/* * Copyright (c) 2019 TAOS Data, Inc. * * This program is free software: you can use, redistribute, and/or modify * it under the terms of the GNU Affero General Public License, version 3 * or later ("AGPL"), as published by the Free Software Foundation. * * This program is distributed in the hope that it will be useful, but WITHOUT * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or * FITNESS FOR A PARTICULAR PURPOSE. * * You should have received a copy of the GNU Affero General Public License * along with this program. If not, see . */ #include "os.h" #include "function.h" #include "tname.h" #include "tdatablock.h" #include "tmsg.h" #include "executorimpl.h" #include "tcompare.h" #include "thash.h" #include "ttypes.h" static int32_t* setupColumnOffset(const SSDataBlock* pBlock, int32_t rowCapacity); static void* getCurrentDataGroupInfo(const SPartitionOperatorInfo* pInfo, SDataGroupInfo** pGroupInfo, int32_t len); static uint64_t calcGroupId(char* pData, int32_t len); static void destroyGroupOperatorInfo(void* param, int32_t numOfOutput) { SGroupbyOperatorInfo* pInfo = (SGroupbyOperatorInfo*)param; doDestroyBasicInfo(&pInfo->binfo, numOfOutput); taosMemoryFreeClear(pInfo->keyBuf); taosArrayDestroy(pInfo->pGroupCols); taosArrayDestroy(pInfo->pGroupColVals); } static int32_t initGroupOptrInfo(SArray** pGroupColVals, int32_t* keyLen, char** keyBuf, const SArray* pGroupColList) { *pGroupColVals = taosArrayInit(4, sizeof(SGroupKeys)); if ((*pGroupColVals) == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } int32_t numOfGroupCols = taosArrayGetSize(pGroupColList); for (int32_t i = 0; i < numOfGroupCols; ++i) { SColumn* pCol = taosArrayGet(pGroupColList, i); (*keyLen) += pCol->bytes; // actual data + null_flag SGroupKeys key = {0}; key.bytes = pCol->bytes; key.type = pCol->type; key.isNull = false; key.pData = taosMemoryCalloc(1, pCol->bytes); if (key.pData == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } taosArrayPush((*pGroupColVals), &key); } int32_t nullFlagSize = sizeof(int8_t) * numOfGroupCols; (*keyLen) += nullFlagSize; (*keyBuf) = taosMemoryCalloc(1, (*keyLen)); if ((*keyBuf) == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } return TSDB_CODE_SUCCESS; } static bool groupKeyCompare(SArray* pGroupCols, SArray* pGroupColVals, SSDataBlock* pBlock, int32_t rowIndex, int32_t numOfGroupCols) { SColumnDataAgg* pColAgg = NULL; for (int32_t i = 0; i < numOfGroupCols; ++i) { SColumn* pCol = taosArrayGet(pGroupCols, i); SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, pCol->slotId); if (pBlock->pBlockAgg != NULL) { pColAgg = pBlock->pBlockAgg[pCol->slotId]; // TODO is agg data matched? } bool isNull = colDataIsNull(pColInfoData, pBlock->info.rows, rowIndex, pColAgg); SGroupKeys* pkey = taosArrayGet(pGroupColVals, i); if (pkey->isNull && isNull) { continue; } if (isNull || pkey->isNull) { return false; } char* val = colDataGetData(pColInfoData, rowIndex); if (IS_VAR_DATA_TYPE(pkey->type)) { int32_t