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Revenue - Disaggregated by category (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Disaggregation of Revenue [Line Items]        
Total revenues $ 160,808 $ 150,658 $ 488,176 $ 404,311
Product revenue        
Disaggregation of Revenue [Line Items]        
Total revenues 92,582 79,388 273,716 211,595
Rental revenue        
Disaggregation of Revenue [Line Items]        
Total revenues 35,528 38,135 113,601 102,224
Field service and other revenue        
Disaggregation of Revenue [Line Items]        
Total revenues $ 32,698 $ 33,135 $ 100,859 $ 90,492