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Leases
3 Months Ended
Mar. 31, 2020
Leases [Abstract]  
Leases
7. Leases
The Company has lease arrangements for warehouse, fulfillment center, office, and data center spaces. These leases expire at various dates through 2036. Operating lease expense was $36.1 million and $25.6 million in the three months ended March 31, 2020 and 2019, respectively.
The following table presents supplemental cash flow information related to leases:
 
 
Three months ended March 31, 2020
 
Three months ended March 31, 2019
 
 
(in thousands)
Cash payments included in operating cash flows from lease arrangements
 
$
34,082

 
$
24,323

Right-of-use assets obtained in exchange for lease obligations
 
$
44,946

 
$
44,764


The following table presents supplemental balance sheet information related to leases:
 
 
March 31, 2020
 
December 31, 2019
 
 
(in thousands)
Additional lease information
 
 
 
 
Weighted average remaining lease term
 
9.5 years

 
10 years

Weighted average discount rate
 
6.7
%
 
6.7
%


The following table presents future minimum lease payments under non-cancellable leases as of March 31, 2020:
 
 
Amount
 
 
(in thousands)
2020 (excluding the three months ended March 31, 2020)
 
$
111,475

2021
 
156,596

2022
 
148,709

2023
 
144,040

2024
 
141,591

Thereafter
 
563,150

Total future minimum lease payments
 
1,265,561

Less: Imputed interest
 
(331,528
)
Total
 
$
934,033


The following table presents total operating leases as of March 31, 2020 and December 31, 2019:
 
 
March 31,
2020
 
December 31,
2019
 
 
(in thousands)
Balance sheet line item
 
 
 
 
Other current liabilities
 
$
95,127

 
$
91,104

Operating lease liabilities
 
838,906

 
822,602

Total operating leases
 
$
934,033

 
$
913,706


As of March 31, 2020, the Company has entered into $290.6 million of additional operating leases, primarily related to build-to-suit warehouse leases that have not yet commenced. As the Company does not control the underlying assets during the construction period, the Company is not considered the owner of the construction projects for accounting purposes. These operating leases will commence between 2020 and 2021 with lease terms of 2 to 15 years.