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[python] Support value stats with truncate mode by default#7701

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XiaoHongbo-Hope wants to merge 12 commits intoapache:masterfrom
XiaoHongbo-Hope:support_value_stats
Draft

[python] Support value stats with truncate mode by default#7701
XiaoHongbo-Hope wants to merge 12 commits intoapache:masterfrom
XiaoHongbo-Hope:support_value_stats

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@XiaoHongbo-Hope XiaoHongbo-Hope commented Apr 26, 2026

Purpose

Python-written append tables have no value stats in data files, preventing predicate pushdown from skipping irrelevant files during upsert-by-key reads. This PR enables default value stats for append table pruning. A follow-up PR will use these stats in the upsert_by_key lookup path.

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@XiaoHongbo-Hope XiaoHongbo-Hope marked this pull request as draft April 26, 2026 10:25
@XiaoHongbo-Hope XiaoHongbo-Hope marked this pull request as ready for review May 7, 2026 06:49
@XiaoHongbo-Hope XiaoHongbo-Hope requested a review from JingsongLi May 7, 2026 11:49
@XiaoHongbo-Hope XiaoHongbo-Hope marked this pull request as draft May 7, 2026 12:52
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