dybyte opened a new pull request, #11104:
URL: https://github.com/apache/seatunnel/pull/11104

   ### Purpose of this pull request
   
   This pull request adds lightweight observability exports for 
`ReportMetricsOperation` in Zeta workers.
   
   `TaskExecutionService#updateMetricsContextInImap()` periodically reports 
local task metrics to the master and also reports them again when a task group 
completes. Under high-frequency job submission or many small batch jobs, this 
path can create control-plane pressure, but it is currently hard to observe 
directly.
   
   This PR adds Prometheus exports for:
   - `report_metrics_operation_total{address, result}`
   - `report_metrics_operation_last_payload_task_count{address}`
   - `report_metrics_operation_last_invocation_latency_ms{address}`
   - `report_metrics_operation_max_invocation_latency_ms{address}`
   
   ### Does this PR introduce _any_ user-facing change?
   
   Yes.
   
   This PR adds new Prometheus telemetry metrics and updates the Zeta telemetry 
documentation in both English and Chinese. It does not change runtime behavior 
of jobs, but users monitoring the metrics endpoint will see new exported 
metrics compared with current released and unreleased branches.
   
   ### How was this patch tested?
   
   - Added collector-level tests for `ReportMetricsOperationExports`
     - returns empty when `TaskExecutionService` is unavailable
     - exports metric families when stats are available
     - verifies `result` labels and exported sample values
   - Ran:
     - `./mvnw -pl seatunnel-engine/seatunnel-engine-server spotless:apply`
     - `./mvnw -pl seatunnel-engine/seatunnel-engine-server -DskipTests verify`
   
   ### 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)
   * [x] 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-connector-v2-e2e/)
     5. Update connector 
[plugin_config](https://github.com/apache/seatunnel/blob/dev/config/plugin_config)


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