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Leases | 12 Months Ended
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Dec. 31, 2021
Commitments and Contingencies Disclosure [Abstract] |
Lessee, Operating Leases | Note 16. Leases Operating lease expense was as follows:
|  |  |  | For the Years Ended December 31, |  |  |  |
Lease Type |  | Classification |  | 2021 |  | 2020 |  | 2019 |  |  |  |
Parking leases |  | Compensation and benefits |  | $ | 518 |  |  | $ | 520 |  |  | $ | 519 |  |  |  |  |
Office leases (1) |  | Occupancy |  | 14,463 |  |  | 14,991 |  |  | 15,931 |  |  |  |  |
Variable lease cost (2) |  | Occupancy |  | 110 |  |  | 135 |  |  | 118 |  |  |  |  |
Short-term lease cost (2) |  | Occupancy |  | 455 |  |  | 343 |  |  | 369 |  |  |  |  |
Sublease income |  | Occupancy |  | (267) |  |  | (429) |  |  | (286) |  |  |  |  |
Office equipment leases |  | Communication and technology |  | 247 |  |  | 281 |  |  | 305 |  |  |  |  |
Total operating lease expense |  |  |  | $ | 15,526 |  |  | $ | 15,841 |  |  | $ | 16,956 |  |  |  |  |
(1) Office lease expense includes impairment charges of $0.9 million and $1.5 million for the years ended December 31, 2020 and 2019, respectfully, related to the abandonment of a leased office space. |  |  |  |
(2) Variable and short-term lease costs are excluded from the measurement of operating lease liabilities. |  |  |  |
The table below presents the maturity of operating lease liabilities:
| As of December 31, 2021
2022 | $ | 16,310 |
2023 | 16,028 |
2024 | 15,114 |
2025 | 14,994 |
2026 | 14,260 |
Thereafter | 43,091 |
Total undiscounted lease payments (1) | 119,797 |
Adjustment to discount to present value | (19,494) |
Operating lease liabilities | $ | 100,303 |
(1) Total undiscounted lease payments excludes $19.1 million of operating lease payments associated with leases that have been signed but have not yet commenced as of December 31, 2021. Leases that have been signed but have not yet commenced are also excluded from operating lease assets and operating lease liabilities within the Consolidated Statements of Financial Condition.
As of December 31, 2021, none of the options to extend lease terms were reasonably certain of being exercised. Other information related to leases was as follows:
| For the Years Ended December 31,
| 2021 |  | 2020 |  | 2019
Weighted average discount rate | 4.4 | % |  | 4.6 | % |  | 4.7 | %
Weighted average remaining lease term | 8.3 years |  | 7.4 years |  | 8.1 years
Operating cash flows for operating leases | 16,821 |  |  | 16,546 |  |  | 14,183 |

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- Definition The entire disclosure for operating leases of lessee. Includes, but is not limited to, description of operating lease and maturity analysis of operating lease liability. + References Reference 1: http://www.xbrl.org/2003/role/disclosureRef -Publisher FASB -Name Accounting Standards Codification -Topic 842 -SubTopic 20 -URI http://asc.fasb.org/subtopic&trid=77888251 + Details
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