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Share-based compensation - Share options (Details) - USD ($)
3 Months Ended 6 Months Ended 12 Months Ended
Jun. 30, 2019
Mar. 31, 2019
Jun. 30, 2018
Mar. 31, 2018
Jun. 30, 2019
Jun. 30, 2018
Dec. 31, 2018
Additional Information              
Total share-based compensation expense $ 905,000   $ 335,000   $ 1,181,000 $ 587,000  
Ordinary Shares              
Number of Shares              
Exercised (14,301) (3) (359) (9,002)      
Stock option              
Number of Shares              
Outstanding number of shares at beginning   863,712     863,712    
Granted         1,875,820    
Exercised         (14,304)    
Forfeited         (109,279)    
Outstanding number of shares at end 2,615,949       2,615,949   863,712
Number of shares vested and expected to vest 2,615,949       2,615,949    
Number of shares options exercisable 326,708       326,708    
Weighted Average Exercise Price              
Weighted average exercise price at beginning   $ 1.01     $ 1.01    
Granted         12.13    
Exercised         1.49    
Forfeited         1.61    
Weighted average exercise price at ending $ 8.96       8.96   $ 1.01
Weighted average exercise price, vested and expected to vest 8.96       8.96    
Weighted average exercise price, options exercisable $ 3.03       $ 3.03    
Weighted Average Contractual Term              
Weighted average contractual term outstanding         9 years 4 months 21 days   8 years 9 months
Weighted average contractual term vested and expected to vest         9 years 4 months 21 days    
Weighted average contractual term options exercisable         8 years 3 months 7 days    
Aggregate Intrinsic Value              
Aggregate intrinsic value outstanding $ 8,313,000       $ 8,313,000   $ 3,292,000
Aggregate intrinsic value, vested and expected to vest 8,313,000       8,313,000    
Aggregate intrinsic value, options exercisable 2,441,000       $ 2,441,000    
Additional Information              
Weighted average grant-date fair value of share options granted (per share)         $ 8.26 $ 1.83  
Total share-based compensation expense 600,000   $ 300,000   $ 800,000 $ 500,000  
Aggregate intrinsic value of share options 100,000       $ 100,000    
Performance based option              
Number of Shares              
Granted         0 18,719  
Additional Information              
Total share-based compensation expense $ 0   $ 300,000   $ 43,000 $ 500,000  
Performance based option | Ordinary Shares | First anniversary              
Additional Information              
Vesting Percentage         20.00%    
Performance based option | Ordinary Shares | 36 equal monthly installments              
Additional Information              
Vesting Percentage         60.00%    
Number of equal monthly installments for vesting remaining awards         36 months    
Performance based option | Ordinary Shares | Earlier of the fourth anniversary              
Additional Information              
Vesting Percentage         20.00%