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Summary of Significant Accounting Policies - Maintenance Costs (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Property, Plant and Equipment [Line Items]      
Deferred costs for heavy maintenance $ 176,000 $ 190,500 $ 78,200
Deferred heavy maintenance, gross 504,200 366,300  
Accumulated heavy maintenance amortization 492,447 332,864  
Airframe and Engine Maintenance Costs [Abstract]      
Total maintenance, materials and repairs 143,575 129,078 110,439
Heavy maintenance and major overhaul      
Property, Plant and Equipment [Line Items]      
Amortization of heavy maintenance 63,364 41,286 53,855
Heavy Maintenance      
Property, Plant and Equipment [Line Items]      
Accumulated heavy maintenance amortization 142,600 117,300  
Flight hour-based maintenance expense      
Airframe and Engine Maintenance Costs [Abstract]      
Total maintenance, materials and repairs 78,253 68,039 54,802
Non-flight hour-based maintenance expense      
Airframe and Engine Maintenance Costs [Abstract]      
Total maintenance, materials and repairs $ 65,322 $ 61,039 $ 55,637