diff --git a/source/libs/executor/inc/executorimpl.h b/source/libs/executor/inc/executorimpl.h
index c33b6622e3..9e6613d3c2 100644
--- a/source/libs/executor/inc/executorimpl.h
+++ b/source/libs/executor/inc/executorimpl.h
@@ -506,7 +506,8 @@ typedef struct SPartitionOperatorInfo {
   SDiskbasedBuf* pBuf;          // query result buffer based on blocked-wised disk file
   int32_t        rowCapacity;   // maximum number of rows for each buffer page
   int32_t*       columnOffset;  // start position for each column data
-  void*          pGroupIter;  // group iterator
+  SArray*        sortedGroupArray;   // SDataGroupInfo sorted by group id
+  int32_t        groupIndex;  // group index
   int32_t        pageIndex;   // page index of current group
   SSDataBlock*   pUpdateRes;
   SExprSupp      scalarSup;
diff --git a/source/libs/executor/src/groupoperator.c b/source/libs/executor/src/groupoperator.c
index 527f4520bf..482326a30e 100644
--- a/source/libs/executor/src/groupoperator.c
+++ b/source/libs/executor/src/groupoperator.c
@@ -586,24 +586,30 @@ static void clearPartitionOperator(SPartitionOperatorInfo* pInfo) {
   while( (ite = taosHashIterate(pInfo->pGroupSet, ite)) != NULL ) {
     taosArrayDestroy( ((SDataGroupInfo *)ite)->pPageList);
   }
-  taosHashClear(pInfo->pGroupSet);
+  taosArrayClear(pInfo->sortedGroupArray);
   clearDiskbasedBuf(pInfo->pBuf);
 }
 
+static int compareDataGroupInfo(const void* group1, const void* group2) {
+  const SDataGroupInfo* pGroupInfo1 = group1;
+  const SDataGroupInfo* pGroupInfo2 = group2;
+  return pGroupInfo1->groupId - pGroupInfo2->groupId;
+}
+
 static SSDataBlock* buildPartitionResult(SOperatorInfo* pOperator) {
   SPartitionOperatorInfo* pInfo = pOperator->info;
 
-  SDataGroupInfo* pGroupInfo = pInfo->pGroupIter;
-  if (pInfo->pGroupIter == NULL || pInfo->pageIndex >= taosArrayGetSize(pGroupInfo->pPageList)) {
+  SDataGroupInfo* pGroupInfo = (pInfo->groupIndex != -1) ? taosArrayGet(pInfo->sortedGroupArray, pInfo->groupIndex) : NULL;
+  if (pInfo->groupIndex == -1 || pInfo->pageIndex >= taosArrayGetSize(pGroupInfo->pPageList)) {
     // try next group data
-    pInfo->pGroupIter = taosHashIterate(pInfo->pGroupSet, pInfo->pGroupIter);
-    if (pInfo->pGroupIter == NULL) {
+    ++pInfo->groupIndex;
+    if (pInfo->groupIndex >= taosArrayGetSize(pInfo->sortedGroupArray)) {
       doSetOperatorCompleted(pOperator);
       clearPartitionOperator(pInfo);
       return NULL;
     }
 
-    pGroupInfo = pInfo->pGroupIter;
+    pGroupInfo = taosArrayGet(pInfo->sortedGroupArray, pInfo->groupIndex);
     pInfo->pageIndex = 0;
   }
 
@@ -657,6 +663,20 @@ static SSDataBlock* hashPartition(SOperatorInfo* pOperator) {
     doHashPartition(pOperator, pBlock);
   }
 
+  SArray* groupArray = taosArrayInit(taosHashGetSize(pInfo->pGroupSet), sizeof(SDataGroupInfo));
+  void* pGroupIter = NULL;
+  pGroupIter = taosHashIterate(pInfo->pGroupSet, NULL);
+  while (pGroupIter != NULL) {
+    SDataGroupInfo* pGroupInfo = pGroupIter;
+    taosArrayPush(groupArray, pGroupInfo);
+    pGroupIter = taosHashIterate(pInfo->pGroupSet, pGroupIter);
+  }
+
+  taosArraySort(groupArray, compareDataGroupInfo);
+  pInfo->sortedGroupArray = groupArray;
+  pInfo->groupIndex = -1;
+  taosHashClear(pInfo->pGroupSet);
+
   pOperator->cost.openCost = (taosGetTimestampUs() - st) / 1000.0;
 
   pOperator->status = OP_RES_TO_RETURN;
@@ -676,6 +696,7 @@ static void destroyPartitionOperatorInfo(void* param, int32_t numOfOutput) {
 
   taosArrayDestroy(pInfo->pGroupColVals);
   taosMemoryFree(pInfo->keyBuf);
+  taosArrayDestroy(pInfo->sortedGroupArray);
   taosHashCleanup(pInfo->pGroupSet);
   taosMemoryFree(pInfo->columnOffset);