capistrant opened a new pull request, #18844:
URL: https://github.com/apache/druid/pull/18844

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   ### Description
   
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   ####  Compaction State Fingerprinting
   
   Instead of storing `CompactionState` as the `lastCompactionState` field in 
every compaction segment, generate a fingerprint for a `CompactionState` and 
attach that to compacted segments. Add new centralized storage for 
`CompactionState` where individual states can be looked up by the 
aforementioned fingerprint. Since it is common for many segments in a data 
source to share a single `CompactionState`, this greatly reduces the metadata 
storage overhead for storing compaction states.
   
   #####  Metadata Store Changes
   
   ###### `druid_segments`
   
   Add new column `compaction_state_fingerprint` that stores the fingerprint 
representation of the segments current compaction state. It can be `null` if no 
compaction has taken place.
   
   ###### `druid_compactionStates`
   
   New metadata table that stores the full `CompactionState` associated with a 
fingerprint. Segments can look up their full compaction state here by using the 
`compaction_state_fingerprint` that they are associated with.
   
   ##### `CompactionStateManager`
   
   The CompactionStateManager is responsible for managing the persistence and 
lifecycle of compaction states on the Coordinator. It stores unique compaction 
configurations (identified by fingerprints) in the metadata database and 
maintains a cache to optimize lookups. The manager tracks which compaction 
states are actively referenced by segments, marking unreferenced states as 
unused and periodically cleaning up old unused states. This fingerprinting 
approach allows Druid to efficiently store and retrieve compaction metadata 
without duplicating identical compaction configurations across multiple 
segments, while the cache layer minimizes database queries for frequently 
accessed compaction states.
   
   ###### `OnHeapCompactionStateManager`
   
   Meant to serve as a mechanism for testing and simulations where metadata 
persistence may not be available/needed
   
   #### Legacy `lastCompactionState` Roadmap
   
   This PR implements no automatic transition to fingerprints for segments who 
are compacted and store `CompactionState` in their `lastCompactionState` field. 
Instead this PR aims to continue supporting `lastCompactionState` in Compaction 
decision making for segments compacted before fingerprinting. This means that 
legacy segments **will not** have to be re-compacted simply because they are 
not fingerprinted, as long as they have the proper `CompactionState` as 
specified by the compaction configuration for the data source in question.
   
   This PR also continues to write both the new fingerprint as well as the 
legacy `lastCompactionState` by default. This allows normal rolling upgrade 
order as well as Druid version rollback without un-needed re-compaction. An 
operator can disable writing `lastCompactionState` by updating the cluster 
compaction config, after the Druid upgrade completes. Eventually, Druid code 
base will cease writing `lastCompactionState` at all and instead force using 
fingerprinting going forward. I think this should be done in the Druid version 
following the first version that this new feature is seen in. Even at this 
point, `lastCompactionState` will need to continue to be supported for already 
written segments, unless we want to devise an automated migration plan that can 
run in the background of a cluster to get all compacted segments migrated to 
fingerprinting.
   
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   #### Release note
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   *coming soon*
   
   
   <hr>
   
   ##### Key changed/added classes in this PR
    * `CompactionStatus`
    * `CompactionConfigBasedJobTemplate`
    * `CompactionState`
    * `SQLMetadataConnector`
    * `CompactionStateManager`
    * `CompactSegments`
    * `KillUnreferencedCompactionState`
   
   <hr>
   
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   This PR has:
   
   - [ ] been self-reviewed.
      - [ ] using the [concurrency 
checklist](https://github.com/apache/druid/blob/master/dev/code-review/concurrency.md)
 (Remove this item if the PR doesn't have any relation to concurrency.)
   - [ ] added documentation for new or modified features or behaviors.
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related entities via Javadoc links.
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[licenses.yaml](https://github.com/apache/druid/blob/master/dev/license.md)
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wherever would not be obvious for an unfamiliar reader.
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ensuring the threshold for [code 
coverage](https://github.com/apache/druid/blob/master/dev/code-review/code-coverage.md)
 is met.
   - [ ] added integration tests.
   - [ ] been tested in a test Druid cluster.


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