len = varDataLen(val); if (len == varDataLen(pkey->pData) && memcmp(varDataVal(pkey->pData), varDataVal(val), len) == 0) { continue; } else { return false; } } else { if (memcmp(pkey->pData, val, pkey->bytes) != 0) { return false; } } } return true; } static void recordNewGroupKeys(SArray* pGroupCols, SArray* pGroupColVals, SSDataBlock* pBlock, int32_t rowIndex, int32_t numOfGroupCols) { SColumnDataAgg* pColAgg = NULL; for (int32_t i = 0; i < numOfGroupCols; ++i) { SColumn* pCol = taosArrayGet(pGroupCols, i); SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, pCol->slotId); if (pBlock->pBlockAgg != NULL) { pColAgg = pBlock->pBlockAgg[pCol->slotId]; // TODO is agg data matched? } SGroupKeys* pkey = taosArrayGet(pGroupColVals, i); if (colDataIsNull(pColInfoData, pBlock->info.rows, rowIndex, pColAgg)) { pkey->isNull = true; } else { pkey->isNull = false; char* val = colDataGetData(pColInfoData, rowIndex); if (IS_VAR_DATA_TYPE(pkey->type)) { memcpy(pkey->pData, val, varDataTLen(val)); ASSERT(varDataTLen(val) <= pkey->bytes); } else { memcpy(pkey->pData, val, pkey->bytes); } } } } static int32_t buildGroupKeys(void* pKey, const SArray* pGroupColVals) { ASSERT(pKey != NULL); size_t numOfGroupCols = taosArrayGetSize(pGroupColVals); char* isNull = (char*)pKey; char* pStart = (char*)pKey + sizeof(int8_t) * numOfGroupCols; for (int32_t i = 0; i < numOfGroupCols; ++i) { SGroupKeys* pkey = taosArrayGet(pGroupColVals, i); if (pkey->isNull) { isNull[i] = 1; continue; } isNull[i] = 0; if (IS_VAR_DATA_TYPE(pkey->type)) { varDataCopy(pStart, pkey->pData); pStart += varDataTLen(pkey->pData); ASSERT(varDataTLen(pkey->pData) <= pkey->bytes); } else { memcpy(pStart, pkey->pData, pkey->bytes); pStart += pkey->bytes; } } return (int32_t) (pStart - (char*)pKey); } // assign the group keys or user input constant values if required static void doAssignGroupKeys(SqlFunctionCtx* pCtx, int32_t numOfOutput, int32_t totalRows, int32_t rowIndex) { for (int32_t i = 0; i < numOfOutput; ++i) { if (pCtx[i].functionId == -1) { // select count(*),key from t group by key. SResultRowEntryInfo* pEntryInfo = GET_RES_INFO(&pCtx[i]); SColumnInfoData* pColInfoData = pCtx[i].input.pData[0]; // todo OPT all/all not NULL if (!colDataIsNull(pColInfoData, totalRows, rowIndex, NULL)) { char* dest = GET_ROWCELL_INTERBUF(pEntryInfo); char* data = colDataGetData(pColInfoData, rowIndex); if (IS_VAR_DATA_TYPE(pColInfoData->info.type)) { varDataCopy(dest, data); } else { memcpy(dest, data, pColInfoData->info.bytes); } } else { // it is a NULL value pEntryInfo->isNullRes = 1; } pEntryInfo->numOfRes = 1; } } } static void doHashGroupbyAgg(SOperatorInfo* pOperator, SSDataBlock* pBlock) { SExecTaskInfo* pTaskInfo = pOperator->pTaskInfo; SGroupbyOperatorInfo* pInfo = pOperator->info; SqlFunctionCtx* pCtx = pInfo->binfo.pCtx; int32_t numOfGroupCols = taosArrayGetSize(pInfo->pGroupCols); // if (type == TSDB_DATA_TYPE_FLOAT || type == TSDB_DATA_TYPE_DOUBLE) { // qError("QInfo:0x%"PRIx64" group by not supported on double/float columns, abort", GET_TASKID(pRuntimeEnv)); // return; // } int32_t len = 0; STimeWindow w = TSWINDOW_INITIALIZER; int32_t num = 0; for (int32_t j = 0; j < pBlock->info.rows; ++j) { // Compare with the previous row of this column, and do not set the output buffer again if they are identical. if (!pInfo->isInit) { recordNewGroupKeys(pInfo->pGroupCols, pInfo->pGroupColVals, pBlock, j, numOfGroupCols); pInfo->isInit = true; num++; continue; } bool equal = groupKeyCompare(pInfo->pGroupCols, pInfo->pGroupColVals, pBlock, j, numOfGroupCols); if (equal) { num++; continue; } // The first row of a new block does not belongs to the previous existed group if (j == 0) { num++; recordNewGroupKeys(pInfo->pGroupCols, pInfo->pGroupColVals, pBlock, j, numOfGroupCols); continue; } len = buildGroupKeys(pInfo->keyBuf, pInfo->pGroupColVals); int32_t ret = setGroupResultOutputBuf(&(pInfo->binfo), pOperator->numOfExprs, pInfo->keyBuf, TSDB_DATA_TYPE_VARCHAR, len, 0, pInfo->aggSup.pResultBuf, pTaskInfo, &pInfo->aggSup); if (ret != TSDB_CODE_SUCCESS) { // null data, too many state code longjmp(pTaskInfo->env, TSDB_CODE_QRY_APP_ERROR); } int32_t rowIndex = j - num; doApplyFunctions(pTaskInfo, pCtx, &w, NULL, rowIndex, num, NULL, pBlock->info.rows, pOperator->numOfExprs, TSDB_ORDER_ASC); // assign the group keys or user input constant values if required doAssignGroupKeys(pCtx, pOperator->numOfExprs, pBlock->info.rows, rowIndex); recordNewGroupKeys(pInfo->pGroupCols, pInfo->pGroupColVals, pBlock, j, numOfGroupCols); num = 1; } if (num > 0) { len = buildGroupKeys(pInfo->keyBuf, pInfo->pGroupColVals); int32_t ret = setGroupResultOutputBuf(&(pInfo->binfo), pOperator->numOfExprs, pInfo->keyBuf, TSDB_DATA_TYPE_VARCHAR, len, 0, pInfo->aggSup.pResultBuf, pTaskInfo, &pInfo->aggSup); if (ret != TSDB_CODE_SUCCESS) { longjmp(pTaskInfo->env, TSDB_CODE_QRY_APP_ERROR); } int32_t rowIndex = pBlock->info.rows - num; doApplyFunctions(pTaskInfo, pCtx, &w, NULL, rowIndex, num, NULL, pBlock->info.rows, pOperator->numOfExprs, TSDB_ORDER_ASC); doAssignGroupKeys(pCtx, pOperator->numOfExprs, pBlock->info.rows, rowIndex); } } static SSDataBlock* hashGroupbyAggregate(SOperatorInfo* pOperator) { if (pOperator->status == OP_EXEC_DONE) { return NULL; } SExecTaskInfo* pTaskInfo = pOperator->pTaskInfo; SGroupbyOperatorInfo* pInfo = pOperator->info; SSDataBlock* pRes = pInfo->binfo.pRes; if (pOperator->status == OP_RES_TO_RETURN) { doBuildResultDatablock(pOperator, &pInfo->binfo, &pInfo->groupResInfo, pInfo->aggSup.pResultBuf); size_t rows = pRes->info.rows; if (rows == 0 || !hashRemainDataInGroupInfo(&pInfo->groupResInfo)) { doSetOperatorCompleted(pOperator); } pOperator->resultInfo.totalRows += rows; return (pRes->info.rows == 0)? NULL:pRes; } int32_t order = TSDB_ORDER_ASC; int32_t scanFlag = MAIN_SCAN; int64_t st = taosGetTimestampUs(); SOperatorInfo* downstream = pOperator->pDownstream[0]; while (1) { SSDataBlock* pBlock = downstream->fpSet.getNextFn(downstream); if (pBlock == NULL) { break; } int32_t code = getTableScanInfo(pOperator, &order, &scanFlag); if (code != TSDB_CODE_SUCCESS) { longjmp(pTaskInfo->env, code); } // the pDataBlock are always the same one, no need to call this again setInputDataBlock(pOperator, pInfo->binfo.pCtx, pBlock, order, scanFlag, true); // there is an scalar expression that needs to be calculated right before apply the group aggregation. if (pInfo->pScalarExprInfo != NULL) { pTaskInfo->code = projectApplyFunctions(pInfo->pScalarExprInfo, pBlock, pBlock, pInfo->pScalarFuncCtx, pInfo->numOfScalarExpr, NULL); if (pTaskInfo->code != TSDB_CODE_SUCCESS) { longjmp(pTaskInfo->env, pTaskInfo->code); } } doHashGroupbyAgg(pOperator, pBlock); } pOperator->status = OP_RES_TO_RETURN; closeAllResultRows(&pInfo->binfo.resultRowInfo); // if (!stableQuery) { // finalize include the update of result rows // finalizeQueryResult(pInfo->binfo.pCtx, pOperator->numOfExprs); // } else { // updateNumOfRowsInResultRows(pInfo->binfo.pCtx, pOperator->numOfExprs, &pInfo->binfo.resultRowInfo, // pInfo->binfo.rowCellInfoOffset); // } blockDataEnsureCapacity(pRes, pOperator->resultInfo.capacity); initGroupedResultInfo(&pInfo->groupResInfo, pInfo->aggSup.pResultRowHashTable, 0); pOperator->cost.openCost = (taosGetTimestampUs() - st) / 1000.0; while(1) { doBuildResultDatablock(pOperator, &pInfo->binfo, &pInfo->groupResInfo, pInfo->aggSup.pResultBuf); doFilter(pInfo->pCondition, pRes, NULL); bool hasRemain = hashRemainDataInGroupInfo(&pInfo->groupResInfo); if (!hasRemain) { doSetOperatorCompleted(pOperator); break; } if (pRes->info.rows > 0) { break; } } size_t rows = pRes->info.rows; pOperator->resultInfo.totalRows += rows; return (rows == 0)? NULL:pRes; } SOperatorInfo* createGroupOperatorInfo(SOperatorInfo* downstream, SExprInfo* pExprInfo, int32_t numOfCols, SSDataBlock* pResultBlock, SArray* pGroupColList, SNode* pCondition, SExprInfo* pScalarExprInfo, int32_t numOfScalarExpr, SExecTaskInfo* pTaskInfo) { SGroupbyOperatorInfo* pInfo = taosMemoryCalloc(1, sizeof(SGroupbyOperatorInfo)); SOperatorInfo* pOperator = taosMemoryCalloc(1, sizeof(SOperatorInfo)); if (pInfo == NULL || pOperator == NULL) { goto _error; } pInfo->pGroupCols = pGroupColList; pInfo->pCondition = pCondition; pInfo->pScalarExprInfo = pScalarExprInfo; pInfo->numOfScalarExpr = numOfScalarExpr; pInfo->pScalarFuncCtx = createSqlFunctionCtx(pScalarExprInfo, numOfScalarExpr, &pInfo->rowCellInfoOffset); int32_t code = initGroupOptrInfo(&pInfo->pGroupColVals, &pInfo->groupKeyLen, &pInfo->keyBuf, pGroupColList); if (code != TSDB_CODE_SUCCESS) { goto _error; } initResultSizeInfo(pOperator, 4096); initAggInfo(&pInfo->binfo, &pInfo->aggSup, pExprInfo, numOfCols, pResultBlock, pInfo->groupKeyLen, pTaskInfo->id.str); initResultRowInfo(&pInfo->binfo.resultRowInfo, 8); pOperator->name = "GroupbyAggOperator"; pOperator->blocking = true; pOperator->status = OP_NOT_OPENED; // pOperator->operatorType = OP_Groupby; pOperator->pExpr = pExprInfo; pOperator->numOfExprs = numOfCols; pOperator->info = pInfo; pOperator->pTaskInfo = pTaskInfo; pOperator->fpSet = createOperatorFpSet(operatorDummyOpenFn, hashGroupbyAggregate, NULL, NULL, destroyGroupOperatorInfo, aggEncodeResultRow, aggDecodeResultRow, NULL); code = appendDownstream(pOperator, &downstream, 1); return pOperator; _error: pTaskInfo->code = TSDB_CODE_OUT_OF_MEMORY; taosMemoryFreeClear(pInfo); taosMemoryFreeClear(pOperator); return NULL; } static void doHashPartition(SOperatorInfo* pOperator, SSDataBlock* pBlock) { // SExecTaskInfo* pTaskInfo = pOperator->pTaskInfo; SPartitionOperatorInfo* pInfo = pOperator->info; int32_t numOfGroupCols = taosArrayGetSize(pInfo->pGroupCols); for (int32_t j = 0; j < pBlock->info.rows; ++j) { recordNewGroupKeys(pInfo->pGroupCols, pInfo->pGroupColVals, pBlock, j, numOfGroupCols); int32_t len = buildGroupKeys(pInfo->keyBuf, pInfo->pGroupColVals); SDataGroupInfo* pGInfo = NULL; void *pPage = getCurrentDataGroupInfo(pInfo, &pGInfo, len); pGInfo->numOfRows += 1; if (pGInfo->groupId == 0) { pGInfo->groupId = calcGroupId(pInfo->keyBuf, len); } // number of rows int32_t* rows = (int32_t*) pPage; // group id size_t numOfCols = pOperator->numOfExprs; for(int32_t i = 0; i < numOfCols; ++i) { SExprInfo* pExpr = &pOperator->pExpr[i]; int32_t slotId = pExpr->base.pParam[0].pCol->slotId; SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, slotId); int32_t bytes = pColInfoData->info.bytes; int32_t startOffset = pInfo->columnOffset[i]; int32_t* columnLen = NULL; int32_t contentLen = 0; if (IS_VAR_DATA_TYPE(pColInfoData->info.type)) { int32_t* offset = (int32_t*)((char*)pPage + startOffset); columnLen = (int32_t*) ((char*)pPage + startOffset + sizeof(int32_t) * pInfo->rowCapacity); char* data = (char*)((char*) columnLen + sizeof(int32_t)); if (colDataIsNull_s(pColInfoData, j)) { offset[(*rows)] = -1; contentLen = 0; } else { offset[*rows] = (*columnLen); char* src = colDataGetData(pColInfoData, j); memcpy(data + (*columnLen), src, varDataTLen(src)); int32_t v = (data + (*columnLen) + varDataTLen(src) - (char*)pPage); ASSERT(v > 0); contentLen = varDataTLen(src); } } else { char* bitmap = (char*)pPage + startOffset; columnLen = (int32_t*) ((char*)pPage + startOffset + BitmapLen(pInfo->rowCapacity)); char* data = (char*) columnLen + sizeof(int32_t); bool isNull = colDataIsNull_f(pColInfoData->nullbitmap, j); if (isNull) { colDataSetNull_f(bitmap, (*rows)); } else { memcpy(data + (*columnLen), colDataGetData(pColInfoData, j), bytes); } contentLen = bytes; } (*columnLen) += contentLen; ASSERT(*columnLen >= 0); } (*rows) += 1; setBufPageDirty(pPage, true); releaseBufPage(pInfo->pBuf, pPage); } } void* getCurrentDataGroupInfo(const SPartitionOperatorInfo* pInfo, SDataGroupInfo** pGroupInfo, int32_t len) { SDataGroupInfo* p = taosHashGet(pInfo->pGroupSet, pInfo->keyBuf, len); void* pPage = NULL; if (p == NULL) { // it is a new group SDataGroupInfo gi = {0}; gi.pPageList = taosArrayInit(100, sizeof(int32_t)); taosHashPut(pInfo->pGroupSet, pInfo->keyBuf, len, &gi, sizeof(SDataGroupInfo)); p = taosHashGet(pInfo->pGroupSet, pInfo->keyBuf, len); int32_t pageId = 0; pPage = getNewBufPage(pInfo->pBuf, 0, &pageId); taosArrayPush(p->pPageList, &pageId); *(int32_t *) pPage = 0; } else { int32_t* curId = taosArrayGetLast(p->pPageList); pPage = getBufPage(pInfo->pBuf, *curId); int32_t *rows = (int32_t*) pPage; if (*rows >= pInfo->rowCapacity) { // release buffer releaseBufPage(pInfo->pBuf, pPage); // add a new page for current group int32_t pageId = 0; pPage = getNewBufPage(pInfo->pBuf, 0, &pageId); taosArrayPush(p->pPageList, &pageId); memset(pPage, 0, getBufPageSize(pInfo->pBuf)); } } *pGroupInfo = p; return pPage; } uint64_t calcGroupId(char* pData, int32_t len) { T_MD5_CTX context; tMD5Init(&context); tMD5Update(&context, (uint8_t*)pData, len); tMD5Final(&context); // NOTE: only extract the initial 8 bytes of the final MD5 digest uint64_t id = 0; memcpy(&id, context.digest, sizeof(uint64_t)); return id; } int32_t* setupColumnOffset(const SSDataBlock* pBlock, int32_t rowCapacity) { size_t numOfCols = pBlock->info.numOfCols; int32_t* offset = taosMemoryCalloc(pBlock->info.numOfCols, sizeof(int32_t)); offset[0] = sizeof(int32_t) + sizeof(uint64_t); // the number of rows in current page, ref to SSDataBlock paged serialization format for(int32_t i = 0; i < numOfCols - 1; ++i) { SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, i); int32_t bytes = pColInfoData->info.bytes; int32_t payloadLen = bytes * rowCapacity; if (IS_VAR_DATA_TYPE(pColInfoData->info.type)) { // offset segment + content length + payload offset[i + 1] = rowCapacity * sizeof(int32_t) + sizeof(int32_t) + payloadLen + offset[i]; } else { // bitmap + content length + payload offset[i + 1] = BitmapLen(rowCapacity) + sizeof(int32_t) + payloadLen + offset[i]; } } return offset; } static SSDataBlock* buildPartitionResult(SOperatorInfo* pOperator) { SPartitionOperatorInfo* pInfo = pOperator->info; SDataGroupInfo* pGroupInfo = pInfo->pGroupIter; if (pInfo->pGroupIter == NULL || pInfo->pageIndex >= taosArrayGetSize(pGroupInfo->pPageList)) { // try next group data pInfo->pGroupIter = taosHashIterate(pInfo->pGroupSet, pInfo->pGroupIter); if (pInfo->pGroupIter == NULL) { doSetOperatorCompleted(pOperator); return NULL; } pGroupInfo = pInfo->pGroupIter; pInfo->pageIndex = 0; } int32_t* pageId = taosArrayGet(pGroupInfo->pPageList, pInfo->pageIndex); void* page = getBufPage(pInfo->pBuf, *pageId); blockDataFromBuf1(pInfo->binfo.pRes, page, pInfo->rowCapacity); pInfo->pageIndex += 1; releaseBufPage(pInfo->pBuf, page); blockDataUpdateTsWindow(pInfo->binfo.pRes, 0); pInfo->binfo.pRes->info.groupId = pGroupInfo->groupId; pOperator->resultInfo.totalRows += pInfo->binfo.pRes->info.rows; return pInfo->binfo.pRes; } static