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Noninterest Income - Foreign Exchange Fees (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Disaggregation of Revenue [Line Items]        
Revenue from contracts with customers $ 205,905 $ 130,437 $ 644,533 $ 364,258
Revenue not from contract with customer 88,104 79,633 263,602 194,019
Foreign exchange fees 40,309 32,656 116,863 100,560
Spot contract commissions        
Disaggregation of Revenue [Line Items]        
Revenue from contracts with customers 36,836 30,041 106,561 92,791
Forward contract commissions        
Disaggregation of Revenue [Line Items]        
Revenue not from contract with customer 3,371 2,534 10,144 7,474
Option premium fees        
Disaggregation of Revenue [Line Items]        
Revenue not from contract with customer $ 102 $ 81 $ 158 $ 295