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Loans - Allowance for Loan Losses by Portfolio Type (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Allowance for loan losses      
Balance, beginning of year $ 47,766 $ 28,546 $ 26,399
Provision for (benefit from) loan losses 3,000 23,100 6,050
Loans charged off (4,861) (4,900) (5,049)
Recoveries 1,642 1,020 1,146
Balance, end of year 47,547 47,766 28,546
Commercial      
Allowance for loan losses      
Balance, beginning of year 32,009 17,509 13,158
Provision for (benefit from) loan losses 4,017 17,979 7,887
Loans charged off (4,296) (4,064) (4,171)
Recoveries 1,547 585 635
Balance, end of year 33,277 32,009 17,509
Commercial Real Estate      
Allowance for loan losses      
Balance, beginning of year 13,863 9,645 11,774
Provision for (benefit from) loan losses (617) 4,527 (2,088)
Loans charged off (375) (581) (325)
Recoveries 28 272 284
Balance, end of year 12,899 13,863 9,645
Residential real estate      
Allowance for loan losses      
Balance, beginning of year 1,606 1,056 1,201
Provision for (benefit from) loan losses (452) 474 (21)
Loans charged off (42) (39) (272)
Recoveries 24 115 148
Balance, end of year 1,136 1,606 1,056
Consumer      
Allowance for loan losses      
Balance, beginning of year 288 336 266
Provision for (benefit from) loan losses 52 120 272
Loans charged off (148) (216) (281)
Recoveries 43 48 79
Balance, end of year $ 235 $ 288 $ 336