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Noninterest Income - Foreign Exchange Fees (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers $ 880,951 $ 511,656  
Revenue not from contracts with customer 340,528 233,328  
Foreign exchange fees 159,262 138,812 $ 115,760
Spot contract commissions      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 145,915 127,459 104,344
Forward contract commissions      
Disaggregation of Revenue [Line Items]      
Revenue not from contracts with customer 13,068 10,940 10,934
Option premium fees      
Disaggregation of Revenue [Line Items]      
Revenue not from contracts with customer $ 279 $ 413 $ 482