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Off-Balance Sheet Loan Commitments - Summary of Financial Instruments with Off-Balance Sheet Risk - (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Unused lines of credit    
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]    
Financial instruments, off balance sheet risk, fixed rate $ 26,029 $ 43,406
Financial instruments, off balance sheet risk, variable rate 523,483 547,430
Financial instruments, off balance sheet risk 549,512 590,836
Standby letters of credit    
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]    
Financial instruments, off balance sheet risk, fixed rate 11,090 5,464
Financial instruments, off balance sheet risk, variable rate 5,409 8,429
Financial instruments, off balance sheet risk 16,499 13,893
Commitments to purchase loans    
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]    
Financial instruments, off balance sheet risk, fixed rate 0 0
Financial instruments, off balance sheet risk, variable rate 108,423 66,373
Financial instruments, off balance sheet risk 108,423 66,373
Mortgage warehouse commitments    
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]    
Financial instruments, off balance sheet risk, fixed rate 0 0
Financial instruments, off balance sheet risk, variable rate 823,060 417,722
Financial instruments, off balance sheet risk $ 823,060 $ 417,722