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Loans and Lease Receivables - Summary of Changes in Accretable Yield for Acquired Impaired Loans (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Receivables [Abstract]      
Beginning balance $ 27,696 $ 40,009 $ 37,115
Additions     9,764
Accretion to interest income (13,487) (19,184) (24,535)
Reclassification from nonaccretable difference 4,386 6,871 17,665
Ending balance $ 18,595 $ 27,696 $ 40,009