[jira] [Updated] (HIVE-29680) Transition the static HMS into a dynamic metadata repository

[Zhihua Deng (Jira)]

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https://issues.apache.org/jira/browse/HIVE-29680?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Zhihua Deng updated HIVE-29680:
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    Summary: Transition the static HMS into a dynamic metadata repository  
(was: Transition the static Metastore (HMS) into a dynamic metadata repository)

> Transition the static HMS into a dynamic metadata repository
> ------------------------------------------------------------
>
>                 Key: HIVE-29680
>                 URL: https://issues.apache.org/jira/browse/HIVE-29680
>             Project: Hive
>          Issue Type: Task
>            Reporter: Zhihua Deng
>            Priority: Major
>
> By default, HMS acts like a static phone book—it only knows what you manually 
> type into it, the implementations rely on simple, explicit Thrift API calls 
> (e.g., get_table, get_partitions_by_filter). While with the rapid emergence 
> of AI, it cannot support AI workloads. AI agents require real-time schema 
> discovery, precise semantic definitions, etc.
> The goal is to evolve the HMS from a static metadata repository into a 
> dynamic, context-aware metadata serving engine, significantly enhancing 
> client efficiency and enabling smarter data management and discovery 
> operations.



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