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Equity Incentive Plans - Summary of Stock Option Activity Under 2006 and 2016 Plans (Details) - USD ($)
$ / shares in Units, $ in Thousands
9 Months Ended 12 Months Ended
Sep. 30, 2019
Dec. 31, 2018
Dec. 31, 2017
Options Outstanding      
Beginning balance 2,094,137 2,601,181  
Options granted 20,010 366,928  
Options exercised (426,655) (798,424)  
Options forfeited (61,865) (75,548)  
Ending balance 1,625,627 2,094,137 2,601,181
Options exercisable 1,191,485    
Options vested and expected to vest 1,605,077    
Weighted- Average Exercise Price Per Share      
Beginning Balance (in USD per share) $ 23.20 $ 12.24  
Options granted (in USD per share) 82.77 68.32  
Options exercised (in USD per share) 9.98 7.19  
Options forfeited (in USD per share) 53.96 34.30  
Ending Balance (in USD per share) 26.23 $ 23.20 $ 12.24
Options exercisable (in USD per share) 17.54    
Options vested and expected to vest (in USD per share) $ 25.82    
Weighted- Average Remaining Contractual Life (years)      
Beginning Balance 6 years 4 months 13 days 7 years 7 days 7 years 2 months 1 day
Ending Balance 6 years 4 months 13 days 7 years 7 days 7 years 2 months 1 day
Options exercisable 5 years 9 months 25 days    
Options vested and expected to vest 6 years 4 months 6 days    
Aggregate Intrinsic Value (in thousands)      
Beginning Balance (in USD) $ 97,976 $ 113,958  
Ending Balance (in USD) 78,664 $ 97,976 $ 113,958
Options exercisable (in USD) 67,568    
Options vested and expected to vest (in USD) $ 78,284