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Property and Equipment, Net - Additional Information (Details)
ft² in Thousands, $ in Millions
12 Months Ended
Jan. 31, 2022
USD ($)
Jan. 31, 2021
USD ($)
Jan. 31, 2020
USD ($)
Dec. 31, 2019
ft²
Property, Plant and Equipment [Line Items]        
Depreciation and amortization expense $ 4.5 $ 5.5 $ 2.7  
Impairment charge $ 2.1      
Dublin Lease        
Property, Plant and Equipment [Line Items]        
Area of leased space (in sq ft) | ft²       40