{
    "info": {
        "author": "Li Ding",
        "author_email": "lidingpku@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "License :: OSI Approved :: Apache Software License",
            "Programming Language :: Python :: 2.7",
            "Topic :: Text Processing"
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        "description": "cdata\n-------------\n\n\"see data\", see data, handy snippets for conversion, cleaning and integration.\n\ninstall\n-------------\n  pip install cdata\n\n\njson data manipulation\n-------------\n\n* json (and json stream) file IO, e.g.  items2file(...)\n* json data access, e.g. json_get(...), any2utf8, json_dict_copy\n* json array statistics, e.g. stat(...)\n\n.. code-block:: python\n\n  from cdata.core import any2utf8\n  the_input = {\"hello\": u\"\u4e16\u754c\"}\n  the_output = any2utf8(the_input)\n  logging.info((the_input, the_output))\n\n\n.. code-block:: python\n  property_list = [\n      { \"name\":\"name\", \"alternateName\": [\"name\",\"title\"]},\n      { \"name\":\"birthDate\", \"alternateName\": [\"dob\",\"dateOfBirth\"] },\n      { \"name\":\"description\" }\n  ]\n  json_object = {\"dob\":\"2010-01-01\",\"title\":\"John\",\"interests\":\"data\",\"description\":\"a person\"}\n  ret = json_dict_copy(json_object, property_list)\n\n\ntable data manipulation\n-------------\n\n* json array to/from excel\n\n.. code-block:: python\n\n  import json\n  from cdata.table import excel2json,json2excel\n  filename = \"test.xls\"\n  items = [{\"first\":\"hello\", \"last\":\"world\" }]\n  json2excel(items, [\"first\",\"last\"], filename)\n  ret = excel2json(filename)\n  print json.dumps(ret)\n\n\n\nJSON data from reading a single sheet excel file\n\n.. code-block:: json\n\n  {\n    \"fields\": {\n        \"00\": [\n            \"name\",\n            \"\u5e74\u9f84\",\n            \"notes\"\n        ]\n    },\n    \"data\": {\n        \"00\": [\n            {\n                \"notes\": \"\",\n                \"\u5e74\u9f84\": 18.0,\n                \"name\": \"\u5f20\u4e09\"\n            },\n            {\n                \"notes\": \"this is li si\",\n                \"\u5e74\u9f84\": 18.0,\n                \"name\": \"\u674e\u56db\"\n            }\n        ]\n    }\n  }\n\nweb stuff\n-------------\n\n* url domain extraction\n\nentity manipulation\n-------------\n\n* entity.SimpleEntity.ner()\n\n.. code-block:: python\n\n  from cdata.entity import SimpleEntity\n  entity_list = [{\"@id\":\"1\",\"name\":u\"\u5f20\u4e09\"},{\"@id\":\"2\",\"name\":u\"\u674e\u56db\"}]\n  ner = SimpleEntity(entity_list)\n  sentence = \"\u5f20\u4e09\u7ed9\u4e86\u674e\u56db\u4e00\u4e2a\u82f9\u679c\"\n  ret = ner.ner(sentence)\n  logging.info(json.dumps(ret, ensure_ascii=False, indent=4))\n  \"\"\"\n  [{\n      \"text\": \"\u5f20\u4e09\",\n      \"entities\": [\n          {\n              \"@id\": \"1\",\n              \"name\": \"\u5f20\u4e09\"\n          }\n      ],\n      \"index\": 0\n  },\n  {\n      \"text\": \"\u674e\u56db\",\n      \"entities\": [\n          {\n              \"@id\": \"2\",\n              \"name\": \"\u674e\u56db\"\n          }\n      ],\n      \"index\": 4\n  }]\n  \"\"\"\n\n* region.RegionEntity.guess_all()\n\n.. code-block:: python\n\n  from cdata.region import RegionEntity\n  addresses = [\"\u5317\u4eac\u6d77\u6dc0\u533a\u961c\u6210\u8def52\u53f7\uff08\u5b9a\u6167\u5bfa\uff09\", \"\u5317\u4eac\u5927\u5b66\u80bf\u7624\u533b\u9662\"]\n\n  city_data = RegionEntity()\n  result = city_data.guess_all(addresses)\n  logging.info(json.dumps(result, ensure_ascii=False))\n  \"\"\"\n     {\"province\": \"\u5317\u4eac\u5e02\",\n     \"city\": \"\u5e02\u8f96\u533a\",\n     \"name\": \"\u6d77\u6dc0\u533a\",\n     \"district\": \"\u6d77\u6dc0\u533a\",\n     \"cityid\": \"110108\",\n     \"type\": \"district\"}\n  \"\"\"\n\nwikification\n-------------\n\n* \u901a\u8fc7wikidata\u641c\u7d22\uff0c\u5b9a\u4f4d\u5bf9\u5e94\u5b9e\u4f53\uff0c\u67e5\u627e\u5b9e\u4f53\u4e2d\u6587\u540d\uff0c\u522b\u540d\u7b49\u5c5e\u6027\u3002wikidata_search (item/property) and wikidata_get\n\n.. code-block:: python\n\n  query = u\"\u5c45\u91cc\u592b\u4eba\"\n  ret = wikidata_search(query, lang=\"zh\")\n  logging.info(ret)\n\n  nodeid = ret[\"itemList\"][0][\"identifier\"]\n  ret = wikidata_get(nodeid)\n  lable_zh = ret[\"entities\"][nodeid][\"labels\"][\"zh\"][\"value\"]\n  logging.info(lable_zh)\n\n\nmisc\n-------------\n\n* support simple cli function using argparse\n\n\nnotes\n-------------\nrelease package using https://github.com/pypa/twine",
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