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Stockholders’ Equity - Narrative (Details) - USD ($)
$ / shares in Units, $ in Thousands
1 Months Ended 12 Months Ended
Dec. 31, 2019
Jul. 31, 2019
Dec. 31, 2018
Apr. 30, 2018
Dec. 31, 2017
Mar. 31, 2017
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Class of Stock [Line Items]                  
Accretion to redemption price of redeemable convertible preferred stock (less than for the three months ended June 30, 2019 and 2018)             $ 96 $ 162 $ 143
Issuance of redeemable convertible preferred stock, net of issuance costs (in shares)               12,655,000 11,774,000
Issuance of redeemable convertible preferred stock, net of issuance costs               $ 104,750 $ 52,346
Common stock, shares authorized (in shares) 900,000,000 900,000,000 99,250,000 99,250,000   80,000,000 900,000,000 99,250,000  
Preferred stock, shares authorized (in shares) 100,000,000 100,000,000 0 58,615,488   45,960,013 100,000,000 0  
Stock converted   $ 237,000              
Preferred stock, shares issued (in shares) 0   0       0 0  
Preferred stock, shares outstanding (in shares) 0   0       0 0  
Preferred stock, par value (in dollars per share) $ 0.001 $ 0.001 $ 0.001       $ 0.001 $ 0.001  
Conversion trigger minimum Common Stock price per share (in dollars per share) 8.9180           $ 8.9180    
Conversion trigger minimum cash proceeds in public offering             $ 50,000    
Common stock, par value (in dollars per share) $ 0.001 $ 0.001 0.001       $ 0.001 0.001  
IPO                  
Class of Stock [Line Items]                  
Sale of stock (in shares)   14,590,050              
Offering price (in dollars per share)   $ 28.00              
Net proceeds from sale of stock   $ 377,500              
Underwriting discounts and commissions   28,600              
Offering expenses   $ 2,400              
Underwriters' Option                  
Class of Stock [Line Items]                  
Sale of stock (in shares)   1,903,050              
Secondary Offering - Shares From Existing Shareholders                  
Class of Stock [Line Items]                  
Offering price (in dollars per share)     $ 7.4672   $ 1.88     $ 7.4672 $ 1.88
Share based compensation     $ 2,300            
Common Stock                  
Class of Stock [Line Items]                  
Stock converted (in shares)   58,615,488              
Common Stock | Secondary Offering - Shares From Existing Shareholders                  
Class of Stock [Line Items]                  
Sale of stock (in shares) 2,777,327   2,138,302   605,345        
Offering price (in dollars per share) $ 27.00           27.00    
Redeemable convertible preferred stock | Secondary Offering - Shares From Existing Shareholders                  
Class of Stock [Line Items]                  
Sale of stock (in shares)     57,945            
Series A Redeemable Convertible Preferred Stock                  
Class of Stock [Line Items]                  
Dividend rate (in dollars per share)             0.081968    
Conversion price (in dollars per share) 1.0246           1.0246    
Series B Redeemable Convertible Preferred Stock                  
Class of Stock [Line Items]                  
Dividend rate (in dollars per share)             0.1824    
Conversion price (in dollars per share) 2.2384           2.2384    
Series C Redeemable Convertible Preferred Stock                  
Class of Stock [Line Items]                  
Dividend rate (in dollars per share)             0.2666    
Conversion price (in dollars per share) 3.3318           3.3318    
Series D Redeemable Convertible Preferred Stock                  
Class of Stock [Line Items]                  
Issuance of redeemable convertible preferred stock, net of issuance costs (in shares)           11,773,932      
Issuance of redeemable convertible preferred stock, net of issuance costs           $ 52,500      
Temporary equity issued during period, (in dollars per share)           $ 4.4590      
Dividend rate (in dollars per share)           $ 0.3568 0.3568    
Conversion price (in dollars per share) 4.4590           4.4590    
Series E Redeemable Convertible Preferred Stock                  
Class of Stock [Line Items]                  
Issuance of redeemable convertible preferred stock, net of issuance costs (in shares)       12,655,477          
Issuance of redeemable convertible preferred stock, net of issuance costs       $ 105,000          
Temporary equity issued during period, (in dollars per share)       $ 8.2968          
Dividend rate (in dollars per share)       $ 0.6638     0.6638    
Conversion price (in dollars per share) $ 8.2968           $ 8.2968