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Stockholders' Equity - Narrative (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
May 31, 2022
May 31, 2021
May 31, 2022
May 31, 2021
Equity [Abstract]        
Repurchase of common stock (in shares) 0 178,100 46,200 531,859
Repurchases of common stock $ 0 $ 57,571 $ 18,639 $ 172,210
Remaining authorized repurchase amount $ 181,300   $ 181,300  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Shares repurchased from employees (in shares)     7,432 7,469
Value of shares repurchased in settlement of employee tax withholding obligations     $ 3,300 $ 2,400
Restricted stock        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Vesting of restricted stock (in shares)     18,384 18,995
Shares repurchased from employees (in shares)     7,172 7,151
Value of shares repurchased in settlement of employee tax withholding obligations     $ 3,100 $ 2,300