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Income Taxes - Reconciliation of the Statutory Tax Rates to the Effective Tax Rates (Details)
12 Months Ended
Aug. 31, 2018
Aug. 31, 2017
Aug. 31, 2016
Effective Income Tax Rate Reconciliation, Percent [Abstract]      
Statutory federal income tax rate 25.70% 35.00% 35.00%
State and local income taxes, net of federal income tax benefit 0.70% 12.10% 0.30%
Patronage earnings (13.60%) 91.70% (21.20%)
Domestic production activities deduction (8.40%) 30.50% (12.10%)
Export activities at rates other than the U.S. statutory rate 6.10% 51.60% (3.00%)
U.S. tax reform (23.20%) 0.00% 0.00%
Intercompany transfer of business assets (6.10%) 0.00% 0.00%
Increase in unrecognized tax benefits 6.80% 0.00% 0.00%
Valuation allowance (3.40%) (77.10%) 25.40%
Tax credits 0.70% 22.80% (14.10%)
Crack spread contingency 0.00% 4.80% (5.30%)
Other (0.80%) (7.00%) (0.30%)
Effective tax rate (15.50%) 164.40% 4.70%