danny0405 commented on code in PR #18813:
URL: https://github.com/apache/hudi/pull/18813#discussion_r3300911684


##########
hudi-flink-datasource/hudi-flink/src/main/java/org/apache/hudi/sink/partitioner/index/RecordLevelIndexBackend.java:
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@@ -35,14 +35,18 @@
 import org.apache.hudi.exception.HoodieIOException;
 import org.apache.hudi.metadata.HoodieTableMetadata;
 import org.apache.hudi.metadata.MetadataPartitionType;
+import org.apache.hudi.metrics.FlinkIndexBackendMetrics;
 import org.apache.hudi.sink.event.Correspondent;
 import org.apache.hudi.sink.utils.SamplingActionExecutor;
 import org.apache.hudi.util.FlinkWriteClients;
 import org.apache.hudi.util.StreamerUtil;
 
+import lombok.AccessLevel;
 import lombok.Getter;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.flink.configuration.Configuration;
+import org.apache.flink.metrics.MetricGroup;
+import org.apache.flink.metrics.groups.UnregisteredMetricsGroup;

Review Comment:
   this backend is used for dynamic bucket scaling which bootstrap the RLI into 
local RocksDB, there is no remote acess for regular records processing.



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