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Stock-Based Compensation - Taxes (Details) - USD ($)
3 Months Ended
Oct. 31, 2016
Oct. 31, 2015
Stock-based awards, additional disclosure    
Deduction in income tax due to exercise of options and vesting of restricted stock (in dollars) $ 5,376,000 $ 3,041,000
Income tax deductions previously recorded in income tax expense over the equity awards' vesting period 3,135,000 1,552,000
Increase in additional paid-in capital due to excess tax benefit on stock-based compensation expense (in dollars)   1,489,000
Reduction of income tax expense   $ 613,000
New Accounting Pronouncement, Early Adoption, Effect | ASU 2016-09 Share-Based Payment Accounting    
Stock-based awards, additional disclosure    
Reduction of income tax expense $ 2,241,000