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Summary of Significant Accounting Policies - Trade Receivables (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Allowance for Doubtful Accounts Receivable [Roll Forward]      
Allowance for doubtful accounts, beginning balance $ 4,221 $ 1,949 $ 1,490
Charged to costs and expenses 1,823 3,378 1,314
Amounts charged off, net (2,698) (1,106) (855)
Allowance for doubtful accounts, ending balance $ 3,346 $ 4,221 $ 1,949