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Loss on Disposal of Assets - Narrative (Details)
$ in Thousands
12 Months Ended
Dec. 31, 2019
USD ($)
Dec. 31, 2018
USD ($)
aircraft_engine
Dec. 31, 2017
USD ($)
Income Statement, Balance Sheet and Additional Disclosures by Disposal Groups, Including Discontinued Operations [Line Items]      
Loss on disposal of assets $ 17,350 $ 9,580 $ 4,168
Inventory write-down 13,400 $ 4,400  
Write down of assets held-for-sale 3,100    
Capitalized costs for enterprise accounting software write-off 2,400    
Gain on sale-leaseback transaction $ 1,500    
Number of engines sold | aircraft_engine   6  
V2500 SelectOne Engine      
Income Statement, Balance Sheet and Additional Disclosures by Disposal Groups, Including Discontinued Operations [Line Items]      
Proceeds from the sale of used engines   $ 11,400  
Loss on sale of used engines   $ (5,200)