nevzheng opened a new issue, #14105:
URL: https://github.com/apache/gravitino/issues/14105

   ### Describe the subtask
   
   Move the test toolchain to the versions the container framework (#14002) 
builds on. Each PR merges on `main` on its own:
   
   1. **Remove JUnit 4.** 42 test files still use `org.junit.Assert`, and two 
JUnit 4 test classes (`TestGravitinoCatalogStore`, `TestOwnerDetails`) were 
never run by the JUnit Platform. They compile only because Testcontainers 1.x 
puts `junit:junit` on the test classpath.
   2. **JUnit 5.8.1 → 6.1.3**, with `junit-platform-launcher` on the test 
runtime and the two extension API changes JUnit 6 needs.
   3. **`BackendTestExtension` on JUnit's store cleanup**, so it and the 
fixtures of #14002 close resources the same way.
   
   Testcontainers 1.21.4 → 2.0.5 is #13958 and lands between 2 and 3; 2.x drops 
`junit:junit`, which is why 1 comes first.
   
   ### Parent issue
   
   #13900
   
   ### Order and PRs
   
   #14103 (JUnit 4 removal) → #14083 (JUnit 6) → #14084 (Testcontainers 2, 
closes #13958) → #14085 (`BackendTestExtension`, closes this issue).
   


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