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Financial Statement Components - Components of Property and Equipment, Net (Details) - USD ($)
$ in Thousands
Sep. 30, 2020
Dec. 31, 2019
Property, Plant and Equipment [Line Items]    
Total property and equipment $ 260,040 $ 188,277
Less: accumulated depreciation and amortization (127,073) (99,047)
Property and equipment, net 132,967 89,230
Computer hardware and software    
Property, Plant and Equipment [Line Items]    
Total property and equipment 159,970 120,841
Internal-use software development costs    
Property, Plant and Equipment [Line Items]    
Total property and equipment 79,277 48,419
Furniture and fixtures    
Property, Plant and Equipment [Line Items]    
Total property and equipment 8,131 7,690
Leasehold improvements    
Property, Plant and Equipment [Line Items]    
Total property and equipment $ 12,662 $ 11,327