIndex \"95\"^^xsd:nonNegativeInteger ;\n        nif:sourceUrl <https://example.org/doc1> .\n\n<https://example.org/doc1#char=0,95>\n        a nif:String , nif:Context , nif:RFC5147String ;\n        nif:isString \"\"\"Kiev is an important industrial, scientific, educational and cultural center of Eastern Europe.\"\"\"^^xsd:string ;\n        nif:beginIndex \"0\"^^xsd:nonNegativeInteger ;\n        nif:endIndex \"95\"^^xsd:nonNegativeInteger ;\n        nif:broaderContext <https://example.org/doc1> .\n\n<https://example.org/doc1#char=0,4>\n        a nif:String , nif:Context , nif:Phrase , nif:RFC5147String ;\n        nif:referenceContext <https://example.org/doc1#char=0,95> ;\n        nif:context <https://example.org/doc1> ;\n        nif:anchorOf \"\"\"Kiev\"\"\"^^xsd:string ;\n        nif:beginIndex \"0\"^^xsd:nonNegativeInteger ;\n        nif:endIndex \"4\"^^xsd:nonNegativeInteger ;\n        itsrdf:taIdentRef <https://en.wikipedia.org/wiki/Kiev> .\n\n<https://example.org/doc1#char=33,43>\n        a nif:String , nif:Context , nif:Phrase , nif:RFC5147String ;\n        nif:referenceContext <https://example.org/doc1#char=0,95> ;\n        nif:context <https://example.org/doc1> ;\n        nif:anchorOf \"\"\"scientific\"\"\"^^xsd:string ;\n        nif:beginIndex \"33\"^^xsd:nonNegativeInteger ;\n        nif:endIndex \"43\"^^xsd:nonNegativeInteger ;\n        itsrdf:taIdentRef <https://en.wikipedia.org/wiki/Education> .\n\n<https://example.org/doc1#char=45,56>\n        a nif:String , nif:Context , nif:Phrase , nif:RFC5147String ;\n        nif:referenceContext <https://example.org/doc1#char=0,95> ;\n        nif:context <https://example.org/doc1> ;\n        nif:anchorOf \"\"\"educational\"\"\"^^xsd:string ;\n        nif:beginIndex \"45\"^^xsd:nonNegativeInteger ;\n        nif:endIndex \"56\"^^xsd:nonNegativeInteger ;\n        itsrdf:taIdentRef <https://en.wikipedia.org/wiki/Education> .\n\n<https://example.org/doc1#char=80,94>\n        a nif:String , nif:Context , nif:Phrase , nif:RFC5147String ;\n        nif:referenceContext <https://example.org/doc1#char=0,95> ;\n        nif:context <https://example.org/doc1> ;\n        nif:anchorOf \"\"\"Eastern Europe\"\"\"^^xsd:string ;\n        nif:beginIndex \"80\"^^xsd:nonNegativeInteger ;\n        nif:endIndex \"94\"^^xsd:nonNegativeInteger ;\n        itsrdf:taIdentRef <https://en.wikipedia.org/wiki/Eastern_Europe> .\n'''\n\n## ---- parsing\nparser = NIFParser()\nwrp_gold = parser.parser_turtle(gold_ttl)\n\n## ---- displaying turtle format\nprint(wrp_gold.toString()) \n\n## --- Benchmark\n\n# - inline NIF corpus creation\nwrp_sys = NIFWrapper()\ndoc = NIFDocument(\"https://example.org/doc1\")\n#--\nsent = NIFSentence(\"https://example.org/doc1#char=0,95\")\nsent.addAttribute(\"nif:isString\",\"Kiev is an important industrial, scientific, educational and cultural center of Eastern Europe.\",\"xsd:string\")\nsent.addAttribute(\"nif:broaderContext\",[\"https://example.org/doc1\"],\"URI LIST\")\n\n#-- \na1 = NIFAnnotation(\"https://example.org/doc1#char=0,4\", \"0\", \"4\", [\"https://en.wikipedia.org/wiki/Kiev\"], [\"dbo:Place\"])\na1.addAttribute(\"nif:anchorOf\",\"Kiev\",\"xsd:string\")\na1.addAttribute(\"ex:newPredicate\",\"This is a test\",\"xsd:string\")\nsent.pushAnnotation(a1)\n\n#--\na2 = NIFAnnotation(\"https://example.org/doc1#char=45,56\", \"45\", \"56\", [\"https://en.wikipedia.org/wiki/University\"], [\"dbo:Organization\"])\na2.addAttribute(\"nif:anchorOf\",\"educational\",\"xsd:string\")\nsent.pushAnnotation(a2)\n\n#--\na3 = NIFAnnotation(\"https://example.org/doc1#char=80,94\", \"80\", \"94\", [\"https://en.wikipedia.org/wiki/Eastern_Europe\"], [\"dbo:Organization\"])\na3.addAttribute(\"nif:anchorOf\",\"Eastern Europe\",\"xsd:string\")\nsent.pushAnnotation(a3)\n#--\ndoc.pushSentence(sent)\nwrp_sys.pushDocument(doc)\n\n\n## Quality Evaluation\nbmk = NIFBenchmark(wrp_sys, wrp_gold)\nprint(bmk.microF())\n```\n\n\n\n",
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