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Income Taxes - Summary of Valuation Allowance (Details) - USD ($)
$ in Thousands
12 Months Ended
Jan. 31, 2022
Jan. 31, 2021
Jan. 31, 2020
Deferred Tax Assets, Valuation Allowance [Roll Forward]      
Valuation allowance, beginning of year $ 126,270 $ 102,758 $ 73,155
Change in valuation allowance 39,811 23,512 29,603
Valuation allowance, end of year $ 166,081 $ 126,270 $ 102,758