diff --git a/source/dnode/vnode/src/tsdb/tsdbRead.c b/source/dnode/vnode/src/tsdb/tsdbRead.c
index af368d33e0234396f813539827515d90d71744ed..986cba8b17b17936d3dc0ded647824638a5f1101 100644
--- a/source/dnode/vnode/src/tsdb/tsdbRead.c
+++ b/source/dnode/vnode/src/tsdb/tsdbRead.c
@@ -88,6 +88,7 @@ typedef struct SBlockLoadSuppInfo {
   int16_t*         colIds;  // column ids for loading file block data
   int32_t          numOfCols;
   char**           buildBuf;  // build string tmp buffer, todo remove it later after all string format being updated.
+  bool             smaValid;  // the sma on all queried columns are activated
 } SBlockLoadSuppInfo;
 
 typedef struct SLastBlockReader {
@@ -213,11 +214,10 @@ static bool          hasDataInFileBlock(const SBlockData* pBlockData, const SFil
 
 static bool outOfTimeWindow(int64_t ts, STimeWindow* pWindow) { return (ts > pWindow->ekey) || (ts < pWindow->skey); }
 
-static int32_t setColumnIdSlotList(STsdbReader* pReader, SSDataBlock* pBlock) {
-  SBlockLoadSuppInfo* pSupInfo = &pReader->suppInfo;
-
+static int32_t setColumnIdSlotList(SBlockLoadSuppInfo* pSupInfo, SSDataBlock* pBlock) {
   size_t numOfCols = blockDataGetNumOfCols(pBlock);
 
+  pSupInfo->smaValid = true;
   pSupInfo->numOfCols = numOfCols;
   pSupInfo->colIds = taosMemoryMalloc(numOfCols * sizeof(int16_t));
   pSupInfo->buildBuf = taosMemoryCalloc(numOfCols, POINTER_BYTES);
@@ -239,6 +239,28 @@ static int32_t setColumnIdSlotList(STsdbReader* pReader, SSDataBlock* pBlock) {
   return TSDB_CODE_SUCCESS;
 }
 
+static void updateBlockSMAInfo(STSchema* pSchema, SBlockLoadSuppInfo* pSupInfo) {
+  int32_t i = 0, j = 0;
+
+  while(i < pSchema->numOfCols && j < pSupInfo->numOfCols) {
+    STColumn* pTCol = &pSchema->columns[i];
+    if (pTCol->colId == pSupInfo->colIds[j]) {
+      if (!IS_BSMA_ON(pTCol)) {
+        pSupInfo->smaValid = false;
+        return;
+      }
+
+      i += 1;
+      j += 1;
+    } else if (pTCol->colId < pSupInfo->colIds[j]) {
+      // do nothing
+      i += 1;
+    } else {
+      ASSERT(0);
+    }
+  }
+}
+
 static int32_t initBlockScanInfoBuf(SBlockInfoBuf* pBuf, int32_t numOfTables) {
   int32_t num = numOfTables / pBuf->numPerBucket;
   int32_t remainder = numOfTables % pBuf->numPerBucket;
@@ -580,7 +602,7 @@ static int32_t tsdbReaderCreate(SVnode* pVnode, SQueryTableDataCond* pCond, STsd
 
   // allocate buffer in order to load data blocks from file
   SBlockLoadSuppInfo* pSup = &pReader->suppInfo;
-  pSup->pColAgg = taosArrayInit(4, sizeof(SColumnDataAgg));
+  pSup->pColAgg = taosArrayInit(pCond->numOfCols, sizeof(SColumnDataAgg));
   pSup->plist = taosMemoryCalloc(pCond->numOfCols, POINTER_BYTES);
   if (pSup->pColAgg == NULL || pSup->plist == NULL) {
     code = TSDB_CODE_OUT_OF_MEMORY;
@@ -601,7 +623,7 @@ static int32_t tsdbReaderCreate(SVnode* pVnode, SQueryTableDataCond* pCond, STsd
     goto _end;
   }
 
-  setColumnIdSlotList(pReader, pReader->pResBlock);
+  setColumnIdSlotList(&pReader->suppInfo, pReader->pResBlock);
 
   *ppReader = pReader;
   return code;
@@ -3763,6 +3785,10 @@ int32_t tsdbReaderOpen(SVnode* pVnode, SQueryTableDataCond* pCond, void* pTableL
     }
   }
 
