Backport to resolve logger issue in JDK17

[lujiajing1126]

1. Cherry-pick 82ab95c to resolve logger 命令在jdk17的环境下无响应 #2659 for 3.x
2. Fix compilation issue

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✅ lujiajing1126
❌ hengyunabc
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[hengyunabc]

这个代码不一定能在 jdk6 下面工作。因为 jdk6 没有相关的类。