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Stock-based compensation - Valuation Assumptions of Stock-based Awards (Details)
3 Months Ended 9 Months Ended 12 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Dec. 31, 2018
Employee stock options          
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]          
Weighted-average expected term (years) 6 years 0 years 6 years 6 years 7 days  
Weighted-average volatility 68.00% 0.00% 67.00% 65.00%  
Risk-free interest rate 1.82% 0.00%      
Risk-free interest rate minimum     1.82% 2.27%  
Risk-free interest rate maximum     2.27% 2.62%  
Expected dividends 0.00% 0.00% 0.00% 0.00%  
Stock appreciation units          
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]          
Weighted-average expected term (years) 1 year 5 months 12 days 1 year 10 months 13 days 1 year 6 months 21 days 1 year 11 months 26 days  
Weighted-average volatility 65.00% 65.00% 63.00% 66.00%  
Risk-free interest rate minimum 1.75% 1.73% 1.75% 1.03%  
Risk-free interest rate maximum 2.12% 2.52% 2.63% 2.52%  
Expected dividends 0.00% 0.00% 0.00% 0.00%  
Employee stock purchase plan          
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]          
Weighted-average expected term (years) 0 years 0 years 8 months 8 days 8 months 15 days  
Weighted-average volatility 0.00% 0.00% 60.00% 61.00%  
Risk-free interest rate 0.00% 0.00%      
Risk-free interest rate minimum     2.36% 1.20%  
Risk-free interest rate maximum     2.59% 1.93%  
Expected dividends 0.00% 0.00% 0.00% 0.00%  
Market-based restricted stock units          
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]          
Weighted-average volatility         66.00%
Risk-free interest rate         2.79%
Expected dividends         0.00%