+  if (pReader->pSchema != NULL) {
+    updateBlockSMAInfo(pReader->pSchema, &pReader->suppInfo);
+  }
+
   STsdbReader* p = pReader->innerReader[0] != NULL ? pReader->innerReader[0] : pReader;
 
   pReader->status.pTableMap = createDataBlockScanInfo(p, pTableList, numOfTables);
@@ -4020,7 +4046,7 @@ int32_t tsdbRetrieveDatablockSMA(STsdbReader* pReader, SColumnDataAgg*** pBlockS
   }
 
   // there is no statistics data for composed block
-  if (pReader->status.composedDataBlock) {
+  if (pReader->status.composedDataBlock || (!pReader->suppInfo.smaValid)) {
     *pBlockStatis = NULL;
     return TSDB_CODE_SUCCESS;
   }
@@ -4060,7 +4086,7 @@ int32_t tsdbRetrieveDatablockSMA(STsdbReader* pReader, SColumnDataAgg*** pBlockS
 
   int32_t i = 0, j = 0;
   size_t  size = taosArrayGetSize(pSup->pColAgg);
-
+#if 0
   while (j < numOfCols && i < size) {
     SColumnDataAgg* pAgg = taosArrayGet(pSup->pColAgg, i);
     if (pAgg->colId == pSup->colIds[j]) {
@@ -4068,6 +4094,7 @@ int32_t tsdbRetrieveDatablockSMA(STsdbReader* pReader, SColumnDataAgg*** pBlockS
         pSup->plist[j] = pAgg;
       } else {
         *allHave = false;
+        break;
       }
       i += 1;
       j += 1;
@@ -4077,12 +4104,43 @@ int32_t tsdbRetrieveDatablockSMA(STsdbReader* pReader, SColumnDataAgg*** pBlockS
       j += 1;
     }
   }
+#else
+
+  // fill the all null data column
+  SArray* pNewAggList = taosArrayInit(numOfCols, sizeof(SColumnDataAgg));
+
+  while (j < numOfCols && i < size) {
+    SColumnDataAgg* pAgg = taosArrayGet(pSup->pColAgg, i);
+    if (pAgg->colId == pSup->colIds[j]) {
+      taosArrayPush(pNewAggList, pAgg);
+      i += 1;
+      j += 1;
+    } else if (pAgg->colId < pSup->colIds[j]) {
+      i += 1;
+    } else if (pSup->colIds[j] < pAgg->colId) {
+      // all date in this block are null
+      SColumnDataAgg nullColAgg = {.colId = pSup->colIds[j], .numOfNull = pBlock->nRow};
+      taosArrayPush(pNewAggList, &nullColAgg);
+      j += 1;
+    }
+  }
+
+  taosArrayClear(pSup->pColAgg);
+  taosArrayAddAll(pSup->pColAgg, pNewAggList);
+
+  size_t num = taosArrayGetSize(pSup->pColAgg);
+  for(int32_t k = 0; k < num; ++k) {
+    pSup->plist[k] = taosArrayGet(pSup->pColAgg, k);
+  }
+
+  taosArrayDestroy(pNewAggList);
+
+#endif
 
   pReader->cost.smaDataLoad += 1;
   *pBlockStatis = pSup->plist;
 
   tsdbDebug("vgId:%d, succeed to load block SMA for uid %" PRIu64 ", %s", 0, pFBlock->uid, pReader->idStr);
-
   return code;
 }
 
diff --git a/source/dnode/vnode/src/tsdb/tsdbReaderWriter.c b/source/dnode/vnode/src/tsdb/tsdbReaderWriter.c
index 8c1b0004a38201c1c9d827070137d69de85f4f7a..294a4bd3e4c404ddb33a4e3fe7cd0c5fe2203a87 100644
--- a/source/dnode/vnode/src/tsdb/tsdbReaderWriter.c
+++ b/source/dnode/vnode/src/tsdb/tsdbReaderWriter.c
@@ -517,7 +517,7 @@ static int32_t tsdbWriteBlockSma(SDataFWriter *pWriter, SBlockData *pBlockData,
   for (int32_t iColData = 0; iColData < pBlockData->nColData; iColData++) {
     SColData *pColData = tBlockDataGetColDataByIdx(pBlockData, iColData);
 
-    if ((!pColData->smaOn) || IS_VAR_DATA_TYPE(pColData->type)) continue;
+    if ((!pColData->smaOn) || IS_VAR_DATA_TYPE(pColData->type) || ((pColData->flag & HAS_VALUE) == 0)) continue;
 
     SColumnDataAgg sma = {.colId = pColData->cid};
     tColDataCalcSMA[pColData->type](pColData, &sma.sum, &sma.max, &sma.min, &sma.numOfNull);