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Commitments and Contingencies - Additional Information (Details) - USD ($)
$ in Millions
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Other Commitments [Line Items]      
Data processing and communication expense $ 12.2 $ 10.4 $ 10.4
Unfunded Loan Commitment      
Other Commitments [Line Items]      
Allowance for unfunded commitments $ 2.1 $ 2.2