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        "description": "# Parature Gmail Feed\n## Description\nThe Parature Gmail Feed:\n* Retrieves emails cc'd to a Gmail account originating from Parature\n* Extracts Parature specific content from each email\n* Creates a record from the extracted content\n* Loads the record to a MongoDB database\n\n\n## Installation\nInstall with pip\n```\npip install paraturegmailfeed\n```\n\n**Project requires MongoDB**\n\n[See MongoDB documentation for installation instructions](https://docs.mongodb.org/manual/installation/)\n\n## Getting Started\n### Setting up your config file\n\nCreate a new .py file. For example `my_config.py`\n```\n# Gmail API Variables\nCLIENT_SECRET_FILE = 'Exported from your Google application account'\nSCOPES = 'Scopes for your Google application'\nAPPLICATION_NAME = 'Name of your application'\n\nUSER_ID = 'YOUR EMAIL ACCOUNT USER ID'\n\nTARGET_LABEL_QUERY = 'The label name '\n\n# MongoDB Variables\nMONGO_URI = 'YOUR DB URI'\nDB_NAME = 'YOUR DB NAME'\n```\n\n### Example of usage:\n```\nfrom paraturegmailfeed import ParatureGmailFeed\n\n\ndef main():\n    feed = ParatureGmailFeed('my_config.py')\n    feed.run()\n\nmain()\n```\n### Running for the first time\nBe sure to have `mongod` running.\n\nYou will be prompted to authorize the application to access your Gmail account.\nAfter accepting, the application will run automatically.\n\n[See official documentation for assistance](https://developers.google.com/gmail/api/quickstart/python)\n\n## Design Decisions\n### Why MongoDB?\n* Flexible schema. As requirement grow/change the data schema can to!\n* Native functionality. Simple upserts (unlike most SQL databses).\n\n### How are duplicate records prevented?\n* Gmail API message query is restricted to all messages that do NOT have the \"Processed\" label.\n* The pymongo `update_one` method is used with the `upsert` option. This means that if a record already exists based on the composite key (ticket number and timestamp) the action will simply update the record (essentially do nothing).\n",
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