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Summary of Significant Accounting Policies - Allowance for Doubtful Accounts (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Allowance for Doubtful Accounts Receivable [Roll Forward]      
Balance at beginning of year $ 5,309 $ 4,072 $ 2,363
Provision for doubtful accounts 2,324 1,229 1,135
Amounts written off, net of recoveries (1,927) 8 574
Balance at end of year $ 5,706 $ 5,309 $ 4,072