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[Improvement] Close FileSystem instances explicitly to avoid JVM memory increase fastly #6487

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@yuqi1129

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@yuqi1129

What would you like to be improved?

We need to manually close FileSystem instances to make GC collect them to free memory.

How should we improve?

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