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Commitments and contingencies - Summary of Financial Instruments with Off-Balance Sheet Credit Risk (Details) - USD ($)
$ in Thousands
Sep. 30, 2019
Dec. 31, 2018
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]    
Balance at end of period $ 1,210,536 $ 1,051,414
Commitments to extend credit, excluding interest rate lock commitments    
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]    
Balance at end of period 1,188,160 1,032,390
Letters of credit    
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]    
Balance at end of period $ 22,376 $ 19,024