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Stock-based compensation - Valuation assumptions of stock-based awards (Details)
3 Months Ended 6 Months Ended 12 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 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 6 years 6 days 6 years 6 years 6 days  
Weighted-average volatility 67.00% 66.00% 67.00% 65.00%  
Risk-free interest rate 2.27% 2.62% 2.27%    
Risk-free interest rate minimum       2.27%  
Risk-free interest rate maximum       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 6 months 18 days 2 years 1 year 7 months 10 days 2 years 15 days  
Weighted-average volatility 62.00% 67.00% 63.00% 67.00%  
Risk-free interest rate minimum 2.27% 1.73% 2.27% 1.03%  
Risk-free interest rate maximum 2.44% 2.39% 2.63% 2.39%  
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) 8 months 7 days 8 months 15 days 8 months 8 days 8 months 15 days  
Weighted-average volatility 60.00% 61.00% 60.00% 61.00%  
Risk-free interest rate minimum 2.36% 1.20% 2.36% 1.20%  
Risk-free interest rate maximum 2.59% 1.93% 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%