Refactor system event logger and monitor, add new metrics (#2065) #4951

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Run time

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Job	Run time
pre-commit	17s
core / R 4.4 on ubuntu-20.04	3m 28s
core / Python 3.6 on ubuntu-20.04	24m 6s
core / Python 3.7 on ubuntu-20.04	42m 38s
core / Python 3.8 on ubuntu-20.04	44m 44s
core / Python 3.9 on ubuntu-20.04	44m 21s
core / Python 3.10 on ubuntu-20.04	43m 22s
core / Python 3.11 on ubuntu-20.04	41m 59s
core / Python 3.12 on ubuntu-20.04	46m 38s
core / Python 3.13 on ubuntu-20.04	46m 21s
core / Python 3.13 on macos-latest	45m 58s
core / Python 3.12 on macos-latest	42m 4s
core / Python 3.11 on macos-latest	39m 20s
core / Python 3.10 on macos-latest	35m 46s
	8h 21m 2s