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Property and Equipment, Net - Additional Information (Details) - USD ($)
$ in Millions
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Property Plant And Equipment [Line Items]      
Depreciation expense $ 3.6 $ 2.5 $ 2.5
General and Administrative Expense      
Property Plant And Equipment [Line Items]      
Depreciation expense 2.2 2.2 2.2
Fulfilment Expense      
Property Plant And Equipment [Line Items]      
Depreciation expense $ 1.4 $ 0.3 $ 0.3