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Stock-Based Compensation and Employee Benefit Plan - Employee Stock Purchase Plan (Details) - 2018 ESPP - USD ($)
$ in Millions
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Employee stock ownership plan (ESOP), compensation expense $ 1.8 $ 2.4 $ 4.7 $ 5.2
Share-based compensation arrangement by share-based payment award, shares issued in period     992,846  
Number of additional shares authorized (in shares)     1,494,819  
Number of common stock reserved for issuance (in shares) 3,532,380   3,532,380