diff --git a/include/libs/function/functionMgt.h b/include/libs/function/functionMgt.h
index f3e28936afc1b1556502eacd08f6b1e699abc198..9d0995a8d8e6ae29ee488a5d38cb6d083c036075 100644
--- a/include/libs/function/functionMgt.h
+++ b/include/libs/function/functionMgt.h
@@ -122,6 +122,10 @@ typedef enum EFunctionType {
   // internal function
   FUNCTION_TYPE_SELECT_VALUE,
 
+  // distributed splitting functions
+  FUNCTION_TYPE_APERCENTILE_PARTIAL,
+  FUNCTION_TYPE_APERCENTILE_MERGE,
+
   // user defined funcion
   FUNCTION_TYPE_UDF = 10000
 } EFunctionType;
diff --git a/source/libs/function/inc/builtinsimpl.h b/source/libs/function/inc/builtinsimpl.h
index 68b83f4a1955c72e119dcadd5d409ce10639e5e1..34fa5e841728b867f0dc814353b6e82c0b3be0bd 100644
--- a/source/libs/function/inc/builtinsimpl.h
+++ b/source/libs/function/inc/builtinsimpl.h
@@ -23,6 +23,7 @@ extern "C" {
 #include "function.h"
 #include "functionMgt.h"
 
+
 bool functionSetup(SqlFunctionCtx *pCtx, SResultRowEntryInfo* pResultInfo);
 int32_t functionFinalize(SqlFunctionCtx* pCtx, SSDataBlock* pBlock);
 int32_t dummyProcess(SqlFunctionCtx* UNUSED_PARAM(pCtx));
@@ -77,6 +78,7 @@ bool getApercentileFuncEnv(struct SFunctionNode* pFunc, SFuncExecEnv* pEnv);
 bool apercentileFunctionSetup(SqlFunctionCtx *pCtx, SResultRowEntryInfo* pResultInfo);
 int32_t apercentileFunction(SqlFunctionCtx *pCtx);
 int32_t apercentileFinalize(SqlFunctionCtx* pCtx, SSDataBlock* pBlock);
+int32_t apercentilePartialFinalize(SqlFunctionCtx* pCtx, SSDataBlock* pBlock);
 
 bool getDiffFuncEnv(struct SFunctionNode* pFunc, SFuncExecEnv* pEnv);
 bool diffFunctionSetup(SqlFunctionCtx *pCtx, SResultRowEntryInfo* pResInfo);
diff --git a/source/libs/function/src/builtins.c b/source/libs/function/src/builtins.c
index c9c63169c931cc03fdf58d16f551f6abbdc8ba85..05fcbb5e6b29b2ef11f47384bebe02dbd19671e5 100644
--- a/source/libs/function/src/builtins.c
+++ b/source/libs/function/src/builtins.c
@@ -212,7 +212,7 @@ static bool validateApercentileAlgo(const SValueNode* pVal) {
           0 == strcasecmp(varDataVal(pVal->datum.p), "t-digest"));
 }
 
-static int32_t translateApercentile(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
+static int32_t translateApercentileImpl(SFunctionNode* pFunc, char* pErrBuf, int32_t len, bool isPartial) {
   int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
   if (2 != numOfParams && 3 != numOfParams) {
     return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
@@ -261,10 +261,22 @@ static int32_t translateApercentile(SFunctionNode* pFunc, char* pErrBuf, int32_t
     pValue->notReserved = true;
   }
 
-  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
+  if (!isPartial) {
+    pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
+  } else {
+    pFunc->node.resType = (SDataType){.bytes = 1000, .type = TSDB_DATA_TYPE_BINARY};
+  }
   return TSDB_CODE_SUCCESS;
 }
 
