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Stock-Based Compensation Expense (Tables)
6 Months Ended
Jun. 30, 2019
Share-based Payment Arrangement [Abstract]  
Schedule of Stock-Based Compensation Expense
Stock-based compensation expense for restricted stock, restricted stock units, stock options and issuances of common stock pursuant to our employee stock purchase plan was classified in the accompanying consolidated statements of operations as follows:
 
 
Three Months Ended June 30,
 
Six Months Ended June 30,
 
 
2019
 
2018
 
2019
 
2018
 
 
(in thousands)
 
 
 
 
Stock-based compensation expense:
 
 
 
 
 
 
 
 
Cost of revenue
 
$
718

 
$
469

 
$
1,291

 
$
843

Research and development
 
4,054

 
2,850

 
7,228

 
5,416

Sales and marketing
 
2,942

 
2,055

 
5,406

 
3,618

General and administrative
 
2,716

 
1,976

 
5,139

 
3,698

Total stock-based compensation expense
 
$
10,430

 
$
7,350

 
$
19,064

 
$
13,575


Summary of Restricted Stock and Restricted Stock Unit Activity
Restricted stock and restricted stock unit activity during the six months ended June 30, 2019 was as follows:
 
 
Restricted Stock
 
Restricted Stock Units
 
 
Shares
 
Weighted-Average
Grant Date
Fair Value
 
Shares
 
Weighted-Average
Grant Date
Fair Value
Unvested balance as of December 31, 2018
 
21,677

 
$
10.88

 
2,773,773

 
$
21.21

Granted
 

 

 
1,509,033

 
41.83

Vested
 
(21,677
)
 
10.88

 
(594,764
)
 
22.88

Forfeited
 

 

 
(174,261
)
 
25.31

Unvested balance as of June 30, 2019
 

 
$

 
3,513,781

 
$
29.58


Summary of Stock Option Activity
Stock option activity during the six months ended June 30, 2019 was as follows:
 
 
Shares
 
Weighted
Average
Exercise
Price
 
Weighted
Average
Remaining
Contractual Life
(in years)
 
Aggregate
Intrinsic
Value
(in thousands)
Outstanding as of December 31, 2018
 
3,713,179

 
$
10.32

 
 
 
 
Granted
 

 

 
 
 
 
Exercised
 
(549,612
)
 
11.02

 
 
 
$
21,286

Forfeited/cancelled
 
(26,013
)
 
12.88

 
 
 
 
Outstanding as of June 30, 2019
 
3,137,554

 
$
10.17

 
5.7
 
$
149,561

Vested and exercisable as of June 30, 2019
 
2,416,849

 
$
8.90

 
5.1
 
$
118,275