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Loans and Allowance for Credit Losses - Summary of Allowance for Loan and Lease Losses (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance $ 95,739    
Credit loss expense (benefit) (8,830) $ 38,329 $ 7,942
Ending Balance 42,213 95,739  
Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 95,739 29,092 27,571
Credit loss expense (benefit) (7,964) 33,981 7,942
Charge-offs (46,946) (6,488) (7,484)
Recoveries 1,384 1,919 1,063
Initial ACL on Loans Purchased with Credit Deterioration   37,415  
Reclassification To Held For Sale   (449)  
Ending Balance 42,213 95,739 29,092
Cumulative Effect, Period of Adoption, Adjustment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance   269  
Ending Balance     269
Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326   269  
Commercial real estate | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 10,182 5,353 4,493
Credit loss expense (benefit) (6,214) 3,607 1,163
Charge-offs (17) (320) (304)
Recoveries 10 170 1
Initial ACL on Loans Purchased with Credit Deterioration   0  
Reclassification To Held For Sale   0  
Ending Balance 3,961 10,182 5,353
Commercial real estate | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326   1,372  
Construction, land development, land | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 3,418 1,382 1,134
Credit loss expense (benefit) (2,584) 2,005 234
Charge-offs (12) (23) (78)
Recoveries 5 241 92
Initial ACL on Loans Purchased with Credit Deterioration   0  
Reclassification To Held For Sale   0  
Ending Balance 827 3,418 1,382
Construction, land development, land | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326   (187)  
1-4 family residential properties | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 1,225 308 317
Credit loss expense (benefit) (849) 378 71
Charge-offs (34) (27) (141)
Recoveries 126 53 61
Initial ACL on Loans Purchased with Credit Deterioration   0  
Reclassification To Held For Sale   0  
Ending Balance 468 1,225 308
1-4 family residential properties | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326   513  
Farmland | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 832 670 535
Credit loss expense (benefit) (270) (355) 400
Charge-offs 0 0 (265)
Recoveries 0 80 0
Initial ACL on Loans Purchased with Credit Deterioration   0  
Reclassification To Held For Sale   0  
Ending Balance 562 832 670
Farmland | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326   437  
Commercial | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 22,040 12,566 12,865
Credit loss expense (benefit) (7,725) 11,336 2,580
Charge-offs (481) (2,344) (3,326)
Recoveries 651 1,115 447
Initial ACL on Loans Purchased with Credit Deterioration   0  
Reclassification To Held For Sale   (449)  
Ending Balance 14,485 22,040 12,566
Commercial | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326   (184)  
Factored receivables | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 56,463 7,657 7,299
Credit loss expense (benefit) 10,038 16,079 2,556
Charge-offs (46,043) (3,201) (2,494)
Recoveries 457 143 296
Initial ACL on Loans Purchased with Credit Deterioration   37,415  
Reclassification To Held For Sale   0  
Ending Balance 20,915 56,463 7,657
Factored receivables | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326   (1,630)  
Consumer | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 542 488 615
Credit loss expense (benefit) (92) 562 583
Charge-offs (359) (573) (876)
Recoveries 135 117 166
Initial ACL on Loans Purchased with Credit Deterioration   0  
Reclassification To Held For Sale   0  
Ending Balance 226 542 488
Consumer | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326   (52)  
Mortgage warehouse | Loans Held for Investment      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Beginning Balance 1,037 668 313
Credit loss expense (benefit) (268) 369 355
Charge-offs 0 0 0
Recoveries 0 0 0
Initial ACL on Loans Purchased with Credit Deterioration   0  
Reclassification To Held For Sale   0  
Ending Balance $ 769 1,037 $ 668
Mortgage warehouse | Cumulative Effect, Period of Adoption, Adjustment | Loans Held for Investment | ASU 2016-13      
Financing Receivable, Allowance for Credit Loss [Roll Forward]      
Impact of Adopting ASC 326   $ 0