yzeng1618 opened a new pull request, #10964:
URL: https://github.com/apache/seatunnel/pull/10964

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   ## Contribution Checklist
     - Make sure that the pull request corresponds to a [GITHUB 
issue](https://github.com/apache/seatunnel/issues).
     - Name the pull request in the form "[Feature] [component] Title of the 
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   ### Purpose of this pull request
   
   <!-- Describe the purpose of this pull request. For example: This pull 
request adds checkstyle plugin.-->
   This PR adds a sink-declared partition routing contract for RAG / Knowledge 
Sync scenarios.
   Related issues:
   - Related to #10889
   - Related to #10914
   
   Main changes:
   
   - Add `SinkPartitionStrategy` API with `NONE` and `HASH_BY_FIELDS` modes.
   - Add default `SeaTunnelSink#getPartitionStrategy()` so existing sinks keep 
current behavior.
   - Add routing field validation against sink input `SeaTunnelRowType`.
   - Preserve `SeaTunnelRow.options` when rows are copied.
   - Add Zeta sink partition routing:
     - route data rows by declared fields such as `document_id`;
     - ensure rows with the same routing value are delivered to the same sink 
writer;
     - use batched Hazelcast task operation delivery between sink writer tasks;
     - flush data before checkpoint barriers;
     - align checkpoint barriers on receiver side;
     - keep schema/control records out of data hash routing.
   - Add Flink/Spark fail-fast guards for non-empty sink partition strategies 
until those engines support equivalent routing.
   - Update English and Chinese sink connector developer docs.
   
   This is the PR-B0 style foundation for Knowledge Sync: sink partition 
strategy API plus Zeta-first routing support. It does not implement 
Qdrant/Milvus document lifecycle behavior in this PR.
   
   ### Does this PR introduce _any_ user-facing change?
   
   Yes.
   
   This PR introduces a new sink developer API, 
`SeaTunnelSink#getPartitionStrategy()`, that allows a sink to declare 
field-based routing requirements.
   
   Existing sinks are not affected because the default implementation returns 
an empty strategy.
   
   For Zeta, when a sink declares `HASH_BY_FIELDS(["document_id"])`, data rows 
with the same `document_id` are routed to the same sink writer.
   
   For Flink and Spark, non-empty sink partition strategies now fail fast with 
an explicit unsupported-engine error instead of being silently ignored.
   
   <!--
   Note that it means *any* user-facing change including all aspects such as 
the documentation fix.
   If yes, please clarify the previous behavior and the change this PR proposes 
- provide the console output, description and/or an example to show the 
behavior difference if possible.
   If possible, please also clarify if this is a user-facing change compared to 
the released SeaTunnel versions or within the unreleased branches such as dev.
   If no, write 'No'.
   If you are adding/modifying connector documents, please follow our new 
specifications: https://github.com/apache/seatunnel/issues/4544.
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   ### How was this patch tested?
   Added tests
   <!--
   If tests were added, say they were added here. Please make sure to add some 
test cases that check the changes thoroughly including negative and positive 
cases if possible.
   If it was tested in a way different from regular unit tests, please clarify 
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   If tests were not added, please describe why they were not added and/or why 
it was difficult to add.
   If you are adding E2E test cases, maybe refer to 
https://github.com/apache/seatunnel/blob/dev/seatunnel-e2e/seatunnel-connector-v2-e2e/connector-cdc-mysql-e2e/src/test/resources/mysqlcdc_to_mysql.conf,
 here is a good example.
   -->
   
   
   ### Check list
   
   * [ * ] If any new Jar binary package adding in your PR, please add License 
Notice according
     [New License 
Guide](https://github.com/apache/seatunnel/blob/dev/docs/en/developer/new-license.md)
   * [ * ] If necessary, please update the documentation to describe the new 
feature. https://github.com/apache/seatunnel/tree/dev/docs
   * [ ] If necessary, please update `incompatible-changes.md` to describe the 
incompatibility caused by this PR.
   * [* ] If you are contributing the connector code, please check that the 
following files are updated:
     1. Update 
[plugin-mapping.properties](https://github.com/apache/seatunnel/blob/dev/plugin-mapping.properties)
 and add new connector information in it
     2. Update the pom file of 
[seatunnel-dist](https://github.com/apache/seatunnel/blob/dev/seatunnel-dist/pom.xml)
     3. Add ci label in 
[label-scope-conf](https://github.com/apache/seatunnel/blob/dev/.github/workflows/labeler/label-scope-conf.yml)
     4. Add e2e testcase in 
[seatunnel-e2e](https://github.com/apache/seatunnel/tree/dev/seatunnel-e2e/seatunnel-connector-v2-e2e/)
     5. Update connector 
[plugin_config](https://github.com/apache/seatunnel/blob/dev/config/plugin_config)
   


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