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Income Taxes - Unrecognized Tax Benefits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Reconciliation of beginning and ending amount of unrecognized tax benefits      
Balance at beginning of year $ 19,885 $ 16,631 $ 9,466
(Decreases) increases based on tax positions related to prior years   (3,799)  
(Decreases) increases based on tax positions related to prior years     184
Increase based on tax positions related to current year 13,274 7,053 6,981
Balance at end of year 33,159 19,885 16,631
Accrual for interest or penalties $ 0 $ 0 $ 0