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        "description": "## Elastic Funnel\n\n[![Build Status](https://travis-ci.org/yuecen/elastic_funnel.svg?branch=master)](https://travis-ci.org/yuecen/elastic_funnel)\n\nThis is an analysis tool for funnel visualization with log from Elasticsearch. Even though we have [Kibana] can display log very well, \nit can't fit our goal that to analyze series log with context. \n\n### Prerequisites\n\nIn order to run elastic_funnel, some works have to prepare.\n\n  * You have to run your Elasticsearch first\n  * Set the essential config file with your Elasticsearch environment \n\n### Install\n\n[Pandas] is one of core requirements and it could take a few minutes to complete.\n\n```\npip install elastic_funnel\n```\n\n#### Add Essential Config File\n\nAdd the argument file ```~/.elastic_funnel``` to your home path, with \n\n```\n[elastic]\nhost = 127.0.0.1\nport = 9200\nindex = user-behavior-*\nquery = action:state_change AND sessionid:* \n\n[fields]\ntimestamp = @timestamp\nstage = state\nidentity = sessionid\n```\n\n#### Run for a Funnel\n\n```\nelastic_funnel --stages landingpage login searchpage --start 2016-03-25T00:00:00\n```\n\nYou could get a visualization with ASCII characters looks like follows, the percentage means trend from one stage to the next one.\n\n```\nFunnel: landingpage --> login --> searchpage\n###############################################################################\n\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588  27          100.0%  landingpage\n\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588                                       8          29.6%   login\n\u2588                                                    1          12.5%   searchpage\n```\n\n#### Arguments\n\n```\nusage: elastic_funnel [-h] [--host HOST] [--port PORT] [--index INDEX]\n                      --stages STAGES [STAGES ...] [--start START] [--end END]\n                      [--add_query ADD_QUERY]\n\noptional arguments:\n  -h, --help            show this help message and exit\n  --host HOST           Host of Elasticsearch\n  --port PORT           Port of Elasticsearch\n  --index INDEX         Index name of Elasticsearch, e.g., user-behavior-log-*\n  --stages STAGES [STAGES ...]\n                        Set a path of stages , e.g., index explore user\n                        explore\n  --start START         Start time of log, e.g., 2016-03-24T00:00:00\n  --end END             End time of log, e.g., 2016-03-28T00:00:00\n  --add_query ADD_QUERY\n                        Additional query using syntax of Lucene, https://lucen\n                        e.apache.org/core/2_9_4/queryparsersyntax.html. You\n                        can narrow you search target by syntax, e.g.,\n                        country:US\n```\n\n### Quick Start with Docker\n\n```\ndocker pull yuecen/elastic_funnel\n```\n\n```\ndocker run -it --rm -v ~/.elastic_funnel:/root/.elastic_funnel:ro yuecen/elastic_funnel elastic_funnel --stages landingpage login searchpage\n```\n\n### Quick Start with Gunicorn and cRUL ( *DEVELOPING...* )\n\n[Kibana]:https://www.elastic.co/products/kibana\n[Pandas]:http://pandas.pydata.org/",
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