#include #include #include #include #include "os.h" #include "osString.h" #include "ttype.h" #include "tmd5.h" #include "tstrbuild.h" #include "tname.h" #include "hash.h" #include "tskiplist.h" #include "tscUtil.h" #include "tsclient.h" #include "tscLog.h" #include "taos.h" #include "tscParseLine.h" typedef struct { char sTableName[TSDB_TABLE_NAME_LEN]; SHashObj* tagHash; SHashObj* fieldHash; SArray* tags; //SArray SArray* fields; //SArray uint8_t precision; } SSmlSTableSchema; //================================================================================================= static uint64_t linesSmlHandleId = 0; uint64_t genLinesSmlId() { uint64_t id; do { id = atomic_add_fetch_64(&linesSmlHandleId, 1); } while (id == 0); return id; } int compareSmlColKv(const void* p1, const void* p2) { TAOS_SML_KV* kv1 = (TAOS_SML_KV*)p1; TAOS_SML_KV* kv2 = (TAOS_SML_KV*)p2; int kvLen1 = (int)strlen(kv1->key); int kvLen2 = (int)strlen(kv2->key); int res = strncasecmp(kv1->key, kv2->key, MIN(kvLen1, kvLen2)); if (res != 0) { return res; } else { return kvLen1-kvLen2; } } typedef enum { SCHEMA_ACTION_CREATE_STABLE, SCHEMA_ACTION_ADD_COLUMN, SCHEMA_ACTION_ADD_TAG, SCHEMA_ACTION_CHANGE_COLUMN_SIZE, SCHEMA_ACTION_CHANGE_TAG_SIZE, } ESchemaAction; typedef struct { char sTableName[TSDB_TABLE_NAME_LEN]; SArray* tags; //SArray SArray* fields; //SArray } SCreateSTableActionInfo; typedef struct { char sTableName[TSDB_TABLE_NAME_LEN]; SSchema* field; } SAlterSTableActionInfo; typedef struct { ESchemaAction action; union { SCreateSTableActionInfo createSTable; SAlterSTableActionInfo alterSTable; }; } SSchemaAction; static int32_t getFieldBytesFromSmlKv(TAOS_SML_KV* kv, int32_t* bytes, uint64_t id) { if (!IS_VAR_DATA_TYPE(kv->type)) { *bytes = tDataTypes[kv->type].bytes; } else { if (kv->type == TSDB_DATA_TYPE_NCHAR) { char* ucs = malloc(kv->length * TSDB_NCHAR_SIZE + 1); int32_t bytesNeeded = 0; bool succ = taosMbsToUcs4(kv->value, kv->length, ucs, kv->length * TSDB_NCHAR_SIZE, &bytesNeeded); if (!succ) { free(ucs); tscError("SML:0x%"PRIx64" convert nchar string to UCS4_LE failed:%s", id, kv->value); return TSDB_CODE_TSC_INVALID_VALUE; } free(ucs); *bytes = bytesNeeded + VARSTR_HEADER_SIZE; } else if (kv->type == TSDB_DATA_TYPE_BINARY) { *bytes = kv->length + VARSTR_HEADER_SIZE; } } return 0; } static int32_t buildSmlKvSchema(TAOS_SML_KV* smlKv, SHashObj* hash, SArray* array, SSmlLinesInfo* info) { SSchema* pField = NULL; size_t* pFieldIdx = taosHashGet(hash, smlKv->key, strlen(smlKv->key)); size_t fieldIdx = -1; int32_t code = 0; if (pFieldIdx) { fieldIdx = *pFieldIdx; pField = taosArrayGet(array, fieldIdx); if (pField->type != smlKv->type) { tscError("SML:0x%"PRIx64" type mismatch. key %s, type %d. type before %d", info->id, smlKv->key, smlKv->type, pField->type); return TSDB_CODE_TSC_INVALID_VALUE; } int32_t bytes = 0; code = getFieldBytesFromSmlKv(smlKv, &bytes, info->id); if (code != 0) { return code; } pField->bytes = MAX(pField->bytes, bytes); } else { SSchema field = {0}; size_t tagKeyLen = strlen(smlKv->key); strncpy(field.name, smlKv->key, tagKeyLen); field.name[tagKeyLen] = '\0'; field.type = smlKv->type; int32_t bytes = 0; code = getFieldBytesFromSmlKv(smlKv, &bytes, info->id); if (code != 0) { return code; } field.bytes = bytes; pField = taosArrayPush(array, &field); fieldIdx = taosArrayGetSize(array) - 1; taosHashPut(hash, field.name, tagKeyLen, &fieldIdx, sizeof(fieldIdx)); } uintptr_t valPointer = (uintptr_t)smlKv; taosHashPut(info->smlDataToSchema, &valPointer, sizeof(uintptr_t), &fieldIdx, sizeof(fieldIdx)); return 0; } static int32_t getSmlMd5ChildTableName(TAOS_SML_DATA_POINT* point, char* tableName, int* tableNameLen, SSmlLinesInfo* info) { tscDebug("SML:0x%"PRIx64" taos_sml_insert get child table name through md5", info->id); qsort(point->tags, point->tagNum, sizeof(TAOS_SML_KV), compareSmlColKv); SStringBuilder sb; memset(&sb, 0, sizeof(sb)); char sTableName[TSDB_TABLE_NAME_LEN] = {0}; strtolower(sTableName, point->stableName); taosStringBuilderAppendString(&sb, sTableName); for (int j = 0; j < point->tagNum; ++j) { taosStringBuilderAppendChar(&sb, ','); TAOS_SML_KV* tagKv = point->tags + j; char tagName[TSDB_COL_NAME_LEN] = {0}; strtolower(tagName, tagKv->key); taosStringBuilderAppendString(&sb, tagName); taosStringBuilderAppendChar(&sb, '='); taosStringBuilderAppend(&sb, tagKv->value, tagKv->length); } size_t len = 0; char* keyJoined = taosStringBuilderGetResult(&sb, &len); MD5_CTX