fix: cache per session #8301

Job	Run time
Run commit style checks	5s
Documentation Style Check	34s
Run branch name style checks	3s
Build and Smoke tests (ubuntu-latest, 3.9, false)	49s
Build and Smoke tests (ubuntu-latest, 3.10, false)	36s
Build and Smoke tests (ubuntu-latest, 3.11, false)	39s
Build and Smoke tests (windows-latest, 3.9, false)	2m 2s
Build and Smoke tests (windows-latest, 3.10, false)	2m 16s
Build and Smoke tests (windows-latest, 3.11, false)	2m 25s
Build Documentation	10m 58s
Build	1h 10m 11s
Unit Testing (v22.2.0, 222)	15m 11s
Unit Testing (v23.1.0, 231)	23m 9s
Unit Testing (v23.2.0, 232)	53m 28s
Unit Testing (v24.1.0, 241)	56m 18s
Unit Testing (v24.2.0, 242)	1h 9m 54s
Release	0s
	5h 8m 38s

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