diff --git a/include/common/tdatablock.h b/include/common/tdatablock.h
index 2e2c7d1700..6653fdd9cd 100644
--- a/include/common/tdatablock.h
+++ b/include/common/tdatablock.h
@@ -236,7 +236,7 @@ void        blockCompressEncode(const SSDataBlock* pBlock, char* data, int32_t*
                                 int8_t needCompress);
 const char* blockCompressDecode(SSDataBlock* pBlock, int32_t numOfCols, int32_t numOfRows, const char* pData);
 
-void blockDebugShowData(const SArray* dataBlocks, const char* flag);
+void blockDebugShowDataBlocks(const SArray* dataBlocks, const char* flag);
 // for debug
 char* dumpBlockData(SSDataBlock* pDataBlock, const char* flag, char** dumpBuf);
 
diff --git a/source/common/src/tdatablock.c b/source/common/src/tdatablock.c
index 9f89d72172..2c605b2e7d 100644
--- a/source/common/src/tdatablock.c
+++ b/source/common/src/tdatablock.c
@@ -1613,7 +1613,7 @@ void blockDebugShowData(const SArray* dataBlocks, const char* flag) {
     size_t       numOfCols = taosArrayGetSize(pDataBlock->pDataBlock);
 
     int32_t rows = pDataBlock->info.rows;
-    printf("%s |block type %d |child id %d|\n", flag, (int32_t)pDataBlock->info.type, pDataBlock->info.childId);
+    printf("%s |block type %d |child id %d|group id %zX\n", flag, (int32_t)pDataBlock->info.type, pDataBlock->info.childId, pDataBlock->info.groupId);
     for (int32_t j = 0; j < rows; j++) {
       printf("%s |", flag);
       for (int32_t k = 0; k < numOfCols; k++) {
diff --git a/source/dnode/vnode/src/sma/smaRollup.c b/source/dnode/vnode/src/sma/smaRollup.c
index 3c2f710fa7..6d7b2d0053 100644
--- a/source/dnode/vnode/src/sma/smaRollup.c
+++ b/source/dnode/vnode/src/sma/smaRollup.c
@@ -462,7 +462,7 @@ static int32_t tdFetchAndSubmitRSmaResult(SRSmaInfoItem *pItem, int8_t blkType)
 #if 1
     char flag[10] = {0};
     snprintf(flag, 10, "level %" PRIi8, pItem->level);
-    blockDebugShowData(pResult, flag);
+    blockDebugShowDataBlocks(pResult, flag);
 #endif
     STsdb      *sinkTsdb = (pItem->level == TSDB_RETENTION_L1 ? pSma->pRSmaTsdb1 : pSma->pRSmaTsdb2);
     SSubmitReq *pReq = NULL;
diff --git a/source/dnode/vnode/src/vnd/vnodeSvr.c b/source/dnode/vnode/src/vnd/vnodeSvr.c
index 88bdea3ae7..72c766e0ae 100644
--- a/source/dnode/vnode/src/vnd/vnodeSvr.c
+++ b/source/dnode/vnode/src/vnd/vnodeSvr.c
@@ -299,7 +299,7 @@ int32_t vnodeProcessWriteMsg(SVnode *pVnode, int64_t version, SRpcMsg *pMsg, SRp
 void smaHandleRes(void *pVnode, int64_t smaId, const SArray *data) {
   // TODO
 
-  blockDebugShowData(data, __func__);
+  blockDebugShowDataBlocks(data, __func__);
   tdProcessTSmaInsert(((SVnode *)pVnode)->pSma, smaId, (const char *)data);
 }
 
diff --git a/source/libs/executor/inc/tsort.h b/source/libs/executor/inc/tsort.h
index 35bdd4ee55..972f4469e4 100644
--- a/source/libs/executor/inc/tsort.h
+++ b/source/libs/executor/inc/tsort.h
@@ -136,6 +136,13 @@ bool tsortIsNullVal(STupleHandle* pVHandle, int32_t colId);
  */
 void* tsortGetValue(STupleHandle* pVHandle, int32_t colId);
 
