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Loans and Allowance for Credit Losses - Summary of Individual and Collective Allowance for Loan Losses and Loan Balances by Class (Details) - USD ($)
$ in Thousands
Sep. 30, 2020
Jun. 30, 2020
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Dec. 31, 2018
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loan Evaluation, Individually     $ 49,851      
Loan Evaluation, Collectively     4,131,986      
Loans $ 4,852,911   4,194,512      
ALLL Allocations, Individually     5,113      
ALLL Allocations, Collectively     23,975      
Allowance for credit losses 90,995 $ 54,613 29,092 $ 31,895 $ 29,416 $ 27,571
Purchased Credit Impaired Loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loans     12,675      
Allowance for credit losses     4      
Commercial real estate            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loan Evaluation, Individually     7,455      
Loan Evaluation, Collectively     1,030,439      
Loans 762,531   1,046,961      
ALLL Allocations, Individually     344      
ALLL Allocations, Collectively     5,009      
Allowance for credit losses 13,152 15,539 5,353 5,798 5,677 4,493
Commercial real estate | Purchased Credit Impaired Loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loans     9,067      
Allowance for credit losses     0      
Construction, land development, land            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loan Evaluation, Individually     2,138      
Loan Evaluation, Collectively     155,985      
Loans 244,512   160,569      
ALLL Allocations, Individually     271      
ALLL Allocations, Collectively     1,111      
Allowance for credit losses 5,600 5,917 1,382 1,084 1,035 1,134
Construction, land development, land | Purchased Credit Impaired Loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loans     2,446      
Allowance for credit losses     0      
1-4 family residential            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loan Evaluation, Individually     1,728      
Loan Evaluation, Collectively     177,189      
Loans 164,785   179,425      
ALLL Allocations, Individually     33      
ALLL Allocations, Collectively     275      
Allowance for credit losses 1,972 2,027 308 417 409 317
1-4 family residential | Purchased Credit Impaired Loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loans     508      
Allowance for credit losses     0      
Farmland            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loan Evaluation, Individually     6,638      
Loan Evaluation, Collectively     148,233      
Loans 110,966   154,975      
ALLL Allocations, Individually     0      
ALLL Allocations, Collectively     670      
Allowance for credit losses 863 958 670 939 590 535
Farmland | Purchased Credit Impaired Loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loans     104      
Allowance for credit losses     0      
Commercial            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loan Evaluation, Individually     15,618      
Loan Evaluation, Collectively     1,326,515      
Loans 1,536,903   1,342,683      
ALLL Allocations, Individually     1,278      
ALLL Allocations, Collectively     11,284      
Allowance for credit losses 22,713 23,283 12,566 14,771 13,899 12,865
Commercial | Purchased Credit Impaired Loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loans     550      
Allowance for credit losses     4      
Factored receivables            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loan Evaluation, Individually     15,947      
Loan Evaluation, Collectively     604,039      
Loans 1,016,337   619,986      
ALLL Allocations, Individually     3,178      
ALLL Allocations, Collectively     4,479      
Allowance for credit losses 44,985 5,244 7,657 7,717 6,861 7,299
Factored receivables | Purchased Credit Impaired Loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loans     0      
Allowance for credit losses     0      
Consumer            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loan Evaluation, Individually     327      
Loan Evaluation, Collectively     21,598      
Loans 17,106   21,925      
ALLL Allocations, Individually     9      
ALLL Allocations, Collectively     479      
Allowance for credit losses 710 768 488 581 563 615
Consumer | Purchased Credit Impaired Loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loans     0      
Allowance for credit losses     0      
Mortgage warehouse            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loan Evaluation, Individually     0      
Loan Evaluation, Collectively     667,988      
Loans 999,771   667,988      
ALLL Allocations, Individually     0      
ALLL Allocations, Collectively     668      
Allowance for credit losses $ 1,000 $ 877 668 $ 588 $ 382 $ 313
Mortgage warehouse | Purchased Credit Impaired Loans            
Financing Receivable, Allowance for Credit Loss [Line Items]            
Loans     0      
Allowance for credit losses     $ 0