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Restatement of Previously Issued Financial Information - Narrative (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended 12 Months Ended
May 31, 2019
Feb. 28, 2019
Nov. 30, 2018
May 31, 2018
Feb. 28, 2018
Nov. 30, 2017
May 31, 2019
May 31, 2018
Aug. 31, 2017
Aug. 31, 2018
Error Corrections and Prior Period Adjustments Restatement [Line Items]                    
Increase (decrease) to income before income taxes $ 61,579     $ 236,839     $ 690,666 $ 422,898    
Increase (decrease) to net income (54,713) $ (248,304) $ (347,115) (181,620) $ (165,959) $ (187,182) (650,132) (534,761)    
Decrease in cash (155,252)     (533,887)     (155,252) (533,887) $ (181,379) $ (450,617)
Increase (decrease) to cost of goods sold 8,274,170     8,841,696     22,343,944 23,398,272    
Increase (decrease) to income tax expense 6,866     55,219     40,534 (111,863)    
Increase (decrease) to revenues 8,497,941     9,087,328     23,465,769 24,099,365    
Decrease of inventory $ (3,338,321)           $ (3,338,321)     $ (2,768,649)
Restatement Adjustments                    
Error Corrections and Prior Period Adjustments Restatement [Line Items]                    
Increase (decrease) to income before income taxes       (52,645)       (51,592)    
Increase (decrease) to net income       47,526       40,630    
Increase (decrease) to cost of goods sold       112,447       224,116    
Increase (decrease) to income tax expense       (5,119)       (10,962)    
Increase (decrease) to revenues       59,803       171,857    
Freight Derivatives And Related Misstatements [Member]                    
Error Corrections and Prior Period Adjustments Restatement [Line Items]                    
Misstatement between line items in the Consolidated Statements of Cash Flows               3,000    
Freight Derivatives And Related Misstatements [Member] | Restatement Adjustments                    
Error Corrections and Prior Period Adjustments Restatement [Line Items]                    
Increase (decrease) to income before income taxes       (29,800)       (52,900)    
Increase (decrease) to net income       24,700       48,500    
Increase (decrease) to cost of goods sold       29,800       52,900    
Increase (decrease) to income tax expense       (5,100)       (4,400)    
Intercompany Misstatements                    
Error Corrections and Prior Period Adjustments Restatement [Line Items]                    
Misstatement between line items in the Consolidated Statements of Cash Flows               3,000    
Intercompany Misstatements | Restatement Adjustments                    
Error Corrections and Prior Period Adjustments Restatement [Line Items]                    
Misstatement between line items in the Consolidated Statements of Cash Flows                 5,000  
Other Misstatements | Restatement Adjustments                    
Error Corrections and Prior Period Adjustments Restatement [Line Items]                    
Increase (decrease) to income before income taxes       (22,800)       1,300    
Increase (decrease) to net income       22,800       (7,900)    
Increase (decrease) to cost of goods sold       18,800            
Increase (decrease) to income tax expense               (6,600)    
Misstatement between line items in the Consolidated Statements of Cash Flows               18,300 49,200  
Reduction of notes payable   $ 3,100                
Other Misstatements, Excise Tax Credit [Member] | Restatement Adjustments                    
Error Corrections and Prior Period Adjustments Restatement [Line Items]                    
Increase (decrease) to income before income taxes               1,300    
Increase (decrease) to cost of goods sold               (13,700)    
Other Misstatements, Valuation of Derivatives [Member] | Restatement Adjustments                    
Error Corrections and Prior Period Adjustments Restatement [Line Items]                    
Increase (decrease) to cost of goods sold       $ 1,300       (6,600)    
Other Misstatements, Postretirement Benefit Plan Activity | Restatement Adjustments                    
Error Corrections and Prior Period Adjustments Restatement [Line Items]                    
Increase (decrease) to cost of goods sold               (2,600)    
Other Misstatements, Timing Difference | Restatement Adjustments                    
Error Corrections and Prior Period Adjustments Restatement [Line Items]                    
Increase (decrease) to cost of goods sold               $ 18,800    
Decrease of inventory                 24,100  
Increase in accounts receivable                 $ 24,100