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Leases Leases
12 Months Ended
Dec. 31, 2019
Leases [Abstract]  
Lessor, Operating Lease, Payments to be Received, Maturity Leases

The Company entered into various non-cancelable operating lease arrangements for certain of our existing office and telecommunications co-location space as well as operating leases for certain equipment. The operating leases expire at various times through 2026, some of which provide the Company options to extend the leases for terms up to 5 years beyond the original term. We are committed to pay a portion of the buildings’ operating expenses as required under the arrangements which we will separate as a non-lease component when readily determinable.

During the year ended December 31, 2019, the Company incurred operating lease expense of $14,390, related to its operating leases and $1,272 of sub-lease income. Under ASC 840, the Company had rent expense net of sub-lease income of $22,706 and $11,429 for the years ended December 31, 2018 and 2017, respectively. Additionally, the remaining weighted average lease term for our operating leases was 6.88 years and the weighted average discount rate utilized to measure the Company's operating leases was 5.18% as of December 31, 2019.
    
Supplemental cash flow related to the Company's operating leases is as follows:
 
The Year Ended
 
December 31, 2019
Cash paid for amounts included in the measurement of lease liabilities
$
16,972

Right-of-use assets obtained in exchange for lease obligations
7,718



Maturities of lease liabilities as of December 31, 2019 were as follows:
2020
$
15,017

2021
11,663

2022
7,599

2023
7,197

2024
6,592

Thereafter
21,178

Total lease payments
$
69,246

Less imputed interest
(11,047
)
Total
$
58,199


Rental commitments under non-cancelable operating leases in effect as of December 31, 2018 were as follows (as calculated under ASC 840, Leases):
2019
$
17,204

2020
14,209

2021
10,378

2022
8,206

2023
8,154

Thereafter
9,908

Total minimum payments required
$
68,059