未验证 提交 5b3d0de3 编写于 作者: S Shengliang Guan 提交者: GitHub

Merge pull request #4118 from taosdata/feature/query

Feature/query
......@@ -3978,7 +3978,7 @@ static void interp_function(SQLFunctionCtx *pCtx) {
if (isNull(data1, srcType) || isNull(data2, srcType)) {
setNull(pCtx->aOutputBuf, srcType, pCtx->inputBytes);
} else {
taosDoLinearInterpolation(pCtx->outputType, &point1, &point2, &point);
taosGetLinearInterpolationVal(pCtx->outputType, &point1, &point2, &point);
}
} else if (srcType == TSDB_DATA_TYPE_FLOAT) {
point1.val = data1;
......@@ -3987,7 +3987,7 @@ static void interp_function(SQLFunctionCtx *pCtx) {
if (isNull(data1, srcType) || isNull(data2, srcType)) {
setNull(pCtx->aOutputBuf, srcType, pCtx->inputBytes);
} else {
taosDoLinearInterpolation(pCtx->outputType, &point1, &point2, &point);
taosGetLinearInterpolationVal(pCtx->outputType, &point1, &point2, &point);
}
} else {
......
......@@ -2758,6 +2758,7 @@ int32_t parseGroupbyClause(SQueryInfo* pQueryInfo, tVariantList* pList, SSqlCmd*
const char* msg1 = "too many columns in group by clause";
const char* msg2 = "invalid column name in group by clause";
const char* msg3 = "columns from one table allowed as group by columns";
const char* msg4 = "join query does not support group by";
const char* msg7 = "not support group by expression";
const char* msg8 = "not allowed column type for group by";
const char* msg9 = "tags not allowed for table query";
......@@ -2778,6 +2779,10 @@ int32_t parseGroupbyClause(SQueryInfo* pQueryInfo, tVariantList* pList, SSqlCmd*
return invalidSqlErrMsg(tscGetErrorMsgPayload(pCmd), msg1);
}
if (pQueryInfo->numOfTables > 1) {
return invalidSqlErrMsg(tscGetErrorMsgPayload(pCmd), msg4);
}
STableMeta* pTableMeta = NULL;
SSchema* pSchema = NULL;
SSchema s = tscGetTbnameColumnSchema();
......
......@@ -882,7 +882,7 @@ int tscBuildQueryMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
if (pQueryInfo->tsBuf != NULL) {
// note: here used the index instead of actual vnode id.
int32_t vnodeIndex = pTableMetaInfo->vgroupIndex;
int32_t code = dumpFileBlockByVnodeId(pQueryInfo->tsBuf, vnodeIndex, pMsg, &pQueryMsg->tsLen, &pQueryMsg->tsNumOfBlocks);
int32_t code = dumpFileBlockByGroupId(pQueryInfo->tsBuf, vnodeIndex, pMsg, &pQueryMsg->tsLen, &pQueryMsg->tsNumOfBlocks);
if (code != TSDB_CODE_SUCCESS) {
return code;
}
......
......@@ -156,8 +156,8 @@ static int64_t doTSBlockIntersect(SSqlObj* pSql, SJoinSupporter* pSupporter1, SJ
win->ekey = elem1.ts;
}
tsBufAppend(output1, elem1.vnode, elem1.tag, (const char*)&elem1.ts, sizeof(elem1.ts));
tsBufAppend(output2, elem2.vnode, elem2.tag, (const char*)&elem2.ts, sizeof(elem2.ts));
tsBufAppend(output1, elem1.id, elem1.tag, (const char*)&elem1.ts, sizeof(elem1.ts));
tsBufAppend(output2, elem2.id, elem2.tag, (const char*)&elem2.ts, sizeof(elem2.ts));
} else {
pLimit->offset -= 1;//offset apply to projection?
