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Revenue - Additional Information (Details) - USD ($)
$ in Millions
3 Months Ended
Mar. 31, 2020
Mar. 31, 2019
Disaggregation of Revenue [Line Items]    
Subscription and support term length 1 year  
Revenue recognized $ 20.2 $ 11.5
Amortization period 3 years  
Minimum    
Disaggregation of Revenue [Line Items]    
Subscription and support term length 1 year  
Maximum    
Disaggregation of Revenue [Line Items]    
Subscription and support term length 3 years