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Equity Award Plans - Options to Purchase Common Stock - Activity (Details) - Common Stock - USD ($)
$ / shares in Units, $ in Thousands
6 Months Ended 12 Months Ended
May 08, 2018
Jun. 30, 2018
Dec. 31, 2017
Number of Shares      
Beginning balance (in shares)   14,183,221  
Granted (in shares)   2,905,375  
Exercised (in shares)   (624,019)  
Forfeited (in shares)   (543,216)  
Series A options converted to common stock options upon IPO (in shares)   1,693,197  
Series E-1 options converted to common stock options upon IPO (in shares) 837,835 837,835  
Ending balance (in shares)   18,452,393 14,183,221
Weighted-Average Exercise Price      
Beginning balance (in dollars per share)   $ 4.89  
Granted (in dollars per share)   12.28  
Exercised (in dollars per share)   4.04  
Forfeited (in dollars per share)   6.18  
Series A options converted to common stock options upon IPO (in dollars per share)   2.90  
Series E-1 options converted to common stock options upon IPO (in dollars per share)   0.86  
Ending balance (in dollars per share)   $ 5.68 $ 4.89
Vested and expected to vest      
Number of Shares - Vested and expected to vest (in shares)   17,748,554  
Weighted-Average Exercise Price - Vested and expected to vest (in dollars per share)   $ 5.54  
Weighted-Average Remaining Contractual Term - Vested and expected to vest (in years)   6 years 11 months 12 days  
Aggregate Intrinsic Value - Vested and expected to vest   $ 363,193  
Additional disclosures      
Weighted-Average Remaining Contractual Term - Options, balance (in years)   7 years 11 days 7 years 1 month 28 days
Aggregate Intrinsic Value - Options, balance   $ 375,031 $ 17,626
Number of Shares - Options vested and exercisable (in shares)   10,612,656  
Weighted-Average Exercise Price - Options vested and exercisable (in dollars per share)   $ 3.81  
Weighted-Average Remaining Contractual Term - Options vested and exercisable (in years)   5 years 8 months 16 days  
Aggregate Intrinsic Value - Options vested and exercisable   $ 235,524