}
......@@ -193,8 +193,8 @@ static int64_t doTSBlockIntersect(SSqlObj* pSql, SJoinSupporter* pSupporter1, SJ
TSKEY et = taosGetTimestampUs();
tscDebug("%p input1:%" PRId64 ", input2:%" PRId64 ", final:%" PRId64 " in %d vnodes for secondary query after ts blocks "
"intersecting, skey:%" PRId64 ", ekey:%" PRId64 ", numOfVnode:%d, elapsed time:%" PRId64 " us",
pSql, numOfInput1, numOfInput2, output1->numOfTotal, output1->numOfVnodes, win->skey, win->ekey,
tsBufGetNumOfVnodes(output1), et - st);
pSql, numOfInput1, numOfInput2, output1->numOfTotal, output1->numOfGroups, win->skey, win->ekey,
tsBufGetNumOfGroup(output1), et - st);
return output1->numOfTotal;
}
......@@ -282,7 +282,7 @@ static UNUSED_FUNC bool needSecondaryQuery(SQueryInfo* pQueryInfo) {
static void filterVgroupTables(SQueryInfo* pQueryInfo, SArray* pVgroupTables) {
int32_t num = 0;
int32_t* list = NULL;
tsBufGetVnodeIdList(pQueryInfo->tsBuf, &num, &list);
tsBufGetGroupIdList(pQueryInfo->tsBuf, &num, &list);
// The virtual node, of which all tables are disqualified after the timestamp intersection,
// is removed to avoid next stage query.
......@@ -314,7 +314,7 @@ static void filterVgroupTables(SQueryInfo* pQueryInfo, SArray* pVgroupTables) {
static SArray* buildVgroupTableByResult(SQueryInfo* pQueryInfo, SArray* pVgroupTables) {
int32_t num = 0;
int32_t* list = NULL;
tsBufGetVnodeIdList(pQueryInfo->tsBuf, &num, &list);
tsBufGetGroupIdList(pQueryInfo->tsBuf, &num, &list);
size_t numOfGroups = taosArrayGetSize(pVgroupTables);
......
......@@ -49,7 +49,6 @@ typedef struct SFillInfo {
int32_t numOfTags; // number of tags
int32_t numOfCols; // number of columns, including the tags columns
int32_t rowSize; // size of each row
// char ** pTags; // tags value for current interpolation
SFillTagColInfo* pTags; // tags value for filling gap
SInterval interval;
char * prevValues; // previous row of data, to generate the interpolation results
......@@ -83,7 +82,7 @@ int64_t getFilledNumOfRes(SFillInfo* pFillInfo, int64_t ekey, int32_t maxNumOfRo
int32_t taosNumOfRemainRows(SFillInfo *pFillInfo);
int taosDoLinearInterpolation(int32_t type, SPoint *point1, SPoint *point2, SPoint *point);
int32_t taosGetLinearInterpolationVal(int32_t type, SPoint *point1, SPoint *point2, SPoint *point);
int64_t taosGenerateDataBlock(SFillInfo* pFillInfo, tFilePage** output, int32_t capacity);
......
......@@ -26,7 +26,7 @@ extern "C" {
#define MEM_BUF_SIZE (1 << 20)
#define TS_COMP_FILE_MAGIC 0x87F5EC4C
#define TS_COMP_FILE_VNODE_MAX 512
#define TS_COMP_FILE_GROUP_MAX 512
typedef struct STSList {
char* rawBuf;
......@@ -38,7 +38,7 @@ typedef struct STSList {
typedef struct STSElem {
TSKEY ts;
tVariant* tag;
int32_t vnode;
int32_t id;
} STSElem;
typedef struct STSCursor {
......@@ -60,17 +60,17 @@ typedef struct STSBlock {
* The size of buffer file should not be greater than 2G,
* and the offset of int32_t type is enough
*/
typedef struct STSVnodeBlockInfo {
