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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 $ 4,371 $ 1,949 $ 1,490
Charged to costs and expenses 1,886 3,767 1,407
Amounts charged off, net (2,711) (1,345) (948)
Allowance for doubtful accounts, ending balance $ 3,546 $ 4,371 $ 1,949