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Summary of Significant Accounting Policies - Revenue Recognition (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Disaggregation of Revenue [Line Items]                      
Revenue $ 19,636 $ 16,564 $ 18,216 $ 13,622 $ 19,656 $ 13,478 $ 12,430 $ 9,601 $ 68,038 $ 55,165 $ 43,799
Percent of total revenue                 100.00%    
Net Basis                      
Disaggregation of Revenue [Line Items]                      
Revenue                 $ 58,457    
Percent of total revenue                 86.00%    
Gross Basis                      
Disaggregation of Revenue [Line Items]                      
Revenue                 $ 9,582    
Percent of total revenue                 14.00%