int32_t vnode; // vnode id
typedef struct STSGroupBlockInfo {
int32_t id; // group id
int32_t offset; // offset set value in file
int32_t numOfBlocks; // number of total blocks
int32_t compLen; // compressed size
} STSVnodeBlockInfo;
} STSGroupBlockInfo;
typedef struct STSVnodeBlockInfoEx {
STSVnodeBlockInfo info;
typedef struct STSGroupBlockInfoEx {
STSGroupBlockInfo info;
int32_t len; // length before compress
} STSVnodeBlockInfoEx;
} STSGroupBlockInfoEx;
typedef struct STSBuf {
FILE* f;
......@@ -78,9 +78,9 @@ typedef struct STSBuf {
uint32_t fileSize;
// todo use array
STSVnodeBlockInfoEx* pData;
STSGroupBlockInfoEx* pData;
uint32_t numOfAlloc;
uint32_t numOfVnodes;
uint32_t numOfGroups;
char* assistBuf;
int32_t bufSize;
......@@ -94,22 +94,22 @@ typedef struct STSBuf {
typedef struct STSBufFileHeader {
uint32_t magic; // file magic number
uint32_t numOfVnode; // number of vnode stored in current file
uint32_t numOfGroup; // number of group stored in current file
int32_t tsOrder; // timestamp order in current file
} STSBufFileHeader;
STSBuf* tsBufCreate(bool autoDelete, int32_t order);
STSBuf* tsBufCreateFromFile(const char* path, bool autoDelete);
STSBuf* tsBufCreateFromCompBlocks(const char* pData, int32_t numOfBlocks, int32_t len, int32_t tsOrder, int32_t vnodeId);
STSBuf* tsBufCreateFromCompBlocks(const char* pData, int32_t numOfBlocks, int32_t len, int32_t tsOrder, int32_t id);
void* tsBufDestroy(STSBuf* pTSBuf);
void tsBufAppend(STSBuf* pTSBuf, int32_t vnodeId, tVariant* tag, const char* pData, int32_t len);
void tsBufAppend(STSBuf* pTSBuf, int32_t id, tVariant* tag, const char* pData, int32_t len);
int32_t tsBufMerge(STSBuf* pDestBuf, const STSBuf* pSrcBuf);
STSBuf* tsBufClone(STSBuf* pTSBuf);
STSVnodeBlockInfo* tsBufGetVnodeBlockInfo(STSBuf* pTSBuf, int32_t vnodeId);
STSGroupBlockInfo* tsBufGetGroupBlockInfo(STSBuf* pTSBuf, int32_t id);
void tsBufFlush(STSBuf* pTSBuf);
......@@ -118,7 +118,7 @@ STSElem tsBufGetElem(STSBuf* pTSBuf);
bool tsBufNextPos(STSBuf* pTSBuf);
STSElem tsBufGetElemStartPos(STSBuf* pTSBuf, int32_t vnodeId, tVariant* tag);
STSElem tsBufGetElemStartPos(STSBuf* pTSBuf, int32_t id, tVariant* tag);
STSCursor tsBufGetCursor(STSBuf* pTSBuf);
void tsBufSetTraverseOrder(STSBuf* pTSBuf, int32_t order);
......@@ -131,11 +131,11 @@ void tsBufSetCursor(STSBuf* pTSBuf, STSCursor* pCur);
*/
void tsBufDisplay(STSBuf* pTSBuf);
int32_t tsBufGetNumOfVnodes(STSBuf* pTSBuf);
int32_t tsBufGetNumOfGroup(STSBuf* pTSBuf);
void tsBufGetVnodeIdList(STSBuf* pTSBuf, int32_t* num, int32_t** vnodeId);
void tsBufGetGroupIdList(STSBuf* pTSBuf, int32_t* num, int32_t** id);
int32_t dumpFileBlockByVnodeId(STSBuf* pTSBuf, int32_t vnodeId, void* buf, int32_t* len, int32_t* numOfBlocks);
int32_t dumpFileBlockByGroupId(STSBuf* pTSBuf, int32_t id, void* buf, int32_t* len, int32_t* numOfBlocks);
STSElem tsBufFindElemStartPosByTag(STSBuf* pTSBuf, tVariant* pTag);
......
