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Revenue Recognition (Tables)
3 Months Ended
Mar. 31, 2020
Revenue from Contract with Customer [Abstract]  
Summary of revenue
The following table presents a summary of revenue:
 
Three Months Ended March 31,
(in thousands)
2020
 
2019
Subscription revenue
$
86,390

 
$
64,737

Perpetual license and maintenance revenue
13,419

 
13,527

Professional services and other revenue
2,839

 
2,037

Revenue
$
102,648

 
$
80,301


Activity of deferred contract costs
The following summarizes the activity of deferred incremental costs of obtaining a contract:
 
Three Months Ended March 31,
(in thousands)
2020
 
2019
Beginning balance
$
72,265

 
$
59,434

Capitalization of contract acquisition costs
6,121

 
6,626

Amortization of deferred contract acquisition costs
(7,644
)
 
(6,249
)
Ending balance
$
70,742

 
$
59,811