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(cherry picked from commit 02d8131fa54735bbec3fac78fb3b951ad6103d94)

backport

Jira: [HBASE-29368](https://issues.apache.org/jira/browse/HBASE-29368) Design doc: https://docs.google.com/document/d/1ToW_rveXHXUc1F6eFNQfu5LOeMAjzgq6FcYUDbdZrSM/edit?usp=sharing Discussion thread: https://lists.apache.org/thread/q7g2rr2xcgl64rkn9j3mnokf6fvohp2y Cumulative changes from feature branch corresponding to the following sub-tasks: 1. [Phase 1: Key caching and minimal service](https://issues.apache.org/jira/browse/HBASE-29402) 2. [Phase 2: Integrate...

Add and expose updated ‘ExcludeDNs’ information (with exclusion cause) to RegionServer metrics. This enhancement will allow operators and monitoring systems to track which DataNodes are excluded and understand the reasons...

The HFiles generated by incremental backups cannot be properly read by tooling such as the ClientSideRequestScanner, because the generated HFiles do not include the MAX_SEQ_ID metadata. The scanner will ignore...

https://issues.apache.org/jira/browse/HBASE-29672 There is a large class of filters: RowFilter ValueFilter QualifierFilter FamilyFilter DependentColumnFilter ColumnValueFilter SingleColumnValueFilter SingleColumnValueExcludeFilter Which take a ByteArrayComparable comparator as an argument (e.g BinaryComparator, RegexStringComparator, BinaryComponentComparator) and apply...

### Summary This PR introduces **Continuous Backup and Point-in-Time Recovery (PITR)** support in HBase. The feature enables continuous WAL archival and recovery to any specific point in time, providing stronger...