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Noninterest Income - Summary of Other Noninterest Income (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Trading Activity, Gains and Losses, Net [Line Items]        
Revenue from contracts with customers $ 205,905 $ 130,437 $ 644,533 $ 364,258
Net gains on revaluation of foreign currency instruments, net of foreign exchange forward contracts (78) 796 173 985
Other service revenue 5,216 5,747 18,308 20,542
Other 13,631 12,022 42,773 38,671
Fund management fees        
Trading Activity, Gains and Losses, Net [Line Items]        
Revenue from contracts with customers $ 8,493 $ 5,479 $ 24,292 $ 17,144