[FLINK-33003] Support isolation forest algorithm in Flink ML ([fix] related ListStateWithCache)

[zhaozijun109]

…elated ListStateWithCache in ebdf362)

What is the purpose of the change

This pull request adds the implementation of Isolation Forest algorithm

Brief change log

-Adds Transformer and Estimator implementation of Isolation Forest in Java
-Adds examples and test of Isolation Forest

Does this pull request potentially affect one of the following parts:

• Dependencies (does it add or upgrade a dependency): (no)
• The public API, i.e., is any changed class annotated with @Public(Evolving): (no)

Documentation

• Does this pull request introduce a new feature? (no)
• If yes, how is the feature documented? (not applicable / docs / JavaDocs / not documented)

[zhaozijun109]

@lindong28 Hi, because of the last PR modified the listStateWithCache class which is useful in IsolationForest.java, so I re-updated and fixed this problem here, please help review when you are free teacher, thank you.

[zhaozijun109]

@lindong28 Hi, could you please Re-run triggered it? Because the failures( Error: BoundedPerRoundStreamIterationITCase.testPerRoundIterationWithState:170 expected:<3> but was:<4> ) is ok on local test, so I'm not sure how to fix it, thank you teacher.