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Stock-based Compensation - Narrative (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Jul. 27, 2017
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Feb. 22, 2018
Dec. 31, 2017
Jul. 26, 2017
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Unrecognized stock-based compensation, options   $ 10,221   $ 10,221        
Share-based compensation expense   $ 5,498 $ 2,709 $ 14,472 $ 8,028      
2017 Employee Stock Purchase Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Common stock reserved (in shares)   2,414,688   2,414,688     1,600,000  
Stock purchased under employee stock purchase plan (in shares)   0            
2017 Equity Incentive Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Common stock reserved (in shares)   18,446,434   18,446,434     21,188,297 7,898,159
Percentage of common stock, outstanding       5.00%        
Restricted stock units outstanding (in shares)   2,081,173   2,081,173     981,276  
Employee stock purchase plan shares | 2017 Employee Stock Purchase Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Common stock reserved (in shares) 1,600,000              
Percentage of common stock, outstanding 1.00%              
Increase in common stock reserved (in shares)           814,688    
Purchase price of common stock, percentage of market price of common stock       85.00%        
Restricted stock units                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Unrecognized compensation expense, period for recognition       3 years 3 months 11 days        
Unrecognized stock-based compensation   $ 41,148   $ 41,148        
Grants in period (in shares)       1,400,212        
Restricted stock units outstanding (in shares)   2,081,173   2,081,173     981,276  
Restricted stock units | 2017 Equity Incentive Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Expected life       10 years        
Award vesting period       4 years        
Employee Stock Option                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Unrecognized compensation expense, period for recognition       1 year 8 months 16 days        
Employee Stock Option | 2017 Equity Incentive Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Expected life       10 years        
Award vesting period       4 years        
Performance RSUs                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Grants in period (in shares)   8,913            
Achievement percentage of performance conditions   100.00%            
Restricted stock units outstanding (in shares)   143,890   143,890        
Requisite service period   3 years            
Share-based compensation expense   $ 379            
Minimum                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Percent of units vesting   0.00%            
Maximum                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Percent of units vesting   200.00%