/* * 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 . */ #define _DEFAULT_SOURCE #include "tdatablock.h" #include "tcompare.h" #include "tglobal.h" #include "tlog.h" int32_t taosGetFqdnPortFromEp(const char* ep, SEp* pEp) { pEp->port = 0; strcpy(pEp->fqdn, ep); char* temp = strchr(pEp->fqdn, ':'); if (temp) { *temp = 0; pEp->port = atoi(temp + 1); } if (pEp->port == 0) { pEp->port = tsServerPort; return -1; } return 0; } void addEpIntoEpSet(SEpSet* pEpSet, const char* fqdn, uint16_t port) { if (pEpSet == NULL || fqdn == NULL || strlen(fqdn) == 0) { return; } int32_t index = pEpSet->numOfEps; tstrncpy(pEpSet->eps[index].fqdn, fqdn, tListLen(pEpSet->eps[index].fqdn)); pEpSet->eps[index].port = port; pEpSet->numOfEps += 1; } bool isEpsetEqual(const SEpSet* s1, const SEpSet* s2) { if (s1->numOfEps != s2->numOfEps || s1->inUse != s2->inUse) { return false; } for (int32_t i = 0; i < s1->numOfEps; i++) { if (s1->eps[i].port != s2->eps[i].port || strncmp(s1->eps[i].fqdn, s2->eps[i].fqdn, TSDB_FQDN_LEN) != 0) return false; } return true; } void updateEpSet_s(SCorEpSet* pEpSet, SEpSet* pNewEpSet) { taosCorBeginWrite(&pEpSet->version); pEpSet->epSet = *pNewEpSet; taosCorEndWrite(&pEpSet->version); } SEpSet getEpSet_s(SCorEpSet* pEpSet) { SEpSet ep = {0}; taosCorBeginRead(&pEpSet->version); ep = pEpSet->epSet; taosCorEndRead(&pEpSet->version); return ep; } int32_t colDataGetLength(const SColumnInfoData* pColumnInfoData, int32_t numOfRows) { ASSERT(pColumnInfoData != NULL); if (IS_VAR_DATA_TYPE(pColumnInfoData->info.type)) { return pColumnInfoData->varmeta.length; } else { return pColumnInfoData->info.bytes * numOfRows; } } int32_t colDataGetFullLength(const SColumnInfoData* pColumnInfoData, int32_t numOfRows) { if (IS_VAR_DATA_TYPE(pColumnInfoData->info.type)) { return pColumnInfoData->varmeta.length + sizeof(int32_t) * numOfRows; } else { return pColumnInfoData->info.bytes * numOfRows + BitmapLen(numOfRows); } } void colDataTrim(SColumnInfoData* pColumnInfoData) { // TODO } int32_t colDataAppend(SColumnInfoData* pColumnInfoData, uint32_t currentRow, const char* pData, bool isNull) { ASSERT(pColumnInfoData != NULL); if (isNull) { // There is a placehold for each NULL value of binary or nchar type. if (IS_VAR_DATA_TYPE(pColumnInfoData->info.type)) { pColumnInfoData->varmeta.offset[currentRow] = -1; // it is a null value of VAR type. } else { colDataSetNull_f(pColumnInfoData->nullbitmap, currentRow); } pColumnInfoData->hasNull = true; return 0; } int32_t type = pColumnInfoData->info.type; if (IS_VAR_DATA_TYPE(type)) { SVarColAttr* pAttr = &pColumnInfoData->varmeta; if (pAttr->allocLen < pAttr->length + varDataTLen(pData)) { uint32_t newSize = pAttr->allocLen; if (newSize == 0) { newSize = 8; } while (newSize < pAttr->length + varDataTLen(pData)) { newSize = newSize * 1.5; } char* buf = taosMemoryRealloc(pColumnInfoData->pData, newSize); if (buf == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } pColumnInfoData->pData = buf; pAttr->allocLen = newSize; } uint32_t len = pColumnInfoData->varmeta.length; pColumnInfoData->varmeta.offset[currentRow] = len; memcpy(pColumnInfoData->pData + len, pData, varDataTLen(pData)); pColumnInfoData->varmeta.length += varDataTLen(pData); } else { memcpy(pColumnInfoData->pData + pColumnInfoData->info.bytes * currentRow, pData, pColumnInfoData->info.bytes); } return 0; } static void doBitmapMerge(SColumnInfoData* pColumnInfoData, int32_t numOfRow1, const SColumnInfoData* pSource, int32_t numOfRow2) { if (numOfRow2 <= 0) return; uint32_t total = numOfRow1 + numOfRow2; if (BitmapLen(numOfRow1) < BitmapLen(total)) { char* tmp = taosMemoryRealloc(pColumnInfoData->nullbitmap, BitmapLen(total)); uint32_t extend = BitmapLen(total) - BitmapLen(numOfRow1); memset(tmp + BitmapLen(numOfRow1), 0, extend); pColumnInfoData->nullbitmap = tmp; } uint32_t remindBits = BitPos(numOfRow1); uint32_t shiftBits = 8 - remindBits; if (remindBits == 0) { // no need to shift bits of bitmap memcpy(pColumnInfoData->nullbitmap + BitmapLen(numOfRow1), pSource->nullbitmap, BitmapLen(numOfRow2)); return; } uint8_t* p = (uint8_t*)pSource->nullbitmap; pColumnInfoData->nullbitmap[BitmapLen(numOfRow1) - 1] |= (p[0] >> remindBits); // copy remind bits if (BitmapLen(numOfRow1) == BitmapLen(total)) { return; } int32_t len = BitmapLen(numOfRow2); int32_t i = 0; uint8_t* start = (uint8_t*)&pColumnInfoData->nullbitmap[BitmapLen(numOfRow1)]; int32_t overCount = BitmapLen(total) - BitmapLen(numOfRow1); while (i < len) { // size limit of pSource->nullbitmap if (i >= 1) { start[i - 1] |= (p[i] >> remindBits); //copy remind bits } if (i >= overCount) { // size limit of pColumnInfoData->nullbitmap return; } start[i] |= (p[i] << shiftBits); //copy shift bits i += 1; } } int32_t colDataMergeCol(SColumnInfoData* pColumnInfoData, uint32_t numOfRow1, const SColumnInfoData* pSource, uint32_t