[Fix] Change all "try" version compatibility codes to version detection and remove some libraries. #2192

Job	Run time
Yapf Python code format	50s
Valid build files	1m 29s
Clang C++ code format	9s
Check that the source code is compliant	10m 8s
Bazel code format	6s
Check that we can build the docs	10m 29s
Notebook format	17s
Notebook lint	14s
Check that the pre-commit works	48s
Run the cpu tests in a small python docker image	21m 54s
Check that the CODEOWNERS is valid	6s
	46m 30s

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