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Fair Value Measurements - Recurring Fair Value Measurements (Details) - USD ($)
$ in Thousands
Aug. 31, 2021
Aug. 31, 2020
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Embedded Derivative, Fair Value of Embedded Derivative Asset $ 16,500  
Fair Value, Measurements, Recurring    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Deferred Compensation Assets, at Fair Value 51,940 $ 47,669
Embedded Derivative, Fair Value of Embedded Derivative Asset 16,488 18,998
Securities Segregated under Other Regulations 99,837 85,950
Other assets 6,052 5,276
Total assets 738,452 530,961
Total liabilities 454,368 421,630
Fair Value, Measurements, Recurring | Fair Value, Inputs, Level 3    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Deferred Compensation Assets, at Fair Value 0 0
Embedded Derivative, Fair Value of Embedded Derivative Asset 0 0
Securities Segregated under Other Regulations 0  
Other assets 0 0
Total assets 0 0
Total liabilities 0 0
Fair Value, Measurements, Recurring | Fair Value, Inputs, Level 2    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Deferred Compensation Assets, at Fair Value 0 0
Embedded Derivative, Fair Value of Embedded Derivative Asset 16,488 18,998
Securities Segregated under Other Regulations 0  
Other assets 0 0
Total assets 578,170 386,304
Total liabilities 452,753 415,593
Fair Value, Measurements, Recurring | Fair Value, Inputs, Level 1    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Deferred Compensation Assets, at Fair Value 51,940 47,669
Embedded Derivative, Fair Value of Embedded Derivative Asset 0 0
Securities Segregated under Other Regulations 99,837 85,950
Other assets 6,052 5,276
Total assets 160,282 144,657
Total liabilities 1,615 6,037
Fair Value, Measurements, Recurring | Commodity derivatives    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Derivative Asset 544,706 361,545
Derivative Liability 445,862 352,163
Fair Value, Measurements, Recurring | Commodity derivatives | Fair Value, Inputs, Level 3    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Derivative Asset 0 0
Derivative Liability 0 0
Fair Value, Measurements, Recurring | Commodity derivatives | Fair Value, Inputs, Level 2    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Derivative Asset 542,253 355,783
Derivative Liability 444,247 346,126
Fair Value, Measurements, Recurring | Commodity derivatives | Fair Value, Inputs, Level 1    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Derivative Asset 2,453 5,762
Derivative Liability 1,615 6,037
Fair Value, Measurements, Recurring | Foreign currency derivatives    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Foreign Currency Contract, Asset, Fair Value Disclosure 19,429 11,523
Foreign Currency Contracts, Liability, Fair Value Disclosure 8,506 69,467
Fair Value, Measurements, Recurring | Foreign currency derivatives | Fair Value, Inputs, Level 3    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Foreign Currency Contract, Asset, Fair Value Disclosure 0 0
Foreign Currency Contracts, Liability, Fair Value Disclosure 0 0
Fair Value, Measurements, Recurring | Foreign currency derivatives | Fair Value, Inputs, Level 2    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Foreign Currency Contract, Asset, Fair Value Disclosure 19,429 11,523
Foreign Currency Contracts, Liability, Fair Value Disclosure 8,506 69,467
Fair Value, Measurements, Recurring | Foreign currency derivatives | Fair Value, Inputs, Level 1    
Fair Value, Assets and Liabilities Measured on Recurring and Nonrecurring Basis [Line Items]    
Foreign Currency Contract, Asset, Fair Value Disclosure 0 0
Foreign Currency Contracts, Liability, Fair Value Disclosure $ 0 $ 0