+static int32_t translateApercentilePartial(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
+  return translateApercentileImpl(pFunc, pErrBuf, len, true);
+}
+static int32_t translateApercentileFinal(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
+  return translateApercentileImpl(pFunc, pErrBuf, len, false);
+}
+
+
 static int32_t translateTbnameColumn(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
   // pseudo column do not need to check parameters
   pFunc->node.resType =
@@ -1142,9 +1154,9 @@ const SBuiltinFuncDefinition funcMgtBuiltins[] = {
     .processFunc  = countFunction,
     .finalizeFunc = functionFinalize,
     .invertFunc   = countInvertFunction,
-    .combineFunc = combineFunction,
-    // .pPartialFunc = "count",
-    // .pMergeFunc   = "sum"
+    .combineFunc  = combineFunction,
+    .pPartialFunc = "count",
+    .pMergeFunc   = "sum"
   },
   {
     .name = "sum",
@@ -1157,7 +1169,9 @@ const SBuiltinFuncDefinition funcMgtBuiltins[] = {
     .processFunc  = sumFunction,
     .finalizeFunc = functionFinalize,
     .invertFunc   = sumInvertFunction,
-    .combineFunc = sumCombine,
+    .combineFunc  = sumCombine,
+    .pPartialFunc = "sum",
+    .pMergeFunc   = "sum"
   },
   {
     .name = "min",
@@ -1169,7 +1183,9 @@ const SBuiltinFuncDefinition funcMgtBuiltins[] = {
     .initFunc     = minmaxFunctionSetup,
     .processFunc  = minFunction,
     .finalizeFunc = minmaxFunctionFinalize,
-    .combineFunc = minCombine
+    .combineFunc  = minCombine,
+    .pPartialFunc = "min",
+    .pMergeFunc   = "min"
   },
   {
     .name = "max",
@@ -1181,7 +1197,9 @@ const SBuiltinFuncDefinition funcMgtBuiltins[] = {
     .initFunc     = minmaxFunctionSetup,
     .processFunc  = maxFunction,
     .finalizeFunc = minmaxFunctionFinalize,
-    .combineFunc = maxCombine
+    .combineFunc  = maxCombine,
+    .pPartialFunc = "max",
+    .pMergeFunc   = "max"
   },
   {
     .name = "stddev",
@@ -1217,6 +1235,8 @@ const SBuiltinFuncDefinition funcMgtBuiltins[] = {
     .finalizeFunc = avgFinalize,
     .invertFunc   = avgInvertFunction,
     .combineFunc  = avgCombine,
+    .pPartialFunc = "avgPartial",
+    .pMergeFunc   = "avgMerge"
   },
   {
     .name = "percentile",
@@ -1232,7 +1252,27 @@ const SBuiltinFuncDefinition funcMgtBuiltins[] = {
     .name = "apercentile",
     .type = FUNCTION_TYPE_APERCENTILE,
     .classification = FUNC_MGT_AGG_FUNC,
-    .translateFunc = translateApercentile,
+    .translateFunc = translateApercentileFinal,
+    .getEnvFunc   = getApercentileFuncEnv,
+    .initFunc     = apercentileFunctionSetup,
+    .processFunc  = apercentileFunction,
+    .finalizeFunc = apercentileFinalize
+  },
+  {
+    .name = "_apercentile_partial",
+    .type = FUNCTION_TYPE_APERCENTILE_PARTIAL,
+    .classification = FUNC_MGT_AGG_FUNC,
+    .translateFunc = translateApercentilePartial,
+    .getEnvFunc   = getApercentileFuncEnv,
+    .initFunc     = apercentileFunctionSetup,
+    .processFunc  = apercentileFunction,
+    .finalizeFunc = apercentilePartialFinalize
+  },
+  {
+    .name = "_apercentile_merge",
+    .type = FUNCTION_TYPE_APERCENTILE_MERGE,
+    .classification = FUNC_MGT_AGG_FUNC,
+    .translateFunc = translateApercentileFinal,
     .getEnvFunc   = getApercentileFuncEnv,
     .initFunc     = apercentileFunctionSetup,
     .processFunc  = apercentileFunction,
@@ -1299,7 +1339,9 @@ const SBuiltinFuncDefinition funcMgtBuiltins[] = {
     .initFunc     = functionSetup,
     .processFunc  = firstFunction,
     .finalizeFunc = firstLastFinalize,
-    .combineFunc = firstCombine,
+    .combineFunc  = firstCombine,
+    .pPartialFunc = "first",
+    .pMergeFunc   = "first"
   },
   {
     .name = "last",
@@ -1311,6 +1353,8 @@ const SBuiltinFuncDefinition funcMgtBuiltins[] = {
     .processFunc  = lastFunction,
     .finalizeFunc = firstLastFinalize,
     .combineFunc  = lastCombine,
+    .pPartialFunc = "last",
+    .pMergeFunc   = "last"
   },
   {
     .name = "twa",
diff --git a/source/libs/function/src/builtinsimpl.c b/source/libs/function/src/builtinsimpl.c
index 4c7984c602f3c789183e96428a97374f4019829d..21847f5de1462b00180537063cd1076dee3e2fc5 100644
--- a/source/libs/function/src/builtinsimpl.c
+++ b/source/libs/function/src/builtinsimpl.c
@@ -2071,6 +2071,41 @@ int32_t apercentileFinalize(SqlFunctionCtx* pCtx, SSDataBlock* pBlock) {
   return functionFinalize(pCtx, pBlock);
 }
 
+int32_t apercentilePartialFinalize(SqlFunctionCtx* pCtx, SSDataBlock* pBlock) {
+  SVariant* pVal    = &pCtx->param[1].param;
+  double    percent = (pVal->nType == TSDB_DATA_TYPE_BIGINT) ? pVal->i : pVal->d;
+
+  SResultRowEntryInfo* pResInfo = GET_RES_INFO(pCtx);
+  SAPercentileInfo*       pInfo = (SAPercentileInfo*)GET_ROWCELL_INTERBUF(pResInfo);
+
+  int32_t bytesHist   = (int32_t)(sizeof(SAPercentileInfo) + sizeof(SHistogramInfo) + sizeof(SHistBin) * (MAX_HISTOGRAM_BIN + 1));
+  int32_t bytesDigest = (int32_t)(sizeof(SAPercentileInfo) + TDIGEST_SIZE(COMPRESSION));
+  int32_t resultBytes = TMAX(bytesHist, bytesDigest);
+  char *tmp = taosMemoryCalloc(resultBytes + VARSTR_HEADER_SIZE, sizeof(char));
+
+  if (pInfo->algo == APERCT_ALGO_TDIGEST) {
+    if (pInfo->pTDigest->size > 0) {
+      memcpy(varDataVal(tmp), pInfo->pTDigest, resultBytes);
+    } else {
+      return TSDB_CODE_SUCCESS;
+    }
+  } else {
+    if (pInfo->pHisto->numOfElems > 0) {
+      memcpy(varDataVal(tmp), pInfo->pHisto, resultBytes);
+    } else {
+      return TSDB_CODE_SUCCESS;
+    }
+  }
+
+  int32_t          slotId = pCtx->pExpr->base.resSchema.slotId;
+  SColumnInfoData* pCol = taosArrayGet(pBlock->pDataBlock, slotId);
+
+  colDataAppend(pCol, pBlock->info.rows, tmp, false);
+
+  taosMemoryFree(tmp);
+  return pResInfo->numOfRes;
+}
+
 bool getFirstLastFuncEnv(SFunctionNode* pFunc, SFuncExecEnv* pEnv) {
   SColumnNode* pNode = nodesListGetNode(pFunc->pParameterList, 0);
   pEnv->calcMemSize = pNode->node.resType.bytes + sizeof(int64_t);