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Leases - Summary of Components of Lease Expense (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2020
Sep. 30, 2019
Sep. 30, 2020
Sep. 30, 2019
Leases [Abstract]        
Operating lease cost $ 3,836 $ 3,288 $ 11,088 $ 8,321
Short-term lease costs 301 323 815 998
Variable lease costs 1,181 894 3,471 2,407
Total lease costs $ 5,318 $ 4,505 $ 15,374 $ 11,726