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Income Taxes - Schedule of Unrecognized Tax Benefits (Details) - USD ($)
$ in Thousands
12 Months Ended
Jul. 31, 2022
Jul. 31, 2021
Reconciliation of Unrecognized Tax Benefits, Excluding Amounts Pertaining to Examined Tax Returns [Roll Forward]    
Balance, beginning balance $ 89,775 $ 85,257
Increases related to current year tax positions 3,499 4,335
Increases related to prior year tax positions 604 328
Decreases related to prior year tax positions (2,263) 0
Lapse of statute of limitations/Settlements (942) (145)
Balance, ending balance $ 90,673 $ 89,775