+/**
+ *
+ * @param pVHandle
+ * @return
+ */
+uint64_t tsortGetGroupId(STupleHandle* pVHandle);
+
 /**
  *
  * @param pSortHandle
diff --git a/source/libs/executor/src/sortoperator.c b/source/libs/executor/src/sortoperator.c
index 09cc4e47be..96549ab6ae 100644
--- a/source/libs/executor/src/sortoperator.c
+++ b/source/libs/executor/src/sortoperator.c
@@ -142,7 +142,8 @@ SSDataBlock* getSortedBlockData(SSortHandle* pHandle, SSDataBlock* pDataBlock, i
 
 SSDataBlock* loadNextDataBlock(void* param) {
   SOperatorInfo* pOperator = (SOperatorInfo*)param;
-  return pOperator->fpSet.getNextFn(pOperator);
+  SSDataBlock *pBlock = pOperator->fpSet.getNextFn(pOperator);
+  return pBlock;
 }
 
 // todo refactor: merged with fetch fp
@@ -505,7 +506,9 @@ typedef struct SMultiwaySortMergeOperatorInfo {
 
   SSDataBlock* pInputBlock;
   int64_t      startTs;  // sort start time
-  uint64_t     groupId;
+  bool  hasGroupId;
+  uint64_t groupId;
+  STupleHandle *prefetchedTuple;
 } SMultiwaySortMergeOperatorInfo;
 
 int32_t doOpenMultiwaySortMergeOperator(SOperatorInfo* pOperator) {
@@ -560,12 +563,30 @@ SSDataBlock* getMultiwaySortedBlockData(SSortHandle* pHandle, SSDataBlock* pData
   blockDataEnsureCapacity(p, capacity);
 
   while (1) {
-    STupleHandle* pTupleHandle = tsortNextTuple(pHandle);
+    STupleHandle* pTupleHandle = NULL;
+    if (pInfo->prefetchedTuple == NULL) {
+      pTupleHandle = tsortNextTuple(pHandle);
+    } else {
+      pTupleHandle = pInfo->prefetchedTuple;
+      pInfo->groupId = tsortGetGroupId(pTupleHandle);
+      pInfo->prefetchedTuple = NULL;
+    }
+
     if (pTupleHandle == NULL) {
       break;
     }
 
-    appendOneRowToDataBlock(p, pTupleHandle);
+    uint64_t tupleGroupId = tsortGetGroupId(pTupleHandle);
+    if (!pInfo->hasGroupId) {
+      pInfo->groupId = tupleGroupId;
+      pInfo->hasGroupId = true;
+      appendOneRowToDataBlock(p, pTupleHandle);
+    } else if (pInfo->groupId == tupleGroupId) {
+      appendOneRowToDataBlock(p, pTupleHandle);
+    } else {
+      pInfo->prefetchedTuple = pTupleHandle;
+      break;
+    }
     if (p->info.rows >= capacity) {
       break;
     }
@@ -608,7 +629,6 @@ SSDataBlock* doMultiwaySortMerge(SOperatorInfo* pOperator) {
 
   SSDataBlock* pBlock = getMultiwaySortedBlockData(pInfo->pSortHandle, pInfo->binfo.pRes,
                                                    pOperator->resultInfo.capacity, pInfo->pColMatchInfo, pOperator);
-
   if (pBlock != NULL) {
     pOperator->resultInfo.totalRows += pBlock->info.rows;
   } else {
diff --git a/source/libs/executor/src/tsort.c b/source/libs/executor/src/tsort.c
index 50474ff62e..7d44d41b55 100644
--- a/source/libs/executor/src/tsort.c
+++ b/source/libs/executor/src/tsort.c
@@ -752,6 +752,10 @@ void* tsortGetValue(STupleHandle* pVHandle, int32_t colIndex) {
   }
 }
 
+uint64_t tsortGetGroupId(STupleHandle* pVHandle) {
+  return pVHandle->pBlock->info.groupId;
+}
+
 SSortExecInfo tsortGetSortExecInfo(SSortHandle* pHandle) {
   SSortExecInfo info = {0};