jadami10 commented on code in PR #9244:
URL: https://github.com/apache/pinot/pull/9244#discussion_r953257958


##########
pinot-core/src/main/java/org/apache/pinot/core/data/manager/realtime/LLRealtimeSegmentDataManager.java:
##########
@@ -308,9 +308,9 @@ private boolean endCriteriaReached() {
             _consumeEndTime += 
TimeUnit.HOURS.toMillis(TIME_EXTENSION_ON_EMPTY_SEGMENT_HOURS);
             return false;
           }
-          _segmentLogger
-              .info("Stopping consumption due to time limit start={} now={} 
numRowsConsumed={} numRowsIndexed={}",
-                  _startTimeMs, now, _numRowsConsumed, _numRowsIndexed);
+          _segmentLogger.info(

Review Comment:
   done



##########
pinot-server/src/main/java/org/apache/pinot/server/starter/helix/FreshnessBasedConsumptionStatusChecker.java:
##########
@@ -0,0 +1,102 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.apache.pinot.server.starter.helix;
+
+import java.util.Set;
+import org.apache.pinot.core.data.manager.InstanceDataManager;
+import 
org.apache.pinot.core.data.manager.realtime.LLRealtimeSegmentDataManager;
+import org.apache.pinot.segment.local.data.manager.SegmentDataManager;
+import org.apache.pinot.spi.stream.LongMsgOffset;
+import org.apache.pinot.spi.stream.StreamPartitionMsgOffset;
+
+
+/**
+ * This class is used at startup time to have a more accurate estimate of the 
catchup period in which no query
+ * execution happens and consumers try to catch up to the latest messages 
available in streams.
+ * To achieve this, every time status check is called - {@link 
#getNumConsumingSegmentsNotReachedIngestionCriteria} -
+ * for each consuming segment, we check if either:
+ *   - the segment's latest ingested offset has reached the current stream 
offset that's
+ *   - the last ingested message is within {@link #_minFreshnessMs} of the 
current system time
+ */
+public class FreshnessBasedConsumptionStatusChecker extends 
IngestionBasedConsumptionStatusChecker {
+  private final long _minFreshnessMs;
+
+  public FreshnessBasedConsumptionStatusChecker(InstanceDataManager 
instanceDataManager, Set<String> consumingSegments,
+      long minFreshnessMs) {
+    super(instanceDataManager, consumingSegments);
+    _minFreshnessMs = minFreshnessMs;
+  }
+
+  private boolean isOffsetCaughtUp(StreamPartitionMsgOffset currentOffset, 
StreamPartitionMsgOffset latestOffset) {
+    if (currentOffset != null && latestOffset != null) {
+      if (currentOffset.compareTo(latestOffset) == 0) {
+        return true;
+      }
+      if (currentOffset instanceof LongMsgOffset && latestOffset instanceof 
LongMsgOffset) {

Review Comment:
   I can't think of how else to do this even in the interface. This issue only 
arises with Kafka because "latest offset" there is actually +1 of whatever your 
current offset is. The kinesis and pulsar implementations use a string and 
MessageId respectively to store the offset.
   
   I can make a `getPreviousOffset` method in the 
`LLRealtimeSegmentDataManager`, but then I just move this logic there. 
   
   I can put a `fetchPreviousOffset` in `StreamMetadataProvider`, but then I'll 
just have to raise a `NotImplementedException` by default and later go update 
our own custom `StreamMetadataProvider`.



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