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        "author": "Tuandv",
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            "License :: OSI Approved :: MIT License",
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        "description": "### Using to insert/update ES document\n\n### To build and upload to pypi, run two commands\n\npython setup.py bdist_wheel\n\npython -m twine upload dist/\n\n### How to use\n##### create es connection\n``` \nimport elasticwriter\nfrom elasticwriter.elasticwriter import *\n\nes = get_es([\n    \"http://username:password@es-host\"\n])\n```\n####  create index if not exsited with mapping and setting\n```\n\tmapping = {\n           \"_doc\": { \n               \"properties\": {\n                   \"name\": {\n                        \"type\": \"text\",\n                   },\n               }\n            }\n        }\n\n    index_name = 'tuan-test'\n    create_index_if_not_existed(es, index_name, mapping)\n```\n\n#### handle with dataframe\n```\ntest_df = spark.createDataFrame([(1, 'tuan', 30), (2, 'tank', 27)], ['es_id', 'name', 'age'])\n\npush_df_to_index(es, index_name, test_df, 'overwrite')\n\n```\n\n#### handle with list dictionary\n```\ntest_list = [\n    {'es_id': 3, 'name': 'tuyet', 'age': 25}\n]\npush_list_dict_to_index(es, index_name, test_list, 'overwrite')\n```\n\n\n\n",
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