numOfRow2) { ASSERT(pColumnInfoData != NULL && pSource != NULL && pColumnInfoData->info.type == pSource->info.type); if (numOfRow2 == 0) { return numOfRow1; } if (pSource->hasNull) { pColumnInfoData->hasNull = pSource->hasNull; } if (IS_VAR_DATA_TYPE(pColumnInfoData->info.type)) { // Handle the bitmap char* p = taosMemoryRealloc(pColumnInfoData->varmeta.offset, sizeof(int32_t) * (numOfRow1 + numOfRow2)); if (p == NULL) { // TODO } pColumnInfoData->varmeta.offset = (int32_t*)p; for (int32_t i = 0; i < numOfRow2; ++i) { pColumnInfoData->varmeta.offset[i + numOfRow1] = pSource->varmeta.offset[i] + pColumnInfoData->varmeta.length; } // copy data uint32_t len = pSource->varmeta.length; uint32_t oldLen = pColumnInfoData->varmeta.length; if (pColumnInfoData->varmeta.allocLen < len + oldLen) { char* tmp = taosMemoryRealloc(pColumnInfoData->pData, len + oldLen); if (tmp == NULL) { return TSDB_CODE_VND_OUT_OF_MEMORY; } pColumnInfoData->pData = tmp; pColumnInfoData->varmeta.allocLen = len + oldLen; } memcpy(pColumnInfoData->pData + oldLen, pSource->pData, len); pColumnInfoData->varmeta.length = len + oldLen; } else { doBitmapMerge(pColumnInfoData, numOfRow1, pSource, numOfRow2); int32_t newSize = (numOfRow1 + numOfRow2) * pColumnInfoData->info.bytes; char* tmp = taosMemoryRealloc(pColumnInfoData->pData, newSize); if (tmp == NULL) { return TSDB_CODE_VND_OUT_OF_MEMORY; } pColumnInfoData->pData = tmp; int32_t offset = pColumnInfoData->info.bytes * numOfRow1; memcpy(pColumnInfoData->pData + offset, pSource->pData, pSource->info.bytes * numOfRow2); } return numOfRow1 + numOfRow2; } int32_t colDataAssign(SColumnInfoData* pColumnInfoData, const SColumnInfoData* pSource, int32_t numOfRows) { ASSERT(pColumnInfoData != NULL && pSource != NULL && pColumnInfoData->info.type == pSource->info.type); if (numOfRows == 0) { return numOfRows; } if (IS_VAR_DATA_TYPE(pColumnInfoData->info.type)) { // Handle the bitmap char* p = taosMemoryRealloc(pColumnInfoData->varmeta.offset, sizeof(int32_t) * numOfRows); if (p == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } pColumnInfoData->varmeta.offset = (int32_t*)p; memcpy(pColumnInfoData->varmeta.offset, pSource->varmeta.offset, sizeof(int32_t) * numOfRows); if (pColumnInfoData->varmeta.allocLen < pSource->varmeta.length) { char* tmp = taosMemoryRealloc(pColumnInfoData->pData, pSource->varmeta.length); if (tmp == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } pColumnInfoData->pData = tmp; pColumnInfoData->varmeta.allocLen = pSource->varmeta.length; } memcpy(pColumnInfoData->pData, pSource->pData, pSource->varmeta.length); pColumnInfoData->varmeta.length = pSource->varmeta.length; } else { char* tmp = taosMemoryRealloc(pColumnInfoData->nullbitmap, BitmapLen(numOfRows)); if (tmp == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } pColumnInfoData->nullbitmap = tmp; memcpy(pColumnInfoData->nullbitmap, pSource->nullbitmap, BitmapLen(numOfRows)); int32_t newSize = numOfRows * pColumnInfoData->info.bytes; tmp = taosMemoryRealloc(pColumnInfoData->pData, newSize); if (tmp == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } pColumnInfoData->pData = tmp; memcpy(pColumnInfoData->pData, pSource->pData, pSource->info.bytes * numOfRows); } return 0; } size_t blockDataGetNumOfCols(const SSDataBlock* pBlock) { ASSERT(pBlock && pBlock->info.numOfCols == taosArrayGetSize(pBlock->pDataBlock)); return pBlock->info.numOfCols; } size_t blockDataGetNumOfRows(const SSDataBlock* pBlock) { return pBlock->info.rows; } int32_t blockDataUpdateTsWindow(SSDataBlock* pDataBlock) { if (pDataBlock == NULL || pDataBlock->info.rows <= 0) { return 0; } if (pDataBlock->info.numOfCols <= 0) { return -1; } SColumnInfoData* pColInfoData = taosArrayGet(pDataBlock->pDataBlock, 0); if (pColInfoData->info.type != TSDB_DATA_TYPE_TIMESTAMP) { return 0; } pDataBlock->info.window.skey = *(TSKEY*)colDataGetData(pColInfoData, 0); pDataBlock->info.window.ekey = *(TSKEY*)colDataGetData(pColInfoData, (pDataBlock->info.rows - 1)); return 0; } // if pIndexMap = NULL, merger one column by on column int32_t blockDataMerge(SSDataBlock* pDest, const SSDataBlock* pSrc, SArray* pIndexMap) { assert(pSrc != NULL && pDest != NULL); int32_t numOfCols = pDest->info.numOfCols; for (int32_t i = 0; i < numOfCols; ++i) { int32_t mapIndex = i; if(pIndexMap) { mapIndex = *(int32_t*)taosArrayGet(pIndexMap, i); } SColumnInfoData* pCol2 = taosArrayGet(pDest->pDataBlock, i); SColumnInfoData* pCol1 = taosArrayGet(pSrc->pDataBlock, mapIndex); uint32_t oldLen = colDataGetLength(pCol2, pDest->info.rows); uint32_t newLen = colDataGetLength(pCol1, pSrc->info.rows); int32_t newSize = oldLen + newLen; char* tmp = taosMemoryRealloc(pCol2->pData, newSize); if (tmp != NULL) { pCol2->pData = tmp; colDataMergeCol(pCol2, pDest->info.rows, pCol1, pSrc->info.rows); } else { return TSDB_CODE_VND_OUT_OF_MEMORY; } } pDest->info.rows += pSrc->info.rows; return TSDB_CODE_SUCCESS; } size_t blockDataGetSize(const SSDataBlock* pBlock) { assert(pBlock != NULL); size_t total = 0; int32_t numOfCols = pBlock->info.numOfCols; for (int32_t i = 0; i < numOfCols; ++i) { SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, i); total += colDataGetFullLength(pColInfoData, pBlock->info.rows); } return total; } // the number of tuples can be fit in one page. // Actual data rows pluses the corresponding meta data must fit in one memory buffer of the given page size. int32_t blockDataSplitRows(SSDataBlock* pBlock, bool hasVarCol, int32_t startIndex, int32_t* stopIndex, int32_t pageSize) { ASSERT(pBlock != NULL && stopIndex != NULL); int32_t numOfCols = pBlock->info.numOfCols; int32_t numOfRows = pBlock->info.rows; int32_t bitmapChar = 1; size_t headerSize = sizeof(int32_t); size_t colHeaderSize = sizeof(int32_t) * numOfCols; size_t payloadSize = pageSize - (headerSize + colHeaderSize); // TODO speedup by checking if the whole page can fit in firstly. if (!hasVarCol) { size_t rowSize = blockDataGetRowSize(pBlock); int32_t capacity = payloadSize / (rowSize + numOfCols * bitmapChar / 8.0); ASSERT(capacity > 0); *stopIndex = startIndex + capacity - 1; if (*stopIndex >= numOfRows) { *stopIndex = numOfRows - 1; } return TSDB_CODE_SUCCESS; } // iterate the rows that can be fit in this buffer page int32_t size = (headerSize + colHeaderSize); for (int32_t j = startIndex; j < numOfRows; ++j) { for (int32_t i = 0; i < numOfCols; ++i) { SColumnInfoData* pColInfoData = TARRAY_GET_ELEM(pBlock->pDataBlock, i); if (IS_VAR_DATA_TYPE(pColInfoData->info.type)) { if (pColInfoData->varmeta.offset[j] != -1) { char* p = colDataGetData(pColInfoData, j); size += varDataTLen(p); } size += sizeof(pColInfoData->varmeta.offset[0]); } else { size += pColInfoData->info.bytes; if (((j - startIndex) & 0x07) == 0) { size += 1; // the space for null bitmap } } } if (size > pageSize) { // pageSize must be able to hold one row *stopIndex = j - 1; ASSERT(*stopIndex >= startIndex); return TSDB_CODE_SUCCESS; } } // all fit in *stopIndex = numOfRows - 1; return TSDB_CODE_SUCCESS; } SSDataBlock* blockDataExtractBlock(SSDataBlock* pBlock, int32_t startIndex, int32_t rowCount) { if (pBlock == NULL || startIndex < 0 || rowCount > pBlock->info.rows || rowCount + startIndex > pBlock->info.rows) { return NULL; } SSDataBlock* pDst = taosMemoryCalloc(1, sizeof(SSDataBlock)); if (pDst == NULL) { return NULL; } pDst->info = pBlock->info; pDst->info.rows = 0; pDst->pDataBlock = taosArrayInit(pBlock->info.numOfCols, sizeof(SColumnInfoData)); for (int32_t i = 0; i < pBlock->info.numOfCols; ++i) { SColumnInfoData colInfo = {0}; SColumnInfoData* pSrcCol = taosArrayGet(pBlock->pDataBlock, i); colInfo.info = pSrcCol->info; if (IS_VAR_DATA_TYPE(pSrcCol->info.type)) { SVarColAttr* pAttr = &colInfo.varmeta; pAttr->offset = taosMemoryCalloc(rowCount, sizeof(int32_t)); } else { colInfo.nullbitmap = taosMemoryCalloc(1, BitmapLen(rowCount)); colInfo.pData = taosMemoryCalloc(rowCount, colInfo.info.bytes); } taosArrayPush(pDst->pDataBlock, &colInfo); } for (int32_t i = 0; i < pBlock->info.numOfCols; ++i) { SColumnInfoData* pColData = taosArrayGet(pBlock->pDataBlock, i); SColumnInfoData* pDstCol = taosArrayGet(pDst->pDataBlock, i); for (int32_t j = startIndex; j < (startIndex + rowCount); ++j) { bool isNull = colDataIsNull(pColData, pBlock->info.rows, j, pBlock->pBlockAgg); char* p = colDataGetData(pColData, j); colDataAppend(pDstCol, j - startIndex, p, isNull); } } pDst->info.rows = rowCount; return pDst; } /** * * +------------------+---------------------------------------------+ * |the number of rows| column #1 | * | (4 bytes) |------------+-----------------------+--------+ * | | null bitmap| column length(4bytes) | values | * +------------------+------------+-----------------------+--------+ * @param buf * @param pBlock * @return */ int32_t blockDataToBuf(char* buf, const SSDataBlock* pBlock) { ASSERT(pBlock != NULL); // write the number of rows *(uint32_t*)buf = pBlock->info.rows; int32_t numOfCols = pBlock->info.numOfCols; int32_t numOfRows = pBlock->info.rows; char* pStart = buf + sizeof(uint32_t); for (int32_t i = 0; i < numOfCols; ++i) { SColumnInfoData* pCol = taosArrayGet(pBlock->pDataBlock, i); if (IS_VAR_DATA_TYPE(pCol->info.type)) { memcpy(pStart, pCol->varmeta.offset, numOfRows * sizeof(int32_t)); pStart += numOfRows * sizeof(int32_t); } else { memcpy(pStart, pCol->nullbitmap, BitmapLen(numOfRows)); pStart += BitmapLen(pBlock->info.rows); } uint32_t dataSize = colDataGetLength(pCol, numOfRows); *(int32_t*)pStart = dataSize; pStart += sizeof(int32_t); memcpy(pStart, pCol->pData, dataSize); pStart += dataSize; } return 0; } int32_t blockDataFromBuf(SSDataBlock* pBlock, const char* buf) { pBlock->info.rows = *(int32_t*)buf; int32_t numOfCols = pBlock->info.numOfCols; const