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Share sparkey reader across DoFn instances via static cache

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Bump sparkey to 3.7.0, add heap budget support for side inputs #5901

Share sparkey reader across DoFn instances via static cache
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Validate Steward Config (ubuntu-22.04, temurin@11)
succeeded Mar 26, 2026 in 18s