......@@ -609,7 +609,7 @@ int32_t intersect(SArray *pLeft, SArray *pRight, SArray *pFinalRes) {
/*
* traverse the result and apply the function to each item to check if the item is qualified or not
*/
static void tArrayTraverse(tExprNode *pExpr, __result_filter_fn_t fp, SArray *pResult) {
static UNUSED_FUNC void tArrayTraverse(tExprNode *pExpr, __result_filter_fn_t fp, SArray *pResult) {
assert(pExpr->_node.pLeft->nodeType == TSQL_NODE_COL && pExpr->_node.pRight->nodeType == TSQL_NODE_VALUE && fp != NULL);
// scan the result array list and check for each item in the list
......@@ -660,7 +660,7 @@ static bool filterItem(tExprNode *pExpr, const void *pItem, SExprTraverseSupp *p
* @param pSchema tag schemas
* @param fp filter callback function
*/
static void exprTreeTraverseImpl(tExprNode *pExpr, SArray *pResult, SExprTraverseSupp *param) {
static UNUSED_FUNC void exprTreeTraverseImpl(tExprNode *pExpr, SArray *pResult, SExprTraverseSupp *param) {
size_t size = taosArrayGetSize(pResult);
SArray* array = taosArrayInit(size, POINTER_BYTES);
......@@ -733,10 +733,6 @@ void tExprTreeTraverse(tExprNode *pExpr, SSkipList *pSkipList, SArray *result, S
assert(pLeft->nodeType == TSQL_NODE_COL && (pRight->nodeType == TSQL_NODE_VALUE || pRight->nodeType == TSQL_NODE_DUMMY));
param->setupInfoFn(pExpr, param->pExtInfo);
if (pSkipList == NULL) {
tArrayTraverse(pExpr, param->nodeFilterFn, result);
return;
}
tQueryInfo *pQueryInfo = pExpr->_node.info;
if (pQueryInfo->indexed && pQueryInfo->optr != TSDB_RELATION_LIKE) {
......@@ -748,49 +744,14 @@ void tExprTreeTraverse(tExprNode *pExpr, SSkipList *pSkipList, SArray *result, S
return;
}
// recursive traverse left child branch
// The value of hasPK is always 0.
uint8_t weight = pLeft->_node.hasPK + pRight->_node.hasPK;
assert(weight == 0 && pSkipList != NULL && taosArrayGetSize(result) == 0);
if (weight == 0 ) {
if (taosArrayGetSize(result) > 0 && pSkipList == NULL) {
/**
* Perform the filter operation based on the initial filter result, which is obtained from filtering from index.
* Since no index presented, the filter operation is done by scan all elements in the result set.
*
* if the query is a high selectivity filter, only small portion of meters are retrieved.
*/
exprTreeTraverseImpl(pExpr, result, param);
} else {
/**
* apply the hierarchical expression to every node in skiplist for find the qualified nodes
*/
assert(taosArrayGetSize(result) == 0);
tSQLBinaryTraverseOnSkipList(pExpr, result, pSkipList, param);
}
return;
}
if (weight == 2 || (weight == 1 && pExpr->_node.optr == TSDB_RELATION_OR)) {
SArray* rLeft = taosArrayInit(10, POINTER_BYTES);
SArray* rRight = taosArrayInit(10, POINTER_BYTES);
tExprTreeTraverse(pLeft, pSkipList, rLeft, param);
tExprTreeTraverse(pRight, pSkipList, rRight, param);
if (pExpr->_node.optr == TSDB_RELATION_AND) { // CROSS
intersect(rLeft, rRight, result);
} else if (pExpr->_node.optr == TSDB_RELATION_OR) { // or
merge(rLeft, rRight, result);
} else {
assert(false);
}
taosArrayDestroy(rLeft);
taosArrayDestroy(rRight);
return;
}
//apply the hierarchical expression to every node in skiplist for find the qualified nodes
tSQLBinaryTraverseOnSkipList(pExpr, result, pSkipList, param);
#if 0
/*
* (weight == 1 && pExpr->nSQLBinaryOptr == TSDB_RELATION_AND) is handled here
*
......@@ -819,6 +780,7 @@ void tExprTreeTraverse(tExprNode *pExpr, SSkipList *pSkipList, SArray *result, S
* So, we do not set the skip list index as a parameter
*/
tExprTreeTraverse(pSecond, NULL, result, param);
#endif
}
void tExprTreeCalcTraverse(tExprNode *pExprs, int32_t numOfRows, char *pOutput, void *param, int32_t order,
......
