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[core] add data file table query support w/o local cache - #8658

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[core] add data file table query support w/o local cache#8658
zuston wants to merge 2 commits into
apache:masterfrom
zuston:directQuerySupport

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@zuston

@zuston zuston commented Jul 15, 2026

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Purpose

We plan to use Apache Paimon as the cold storage layer for Fluss primary-key tables. The Fluss Flink connector will provide hybrid lookup: active partitions are queried from Fluss, while expired partitions fall back to Paimon.

Since fallback lookups are infrequent and sparse, building a local SST from the entire data file on the first LocalTableQuery access introduces significant and difficult-to-amortize overhead. For this workload, directly pushing primary-key lookups down to the underlying Parquet files should provide better latency and efficiency.

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@zuston

zuston commented Jul 15, 2026

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Could you help evaluate whether this feature would be reasonable for Paimon? @JingsongLi

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zuston marked this pull request as draft July 15, 2026 11:14
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