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REVENUE RECOGNITION (Tables) | 12 Months Ended
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Dec. 31, 2022
REVENUE RECOGNITION |
Schedule of disaggregation of revenue | ​
​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​
​ | For the Year ended December 31,
​ | ​ | 2022 |  | 2021 |  | 2020
Software subscriptions: | ​ |  | ​ | ​ |  | ​ | ​ |
Software licenses | $ | 246,577 | ​ | $ | 231,371 | ​ | $ | 229,744
Cloud subscriptions | ​ | 168,896 | ​ | ​ | 127,044 | ​ | ​ | 87,019
Software subscriptions | ​ | 415,473 | ​ | ​ | 358,415 | ​ | ​ | 316,763
Services |  | 76,151 | ​ |  | 67,133 | ​ |  | 57,902
Total revenues | $ | 491,624 | ​ | $ | 425,548 | ​ | $ | 374,665
​
Schedule of beginning and ending balances of accounts receivable, net of allowance | ​
​ | ​ | ​ | ​ | ​ | ​ | ​
​ | ​ | ​ | 2022 |  | 2021
Balance, beginning of period | ​ | $ | 76,929 | ​ | $ | 77,159
Balance, end of period | ​ |  | 102,885 | ​ |  | 76,929
Increase (decrease), net | ​ | $ | 25,956 | ​ | $ | (230)
​
Schedule of beginning and ending balances of and changes to the allowance and the deferred allowance | ​
​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​
​ | ​ | For the year ended December 31,
​ | ​ | 2022 | ​ | 2021 | ​ | 2020
​ |  | Balance |  | ​ | Net Change |  | Balance |  | ​ | Net Change |  | Balance |  | ​ | Net Change
Allowance balance, January 1, | ​ | $ | (9,151) |  | ​ |  | ​ | $ | (8,592) |  | ​ |  | ​ | $ | (7,515) |  | ​ |
Allowance balance, December 31, | ​ |  | (9,554) |  | ​ |  | ​ |  | (9,151) |  | ​ |  | ​ |  | (8,592) |  | ​ |
Change in allowance | ​ | ​ | ​ |  | $ | 403 | ​ | ​ | ​ |  | $ | 559 | ​ | ​ | ​ |  | $ | 1,077
Deferred allowance balance, January 1, | ​ |  | 6,537 |  | ​ |  | ​ |  | 6,432 |  | ​ |  | ​ |  | 5,614 |  | ​ |
Deferred allowance balance, December 31, | ​ |  | 7,133 |  | ​ |  | ​ |  | 6,537 |  | ​ |  | ​ |  | 6,432 |  | ​ |
Change in deferred allowance | ​ |  | ​ |  | ​ | (596) | ​ |  | ​ |  | ​ | (105) | ​ |  | ​ |  | ​ | (818)
Net amount charged to revenues | ​ | ​ | ​ |  | $ | (193) | ​ | ​ | ​ |  | $ | 454 | ​ | ​ | ​ |  | $ | 259
​ ​
​ | ​ | ​ | ​ | ​ | ​
​ | As of December 31,
​ | 2022 | ​ | 2021
Balances: | ​ |  | ​ | ​ |
Deferred revenue, current | $ | 268,847 | ​ | $ | 237,344
Deferred revenue, non-current |  | 10,289 | ​ |  | 11,666
Total deferred revenue | $ | 279,136 | ​ | $ | 249,010
​
​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​
​ | For the year ended December 31,
​ | 2022 | ​ | 2021 | ​ | 2020
Changes to deferred revenue: | ​ |  |  | ​ |  |  | ​ |
Beginning balance | $ | 249,010 | ​ | $ | 222,262 | ​ | $ | 205,791
Additional amounts deferred |  | 521,750 | ​ |  | 452,296 | ​ |  | 391,136
Revenues recognized |  | (491,624) | ​ |  | (425,548) | ​ |  | (374,665)
Ending balance | $ | 279,136 | ​ | $ | 249,010 | ​ | $ | 222,262
​
Schedule of information about the balances of and changes to deferred revenue | ​
​ | ​ | ​ | ​
Year Ending December 31, |  | ​ | ​
2023 | ​ | $ | 268,847
2024 | ​ |  | 9,928
2025 | ​ |  | 361
Total | ​ | $ | 279,136
​
Schedule of information about the changes to contract cost balances | ​
​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​ | ​
​ | ​ | For the year ended December 31,
​ | ​ | 2022 | ​ | 2021 | ​ | 2020
Deferred commissions: |  | ​ |  |  | ​ |  |  | ​ |
Beginning balance | ​ | $ | 12,555 | ​ | $ | 11,743 | ​ | $ | 11,196
Additions | ​ |  | 13,913 | ​ |  | 10,018 | ​ |  | 8,291
Amortization | ​ |  | (11,005) | ​ |  | (9,206) | ​ |  | (7,744)
Ending balance | ​ | $ | 15,463 | ​ | $ | 12,555 | ​ | $ | 11,743

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