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Business and Summary of Significant Accounting Policies (Tables)
12 Months Ended
Dec. 31, 2019
Organization, Consolidation and Presentation of Financial Statements [Abstract]  
Summary of revenue
The following table presents a summary of revenue:
 
Year Ended December 31,
(in thousands)
2019
 
2018
 
2017
Subscription revenue
$
290,549

 
$
205,827

 
$
132,873

Perpetual license and maintenance revenue
54,173

 
54,622

 
50,337

Professional services and other revenue
9,864

 
6,911

 
4,517

Revenue
$
354,586

 
$
267,360

 
$
187,727


Activity of deferred contract costs
The following summarizes the activity of deferred incremental costs of obtaining a contract:
 
Year Ended December 31,
(in thousands)
2019
 
2018
Beginning balance
$
59,434

 
$
50,176

Capitalization of contract acquisition costs
40,172

 
29,075

Amortization of deferred contract acquisition costs
(27,341
)
 
(19,817
)
Ending balance
$
72,265

 
$
59,434