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Revenue (Tables)
12 Months Ended
Dec. 31, 2021
Revenue from Contract with Customer [Abstract]  
Summary of revenue
The following table presents a summary of revenue:
Year Ended December 31,
(in thousands)202120202019
Subscription revenue$476,023 $377,354 $290,549 
Perpetual license and maintenance revenue50,333 50,594 54,173 
Professional services and other revenue14,774 12,273 9,864 
Revenue$541,130 $440,221 $354,586 
Activity of deferred contract costs
The following summarizes the activity of deferred incremental costs of obtaining a contract:
Year Ended December 31,
(in thousands)20212020
Beginning balance$78,876 $72,265 
Capitalization of contract acquisition costs58,196 38,756 
Amortization of deferred contract acquisition costs(37,123)(32,145)
Ending balance$99,949 $78,876