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Stockholders' Equity - Non-cash Stock-based Compensation Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2022
Jun. 30, 2021
Jun. 30, 2022
Jun. 30, 2021
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation $ 37,758 $ 25,868 $ 73,756 $ 47,247
Cost of revenues        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation 3,015 1,856 6,102 3,445
Research and development        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation 13,638 8,920 26,238 16,078
Sales and marketing        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation 13,568 9,492 26,664 17,234
General and administrative        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation $ 7,537 $ 5,600 $ 14,752 $ 10,490