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Commitments and Contingencies (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Investor        
Long-term Purchase Commitment [Line Items]        
Remaining purchase obligation $ 1,200   $ 1,200  
Amount of related party transaction 1,200 $ 800 3,700 $ 2,400
Remaining purchase obligation 1,200   1,200  
Amazon Web Services        
Long-term Purchase Commitment [Line Items]        
Professional fees 1,500 1,100 4,200 2,600
Remaining purchase obligation 1,400   1,400  
Remaining purchase obligation 1,400   1,400  
Professional fees $ 1,500 $ 1,100 $ 4,200 $ 2,600