......@@ -3843,7 +3843,7 @@ int32_t setAdditionalInfo(SQInfo *pQInfo, void* pTable, STableQueryInfo *pTableQ
STSElem elem = tsBufGetElemStartPos(pRuntimeEnv->pTSBuf, pQInfo->vgId, &pTableQueryInfo->tag);
// failed to find data with the specified tag value and vnodeId
if (elem.vnode < 0) {
if (!tsBufIsValidElem(&elem)) {
if (pTag->nType == TSDB_DATA_TYPE_BINARY || pTag->nType == TSDB_DATA_TYPE_NCHAR) {
qError("QInfo:%p failed to find tag:%s in ts_comp", pQInfo, pTag->pz);
} else {
......@@ -4777,7 +4777,7 @@ static bool multiTableMultioutputHelper(SQInfo *pQInfo, int32_t index) {
if (pRuntimeEnv->cur.vgroupIndex == -1) {
STSElem elem = tsBufGetElemStartPos(pRuntimeEnv->pTSBuf, pQInfo->vgId, pTag);
// failed to find data with the specified tag value and vnodeId
if (elem.vnode < 0) {
if (!tsBufIsValidElem(&elem)) {
if (pTag->nType == TSDB_DATA_TYPE_BINARY || pTag->nType == TSDB_DATA_TYPE_NCHAR) {
qError("QInfo:%p failed to find tag:%s in ts_comp", pQInfo, pTag->pz);
} else {
......@@ -4802,7 +4802,7 @@ static bool multiTableMultioutputHelper(SQInfo *pQInfo, int32_t index) {
STSElem elem1 = tsBufGetElemStartPos(pRuntimeEnv->pTSBuf, pQInfo->vgId, pTag);
// failed to find data with the specified tag value and vnodeId
if (elem1.vnode < 0) {
if (!tsBufIsValidElem(&elem1)) {
if (pTag->nType == TSDB_DATA_TYPE_BINARY || pTag->nType == TSDB_DATA_TYPE_NCHAR) {
qError("QInfo:%p failed to find tag:%s in ts_comp", pQInfo, pTag->pz);
} else {
......
......@@ -215,7 +215,7 @@ static double linearInterpolationImpl(double v1, double v2, double k1, double k2
return v1 + (v2 - v1) * (k - k1) / (k2 - k1);
}
int taosDoLinearInterpolation(int32_t type, SPoint* point1, SPoint* point2, SPoint* point) {
int32_t taosGetLinearInterpolationVal(int32_t type, SPoint* point1, SPoint* point2, SPoint* point) {
switch (type) {
case TSDB_DATA_TYPE_INT: {
*(int32_t*)point->val = (int32_t)linearInterpolationImpl(*(int32_t*)point1->val, *(int32_t*)point2->val, (double)point1->key,
......@@ -343,7 +343,7 @@ static void doFillResultImpl(SFillInfo* pFillInfo, tFilePage** data, int32_t* nu
point1 = (SPoint){.key = *(TSKEY*)(prevValues), .val = prevValues + pCol->col.offset};
point2 = (SPoint){.key = ts, .val = srcData[i] + pFillInfo->rowIdx * bytes};
point = (SPoint){.key = pFillInfo->start, .val = val1};
taosDoLinearInterpolation(type, &point1, &point2, &point);
taosGetLinearInterpolationVal(type, &point1, &point2, &point);
}
setTagsValue(pFillInfo, data, *num);
......
此差异已折叠。
......@@ -42,7 +42,7 @@ void simpleTest() {
EXPECT_EQ(pTSBuf->tsData.len, sizeof(int64_t) * num);
EXPECT_EQ(tVariantCompare(&pTSBuf->block.tag, &t), 0);
EXPECT_EQ(pTSBuf->numOfVnodes, 1);
EXPECT_EQ(pTSBuf->numOfGroups, 1);
tsBufFlush(pTSBuf);
EXPECT_EQ(pTSBuf->tsData.len, 0);
......@@ -69,7 +69,7 @@ void largeTSTest() {
// the data has been flush to disk, no data in cache
EXPECT_EQ(pTSBuf->tsData.len, 0);
EXPECT_EQ(tVariantCompare(&pTSBuf->block.tag, &t), 0);
EXPECT_EQ(pTSBuf->numOfVnodes, 1);
