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Stock-Based Compensation and Employee Benefit Plans - Fair Value of Shares Purchased Under the 2018 ESPP (Details)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Risk-free interest rate (minimum) 1.70% 2.50% 1.95%
Risk-free interest rate (maximum) 2.64% 3.06% 2.08%
Expected dividend yield 0.00% 0.00% 0.00%
Expected volatility (minimum) 45.70% 52.40% 55.60%
Expected volatility (maximum) 50.20% 56.10% 61.00%
Minimum      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Expected term (years) 6 years 4 months 24 days 6 years 1 month 39 days 6 years 29 days
Maximum      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Expected term (years) 6 years 8 months 1 day 6 years 8 months 9 days 6 years 7 months 13 days
2018 ESPP | Employee Stock      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Risk-free interest rate (minimum) 2.55% 2.67%  
Risk-free interest rate (maximum) 1.48% 2.20%  
Expected volatility (minimum) 54.00% 52.70%  
Expected volatility (maximum) 45.90% 47.00%  
2018 ESPP | Employee Stock | Minimum      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Expected term (years) 2 years 2 years 18 days  
2018 ESPP | Employee Stock | Maximum      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Expected term (years) 6 months 6 months 22 days