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Balance Sheet Components - Schedule of Property and Equipment, Net (Details) - USD ($)
$ in Thousands
Jun. 30, 2019
Dec. 31, 2018
Property Plant And Equipment [Line Items]    
Property and equipment, gross $ 65,847 $ 52,765
Less: accumulated depreciation and amortization (25,420) (19,479)
Property and equipment, net 40,427 33,286
Proprietary Software    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 17,939 14,052
Furniture And Equipment    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 16,877 12,665
Automobiles    
Property Plant And Equipment [Line Items]    
Property and equipment, gross 516 346
Leasehold Improvements    
Property Plant And Equipment [Line Items]    
Property and equipment, gross $ 30,515 $ 25,702