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Goodwill and Intangible Assets - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
May 31, 2022
May 31, 2021
May 31, 2022
May 31, 2021
Aug. 31, 2021
Goodwill And Intangible Assets Disclosure [Abstract]          
Goodwill, carrying amount $ 272,455   $ 272,455   $ 272,455
Amortization of intangible assets from acquisition $ 3,900 $ 4,100 $ 11,900 $ 12,300