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Share-Based Compensation - Summary of Share-Based Compensation Expense Recognized to Statements of Operations (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2020
Sep. 30, 2019
Sep. 30, 2020
Sep. 30, 2019
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total share-based compensation expense $ 51,566 $ 27,376 $ 137,410 $ 71,690
Cost of revenues        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total share-based compensation expense 3,847 2,351 10,419 6,112
Research and development        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total share-based compensation expense 10,679 6,230 27,918 16,000
Sales and marketing        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total share-based compensation expense 17,552 10,182 45,165 27,589
General and administrative        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total share-based compensation expense $ 19,488 $ 8,613 $ 53,908 $ 21,989