BLD: Switch to JDK 17 from JDK 8

[czgdp1807]

Why are these changes needed?

Except ci/build/build-manylinux-forge.sh (seems like yum has JDK 11 at max), I am able to switch to JDK 17.

cc: @aslonnie

Related issue number

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[gemini-code-assist]

Code Review

This pull request updates the JDK version from 8 to 17 across various CI/CD scripts and Dockerfiles. The changes are mostly correct, but I've found a couple of issues. There is a critical issue in ci/env/install-hdfs.sh where JAVA_HOME is not updated to the new JDK path; I've added a specific comment for that. Additionally, java/build-jar-multiplatform.sh contains a function check_java_version which still enforces JDK 8. This will likely cause build failures and should be updated to check for JDK 17. Finally, please ensure that the pom.xml files have been updated to target Java 17 (e.g., by setting <maven.compiler.source>17</maven.compiler.source> and <maven.compiler.target>17</maven.compiler.target>), as these files were not part of the pull request and might need changes.

[aslonnie]

see #56620 for help on java test reproduce

[aslonnie]

seems that tests are failing. do we have an idea on why it is failing?

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[github-actions]

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