EXPECT_EQ(pTSBuf->numOfGroups, 1);
EXPECT_EQ(pTSBuf->tsOrder, TSDB_ORDER_ASC);
tsBufFlush(pTSBuf);
......@@ -105,7 +105,7 @@ void multiTagsTest() {
EXPECT_EQ(pTSBuf->tsData.len, num * sizeof(int64_t));
EXPECT_EQ(pTSBuf->block.tag.i64Key, numOfTags - 1);
EXPECT_EQ(pTSBuf->numOfVnodes, 1);
EXPECT_EQ(pTSBuf->numOfGroups, 1);
tsBufFlush(pTSBuf);
EXPECT_EQ(pTSBuf->tsData.len, 0);
......@@ -139,7 +139,7 @@ void multiVnodeTagsTest() {
start += step * num;
}
EXPECT_EQ(pTSBuf->numOfVnodes, j + 1);
EXPECT_EQ(pTSBuf->numOfGroups, j + 1);
}
EXPECT_EQ(pTSBuf->tsOrder, TSDB_ORDER_ASC);
......@@ -184,7 +184,7 @@ void loadDataTest() {
start += step * num;
}
EXPECT_EQ(pTSBuf->numOfVnodes, j + 1);
EXPECT_EQ(pTSBuf->numOfGroups, j + 1);
}
EXPECT_EQ(pTSBuf->tsOrder, TSDB_ORDER_ASC);
......@@ -203,7 +203,7 @@ void loadDataTest() {
// create from exists file
STSBuf* pNewBuf = tsBufCreateFromFile(pTSBuf->path, false);
EXPECT_EQ(pNewBuf->tsOrder, pTSBuf->tsOrder);
EXPECT_EQ(pNewBuf->numOfVnodes, numOfVnode);
EXPECT_EQ(pNewBuf->numOfGroups, numOfVnode);
EXPECT_EQ(pNewBuf->fileSize, pTSBuf->fileSize);
EXPECT_EQ(pNewBuf->pData[0].info.offset, pTSBuf->pData[0].info.offset);
......@@ -269,7 +269,7 @@ void TSTraverse() {
start += step * num;
}
EXPECT_EQ(pTSBuf->numOfVnodes, j + 1);
EXPECT_EQ(pTSBuf->numOfGroups, j + 1);
}
tsBufResetPos(pTSBuf);
......@@ -304,7 +304,7 @@ void TSTraverse() {
int32_t totalOutput = 10;
while (1) {
STSElem elem = tsBufGetElem(pTSBuf);
printf("%d-%" PRIu64 "-%" PRIu64 "\n", elem.vnode, elem.tag->i64Key, elem.ts);
printf("%d-%" PRIu64 "-%" PRIu64 "\n", elem.id, elem.tag->i64Key, elem.ts);
if (!tsBufNextPos(pTSBuf)) {
break;
......@@ -352,7 +352,7 @@ void TSTraverse() {
totalOutput = 10;
while (1) {
STSElem elem = tsBufGetElem(pTSBuf);
printf("%d-%" PRIu64 "-%" PRIu64 "\n", elem.vnode, elem.tag->i64Key, elem.ts);
printf("%d-%" PRIu64 "-%" PRIu64 "\n", elem.id, elem.tag->i64Key, elem.ts);
if (!tsBufNextPos(pTSBuf)) {
break;
......@@ -427,7 +427,7 @@ void mergeDiffVnodeBufferTest() {
tsBufFlush(pTSBuf2);
tsBufMerge(pTSBuf1, pTSBuf2);
EXPECT_EQ(pTSBuf1->numOfVnodes, 2);
EXPECT_EQ(pTSBuf1->numOfGroups, 2);
EXPECT_EQ(pTSBuf1->numOfTotal, numOfTags * 2 * num);
tsBufDisplay(pTSBuf1);
......@@ -472,7 +472,7 @@ void mergeIdenticalVnodeBufferTest() {
tsBufFlush(pTSBuf2);
tsBufMerge(pTSBuf1, pTSBuf2);
EXPECT_EQ(pTSBuf1->numOfVnodes, 2);
EXPECT_EQ(pTSBuf1->numOfGroups, 2);
EXPECT_EQ(pTSBuf1->numOfTotal, numOfTags * 2 * num);
tsBufResetPos(pTSBuf1);
......@@ -482,12 +482,12 @@ void mergeIdenticalVnodeBufferTest() {
STSElem elem = tsBufGetElem(pTSBuf1);
if (count++ < numOfTags * num) {
EXPECT_EQ(elem.vnode, 12);
EXPECT_EQ(elem.id, 12);
} else {
EXPECT_EQ(elem.vnode, 77);
EXPECT_EQ(elem.id, 77);
}
printf("%d-%" PRIu64 "-%" PRIu64 "\n", elem.vnode, elem.tag->i64Key, elem.ts);
printf("%d-%" PRIu64 "-%" PRIu64 "\n", elem.id, elem.tag->i64Key, elem.ts);
}
tsBufDestroy(pTSBuf1);
......
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