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     new 5bbfc45a [AURON-1988] Fix empty log message in 
AuronUniffleShuffleReader. (#1989)
5bbfc45a is described below

commit 5bbfc45ad2571288531bf5cca45a7197b4c9fe6b
Author: slfan1989 <[email protected]>
AuthorDate: Sun Feb 8 17:19:05 2026 +0800

    [AURON-1988] Fix empty log message in AuronUniffleShuffleReader. (#1989)
    
    ### Which issue does this PR close?
    
    Closes #1988
    
    ### Rationale for this change
    
    Fix an empty log statement in `AuronUniffleShuffleReader` that provided
    no useful information when empty shuffle partitions were detected.
    
    ### What changes are included in this PR?
    
    The original code had an empty log message (`logInfo(s"")`), which
    provides no value for debugging or monitoring. This change adds
    meaningful information including the count and IDs of empty shuffle
    partitions.
    
    ### Are there any user-facing changes?
    
    No, this is an internal logging improvement only.
    
    ### How was this patch tested?
    
    No.
    
    ---------
    
    Signed-off-by: slfan1989 <[email protected]>
---
 .../execution/auron/shuffle/uniffle/AuronUniffleShuffleReader.scala   | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git 
a/thirdparty/auron-uniffle/src/main/scala/org/apache/spark/sql/execution/auron/shuffle/uniffle/AuronUniffleShuffleReader.scala
 
b/thirdparty/auron-uniffle/src/main/scala/org/apache/spark/sql/execution/auron/shuffle/uniffle/AuronUniffleShuffleReader.scala
index c4b1ca31..9a152eca 100644
--- 
a/thirdparty/auron-uniffle/src/main/scala/org/apache/spark/sql/execution/auron/shuffle/uniffle/AuronUniffleShuffleReader.scala
+++ 
b/thirdparty/auron-uniffle/src/main/scala/org/apache/spark/sql/execution/auron/shuffle/uniffle/AuronUniffleShuffleReader.scala
@@ -22,6 +22,7 @@ import java.util
 
 import scala.annotation.nowarn
 import scala.collection.AbstractIterator
+import scala.collection.JavaConverters._
 
 import org.apache.commons.lang3.reflect.FieldUtils
 import org.apache.hadoop.conf.Configuration
@@ -164,7 +165,8 @@ class AuronUniffleShuffleReader[K, C](
         }
       }
       if (!emptyPartitionIds.isEmpty) {
-        logInfo(s"")
+        logDebug(s"Found ${emptyPartitionIds
+          .size()} empty shuffle partitions: 
${emptyPartitionIds.asScala.mkString(",")}")
       }
       iterators = shuffleDataIterList.iterator()
       if (iterators.hasNext) {

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