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Summary of Significant Accounting Policies - Rollforward of Allowance for Doubtful Accounts (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Allowance for Doubtful Accounts      
Beginning balance $ 3,703 $ 2,081 $ 565
Charged to operating expenses 1,217 1,963 1,757
Write offs of accounts receivable, net of recoveries (289) (341) (241)
Ending balance $ 4,631 $ 3,703 $ 2,081