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Income Taxes - Changes in Amount of Unrecognized Tax Benefits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Reconciliation of Unrecognized Tax Benefits, Excluding Amounts Pertaining to Examined Tax Returns [Roll Forward]    
Beginning balance of unrecognized tax benefits $ 14,700 $ 4,421
(Decrease) increase for prior year tax positions (7) 5,961
Increase for current year tax positions 1,880 4,318
Total $ 16,573 $ 14,700