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Servicing Rights - Key Assumptions and the Sensitivity of the Fair Value (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Servicing Assets at Fair Value [Line Items]        
Aggregate portfolio principal balance $ 772,764 $ 683,117    
Base        
MSR as a percentage of serviced loans 1.78% 1.64%    
Mortgage servicing rights        
Servicing Assets at Fair Value [Line Items]        
Aggregate portfolio principal balance $ 772,764 $ 683,117    
Weighted average rate of note 3.31% 3.62%    
Base        
Constant prepayment rate 11.80% 13.05%    
Average discount rate 8.00% 7.75%    
Mortgage servicing rights, at fair value $ 13,724 $ 11,218 $ 11,920 $ 10,821
MSR as a percentage of serviced loans 1.78% 1.64%    
1.0% Adverse Rate Change        
Constant prepayment rate 23.59% 26.11%    
Discount rate 7.00% 6.75%    
Fair value MSR $ 9,612 $ 7,455    
Percentage of MSR 1.24% 1.09%    
2.0% Adverse Rate Change        
Constant prepayment rate 34.57% 38.97%    
Discount rate 6.00% 5.75%    
Fair value MSR $ 7,256 $ 5,404    
Percentage of MSR 0.94% 0.79%