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Stockholders' Equity - Non-cash Stock-based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2021
Jun. 30, 2020
Jun. 30, 2021
Jun. 30, 2020
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation $ 25,868 $ 17,623 $ 47,247 $ 30,506
Cost of revenues        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation 1,856 1,354 3,445 2,139
Research and development        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation 8,920 5,686 16,078 9,767
Sales and marketing        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation 9,492 6,860 17,234 11,589
General and administrative        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation $ 5,600 $ 3,723 $ 10,490 $ 7,011