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Income Taxes - Narrative (Details) - USD ($)
12 Months Ended
Jan. 31, 2018
Jan. 31, 2017
New Accounting Pronouncements or Change in Accounting Principle [Line Items]    
Income tax benefit related to stock based compensation $ 1,300,000  
Increase in valuation allowance 27,500,000 $ 26,900,000
Reduction in deferred tax asset before valuation allowance due to change in tax rate 61,000,000  
Accrued penalties and interest related to unrecognized tax benefits 0 0
Domestic Tax Authority    
New Accounting Pronouncements or Change in Accounting Principle [Line Items]    
Operating loss carryforwards 490,600,000 264,700,000
State and Local Jurisdiction    
New Accounting Pronouncements or Change in Accounting Principle [Line Items]    
Operating loss carryforwards 295,600,000 $ 164,200,000
Foreign Tax Authority    
New Accounting Pronouncements or Change in Accounting Principle [Line Items]    
Operating loss carryforwards 2,300,000  
Research Tax Credit Carryforward | Domestic Tax Authority    
New Accounting Pronouncements or Change in Accounting Principle [Line Items]    
Tax credit carryforward 6,200,000  
Research Tax Credit Carryforward | State and Local Jurisdiction    
New Accounting Pronouncements or Change in Accounting Principle [Line Items]    
Tax credit carryforward 5,600,000  
California Enterprise Zone Credit | State and Local Jurisdiction    
New Accounting Pronouncements or Change in Accounting Principle [Line Items]    
Tax credit carryforward $ 1,000,000