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        "description": "## snorkel\n\nsnorkel is a real time data analysis tool, meant to answer questions about the\nnow. At its heart, snorkel is built on the idea that iterative analysis is key\nto understanding. In other words - when graphs move, it should be easy to drill\ndown on what is happening and why, not a frustrating exercise in adjusting\nfailed queries.\n\nUsing [sybil](https://github.com/logv/sybil) as a backend, snorkel can support\nquerying datasets with tens of millions of samples in realtime.\n\nsnorkel-lite is a re-implementation of snorkel in python, to read more\nabout why we moved to python from nodejs, [see the motivation\ndocs](https://github.com/logv/snorkel/blob/slite/docs/MOTIVATION.md)\n\n## build status\n\n[![CircleCI](https://circleci.com/gh/logv/snorkel/tree/slite.svg?style=svg)](https://circleci.com/gh/logv/snorkel/tree/slite)\n\n## screengifs\n\n<img src=\"https://i.imgur.com/7E4vKK2.gif\" width=\"800\"/>\n\n### Status\n\n**Feb 2019**\n\nsnorkel-lite is now in Alpha status. All but one view (map view) has been\nported over from snorkel, data ingestion works and grafana endpoints are\ncompatible. I have switched over from using the original snorkel to using\nsnorkel-lite since November of 2018.\n\n**Sept. 2018**\n\nDevelopment has started on porting snorkel to python.\n\n### Installation\n\n#### Deployment\n\nThe simplest way to deploy snorkel will be to use the snorkel-lite pypi package and\n[the instructions on the wiki](https://github.com/logv/snorkel/wiki/Installation).\n\n#### Development\n\nTo develop on snorkel, clone snorkel and get going:\n\n```\ngit clone git@github.com:logv/snorkel.git\ncd snorkel\nmake setup\nmake run\n```\n\n### configuration\n\n[see docs/SETUP.md](https://github.com/logv/snorkel/blob/slite/docs/SETUP.md)\n\n## documents\n\n[motivation](https://github.com/logv/snorkel/blob/slite/docs/MOTIVATION.md) and\n[features](https://github.com/logv/snorkel/blob/slite/docs/FEATURES.md)\n\n[try a demo](https://github.com/logV/snorkel/wiki/Demo)\n\n[read the quick start](https://github.com/logV/snorkel/wiki/QuickStart)\n\n[usage guide](https://github.com/logV/snorkel/wiki/Guide)\n\n[grafana snorkel datasource](https://github.com/logV/grafana-snorkel-datasource) is a plugin for grafana (3.0+) to query snorkel. While this plugin is in early stages, grafana is quite amazing.\n\n",
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