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Equity and Equity Compensation Plans - Narrative (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 6 Months Ended 9 Months Ended
Jun. 01, 2019
Jul. 27, 2017
Sep. 30, 2020
Sep. 30, 2019
Jun. 30, 2020
Sep. 30, 2020
Sep. 30, 2019
Dec. 31, 2019
Jul. 26, 2017
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Common stock, authorized (in shares)     500,000,000     500,000,000   500,000,000  
Common stock, par value (in dollars per share)     $ 0.001     $ 0.001   $ 0.001  
Temporary equity, shares authorized (in shares)     10,000,000     10,000,000   10,000,000  
Temporary equity, par value (in dollars per share)     $ 0.001     $ 0.001   $ 0.001  
Unrecognized stock-based compensation, options     $ 1,232     $ 1,232      
Total grant date fair value, options exercised     9,775 $ 6,205   27,640 $ 19,021    
Share-based payment expense     11,348 7,510   25,764 19,792    
Stock-based compensation capitalized in property and equipment     563 370   1,714 931    
Share-based Compensation Arrangement by Share-based Payment Award, Options, Exercises in Period, Intrinsic Value     $ 21,400 $ 3,426   $ 47,875 17,509    
2004 Equity Incentive Plan                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Expected life           10 years      
Award vesting period           4 years      
2017 Equity Incentive Plan                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Common stock reserved (in shares)     22,028,222     22,028,222   19,916,092 7,898,159
Percentage of common stock, outstanding         5.00%        
Expected life         10 years        
Restricted stock units outstanding (in shares)     3,948,967     3,948,967   5,023,412  
2017 Employee Stock Purchase Plan                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Common stock reserved (in shares)     3,143,346     3,143,346   2,400,256  
Employee stock | 2004 Equity Incentive Plan                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Common stock reserved (in shares)     0     0      
Employee stock | 2017 Employee Stock Purchase Plan                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Common stock reserved (in shares)   1,600,000              
Percentage of common stock, outstanding   1.00%              
Purchase price of common stock, percentage of market price of common stock           85.00%      
Employee Stock Option                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Unrecognized compensation expense, period for recognition           10 months 13 days      
Performance Shares                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Restricted stock units outstanding (in shares)     314,999     314,999      
Share-based payment expense             (126)    
Restricted Stock Units (RSUs)                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Forfeited or canceled (in dollars per share)           $ 19.22      
Unrecognized compensation expense, period for recognition           2 years 5 months 15 days      
Unrecognized stock-based compensation     $ 69,507     $ 69,507      
Restricted stock units granted (in shares)           617,728      
Restricted stock units outstanding (in shares)     3,948,967     3,948,967   5,023,412  
Performance RSUs                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Achievement percentage of performance conditions           100.00%      
Chief Executive Officer | Performance Shares                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Options granted (in shares) 150,000                
Options granted (in dollars per share) $ 27.50                
Maximum | 2017 Equity Incentive Plan                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Award vesting period           4 years      
Maximum | Performance Shares                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Share-based Compensation Arrangement by Share-based Payment Award, Award Vesting Rights, Percentage           200.00%      
Maximum | Chief Executive Officer | Performance Shares                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Options granted (in shares) 300,000                
Minimum | 2017 Equity Incentive Plan                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Award vesting period           2 years      
Minimum | Performance Shares                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Share-based Compensation Arrangement by Share-based Payment Award, Award Vesting Rights, Percentage           0.00%      
January To December 2018 Awards [Member] | Performance Shares                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Share-based payment expense             (610)    
January To December 2019 Awards [Member] | Performance Shares                  
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]                  
Share-based payment expense           $ 1,493 $ 484