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Revenue - Effect of New Revenue Guidance, Impact on Income Statement (Details) - USD ($)
$ in Thousands
3 Months Ended
Nov. 30, 2018
Nov. 30, 2017
New Accounting Pronouncements or Change in Accounting Principle [Line Items]    
Net revenue $ 6,506,275 $ 5,585,532
Cost of revenue 5,986,625 5,116,247
Operating income 216,710 145,754
Income tax expense 40,813 43,520
Net income 124,074 $ 63,919
Balance without the adoption of ASU 2014-09    
New Accounting Pronouncements or Change in Accounting Principle [Line Items]    
Net revenue 6,243,735  
Cost of revenue 5,760,456  
Operating income 180,339  
Income tax expense 39,916  
Net income $ 88,600