char* pStart = buf + sizeof(uint32_t); for (int32_t i = 0; i < numOfCols; ++i) { SColumnInfoData* pCol = taosArrayGet(pBlock->pDataBlock, i); if (IS_VAR_DATA_TYPE(pCol->info.type)) { size_t metaSize = pBlock->info.rows * sizeof(int32_t); char* tmp = taosMemoryRealloc(pCol->varmeta.offset, metaSize); // preview calloc is too small if (tmp == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } pCol->varmeta.offset = (int32_t*)tmp; memcpy(pCol->varmeta.offset, pStart, metaSize); pStart += metaSize; } else { memcpy(pCol->nullbitmap, pStart, BitmapLen(pBlock->info.rows)); pStart += BitmapLen(pBlock->info.rows); } int32_t colLength = *(int32_t*)pStart; pStart += sizeof(int32_t); if (IS_VAR_DATA_TYPE(pCol->info.type)) { if (pCol->varmeta.allocLen < colLength) { char* tmp = taosMemoryRealloc(pCol->pData, colLength); if (tmp == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } pCol->pData = tmp; pCol->varmeta.allocLen = colLength; } pCol->varmeta.length = colLength; ASSERT(pCol->varmeta.length <= pCol->varmeta.allocLen); } memcpy(pCol->pData, pStart, colLength); pStart += colLength; } return TSDB_CODE_SUCCESS; } int32_t blockDataFromBuf1(SSDataBlock* pBlock, const char* buf, size_t capacity) { pBlock->info.rows = *(int32_t*)buf; int32_t numOfCols = pBlock->info.numOfCols; const char* pStart = buf + sizeof(uint32_t); for (int32_t i = 0; i < numOfCols; ++i) { SColumnInfoData* pCol = taosArrayGet(pBlock->pDataBlock, i); if (IS_VAR_DATA_TYPE(pCol->info.type)) { size_t metaSize = capacity * sizeof(int32_t); memcpy(pCol->varmeta.offset, pStart, metaSize); pStart += metaSize; } else { memcpy(pCol->nullbitmap, pStart, BitmapLen(capacity)); pStart += BitmapLen(capacity); } int32_t colLength = *(int32_t*)pStart; pStart += sizeof(int32_t); if (IS_VAR_DATA_TYPE(pCol->info.type)) { if (pCol->varmeta.allocLen < colLength) { char* tmp = taosMemoryRealloc(pCol->pData, colLength); if (tmp == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } pCol->pData = tmp; pCol->varmeta.allocLen = colLength; } pCol->varmeta.length = colLength; ASSERT(pCol->varmeta.length <= pCol->varmeta.allocLen); } memcpy(pCol->pData, pStart, colLength); pStart += pCol->info.bytes * capacity; } return TSDB_CODE_SUCCESS; } size_t blockDataGetRowSize(SSDataBlock* pBlock) { ASSERT(pBlock != NULL); if (pBlock->info.rowSize == 0) { size_t rowSize = 0; size_t numOfCols = pBlock->info.numOfCols; for (int32_t i = 0; i < numOfCols; ++i) { SColumnInfoData* pColInfo = taosArrayGet(pBlock->pDataBlock, i); rowSize += pColInfo->info.bytes; } pBlock->info.rowSize = rowSize; } return pBlock->info.rowSize; } /** * @refitem blockDataToBuf for the meta size * * @param pBlock * @return */ size_t blockDataGetSerialMetaSize(const SSDataBlock* pBlock) { return sizeof(int32_t) + pBlock->info.numOfCols * sizeof(int32_t); } double blockDataGetSerialRowSize(const SSDataBlock* pBlock) { ASSERT(pBlock != NULL); double rowSize = 0; size_t numOfCols = pBlock->info.numOfCols; for (int32_t i = 0; i < numOfCols; ++i) { SColumnInfoData* pColInfo = taosArrayGet(pBlock->pDataBlock, i); rowSize += pColInfo->info.bytes; if (IS_VAR_DATA_TYPE(pColInfo->info.type)) { rowSize += sizeof(int32_t); } else { rowSize += 1 / 8.0; // one bit for each record } } return rowSize; } typedef struct SSDataBlockSortHelper { SArray* orderInfo; // SArray SSDataBlock* pDataBlock; } SSDataBlockSortHelper; int32_t dataBlockCompar(const void* p1, const void* p2, const void* param) { const SSDataBlockSortHelper* pHelper = (const SSDataBlockSortHelper*)param; SSDataBlock* pDataBlock = pHelper->pDataBlock; int32_t left = *(int32_t*)p1; int32_t right = *(int32_t*)p2; SArray* pInfo = pHelper->orderInfo; for (int32_t i = 0; i < pInfo->size; ++i) { SBlockOrderInfo* pOrder = TARRAY_GET_ELEM(pInfo, i); SColumnInfoData* pColInfoData = pOrder->pColData; // TARRAY_GET_ELEM(pDataBlock->pDataBlock, pOrder->colIndex); if (pColInfoData->hasNull) { bool leftNull = colDataIsNull(pColInfoData, pDataBlock->info.rows, left, pDataBlock->pBlockAgg); bool rightNull = colDataIsNull(pColInfoData, pDataBlock->info.rows, right, pDataBlock->pBlockAgg); if (leftNull && rightNull) { continue; // continue to next slot } if (rightNull) { return pOrder->nullFirst ? 