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Income Taxes - Unrecognized tax benefits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Summary of unrecognized tax benefits      
Unrecognized tax benefits beginning of the period $ 1,804 $ 1,219 $ 604
Decrease related to the prior year (365)   (51)
Increased related to the current year 446 585 666
Unrecognized tax benefits, end of the period 1,885 1,804 1,219
Income tax - accrual for interest or penalties $ 0 $ 0 $ 0