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Stock-Based Compensation - Additional Information (Details) - USD ($)
$ / shares in Units, $ in Millions
6 Months Ended
Jun. 30, 2020
Dec. 31, 2019
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Number of shares as percentage of common shares outstanding 5.00%  
Number of shares reserved for future issuance (in shares) 12,562,263  
Accrued and other liabilities, related to shares held by employees and directors that were subject to repurchase $ 2.8 $ 2.8
Other long term liabilities, related to shares held by employees and directors that were subject to repurchase $ 2.5 $ 3.9
Stock Option    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Award vesting period (in years) 4 years  
Stock options to purchase common stock    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Grants in period, weighted average grant date fair value (in dollars per share) $ 20.01  
Unrecognized stock based compensation expense $ 91.8  
Unrecognized stock based compensation expense, weighted average recognition period (in years) 2 years 336 days  
Restricted Stock Unit    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Award vesting period (in years) 4 years  
Unrecognized stock based compensation expense $ 55.1  
Unrecognized stock based compensation expense, weighted average recognition period (in years) 3 years 55 days  
Maximum    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Stock option grant period (in years) 10 years  
Option exercise price as percentage of fair value of common stock on grate date 100.00%