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Stock-Based Compensation - Options Activity (Details) - USD ($)
$ / shares in Units, $ in Thousands
9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Number of shares    
Outstanding at beginning of period (in shares) 2,490,114  
Granted (in shares) 689,875  
Exercised (in shares) (231,790)  
Forfeited (in shares) (107,350)  
Outstanding at end of the period (in shares) 2,840,849  
Options vested and expected to vest at end of the period (in shares) 2,840,849  
Exercisable at end of period (in shares) 1,585,816  
Weighted average exercise price    
Outstanding at beginning of period (in dollars per share) $ 15.70  
Granted (in dollars per share) 55.05  
Exercised (in dollars per share) 11.63  
Forfeited (in dollars per share) 49.04  
Outstanding at end of period (in dollars per share) 24.33  
Options vested and expected to vest at end of period (in dollars per share) 24.33  
Exercisable at end of period (in dollars per share) $ 11.64  
Weighted average remaining contractual term    
Outstanding 7 years  
Options vested and expected to vest at of the period 7 years  
Exercisable 5 years 8 months 12 days  
Aggregate intrinsic value    
Outstanding (in dollars) $ 88,641  
Options vested and expected to vest at end of period (in dollars) 88,641  
Exercisable (in dollars) 68,877  
Additional disclosures    
Intrinsic value of options exercised (in dollars) 10,805 $ 26,905
Proceeds from stock options exercised (in dollars) 2,503 $ 2,590
Stock options    
Additional disclosures    
Total unrecognized compensation cost (in dollars) $ 26,556  
Weighted average period expected to be recognized 3 years