caozhen1937 commented on code in PR #1729:
URL: https://github.com/apache/fluss/pull/1729#discussion_r2371404787


##########
fluss-server/src/main/java/org/apache/fluss/server/replica/Replica.java:
##########
@@ -540,11 +546,30 @@ private void onBecomeNewLeader() {
         }
     }
 
+    private void registerLakeTieringMetrics() {
+        lakeTieringMetricGroup = bucketMetricGroup.addGroup("lakeTiering");
+        lakeTieringMetricGroup.gauge(
+                MetricNames.LOG_LAKE_PENDING_RECORDS,
+                () ->
+                        getLakeLogEndOffset() < 0L
+                                ? getLogHighWatermark()
+                                : getLogHighWatermark() - 
getLakeLogEndOffset());
+        lakeTieringMetricGroup.gauge(
+                MetricNames.LOG_LAKE_TIMESTAMP_LAG,
+                () ->
+                        logTablet.getLakeMaxTimestamp() < 0L
+                                ? logTablet.getLakeMaxTimestamp()

Review Comment:
   @luoyuxia I have another idea. The `pendingRecords` and the `timestampLag` 
are the two indicators representing the delay situation. Then, the 
`LakeMaxTimestamp` and `LakeLogEndOffset` can only be negative when they are 
initialized, right? So in this case, can we return localMaxTimestamp and 
LocalLogEndOffset?
   



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