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Income Taxes - Summary of Change in Valuation Allowance (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Deferred Tax Assets, Valuation Allowance [Roll Forward]      
Beginning balance $ 2,471 $ 2,153 $ 641
Additions due to acquisitions 36,410    
(Deductions) additions, net (7,058) 318 1,512
Ending balance $ 31,823 $ 2,471 $ 2,153