wwj6591812 commented on PR #6914: URL: https://github.com/apache/paimon/pull/6914#issuecomment-3728541567
I've conducted a performance comparison for the Limit PushDown feature. The results prove that it helps to improve the speed of OLAP queries on Paimon using a Flink Session Cluster. 一、Conclusion 1、Limit PushDown provides clear benefits for both PK and Append-Only tables. 2、Due to its complex implementation for PK tables, which may not be universally beneficial for all pk table, the feature is controlled by a configuration option. 二、Background https://github.com/apache/paimon/issues/6847 三、Append Only Table 1、The First Test <meta charset="UTF-8"><article class="4ever-article" 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__x-doc-key="eLbnj1bMpD2gNlaN"> | No Limit Pushdown | With Limit Pushdown -- | -- | -- Paimon Table Location | dfs://na61dfsalake1--cn-zhangjiakou/PanguVolume1/alake/omega_sample/s_holo_mainse_rank_xfc_all_features_swift_parsed SQL | /*+ config(cluster=hongli-duibi-0528, job_name=hl_006) */ select * from `alake`.`omega_sample`.`s_holo_mainse_rank_xfc_all_features_swift_parsed` /*+ `OPTIONS`('scan.dedicated-split-generation' = 'true', 'limit-pushdown.with.pk.table.enabled' = 'false') */ limit 10; | /*+ config(cluster=hongli-duibi-0528, job_name=hl_007) */ select * from `alake`.`omega_sample`.`s_holo_mainse_rank_xfc_all_features_swift_parsed` /*+ `OPTIONS`('scan.dedicated-split-generation' = 'true', 'limit-pushdown.with.pk.table.enabled' = 'true') */ limit 10; Split Count | 2637825 | 1 Job Cost And Plan Cost | 43 S、38 S | 18 S、15 S </article> 2、The Second Test <meta charset="UTF-8"><article class="4ever-article" 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select * from `alake`.`datalake_dt_rtcdm`.`s_atplog_base_hour_fi` /*+ `OPTIONS`('scan.dedicated-split-generation' = 'true', 'limit-pushdown.with.pk.table.enabled' = 'false') */ limit 10; | /*+ config(cluster=hongli-duibi-0528, job_name=hl_009) */ select * from `alake`.`datalake_dt_rtcdm`.`s_atplog_base_hour_fi` /*+ `OPTIONS`('scan.dedicated-split-generation' = 'true', 'limit-pushdown.with.pk.table.enabled' = 'true') */ limit 10; Split Count | 2297976 | 11647 Cost of limit push down in KeyValueFileStoreScan | | 3.775 S Job Cost And Plan Cost | 49 S、47S | 30 S、27 S </article> 2、The Second Test <meta charset="UTF-8"><article class="4ever-article" 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" data-identifier-application__slash__x-doc-key="eLbnj1bMpD2gNlaN"> | No Limit Pushdown | With Limit Pushdown -- | -- | -- Split Count | 2403620 | 11647 Cost of limit push down in KeyValueFileStoreScan | 没这逻辑。 | 4.208 S Job Cost And Plan Cost | 1 m 24 s、1 m 22 s | 28 S、26 S </article> -- This is an automated message from the Apache Git Service. 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