1 : -1; } if (leftNull) { return pOrder->nullFirst ? -1 : 1; } } void* left1 = colDataGetData(pColInfoData, left); void* right1 = colDataGetData(pColInfoData, right); __compar_fn_t fn = getKeyComparFunc(pColInfoData->info.type, pOrder->order); int ret = fn(left1, right1); if (ret == 0) { continue; } else { return ret; } } return 0; } static int32_t doAssignOneTuple(SColumnInfoData* pDstCols, int32_t numOfRows, const SSDataBlock* pSrcBlock, int32_t tupleIndex) { int32_t code = 0; int32_t numOfCols = pSrcBlock->info.numOfCols; for (int32_t i = 0; i < numOfCols; ++i) { SColumnInfoData* pDst = &pDstCols[i]; SColumnInfoData* pSrc = taosArrayGet(pSrcBlock->pDataBlock, i); if (pSrc->hasNull && colDataIsNull(pSrc, pSrcBlock->info.rows, tupleIndex, pSrcBlock->pBlockAgg)) { code = colDataAppend(pDst, numOfRows, NULL, true); if (code != TSDB_CODE_SUCCESS) { return code; } } else { char* p = colDataGetData(pSrc, tupleIndex); code = colDataAppend(pDst, numOfRows, p, false); if (code != TSDB_CODE_SUCCESS) { return code; } } } return TSDB_CODE_SUCCESS; } static int32_t blockDataAssign(SColumnInfoData* pCols, const SSDataBlock* pDataBlock, int32_t* index) { #if 0 for (int32_t i = 0; i < pDataBlock->info.rows; ++i) { int32_t code = doAssignOneTuple(pCols, i, pDataBlock, index[i]); if (code != TSDB_CODE_SUCCESS) { return code; } } #else for (int32_t i = 0; i < pDataBlock->info.numOfCols; ++i) { SColumnInfoData* pDst = &pCols[i]; SColumnInfoData* pSrc = taosArrayGet(pDataBlock->pDataBlock, i); if (IS_VAR_DATA_TYPE(pSrc->info.type)) { memcpy(pDst->pData, pSrc->pData, pSrc->varmeta.length); pDst->varmeta.length = pSrc->varmeta.length; for (int32_t j = 0; j < pDataBlock->info.rows; ++j) { pDst->varmeta.offset[j] = pSrc->varmeta.offset[index[j]]; } } else { for (int32_t j = 0; j < pDataBlock->info.rows; ++j) { if (colDataIsNull_f(pSrc->nullbitmap, index[j])) { colDataSetNull_f(pDst->nullbitmap, j); continue; } memcpy(pDst->pData + j * pDst->info.bytes, pSrc->pData + index[j] * pDst->info.bytes, pDst->info.bytes); } } } #endif return TSDB_CODE_SUCCESS; } static SColumnInfoData* createHelpColInfoData(const SSDataBlock* pDataBlock) { int32_t rows = pDataBlock->info.rows; int32_t numOfCols = pDataBlock->info.numOfCols; SColumnInfoData* pCols = taosMemoryCalloc(numOfCols, sizeof(SColumnInfoData)); if (pCols == NULL) { return NULL; } for (int32_t i = 0; i < numOfCols; ++i) { SColumnInfoData* pColInfoData = taosArrayGet(pDataBlock->pDataBlock, i); pCols[i].info = pColInfoData->info; if (IS_VAR_DATA_TYPE(pCols[i].info.type)) { pCols[i].varmeta.offset = taosMemoryCalloc(rows, sizeof(int32_t)); pCols[i].pData = taosMemoryCalloc(1, pColInfoData->varmeta.length); pCols[i].varmeta.length = pColInfoData->varmeta.length; pCols[i].varmeta.allocLen = pCols[i].varmeta.length; } else { pCols[i].nullbitmap = taosMemoryCalloc(1, BitmapLen(rows)); pCols[i].pData = taosMemoryCalloc(rows, pCols[i].info.bytes); } } return pCols; } static void copyBackToBlock(SSDataBlock* pDataBlock, SColumnInfoData* pCols) { int32_t numOfCols = pDataBlock->info.numOfCols; for (int32_t i = 0; i < numOfCols; ++i) { SColumnInfoData* pColInfoData = taosArrayGet(pDataBlock->pDataBlock, i); pColInfoData->info = pCols[i].info; if (IS_VAR_DATA_TYPE(pColInfoData->info.type)) { taosMemoryFreeClear(pColInfoData->varmeta.offset); pColInfoData->varmeta = pCols[i].varmeta; } else { taosMemoryFreeClear(pColInfoData->nullbitmap); pColInfoData->nullbitmap = pCols[i].nullbitmap; } taosMemoryFreeClear(pColInfoData->pData); pColInfoData->pData = pCols[i].pData; } taosMemoryFreeClear(pCols); } static int32_t* createTupleIndex(size_t rows) { int32_t* index = taosMemoryCalloc(rows, sizeof(int32_t)); if (index == NULL) { return NULL; } for (int32_t i = 0; i < rows; ++i) { index[i] = i; } return index; } static void destroyTupleIndex(int32_t* index) { taosMemoryFreeClear(index); } int32_t blockDataSort(SSDataBlock* pDataBlock, SArray* pOrderInfo) { ASSERT(pDataBlock != NULL && pOrderInfo != NULL); if (pDataBlock->info.rows <= 1) { return TSDB_CODE_SUCCESS; } // Allocate the additional buffer. uint32_t rows = pDataBlock->info.rows; bool sortColumnHasNull = false; bool varTypeSort = false; for (int32_t i = 0; i < taosArrayGetSize(pOrderInfo); ++i) { SBlockOrderInfo* pInfo = taosArrayGet(pOrderInfo, i); SColumnInfoData* pColInfoData = taosArrayGet(pDataBlock->pDataBlock, pInfo->slotId); if (pColInfoData->hasNull) { sortColumnHasNull = true; } if (IS_VAR_DATA_TYPE(pColInfoData->info.type)) { varTypeSort = true; } } if (taosArrayGetSize(pOrderInfo) == 1 && (!sortColumnHasNull)) { if (pDataBlock->info.numOfCols == 1) { if (!varTypeSort) { SColumnInfoData* pColInfoData = taosArrayGet(pDataBlock->pDataBlock, 0); SBlockOrderInfo* pOrder = taosArrayGet(pOrderInfo, 0); int64_t p0 = taosGetTimestampUs(); __compar_fn_t fn = getKeyComparFunc(pColInfoData->info.type, pOrder->order); qsort(pColInfoData->pData, pDataBlock->info.rows, pColInfoData->info.bytes, fn); int64_t p1 = taosGetTimestampUs(); uDebug("blockDataSort easy cost:%" PRId64 ", rows:%d\n", p1 - p0, pDataBlock->info.rows); return TSDB_CODE_SUCCESS; } else { // var data type } } else if (pDataBlock->info.numOfCols == 2) { } } int32_t* index = createTupleIndex(rows); if (index == NULL) { terrno = TSDB_CODE_OUT_OF_MEMORY; return terrno; } int64_t p0 = taosGetTimestampUs(); SSDataBlockSortHelper helper = {.pDataBlock = pDataBlock, .orderInfo = pOrderInfo}; for (int32_t i = 0; i < taosArrayGetSize(helper.orderInfo); ++i) { struct SBlockOrderInfo* pInfo = taosArrayGet(helper.orderInfo, i); pInfo->pColData = taosArrayGet(pDataBlock->pDataBlock, pInfo->slotId); } taosqsort(index, rows, sizeof(int32_t), &helper, dataBlockCompar); int64_t p1 = taosGetTimestampUs(); SColumnInfoData* pCols = createHelpColInfoData(pDataBlock); if (pCols == NULL) { destroyTupleIndex(index); terrno = TSDB_CODE_OUT_OF_MEMORY; return terrno; } int64_t p2 = taosGetTimestampUs(); blockDataAssign(pCols, pDataBlock, index); int64_t p3 = taosGetTimestampUs(); copyBackToBlock(pDataBlock, pCols); int64_t p4 = taosGetTimestampUs(); uDebug("blockDataSort complex sort:%" PRId64 ", create:%" PRId64 ", assign:%" PRId64 ", copyback:%" PRId64 ", rows:%d\n", p1 - p0, p2 - p1, p3 - p2, p4 - p3, rows); destroyTupleIndex(index); return TSDB_CODE_SUCCESS; } typedef struct SHelper { int32_t index; union { char* pData; int64_t i64; double d64; }; } SHelper; SHelper* createTupleIndex_rv(int32_t numOfRows, SArray* pOrderInfo, SSDataBlock* pBlock) { int32_t sortValLengthPerRow = 0; int32_t numOfCols = taosArrayGetSize(pOrderInfo); for (int32_t i = 0; i < numOfCols; ++i) { SBlockOrderInfo* pInfo = taosArrayGet(pOrderInfo, i); SColumnInfoData* pColInfo = taosArrayGet(pBlock->pDataBlock, pInfo->slotId); pInfo->pColData = pColInfo; sortValLengthPerRow += pColInfo->info.bytes; } size_t len = sortValLengthPerRow * pBlock->info.rows; char* buf = taosMemoryCalloc(1, len); SHelper* phelper = taosMemoryCalloc(numOfRows, sizeof(SHelper)); for (int32_t i = 0; i < numOfRows; ++i) { phelper[i].index = i; phelper[i].pData = buf + sortValLengthPerRow * i; } int32_t offset = 0; for (int32_t i = 0; i < numOfCols; ++i) { SBlockOrderInfo* pInfo = taosArrayGet(pOrderInfo, i); for (int32_t j = 0; j < numOfRows; ++j) { phelper[j].i64 = *(int32_t*)pInfo->pColData->pData + pInfo->pColData->info.bytes * j; // memcpy(phelper[j].pData + offset, pInfo->pColData->pData + pInfo->pColData->info.bytes * j, // pInfo->pColData->info.bytes); } offset += pInfo->pColData->info.bytes; } return phelper; } int32_t dataBlockCompar_rv(const void* p1, const void* p2, const void* param) { const SSDataBlockSortHelper* pHelper = (const SSDataBlockSortHelper*)param; // SSDataBlock* pDataBlock = pHelper->pDataBlock; SHelper* left = (SHelper*)p1; SHelper* right = (SHelper*)p2; SArray* pInfo = pHelper->orderInfo; int32_t offset = 0; // for(int32_t i = 0; i < pInfo->size; ++i) { // SBlockOrderInfo* pOrder = TARRAY_GET_ELEM(pInfo, 0); // SColumnInfoData* pColInfoData = pOrder->pColData;//TARRAY_GET_ELEM(pDataBlock->pDataBlock, pOrder->colIndex); // if (pColInfoData->hasNull) { // bool leftNull = colDataIsNull(pColInfoData, pDataBlock->info.rows, left, pDataBlock->pBlockAgg); // bool rightNull = colDataIsNull(pColInfoData, pDataBlock->info.rows, right, pDataBlock->pBlockAgg); // if (leftNull && rightNull) { // continue; // continue to next slot // } // // if (rightNull) { // return pHelper->nullFirst? 1:-1; // } // // if (leftNull) { // return pHelper->nullFirst? -1:1; // } // } // void* left1 = colDataGetData(pColInfoData, left); // void* right1 = colDataGetData(pColInfoData, right); // switch(pColInfoData->info.type) { // case TSDB_DATA_TYPE_INT: { int32_t leftx = *(int32_t*)left->pData; //*(int32_t*)(left->pData + offset); int32_t rightx = *(int32_t*)right->pData; //*(int32_t*)(right->pData + offset); // offset += pColInfoData->info.bytes; if (leftx == rightx) { // break; return 0; } else { // if (pOrder->order == TSDB_ORDER_ASC) { return (leftx < rightx) ? -1 : 1; // } else { // return (leftx < rightx)? 1:-1; // } } // } // default: // assert(0); // } // } return 0; } int32_t varColSort(SColumnInfoData* pColumnInfoData, SBlockOrderInfo* pOrder) { return 0; } int32_t blockDataSort_rv(SSDataBlock* pDataBlock, SArray* pOrderInfo, bool nullFirst) { // Allocate the additional buffer. int64_t p0 = taosGetTimestampUs(); SSDataBlockSortHelper helper = {.pDataBlock = pDataBlock, .orderInfo = pOrderInfo}; uint32_t rows = pDataBlock->info.rows; SHelper* index = createTupleIndex_rv(rows, helper.orderInfo, pDataBlock); if (index == NULL) { terrno = TSDB_CODE_OUT_OF_MEMORY; return terrno; } taosqsort(index, rows, sizeof(SHelper), &helper, dataBlockCompar_rv); int64_t p1 = taosGetTimestampUs(); SColumnInfoData* pCols = createHelpColInfoData(pDataBlock); if (pCols == NULL) { terrno = TSDB_CODE_OUT_OF_MEMORY; return terrno; } int64_t p2 = taosGetTimestampUs(); // int32_t code = blockDataAssign(pCols, pDataBlock, index); // if (code != TSDB_CODE_SUCCESS) { // terrno = code; // return code; // } int64_t p3 = taosGetTimestampUs(); copyBackToBlock(pDataBlock, pCols); int64_t p4 = taosGetTimestampUs(); printf("sort:%" PRId64 ", create:%" PRId64 ", assign:%" PRId64 ", copyback:%" PRId64 ", rows:%d\n", p1 - p0, p2 - p1, p3 - p2, p4 - p3, rows); // destroyTupleIndex(index); return 0; } void blockDataCleanup(SSDataBlock* pDataBlock) { pDataBlock->info.rows = 0; for (int32_t i = 0; i < pDataBlock->info.numOfCols; ++i) { SColumnInfoData* p = taosArrayGet(pDataBlock->pDataBlock, i); colInfoDataCleanup(p, pDataBlock->info.capacity); } } int32_t colInfoDataEnsureCapacity(SColumnInfoData* pColumn, uint32_t numOfRows) { if (0 == numOfRows) { return TSDB_CODE_SUCCESS; } if (IS_VAR_DATA_TYPE(pColumn->info.type)) { char* tmp = taosMemoryRealloc(pColumn->varmeta.offset, sizeof(int32_t) * numOfRows); if (tmp == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } pColumn->varmeta.offset = (int32_t*)tmp; memset(pColumn->varmeta.offset, 0, sizeof(int32_t) * numOfRows); pColumn->varmeta.length = 0; pColumn->varmeta.allocLen = 0; taosMemoryFreeClear(pColumn->pData); } else { char* tmp = taosMemoryRealloc(pColumn->nullbitmap, BitmapLen(numOfRows)); if (tmp == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } pColumn->nullbitmap = tmp; memset(pColumn->nullbitmap, 0, BitmapLen(numOfRows)); assert(pColumn->info.bytes); tmp = taosMemoryRealloc(pColumn->pData, numOfRows * pColumn->info.bytes); if (tmp == NULL) { return TSDB_CODE_OUT_OF_MEMORY; } pColumn->pData = tmp; } return TSDB_CODE_SUCCESS; } void colInfoDataCleanup(SColumnInfoData* pColumn, uint32_t numOfRows) { if (IS_VAR_DATA_TYPE(pColumn->info.type)) { pColumn->varmeta.length = 0; } else { memset(pColumn->nullbitmap, 0, BitmapLen(numOfRows)); } } int32_t blockDataEnsureCapacity(SSDataBlock* pDataBlock, uint32_t numOfRows) { int32_t code = 0; if (numOfRows == 0) { return TSDB_CODE_SUCCESS; } pDataBlock->info.capacity = numOfRows; for (int32_t i = 0; i < pDataBlock->info.numOfCols; ++i) { SColumnInfoData* p = taosArrayGet(pDataBlock->pDataBlock, i); code = colInfoDataEnsureCapacity(p, numOfRows); if (code) { return code; } } return TSDB_CODE_SUCCESS; } void* blockDataDestroy(SSDataBlock* pBlock) { if (pBlock == NULL) { return NULL; } blockDestroyInner(pBlock); taosMemoryFreeClear(pBlock); return NULL; } SSDataBlock* createOneDataBlock(const SSDataBlock* pDataBlock, bool copyData) { if(pDataBlock == NULL){ return NULL; } int32_t numOfCols = pDataBlock->info.numOfCols; SSDataBlock* pBlock = taosMemoryCalloc(1, sizeof(SSDataBlock)); pBlock->pDataBlock = taosArrayInit(numOfCols, sizeof(SColumnInfoData)); pBlock->info.numOfCols = numOfCols; pBlock->info.hasVarCol = pDataBlock->info.hasVarCol; pBlock->info.rowSize = pDataBlock->info.rows; for (int32_t i = 0; i < numOfCols; ++i) { SColumnInfoData colInfo = {0}; SColumnInfoData* p = taosArrayGet(pDataBlock->pDataBlock, i); colInfo.info = p->info; taosArrayPush(pBlock->pDataBlock, &colInfo); } if (copyData) { for (int32_t i = 0; i < numOfCols; ++i) { SColumnInfoData* pDst = taosArrayGet(pBlock->pDataBlock, i); SColumnInfoData* pSrc = taosArrayGet(pDataBlock->pDataBlock, i); int32_t code = colInfoDataEnsureCapacity(pDst, pDataBlock->info.rows); if (code != TSDB_CODE_SUCCESS) { return NULL; } colDataAssign(pDst, pSrc, pDataBlock->info.rows); } pBlock->info.rows = pDataBlock->info.rows; pBlock->info.capacity = pDataBlock->info.rows; } return pBlock; } size_t blockDataGetCapacityInRow(const SSDataBlock* pBlock, size_t pageSize) { return (int32_t) ((pageSize - blockDataGetSerialMetaSize(pBlock))/ blockDataGetSerialRowSize(pBlock)); } void colDataDestroy(SColumnInfoData* pColData) { if (IS_VAR_DATA_TYPE(pColData->info.type)) { taosMemoryFree(pColData->varmeta.offset); } else { taosMemoryFree(pColData->nullbitmap); } taosMemoryFree(pColData->pData); } static void doShiftBitmap(char* nullBitmap, size_t n, size_t total) { int32_t len = BitmapLen(total); int32_t newLen = BitmapLen(total - n); if (n%8 == 0) { memmove(nullBitmap, nullBitmap + n/8, newLen); } else { int32_t tail = n % 8; int32_t i = 0; uint8_t* p = (uint8_t*) nullBitmap; while(i < len) { uint8_t v = p[i]; p[i] = 0; p[i] = (v << tail); if (i < len - 1) { uint8_t next = p[i + 1]; p[i] |= (next >> (8 - tail)); } i += 1; } } } static void colDataTrimFirstNRows(SColumnInfoData* pColInfoData, size_t n, size_t total) { if (IS_VAR_DATA_TYPE(pColInfoData->info.type)) { memmove(pColInfoData->varmeta.offset, &pColInfoData->varmeta.offset[n], (total - n)); memset(&pColInfoData->varmeta.offset[total - n - 1], 0, n); } else { int32_t bytes = pColInfoData->info.bytes; memmove(pColInfoData->pData, ((char*)pColInfoData->pData + n * bytes), (total - n) * bytes); doShiftBitmap(pColInfoData->nullbitmap, n, total); } } int32_t blockDataTrimFirstNRows(SSDataBlock *pBlock, size_t n) { if (n == 0) { return TSDB_CODE_SUCCESS; } if (pBlock->info.rows <= n) { blockDataCleanup(pBlock); } else { for(int32_t i = 0; i < pBlock->info.numOfCols; ++i) { SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, i); colDataTrimFirstNRows(pColInfoData, n, pBlock->info.rows); } pBlock->info.rows -= n; } return TSDB_CODE_SUCCESS; } int32_t tEncodeDataBlock(void** buf, const SSDataBlock* pBlock) { int64_t tbUid = pBlock->info.uid; int16_t numOfCols = pBlock->info.numOfCols; int16_t hasVarCol = pBlock->info.hasVarCol; int32_t rows = pBlock->info.rows; int32_t sz = taosArrayGetSize(pBlock->pDataBlock); int32_t tlen = 0; tlen += taosEncodeFixedI64(buf, tbUid); tlen += taosEncodeFixedI16(buf, numOfCols); tlen += taosEncodeFixedI16(buf, hasVarCol); tlen += taosEncodeFixedI32(buf, rows); tlen += taosEncodeFixedI32(buf, sz); for (int32_t i = 0; i < sz; i++) { SColumnInfoData* pColData = (SColumnInfoData*)taosArrayGet(pBlock->pDataBlock, i); tlen += taosEncodeFixedI16(buf, pColData->info.colId); tlen += taosEncodeFixedI16(buf, pColData->info.type); tlen += taosEncodeFixedI32(buf, pColData->info.bytes); if (IS_VAR_DATA_TYPE(pColData->info.type)) { tlen += taosEncodeBinary(buf, pColData->varmeta.offset, sizeof(int32_t) * rows); } else { tlen += taosEncodeBinary(buf, pColData->nullbitmap, BitmapLen(rows)); } int32_t len = colDataGetLength(pColData, rows); tlen += taosEncodeFixedI32(buf, len); tlen += taosEncodeBinary(buf, pColData->pData, len); } return tlen; } void* tDecodeDataBlock(const void* buf, SSDataBlock* pBlock) { int32_t sz; buf = taosDecodeFixedI64(buf, &pBlock->info.uid); buf = taosDecodeFixedI16(buf, &pBlock->info.numOfCols); buf = taosDecodeFixedI16(buf, &pBlock->info.hasVarCol); buf = taosDecodeFixedI32(buf, &pBlock->info.rows); buf = taosDecodeFixedI32(buf, &sz); pBlock->pDataBlock = taosArrayInit(sz, sizeof(SColumnInfoData)); for (int32_t i = 0; i < sz; i++) { SColumnInfoData data = {0}; buf = taosDecodeFixedI16(buf, &data.info.colId); buf = taosDecodeFixedI16(buf, &data.info.type); buf = taosDecodeFixedI32(buf, &data.info.bytes); if (IS_VAR_DATA_TYPE(data.info.type)) { buf = taosDecodeBinary(buf, (void**)&data.varmeta.offset, pBlock->info.rows * sizeof(int32_t)); data.varmeta.length = pBlock->info.rows * sizeof(int32_t); data.varmeta.allocLen = data.varmeta.length; } else { buf = taosDecodeBinary(buf, (void**)&data.nullbitmap, BitmapLen(pBlock->info.rows)); } int32_t len = 0; buf = taosDecodeFixedI32(buf, &len); buf = taosDecodeBinary(buf, (void**)&data.pData, len); taosArrayPush(pBlock->pDataBlock, &data); } return (void*)buf; } int32_t tEncodeDataBlocks(void** buf, const SArray* blocks) { int32_t tlen = 0; int32_t sz = taosArrayGetSize(blocks); tlen += taosEncodeFixedI32(buf, sz); for (int32_t i = 0; i < sz; i++) { SSDataBlock* pBlock = taosArrayGet(blocks, i); tlen += tEncodeDataBlock(buf, pBlock); } return tlen; } void* tDecodeDataBlocks(const void* buf, SArray** blocks) { int32_t sz; buf = taosDecodeFixedI32(buf, &sz); *blocks = taosArrayInit(sz, sizeof(SSDataBlock)); for (int32_t i = 0; i < sz; i++) { SSDataBlock pBlock = {0}; buf = tDecodeDataBlock(buf, &pBlock); taosArrayPush(*blocks, &pBlock); } return (void*)buf; } static char* formatTimestamp(char* buf, int64_t val, int precision) { time_t tt; int32_t ms = 0; if (precision == TSDB_TIME_PRECISION_NANO) { tt = (time_t)(val / 1000000000); ms = val % 1000000000; } else if (precision == TSDB_TIME_PRECISION_MICRO) { tt = (time_t)(val / 1000000); ms = val % 1000000; } else { tt = (time_t)(val / 1000); ms = val % 1000; } /* comment out as it make testcases like select_with_tags.sim fail. but in windows, this may cause the call to localtime crash if tt < 0, need to find a better solution. if (tt < 0) { tt = 0; } */ #ifdef WINDOWS if (tt < 0) tt = 0; #endif if (tt <= 0 && ms < 0) { tt--; if (precision == TSDB_TIME_PRECISION_NANO) { ms += 1000000000; } else if (precision == TSDB_TIME_PRECISION_MICRO) { ms += 1000000; } else { ms += 1000; } } struct tm* ptm = taosLocalTime(&tt, NULL); size_t pos = strftime(buf, 35, "%Y-%m-%d %H:%M:%S", ptm); if (precision == TSDB_TIME_PRECISION_NANO) { sprintf(buf + pos, ".%09d", ms); } else if (precision == TSDB_TIME_PRECISION_MICRO) { sprintf(buf + pos, ".%06d", ms); } else { sprintf(buf + pos, ".%03d", ms); } return buf; } void blockDebugShowData(const SArray* dataBlocks) { char pBuf[128]; int32_t sz = taosArrayGetSize(dataBlocks); for (int32_t i = 0; i < sz; i++) { SSDataBlock* pDataBlock = taosArrayGet(dataBlocks, i); int32_t colNum = pDataBlock->info.numOfCols; int32_t rows = pDataBlock->info.rows; for (int32_t j = 0; j < rows; j++) { printf("|"); for (int32_t k = 0; k < colNum; k++) { SColumnInfoData* pColInfoData = taosArrayGet(pDataBlock->pDataBlock, k); void* var = POINTER_SHIFT(pColInfoData->pData, j * pColInfoData->info.bytes); switch (pColInfoData->info.type) { case TSDB_DATA_TYPE_TIMESTAMP: formatTimestamp(pBuf, *(uint64_t*)var, TSDB_TIME_PRECISION_MILLI); printf(" %25s |", pBuf); break; case TSDB_DATA_TYPE_INT: printf(" %15d |", *(int32_t*)var); break; case TSDB_DATA_TYPE_UINT: printf(" %15u |", *(uint32_t*)var); break; case TSDB_DATA_TYPE_BIGINT: printf(" %15ld |", *(int64_t*)var); break; case TSDB_DATA_TYPE_UBIGINT: printf(" %15lu |", *(uint64_t*)var); break; } } printf("\n"); } } }