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[SPARK-48386][TESTS] Replace JVM assert with JUnit Assert in tests
### What changes were proposed in this pull request? The pr aims to replace `JVM assert` with `JUnit Assert` in tests. ### Why are the changes needed? assert() statements do not produce as useful errors when they fail, and, if they were somehow disabled, would fail to test anything. ### Does this PR introduce _any_ user-facing change? No. ### How was this patch tested? - Manually test. - Pass GA. ### Was this patch authored or co-authored using generative AI tooling? No. Closes #46698 from panbingkun/minor_assert. Authored-by: panbingkun <panbingkun@baidu.com> Signed-off-by: yangjie01 <yangjie01@baidu.com>
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