SSDataBlock* hashPartition(SOperatorInfo* pOperator) { if (pOperator->status == OP_EXEC_DONE) { return NULL; } SGroupbyOperatorInfo* pInfo = pOperator->info; SSDataBlock* pRes = pInfo->binfo.pRes; if (pOperator->status == OP_RES_TO_RETURN) { blockDataCleanup(pRes); return buildPartitionResult(pOperator); } int64_t st = taosGetTimestampUs(); SOperatorInfo* downstream = pOperator->pDownstream[0]; while (1) { SSDataBlock* pBlock = downstream->fpSet.getNextFn(downstream); if (pBlock == NULL) { break; } doHashPartition(pOperator, pBlock); } pOperator->cost.openCost = (taosGetTimestampUs() - st) / 1000.0; pOperator->status = OP_RES_TO_RETURN; blockDataEnsureCapacity(pRes, 4096); return buildPartitionResult(pOperator); } static void destroyPartitionOperatorInfo(void* param, int32_t numOfOutput) { SPartitionOperatorInfo* pInfo = (SPartitionOperatorInfo*)param; doDestroyBasicInfo(&pInfo->binfo, numOfOutput); taosArrayDestroy(pInfo->pGroupCols); taosArrayDestroy(pInfo->pGroupColVals); taosMemoryFree(pInfo->keyBuf); taosMemoryFree(pInfo->columnOffset); } SOperatorInfo* createPartitionOperatorInfo(SOperatorInfo* downstream, SExprInfo* pExprInfo, int32_t numOfCols, SSDataBlock* pResultBlock, SArray* pGroupColList, SExecTaskInfo* pTaskInfo) { SPartitionOperatorInfo* pInfo = taosMemoryCalloc(1, sizeof(SPartitionOperatorInfo)); SOperatorInfo* pOperator = taosMemoryCalloc(1, sizeof(SOperatorInfo)); if (pInfo == NULL || pOperator == NULL) { goto _error; } pInfo->pGroupCols = pGroupColList; _hash_fn_t hashFn = taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY); pInfo->pGroupSet = taosHashInit(100, hashFn, false, HASH_NO_LOCK); if (pInfo->pGroupSet == NULL) { goto _error; } uint32_t defaultPgsz = 0; uint32_t defaultBufsz = 0; getBufferPgSize(pResultBlock->info.rowSize, &defaultPgsz, &defaultBufsz); int32_t code = createDiskbasedBuf(&pInfo->pBuf, defaultPgsz, defaultBufsz, pTaskInfo->id.str, TD_TMP_DIR_PATH); if (code != TSDB_CODE_SUCCESS) { goto _error; } pInfo->rowCapacity = blockDataGetCapacityInRow(pResultBlock, getBufPageSize(pInfo->pBuf)); pInfo->columnOffset = setupColumnOffset(pResultBlock, pInfo->rowCapacity); code = initGroupOptrInfo(&pInfo->pGroupColVals, &pInfo->groupKeyLen, &pInfo->keyBuf, pGroupColList); if (code != TSDB_CODE_SUCCESS) { goto _error; } pOperator->name = "PartitionOperator"; pOperator->blocking = true; pOperator->status = OP_NOT_OPENED; pOperator->operatorType = QUERY_NODE_PHYSICAL_PLAN_PARTITION; pInfo->binfo.pRes = pResultBlock; pOperator->numOfExprs = numOfCols; pOperator->pExpr = pExprInfo; pOperator->info = pInfo; pOperator->pTaskInfo = pTaskInfo; pOperator->fpSet = createOperatorFpSet(operatorDummyOpenFn, hashPartition, NULL, NULL, destroyPartitionOperatorInfo, NULL, NULL, NULL); code = appendDownstream(pOperator, &downstream, 1); return pOperator; _error: pTaskInfo->code = TSDB_CODE_OUT_OF_MEMORY; taosMemoryFreeClear(pInfo); taosMemoryFreeClear(pOperator); return NULL; }