Revert " Avoid whole partition cache "

[zhztheplayer]

Reverts #38, TPC-DS Q30 or Q31 failed

[github-actions]

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If this is not a minor PR. Could you open an issue for this pull request on JIRA? https://issues.apache.org/jira/browse/ARROW

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Then could you also rename pull request title in the following format?

ARROW-${JIRA_ID}: [${COMPONENT}] ${SUMMARY}

or

MINOR: [${COMPONENT}] ${SUMMARY}

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