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Stock-based Compensation - Narrative (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jul. 27, 2017
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 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   $ 12,597   $ 12,597        
Share-based compensation expense   $ 4,778 $ 2,638 $ 8,975 $ 5,320      
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   187,076   187,076        
2017 Equity Incentive Plan                
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                
Common stock reserved (in shares)   19,059,666   19,059,666     21,188,297 7,898,159
Percentage of common stock, outstanding       5.00%        
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 5 months 12 days        
Unrecognized stock-based compensation   $ 41,026   $ 41,026        
Grants in period (in shares)       1,134,858        
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 10 months 21 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)   140,601            
Achievement percentage of performance conditions   100.00%            
Requisite service period   3 years            
Share-based compensation expense   $ 93            
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%