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Lease Commitments (Tables)
12 Months Ended
Dec. 31, 2019
Commitments and Contingencies Disclosure [Abstract]  
Lessee, Operating Lease, Liability, Maturity
The table below presents the maturity of operating lease liabilities:
As of December 31, 2019
2020$16,483  
202116,378  
202214,949  
202313,416  
202413,111  
Thereafter47,839  
Total undiscounted lease payments122,176  
Adjustment to discount to present value(21,022) 
Operating lease liabilities$101,154  
Lease, Cost
Operating lease expense was as follows:
Lease TypeClassification
For the year ended December 31, 2019
Parking leasesCompensation and benefits$519  
Office leases (1)
Occupancy15,931  
Variable lease cost (2)
Occupancy118  
Short-term lease cost (2)
Occupancy369  
Sublease incomeOccupancy(286) 
Office equipment leasesCommunication and technology305  
Total operating lease expense$16,956  
(1) Office lease expense includes a $1.5 million charge related to the abandonment of a leased office space during the year ended December 31, 2019, as discussed below.
(2) Variable and short-term lease costs are excluded from the measurement of operating lease liabilities.