YangJie

Thanks @martin-g

reopen this due to log4j 2.19.0 released and Spark already upgrade to use this version, test first

friendly ping @viirya @HyukjinKwon @dongjoon-hyun @srowen @martin-g This pr try to upgrade slf4j from 1.x to 2.x, but I don't think it is an appropriate time to upgrade it now...

> > so I will keep this pr as draft for a period of time and continuous testing it. > > So this is changed? may be a mistake, re-change...

mvn test `Java8 + hadoop-2 profile` with this pr , all test passed

2.0.3 released, let us wait more time

mvn test `Java17 + hadoop-3` profile with this pr , all test passed

I think the code is ready for review，but I'm not sure whether the slf4j will continue to release the versions frequently recently, I set this one to `ready for review`...

should we merge this one first ?

Thanks @martin-g @dongjoon-hyun @HyukjinKwon @srowen @viirya @itholic