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- Performance: add collect_lightweight_query_load_metrics to walk the physical plan and read raw metric values without invoking MetricCollector's plan-node formatting on the normal query hot path before EOF. - Refactor: extract collect_full_metrics and keep full aggregation/formatting for verbose analyze output and terminal metrics. - Test: cover lightweight partial metrics and drop-time query stats reuse. Files: src/common/recordbatch/src/adapter.rs Signed-off-by: Lei, HUANG <ratuthomm@gmail.com>