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Stock-Based Compensation - Narrative (Details) - USD ($)
$ / shares in Units, $ in Thousands
1 Months Ended 3 Months Ended 9 Months Ended 12 Months Ended
Oct. 31, 2018
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Dec. 31, 2018
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]            
Shares canceled (shares) 508,847     5,922    
Weighted average grant date fair value, grants in period (in usd per share)   $ 55.16 $ 5.45 $ 53.02 $ 4.65  
Stock based compensation not recognized, options   $ 26,000   $ 26,000   $ 17,500
Stock based compensation not recognized, period for recognition (years)       3 years 7 days   2 years 8 months 21 days
Stock-based compensation   $ 5,484 $ 1,831 $ 11,882 $ 4,288  
Stock options            
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]            
Shares authorized (in shares)   3,658,602   3,658,602    
Exercises in period, intrinsic value   $ 75,300 $ 2,200 $ 191,700 $ 3,900  
Expected dividend yield   0.00% 0.00% 0.00% 0.00%  
2018 Employee Stock Purchase Plan            
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]            
Shares authorized (in shares)     922,250   922,250  
Stock based compensation not recognized, period for recognition (years)       1 month 14 days    
Stock based compensation not recognized, other than options   $ 225   $ 225    
Expected dividend yield   0.00%   0.00%    
Maximum employee subscription rate, ESPP   10.00%   10.00%    
ESPP purchase price of common stock (as a percent of the fair value of common stock)       85.00%    
Common stock issued under employee stock purchase plan (in shares)   93,203   212,905    
Stock-based compensation   $ 775   $ 1,781    
Weighted-average expected life   3 months 15 days        
Expected volatility   60.30%        
Risk-free interest rate   2.10%        
Restricted stock units            
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]            
Stock based compensation not recognized, period for recognition (years)       3 years 8 months 7 days    
Stock based compensation not recognized, other than options   $ 34,100   $ 34,100    
Nonemployee stock option            
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]            
Stock subject to repurchase (in shares)       26,747   44,268
Stock subject to repurchase, per share (in usd per share)   $ 4.66   $ 4.66   $ 4.66
Cash proceeds received for unvested shares   $ 125   $ 125   $ 206