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Summary of Significant Accounting Policies - Property and Equipment (Details)
$ in Thousands
12 Months Ended
Dec. 31, 2019
USD ($)
aircraft
Dec. 31, 2018
USD ($)
Dec. 31, 2017
USD ($)
Property, Plant and Equipment [Line Items]      
Number of spare engines capitalized | aircraft 14    
Number of flight simulators capitalized | aircraft 1    
Depreciation, Depletion and Amortization, Nonproduction [Abstract]      
Depreciation $ 155,326 $ 129,412 $ 83,154
Amortization of capitalized software 6,574 6,029 3,143
Total depreciation and amortization $ 225,264 176,727 140,152
Aircrafts, Major Spare Rotable Parts, Avionics, and Assemblies      
Property, Plant and Equipment [Line Items]      
Residual value, percentage 10.00%    
Aircraft      
Property, Plant and Equipment [Line Items]      
Depreciable lives used for the principal depreciable asset classifications 25 years    
Spare rotables and flight assemblies | Minimum      
Property, Plant and Equipment [Line Items]      
Depreciable lives used for the principal depreciable asset classifications 7 years    
Spare rotables and flight assemblies | Maximum      
Property, Plant and Equipment [Line Items]      
Depreciable lives used for the principal depreciable asset classifications 15 years    
Other equipment and vehicles | Minimum      
Property, Plant and Equipment [Line Items]      
Depreciable lives used for the principal depreciable asset classifications 5 years    
Other equipment and vehicles | Maximum      
Property, Plant and Equipment [Line Items]      
Depreciable lives used for the principal depreciable asset classifications 7 years    
Internal use software      
Depreciation, Depletion and Amortization, Nonproduction [Abstract]      
Capitalized computer software, net $ 13,000 13,700  
Capitalized software costs during the year $ 5,900 12,000 1,400
Internal use software | Minimum      
Property, Plant and Equipment [Line Items]      
Depreciable lives used for the principal depreciable asset classifications 3 years    
Internal use software | Maximum      
Property, Plant and Equipment [Line Items]      
Depreciable lives used for the principal depreciable asset classifications 10 years    
Heavy maintenance and major overhaul      
Depreciation, Depletion and Amortization, Nonproduction [Abstract]      
Amortization of heavy maintenance $ 63,364 $ 41,286 $ 53,855
Spare engines | Minimum      
Property, Plant and Equipment [Line Items]      
Operating leases, term 2 years    
Spare engines | Maximum      
Property, Plant and Equipment [Line Items]      
Operating leases, term 14 years    
Buildings      
Property, Plant and Equipment [Line Items]      
Depreciable lives used for the principal depreciable asset classifications 30 years    
Aircraft | Minimum      
Property, Plant and Equipment [Line Items]      
Operating leases, term 8 years    
Aircraft | Maximum      
Property, Plant and Equipment [Line Items]      
Operating leases, term 18 years    
A320 Family | Aircraft      
Property, Plant and Equipment [Line Items]      
Number of aircraft under finance lease | aircraft 2    
A320 Family | Aircraft      
Property, Plant and Equipment [Line Items]      
Number of aircraft capitalized | aircraft 91