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Employee Benefit Plans - Summary of Estimated Fair Value of ESPP Purchase Rights Using a Black-Scholes Option Pricing Model Assumptions (Details) - $ / shares
3 Months Ended 6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Expected life (in years) 6 years 6 years    
Risk-free interest rate 2.20% 3.00%    
Volatility 46.00% 49.00% 46.00%  
Dividend yield 0.00% 0.00% 0.00% 0.00%
Fair value of common stock $ 16.48 $ 13.65 $ 16.48 $ 13.65
Minimum        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Expected life (in years)     5 years 10 months 24 days 5 years 9 months 18 days
Fair value of common stock 12.35 13.20 $ 12.35 $ 13.20
Maximum        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Expected life (in years)     6 years 6 years
Fair value of common stock $ 16.48 $ 13.65 $ 16.48 $ 13.65
2018 Employee Stock Purchase Plan        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Dividend yield 0.00%   0.00%  
Fair value of common stock $ 16.98   $ 16.98  
2018 Employee Stock Purchase Plan | Minimum        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Expected life (in years) 6 months   6 months  
Risk-free interest rate 2.10%   2.10%  
Volatility 40.00%   40.00%  
2018 Employee Stock Purchase Plan | Maximum        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Expected life (in years) 2 years   2 years  
Risk-free interest rate 2.40%   2.40%  
Volatility 45.00%   45.00%