context; MD5Init(&context); MD5Update(&context, (uint8_t *)keyJoined, (uint32_t)len); MD5Final(&context); *tableNameLen = snprintf(tableName, *tableNameLen, "t_%02x%02x%02x%02x%02x%02x%02x%02x%02x%02x%02x%02x%02x%02x%02x%02x", context.digest[0], context.digest[1], context.digest[2], context.digest[3], context.digest[4], context.digest[5], context.digest[6], context.digest[7], context.digest[8], context.digest[9], context.digest[10], context.digest[11], context.digest[12], context.digest[13], context.digest[14], context.digest[15]); taosStringBuilderDestroy(&sb); tscDebug("SML:0x%"PRIx64" child table name: %s", info->id, tableName); return 0; } static int32_t buildDataPointSchemas(TAOS_SML_DATA_POINT* points, int numPoint, SArray* stableSchemas, SSmlLinesInfo* info) { int32_t code = 0; SHashObj* sname2shema = taosHashInit(32, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY), true, false); for (int i = 0; i < numPoint; ++i) { TAOS_SML_DATA_POINT* point = &points[i]; size_t stableNameLen = strlen(point->stableName); size_t* pStableIdx = taosHashGet(sname2shema, point->stableName, stableNameLen); SSmlSTableSchema* pStableSchema = NULL; size_t stableIdx = -1; if (pStableIdx) { pStableSchema= taosArrayGet(stableSchemas, *pStableIdx); stableIdx = *pStableIdx; } else { SSmlSTableSchema schema; strncpy(schema.sTableName, point->stableName, stableNameLen); schema.sTableName[stableNameLen] = '\0'; schema.fields = taosArrayInit(64, sizeof(SSchema)); schema.tags = taosArrayInit(8, sizeof(SSchema)); schema.tagHash = taosHashInit(8, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY), true, false); schema.fieldHash = taosHashInit(64, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY), true, false); pStableSchema = taosArrayPush(stableSchemas, &schema); stableIdx = taosArrayGetSize(stableSchemas) - 1; taosHashPut(sname2shema, schema.sTableName, stableNameLen, &stableIdx, sizeof(size_t)); } for (int j = 0; j < point->tagNum; ++j) { TAOS_SML_KV* tagKv = point->tags + j; if (!point->childTableName) { char childTableName[TSDB_TABLE_NAME_LEN]; int32_t tableNameLen = TSDB_TABLE_NAME_LEN; getSmlMd5ChildTableName(point, childTableName, &tableNameLen, info); point->childTableName = calloc(1, tableNameLen+1); strncpy(point->childTableName, childTableName, tableNameLen); point->childTableName[tableNameLen] = '\0'; } code = buildSmlKvSchema(tagKv, pStableSchema->tagHash, pStableSchema->tags, info); if (code != 0) { tscError("SML:0x%"PRIx64" build data point schema failed. point no.: %d, tag key: %s", info->id, i, tagKv->key); return code; } } for (int j = 0; j < point->fieldNum; ++j) { TAOS_SML_KV* fieldKv = point->fields + j; code = buildSmlKvSchema(fieldKv, pStableSchema->fieldHash, pStableSchema->fields, info); if (code != 0) { tscError("SML:0x%"PRIx64" build data point schema failed. point no.: %d, tag key: %s", info->id, i, fieldKv->key); return code; } } uintptr_t valPointer = (uintptr_t)point; taosHashPut(info->smlDataToSchema, &valPointer, sizeof(uintptr_t), &stableIdx, sizeof(stableIdx)); } size_t numStables = taosArrayGetSize(stableSchemas); for (int32_t i = 0; i < numStables; ++i) { SSmlSTableSchema* schema = taosArrayGet(stableSchemas, i); taosHashCleanup(schema->tagHash); taosHashCleanup(schema->fieldHash); } taosHashCleanup(sname2shema); tscDebug("SML:0x%"PRIx64" build point schema succeed. num of super table: %zu", info->id, numStables); for (int32_t i = 0; i < numStables; ++i) { SSmlSTableSchema* schema = taosArrayGet(stableSchemas, i); tscDebug("\ttable name: %s, tags number: %zu, fields number: %zu", schema->sTableName, taosArrayGetSize(schema->tags), taosArrayGetSize(schema->fields)); } return 0; } static int32_t generateSchemaAction(SSchema* pointColField, SHashObj* dbAttrHash, SArray* dbAttrArray, bool isTag, char sTableName[], SSchemaAction* action, bool* actionNeeded, SSmlLinesInfo* info) { char fieldNameLowerCase[TSDB_COL_NAME_LEN] = {0}; strtolower(fieldNameLowerCase, pointColField->name); size_t* pDbIndex = taosHashGet(dbAttrHash, fieldNameLowerCase, strlen(fieldNameLowerCase)); if (pDbIndex) { SSchema* dbAttr = taosArrayGet(dbAttrArray, *pDbIndex); assert(strcasecmp(dbAttr->name, pointColField->name) == 0); if (pointColField->type != dbAttr->type) { tscError("SML:0x%"PRIx64" point type and db type mismatch. key: %s. point type: %d, db type: %d", info->id, pointColField->name, pointColField->type, dbAttr->type); return TSDB_CODE_TSC_INVALID_VALUE; } if (IS_VAR_DATA_TYPE(pointColField->type) && (pointColField->bytes > dbAttr->bytes)) { if (isTag) { action->action = SCHEMA_ACTION_CHANGE_TAG_SIZE; } else { action->action = SCHEMA_ACTION_CHANGE_COLUMN_SIZE; } memset(&action->alterSTable, 0, sizeof(SAlterSTableActionInfo)); memcpy(action->alterSTable.sTableName, sTableName, TSDB_TABLE_NAME_LEN); action->alterSTable.field = pointColField; *actionNeeded = true; } } else { if (isTag) { action->action = SCHEMA_ACTION_ADD_TAG; } else { action->action = SCHEMA_ACTION_ADD_COLUMN; } memset(&action->alterSTable, 0, sizeof(SAlterSTableActionInfo)); memcpy(action->alterSTable.sTableName, sTableName, TSDB_TABLE_NAME_LEN); action->alterSTable.field = pointColField; *actionNeeded = true; } if (*actionNeeded) { tscDebug("SML:0x%" PRIx64 " generate schema action. column name: %s, action: %d", info->id, fieldNameLowerCase, action->action); } return 0; } static int32_t buildColumnDescription(SSchema* field, char* buf, int32_t bufSize, int32_t* outBytes) { uint8_t type = field->type; if (type == TSDB_DATA_TYPE_BINARY || type == TSDB_DATA_TYPE_NCHAR) { int32_t bytes = field->bytes - VARSTR_HEADER_SIZE; if (type == TSDB_DATA_TYPE_NCHAR) { bytes = bytes/TSDB_NCHAR_SIZE; } int out = snprintf(buf, bufSize,"%s %s(%d)", field->name,tDataTypes[field->type].name, bytes); *outBytes = out; } else { int out = snprintf(buf, bufSize, "%s %s", field->name, tDataTypes[type].name); *outBytes = out; } return 0; } static int32_t applySchemaAction(TAOS* taos, SSchemaAction* action, SSmlLinesInfo* info) { int32_t code = 0; int32_t outBytes = 0; char *result = (char *)calloc(1, tsMaxSQLStringLen+1); int32_t capacity = tsMaxSQLStringLen + 1; tscDebug("SML:0x%"PRIx64" apply schema action. action: %d", info->id, action->action); switch (action->action) { case SCHEMA_ACTION_ADD_COLUMN: { int n = sprintf(result, "alter stable %s add column ", action->alterSTable.sTableName); buildColumnDescription(action->alterSTable.field, result+n, capacity-n, &outBytes); TAOS_RES* res = taos_query(taos, result); //TODO async doAsyncQuery code = taos_errno(res); char* errStr = taos_errstr(res); char* begin = strstr(errStr, "duplicated column names"); bool tscDupColNames = (begin != NULL); if (code != TSDB_CODE_SUCCESS) { tscError("SML:0x%"PRIx64" apply schema action. error: %s", info->id, errStr); } taos_free_result(res); if (code == TSDB_CODE_MND_FIELD_ALREAY_EXIST || code == TSDB_CODE_MND_TAG_ALREAY_EXIST || tscDupColNames) { TAOS_RES* res2 = taos_query(taos, "RESET QUERY CACHE"); code = taos_errno(res2); if (code != TSDB_CODE_SUCCESS) { tscError("SML:0x%" PRIx64 " apply schema action. reset query cache. error: %s", info->id, taos_errstr(res2)); } taos_free_result(res2); } break; } case SCHEMA_ACTION_ADD_TAG: { int n = sprintf(result, "alter stable %s add tag ", action->alterSTable.sTableName); buildColumnDescription(action->alterSTable.field, result+n, capacity-n, &outBytes); TAOS_RES* res = taos_query(taos, result); //TODO async doAsyncQuery code = taos_errno(res); char* errStr = taos_errstr(res); char* begin = strstr(errStr, "duplicated column names"); bool tscDupColNames = (begin != NULL); if (code != TSDB_CODE_SUCCESS) { tscError("SML:0x%"PRIx64" apply schema action. error : %s", info->id, taos_errstr(res)); } taos_free_result(res); if (code == TSDB_CODE_MND_TAG_ALREAY_EXIST || code == TSDB_CODE_MND_FIELD_ALREAY_EXIST || tscDupColNames) { TAOS_RES* res2 = taos_query(taos, "RESET QUERY CACHE"); code = taos_errno(res2); if (code != TSDB_CODE_SUCCESS) { tscError("SML:0x%" PRIx64 " apply schema action. reset query cache. error: %s", info->id, taos_errstr(res2)); } taos_free_result(res2); } break; } case SCHEMA_ACTION_CHANGE_COLUMN_SIZE: { int n = sprintf(result, "alter stable %s modify column ", action->alterSTable.sTableName); buildColumnDescription(action->alterSTable.field, result+n, capacity-n, &outBytes); TAOS_RES* res = taos_query(taos, result); //TODO async doAsyncQuery code = taos_errno(res); if (code != TSDB_CODE_SUCCESS) { tscError("SML:0x%"PRIx64" apply schema action. error : %s", info->id, taos_errstr(res)); } taos_free_result(res); if (code == TSDB_CODE_MND_INVALID_COLUMN_LENGTH || code == TSDB_CODE_TSC_INVALID_COLUMN_LENGTH) { TAOS_RES* res2 = taos_query(taos, "RESET QUERY CACHE"); code = taos_errno(res2); if (code != TSDB_CODE_SUCCESS) { tscError("SML:0x%" PRIx64 " apply schema action. reset query cache. error: %s", info->id, taos_errstr(res2)); } taos_free_result(res2); } break; } case SCHEMA_ACTION_CHANGE_TAG_SIZE: { int n = sprintf(result, "alter stable %s modify tag ", action->alterSTable.sTableName); buildColumnDescription(action->alterSTable.field, result+n, capacity-n, &outBytes); TAOS_RES* res = taos_query(taos, result); //TODO async doAsyncQuery code = taos_errno(res); if (code != TSDB_CODE_SUCCESS) { tscError("SML:0x%"PRIx64" apply schema action. error : %s", info->id, taos_errstr(res)); } taos_free_result(res); if (code == TSDB_CODE_MND_INVALID_TAG_LENGTH || code == TSDB_CODE_TSC_INVALID_TAG_LENGTH) { TAOS_RES* res2 = taos_query(taos, "RESET QUERY CACHE"); code = taos_errno(res2); if (code != TSDB_CODE_SUCCESS) { tscError("SML:0x%" PRIx64 " apply schema action. reset query cache. error: %s", info->id, taos_errstr(res2)); } taos_free_result(res2); } break; } case SCHEMA_ACTION_CREATE_STABLE: { int n = sprintf(result, "create stable %s (", action->createSTable.sTableName); char* pos = result + n; int freeBytes = capacity - n; size_t numCols = taosArrayGetSize(action->createSTable.fields); for (int32_t i = 0; i < numCols; ++i) { SSchema* field = taosArrayGet(action->createSTable.fields, i); buildColumnDescription(field, pos, freeBytes, &outBytes); pos += outBytes; freeBytes -= outBytes; *pos = ','; ++pos; --freeBytes; } --pos; ++freeBytes; outBytes = snprintf(pos, freeBytes, ") tags ("); pos += outBytes; freeBytes -= outBytes; size_t numTags = taosArrayGetSize(action->createSTable.tags); for (int32_t i = 0; i < numTags; ++i) { SSchema* field = taosArrayGet(action->createSTable.tags, i); buildColumnDescription(field, pos, freeBytes, &outBytes); pos += outBytes; freeBytes -= outBytes; *pos = ','; ++pos; --freeBytes; } pos--; ++freeBytes; outBytes = snprintf(pos, freeBytes, ")"); TAOS_RES* res = taos_query(taos, result); code = taos_errno(res); if (code != TSDB_CODE_SUCCESS) { tscError("SML:0x%"PRIx64" apply schema action. error : %s", info->id, taos_errstr(res)); } taos_free_result(res); if (code == TSDB_CODE_MND_TABLE_ALREADY_EXIST) { TAOS_RES* res2 = taos_query(taos, "RESET QUERY CACHE"); code = taos_errno(res2); if (code != TSDB_CODE_SUCCESS) { tscError("SML:0x%" PRIx64 " apply schema action. reset query cache. error: %s", info->id, taos_errstr(res2)); } taos_free_result(res2); } break; } default: break; } free(result); if (code != 0) { tscError("SML:0x%"PRIx64 " apply schema action failure. %s", info->id, tstrerror(code)); } return code; } static int32_t destroySmlSTableSchema(SSmlSTableSchema* schema) { taosHashCleanup(schema->tagHash); taosHashCleanup(schema->fieldHash); taosArrayDestroy(schema->tags); taosArrayDestroy(schema->fields); return 0; } static int32_t fillDbSchema(STableMeta* tableMeta, char* tableName, SSmlSTableSchema* schema, SSmlLinesInfo* info) { schema->tags = taosArrayInit(8, sizeof(SSchema)); schema->fields = taosArrayInit(64, sizeof(SSchema)); schema->tagHash = taosHashInit(8, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY), true, false); schema->fieldHash = taosHashInit(64, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY), true, false); tstrncpy(schema->sTableName, tableName, strlen(tableName)+1); schema->precision = tableMeta->tableInfo.precision; for (int i=0; itableInfo.numOfColumns; ++i) { SSchema field; tstrncpy(field.name, tableMeta->schema[i].name, strlen(tableMeta->schema[i].name)+1); field.type = tableMeta->schema[i].type; field.bytes = tableMeta->schema[i].bytes; taosArrayPush(schema->fields, &field); size_t fieldIndex = taosArrayGetSize(schema->fields) - 1; taosHashPut(schema->fieldHash, field.name, strlen(field.name), &fieldIndex, sizeof(fieldIndex)); } for (int i=0; itableInfo.numOfTags; ++i) { int j = i + tableMeta->tableInfo.numOfColumns; SSchema field; tstrncpy(field.name, tableMeta->schema[j].name, strlen(tableMeta->schema[j].name)+1); field.type = tableMeta->schema[j].type; field.bytes = tableMeta->schema[j].bytes; taosArrayPush(schema->tags, &field); size_t tagIndex = taosArrayGetSize(schema->tags) - 1; taosHashPut(schema->tagHash, field.name, strlen(field.name), &tagIndex, sizeof(tagIndex)); } tscDebug("SML:0x%"PRIx64 " load table schema succeed. table name: %s, columns number: %d, tag number: %d, precision: %d", info->id, tableName, tableMeta->tableInfo.numOfColumns, tableMeta->tableInfo.numOfTags, schema->precision); return TSDB_CODE_SUCCESS; } static int32_t retrieveTableMeta(TAOS* taos, char* tableName, STableMeta** pTableMeta, SSmlLinesInfo* info) { int32_t code = 0; int32_t retries = 0; STableMeta* tableMeta = NULL; while (retries++ < TSDB_MAX_REPLICA && tableMeta == NULL) { STscObj* pObj = (STscObj*)taos; if (pObj == NULL || pObj->signature != pObj) { terrno = TSDB_CODE_TSC_DISCONNECTED; return TSDB_CODE_TSC_DISCONNECTED; } tscDebug("SML:0x%" PRIx64 " retrieve table meta. super table name: %s", info->id, tableName); char tableNameLowerCase[TSDB_TABLE_NAME_LEN]; strtolower(tableNameLowerCase, tableName); char sql[256]; snprintf(sql, 256, "describe %s", tableNameLowerCase); TAOS_RES* res = taos_query(taos, sql); code = taos_errno(res); if (code != 0) { tscError("SML:0x%" PRIx64 " describe table failure. %s", info->id, taos_errstr(res)); taos_free_result(res); return code; } taos_free_result(res); SSqlObj* pSql = calloc(1, sizeof(SSqlObj)); if (pSql == NULL) { tscError("SML:0x%" PRIx64 " failed to allocate memory, reason:%s", info->id, strerror(errno)); code = TSDB_CODE_TSC_OUT_OF_MEMORY; return code; } pSql->pTscObj = taos; pSql->signature = pSql; pSql->fp = NULL; registerSqlObj(pSql); SStrToken tableToken = {.z = tableNameLowerCase, .n = (uint32_t)strlen(tableNameLowerCase), .type = TK_ID}; tGetToken(tableNameLowerCase, &tableToken.type); // Check if the table name available or not if (tscValidateName(&tableToken) != TSDB_CODE_SUCCESS) { code = TSDB_CODE_TSC_INVALID_TABLE_ID_LENGTH; sprintf(pSql->cmd.payload, "table name is invalid"); tscFreeRegisteredSqlObj(pSql); return code; } SName sname = {0}; if ((code = tscSetTableFullName(&sname, &tableToken, pSql)) != TSDB_CODE_SUCCESS) { tscFreeRegisteredSqlObj(pSql); return code; } char fullTableName[TSDB_TABLE_FNAME_LEN] = {0}; memset(fullTableName, 0, tListLen(fullTableName)); tNameExtractFullName(&sname, fullTableName); tscFreeRegisteredSqlObj(pSql); size_t size = 0; taosHashGetCloneExt(tscTableMetaMap, fullTableName, strlen(fullTableName), NULL, (void**)&tableMeta, &size); } if (tableMeta != NULL) { *pTableMeta = tableMeta; return TSDB_CODE_SUCCESS; } else { tscError("SML:0x%" PRIx64 " failed to retrieve table meta. super table name: %s", info->id, tableName); return TSDB_CODE_TSC_NO_META_CACHED; } } static int32_t loadTableSchemaFromDB(TAOS* taos, char* tableName, SSmlSTableSchema* schema, SSmlLinesInfo* info) { int32_t code = 0; STableMeta* tableMeta = NULL; code = retrieveTableMeta(taos, tableName, &tableMeta, info); if (code == TSDB_CODE_SUCCESS) { assert(tableMeta != NULL); fillDbSchema(tableMeta, tableName, schema, info); free(tableMeta); tableMeta = NULL; } return code; } static int32_t modifyDBSchemas(TAOS* taos, SArray* stableSchemas, SSmlLinesInfo* info) { int32_t code = 0; size_t numStable = taosArrayGetSize(stableSchemas); for (int i = 0; i < numStable; ++i) { SSmlSTableSchema* pointSchema = taosArrayGet(stableSchemas, i); SSmlSTableSchema dbSchema; memset(&dbSchema, 0, sizeof(SSmlSTableSchema)); code = loadTableSchemaFromDB(taos, pointSchema->sTableName, &dbSchema, info); if (code == TSDB_CODE_MND_INVALID_TABLE_NAME) { SSchemaAction schemaAction = {0}; schemaAction.action = SCHEMA_ACTION_CREATE_STABLE; memset(&schemaAction.createSTable, 0, sizeof(SCreateSTableActionInfo)); memcpy(schemaAction.createSTable.sTableName, pointSchema->sTableName, TSDB_TABLE_NAME_LEN); schemaAction.createSTable.tags = pointSchema->tags; schemaAction.createSTable.fields = pointSchema->fields; applySchemaAction(taos, &schemaAction, info); code = loadTableSchemaFromDB(taos, pointSchema->sTableName, &dbSchema, info); if (code != 0) { tscError("SML:0x%"PRIx64" reconcile point schema failed. can not create %s", info->id, pointSchema->sTableName); return code; } else { pointSchema->precision = dbSchema.precision; destroySmlSTableSchema(&dbSchema); } } else if (code == TSDB_CODE_SUCCESS) { size_t pointTagSize = taosArrayGetSize(pointSchema->tags); size_t pointFieldSize = taosArrayGetSize(pointSchema->fields); SHashObj* dbTagHash = dbSchema.tagHash; SHashObj* dbFieldHash = dbSchema.fieldHash; for (int j = 0; j < pointTagSize; ++j) { SSchema* pointTag = taosArrayGet(pointSchema->tags, j); SSchemaAction schemaAction = {0}; bool actionNeeded = false; generateSchemaAction(pointTag, dbTagHash, dbSchema.tags, true, pointSchema->sTableName, &schemaAction, &actionNeeded, info); if (actionNeeded) { code = applySchemaAction(taos, &schemaAction, info); if (code != 0) { destroySmlSTableSchema(&dbSchema); return code; } } } SSchema* pointColTs = taosArrayGet(pointSchema->fields, 0); SSchema* dbColTs = taosArrayGet(dbSchema.fields, 0); memcpy(pointColTs->name, dbColTs->name, TSDB_COL_NAME_LEN); for (int j = 1; j < pointFieldSize; ++j) { SSchema* pointCol = taosArrayGet(pointSchema->fields, j); SSchemaAction schemaAction = {0}; bool actionNeeded = false; generateSchemaAction(pointCol, dbFieldHash, dbSchema.fields,false, pointSchema->sTableName, &schemaAction, &actionNeeded, info); if (actionNeeded) { code = applySchemaAction(taos, &schemaAction, info); if (code != 0) { destroySmlSTableSchema(&dbSchema); return code; } } } pointSchema->precision = dbSchema.precision; destroySmlSTableSchema(&dbSchema); } else { tscError("SML:0x%"PRIx64" load table meta error: %s", info->id, tstrerror(code)); return code; } } return 0; } static int32_t creatChildTableIfNotExists(TAOS* taos, const char* cTableName, const char* sTableName, SArray* tagsSchema, SArray* tagsBind, SSmlLinesInfo* info) { size_t numTags = taosArrayGetSize(tagsSchema); char* sql = malloc(tsMaxSQLStringLen+1); if (sql == NULL) { tscError("malloc sql memory error"); return TSDB_CODE_TSC_OUT_OF_MEMORY; } int freeBytes = tsMaxSQLStringLen + 1; sprintf(sql, "create table if not exists %s using %s", cTableName, sTableName); snprintf(sql+strlen(sql), freeBytes-strlen(sql), "("); for (int i = 0; i < numTags; ++i) { SSchema* tagSchema = taosArrayGet(tagsSchema, i); snprintf(sql+strlen(sql), freeBytes-strlen(sql), "%s,", tagSchema->name); } snprintf(sql + strlen(sql) - 1, freeBytes-strlen(sql)+1, ")"); snprintf(sql + strlen(sql), freeBytes-strlen(sql), " tags ("); for (int i = 0; i < numTags; ++i) { snprintf(sql+strlen(sql), freeBytes-strlen(sql), "?,"); } snprintf(sql + strlen(sql) - 1, freeBytes-strlen(sql)+1, ")"); sql[strlen(sql)] = '\0'; tscDebug("SML:0x%"PRIx64" create table : %s", info->id, sql); TAOS_STMT* stmt = taos_stmt_init(taos); if (stmt == NULL) { free(sql); return TSDB_CODE_TSC_OUT_OF_MEMORY; } int32_t code; code = taos_stmt_prepare(stmt, sql, (unsigned long)strlen(sql)); free(sql); if (code != 0) { tscError("SML:0x%"PRIx64" taos_stmt_prepare returns %d:%s", info->id, code, tstrerror(code)); taos_stmt_close(stmt); return code; } code = taos_stmt_bind_param(stmt, TARRAY_GET_START(tagsBind)); if (code != 0) { tscError("SML:0x%"PRIx64" taos_stmt_bind_param returns %d:%s", info->id, code, tstrerror(code)); taos_stmt_close(stmt); return code; } code = taos_stmt_execute(stmt); if (code != 0) { tscError("SML:0x%"PRIx64" taos_stmt_execute returns %d:%s", info->id, code, tstrerror(code)); taos_stmt_close(stmt); return code; } code = taos_stmt_close(stmt); if (code != 0) { tscError("SML:0x%"PRIx64" taos_stmt_close return %d:%s", info->id, code, tstrerror(code)); return code; } return code; } static int32_t insertChildTableBatch(TAOS* taos, char* cTableName, SArray* colsSchema, SArray* rowsBind, SSmlLinesInfo* info) { size_t numCols = taosArrayGetSize(colsSchema); char* sql = malloc(tsMaxSQLStringLen+1); if (sql == NULL) { tscError("malloc sql memory error"); return TSDB_CODE_TSC_OUT_OF_MEMORY; } int32_t freeBytes = tsMaxSQLStringLen + 1 ; sprintf(sql, "insert into ? ("); for (int i = 0; i < numCols; ++i) { SSchema* colSchema = taosArrayGet(colsSchema, i); snprintf(sql+strlen(sql), freeBytes-strlen(sql), "%s,", colSchema->name); } snprintf(sql + strlen(sql)-1, freeBytes-strlen(sql)+1, ") values ("); for (int i = 0; i < numCols; ++i) { snprintf(sql+strlen(sql), freeBytes-strlen(sql), "?,"); } snprintf(sql + strlen(sql)-1, freeBytes-strlen(sql)+1, ")"); sql[strlen(sql)] = '\0'; tscDebug("SML:0x%"PRIx64" insert rows into child table %s. num of rows: %zu", info->id, cTableName, taosArrayGetSize(rowsBind)); int32_t code = 0; TAOS_STMT* stmt = taos_stmt_init(taos); if (stmt == NULL) { tfree(sql); return TSDB_CODE_TSC_OUT_OF_MEMORY; } code = taos_stmt_prepare(stmt, sql, (unsigned long)strlen(sql)); tfree(sql); if (code != 0) { tscError("SML:0x%"PRIx64" taos_stmt_prepare return %d:%s", info->id, code, tstrerror(code)); taos_stmt_close(stmt); return code; } bool tryAgain = false; int32_t try = 0; do { code = taos_stmt_set_tbname(stmt, cTableName); if (code != 0) { tscError("SML:0x%"PRIx64" taos_stmt_set_tbname return %d:%s", info->id, code, tstrerror(code)); taos_stmt_close(stmt); return code; } size_t rows = taosArrayGetSize(rowsBind); for (int32_t i = 0; i < rows; ++i) { TAOS_BIND* colsBinds = taosArrayGetP(rowsBind, i); code = taos_stmt_bind_param(stmt, colsBinds); if (code != 0) { tscError("SML:0x%"PRIx64" taos_stmt_bind_param return %d:%s", info->id, code, tstrerror(code)); taos_stmt_close(stmt); return code; } code = taos_stmt_add_batch(stmt); if (code != 0) { tscError("SML:0x%"PRIx64" taos_stmt_add_batch return %d:%s", info->id, code, tstrerror(code)); taos_stmt_close(stmt); return code; } } code = taos_stmt_execute(stmt); if (code != 0) { tscError("SML:0x%"PRIx64" taos_stmt_execute return %d:%s, try:%d", info->id, code, tstrerror(code), try); } tryAgain = false; if ((code == TSDB_CODE_TDB_INVALID_TABLE_ID || code == TSDB_CODE_VND_INVALID_VGROUP_ID || code == TSDB_CODE_TDB_TABLE_RECONFIGURE || code == TSDB_CODE_APP_NOT_READY || code == TSDB_CODE_RPC_NETWORK_UNAVAIL) && try++ < TSDB_MAX_REPLICA) { tryAgain = true; } if (code == TSDB_CODE_TDB_INVALID_TABLE_ID || code == TSDB_CODE_VND_INVALID_VGROUP_ID) { TAOS_RES* res2 = taos_query(taos, "RESET QUERY CACHE"); int32_t code2 = taos_errno(res2); if (code2 != TSDB_CODE_SUCCESS) { tscError("SML:0x%" PRIx64 " insert child table. reset query cache. error: %s", info->id, taos_errstr(res2)); } taos_free_result(res2); if (tryAgain) { taosMsleep(50 * (2 << try)); } } if (code == TSDB_CODE_APP_NOT_READY || code == TSDB_CODE_RPC_NETWORK_UNAVAIL) { if (tryAgain) { taosMsleep( 50 * (2 << try)); } } } while (tryAgain); taos_stmt_close(stmt); return code; } static int32_t arrangePointsByChildTableName(TAOS_SML_DATA_POINT* points, int numPoints, SHashObj* cname2points, SArray* stableSchemas, SSmlLinesInfo* info) { for (int32_t i = 0; i < numPoints; ++i) { TAOS_SML_DATA_POINT * point = points + i; uintptr_t valPointer = (uintptr_t)point; size_t* pSchemaIndex = taosHashGet(info->smlDataToSchema, &valPointer, sizeof(uintptr_t)); assert(pSchemaIndex != NULL); SSmlSTableSchema* stableSchema = taosArrayGet(stableSchemas, *pSchemaIndex); for (int j = 0; j < point->tagNum; ++j) { TAOS_SML_KV* kv = point->tags + j; if (kv->type == TSDB_DATA_TYPE_TIMESTAMP) { int64_t ts = *(int64_t*)(kv->value); ts = convertTimePrecision(ts, TSDB_TIME_PRECISION_NANO, stableSchema->precision); *(int64_t*)(kv->value) = ts; } } for (int j = 0; j < point->fieldNum; ++j) { TAOS_SML_KV* kv = point->fields + j; if (kv->type == TSDB_DATA_TYPE_TIMESTAMP) { int64_t ts = *(int64_t*)(kv->value); ts = convertTimePrecision(ts, TSDB_TIME_PRECISION_NANO, stableSchema->precision); *(int64_t*)(kv->value) = ts; } } SArray* cTablePoints = NULL; SArray** pCTablePoints = taosHashGet(cname2points, point->childTableName, strlen(point->childTableName)); if (pCTablePoints) { cTablePoints = *pCTablePoints; } else { cTablePoints = taosArrayInit(64, sizeof(point)); taosHashPut(cname2points, point->childTableName, strlen(point->childTableName), &cTablePoints, POINTER_BYTES); } taosArrayPush(cTablePoints, &point); } return 0; } static int32_t applyChildTableTags(TAOS* taos, char* cTableName, char* sTableName, SSmlSTableSchema* sTableSchema, SArray* cTablePoints, SSmlLinesInfo* info) { size_t numTags = taosArrayGetSize(sTableSchema->tags); size_t rows = taosArrayGetSize(cTablePoints); TAOS_SML_KV* tagKVs[TSDB_MAX_TAGS] = {0}; for (int i= 0; i < rows; ++i) { TAOS_SML_DATA_POINT * pDataPoint = taosArrayGetP(cTablePoints, i); for (int j = 0; j < pDataPoint->tagNum; ++j) { TAOS_SML_KV* kv = pDataPoint->tags + j; uintptr_t valPointer = (uintptr_t)kv; size_t* pFieldSchemaIdx = taosHashGet(info->smlDataToSchema, &valPointer, sizeof(uintptr_t)); assert(pFieldSchemaIdx != NULL); tagKVs[*pFieldSchemaIdx] = kv; } } SArray* tagBinds = taosArrayInit(numTags, sizeof(TAOS_BIND)); taosArraySetSize(tagBinds, numTags); int isNullColBind = TSDB_TRUE; for (int j = 0; j < numTags; ++j) { TAOS_BIND* bind = taosArrayGet(tagBinds, j); bind->is_null = &isNullColBind; } for (int j = 0; j < numTags; ++j) { if (tagKVs[j] == NULL) continue; TAOS_SML_KV* kv = tagKVs[j]; uintptr_t valPointer = (uintptr_t)kv; size_t* pFieldSchemaIdx = taosHashGet(info->smlDataToSchema, &valPointer, sizeof(uintptr_t)); assert(pFieldSchemaIdx != NULL); TAOS_BIND* bind = taosArrayGet(tagBinds, *pFieldSchemaIdx); bind->buffer_type = kv->type; bind->length = malloc(sizeof(uintptr_t*)); *bind->length = kv->length; bind->buffer = kv->value; bind->is_null = NULL; } int32_t code = creatChildTableIfNotExists(taos, cTableName, sTableName, sTableSchema->tags, tagBinds, info); for (int i = 0; i < taosArrayGetSize(tagBinds); ++i) { TAOS_BIND* bind = taosArrayGet(tagBinds, i); free(bind->length); } taosArrayDestroy(tagBinds); return code; } static int32_t applyChildTableFields(TAOS* taos, SSmlSTableSchema* sTableSchema, char* cTableName, SArray* cTablePoints, SSmlLinesInfo* info) { int32_t code = TSDB_CODE_SUCCESS; size_t numCols = taosArrayGetSize(sTableSchema->fields); size_t rows = taosArrayGetSize(cTablePoints); SArray* rowsBind = taosArrayInit(rows, POINTER_BYTES); for (int i = 0; i < rows; ++i) { TAOS_SML_DATA_POINT* point = taosArrayGetP(cTablePoints, i); TAOS_BIND* colBinds = calloc(numCols, sizeof(TAOS_BIND)); if (colBinds == NULL) { tscError("SML:0x%"PRIx64" taos_sml_insert insert points, failed to allocated memory for TAOS_BIND, " "num of rows: %zu, num of cols: %zu", info->id, rows, numCols); return TSDB_CODE_TSC_OUT_OF_MEMORY; } int isNullColBind = TSDB_TRUE; for (int j = 0; j < numCols; ++j) { TAOS_BIND* bind = colBinds + j; bind->is_null = &isNullColBind; } for (int j = 0; j < point->fieldNum; ++j) { TAOS_SML_KV* kv = point->fields + j; uintptr_t valPointer = (uintptr_t)kv; size_t* pFieldSchemaIdx = taosHashGet(info->smlDataToSchema, &valPointer, sizeof(uintptr_t)); assert(pFieldSchemaIdx != NULL); TAOS_BIND* bind = colBinds + *pFieldSchemaIdx; bind->buffer_type = kv->type; bind->length = malloc(sizeof(uintptr_t*)); *bind->length = kv->length; bind->buffer = kv->value; bind->is_null = NULL; } taosArrayPush(rowsBind, &colBinds); } code = insertChildTableBatch(taos, cTableName, sTableSchema->fields, rowsBind, info); if (code != 0) { tscError("SML:0x%"PRIx64" insert into child table %s failed. error %s", info->id, cTableName, tstrerror(code)); } for (int i = 0; i < rows; ++i) { TAOS_BIND* colBinds = taosArrayGetP(rowsBind, i); for (int j = 0; j < numCols; ++j) { TAOS_BIND* bind = colBinds + j; free(bind->length); } free(colBinds); } taosArrayDestroy(rowsBind); return code; } static int32_t applyDataPoints(TAOS* taos, TAOS_SML_DATA_POINT* points, int32_t numPoints, SArray* stableSchemas, SSmlLinesInfo* info) { int32_t code = TSDB_CODE_SUCCESS; SHashObj* cname2points = taosHashInit(128, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY), true, false); arrangePointsByChildTableName(points, numPoints, cname2points, stableSchemas, info); SArray** pCTablePoints = taosHashIterate(cname2points, NULL); while (pCTablePoints) { SArray* cTablePoints = *pCTablePoints; TAOS_SML_DATA_POINT* point = taosArrayGetP(cTablePoints, 0); uintptr_t valPointer = (uintptr_t)point; size_t* pSchemaIndex = taosHashGet(info->smlDataToSchema, &valPointer, sizeof(uintptr_t)); assert(pSchemaIndex != NULL); SSmlSTableSchema* sTableSchema = taosArrayGet(stableSchemas, *pSchemaIndex); tscDebug("SML:0x%"PRIx64" apply child table tags. child table: %s", info->id, point->childTableName); code = applyChildTableTags(taos, point->childTableName, point->stableName, sTableSchema, cTablePoints, info); if (code != 0) { tscError("apply child table tags failed. child table %s, error %s", point->childTableName, tstrerror(code)); goto cleanup; } tscDebug("SML:0x%"PRIx64" apply child table points. child table: %s", info->id, point->childTableName); code = applyChildTableFields(taos, sTableSchema, point->childTableName, cTablePoints, info); if (code != 0) { tscError("SML:0x%"PRIx64" Apply child table fields failed. child table %s, error %s", info->id, point->childTableName, tstrerror(code)); goto cleanup; } tscDebug("SML:0x%"PRIx64" successfully applied data points of child table %s", info->id, point->childTableName); pCTablePoints = taosHashIterate(cname2points, pCTablePoints); } cleanup: pCTablePoints = taosHashIterate(cname2points, NULL); while (pCTablePoints) { SArray* pPoints = *pCTablePoints; taosArrayDestroy(pPoints); pCTablePoints = taosHashIterate(cname2points, pCTablePoints); } taosHashCleanup(cname2points); return code; } int tscSmlInsert(TAOS* taos, TAOS_SML_DATA_POINT* points, int numPoint, SSmlLinesInfo* info) { tscDebug("SML:0x%"PRIx64" taos_sml_insert. number of points: %d", info->id, numPoint); int32_t code = TSDB_CODE_SUCCESS; info->smlDataToSchema = taosHashInit(32, taosGetDefaultHashFunction(TSDB_DATA_TYPE_UBIGINT), true, false); tscDebug("SML:0x%"PRIx64" build data point schemas", info->id); SArray* stableSchemas = taosArrayInit(32, sizeof(SSmlSTableSchema)); // SArray code = buildDataPointSchemas(points, numPoint, stableSchemas, info); if (code != 0) { tscError("SML:0x%"PRIx64" error building data point schemas : %s", info->id, tstrerror(code)); goto clean_up; } tscDebug("SML:0x%"PRIx64" modify db schemas", info->id); code = modifyDBSchemas(taos, stableSchemas, info); if (code != 0) { tscError("SML:0x%"PRIx64" error change db schema : %s", info->id, tstrerror(code)); goto clean_up; } tscDebug("SML:0x%"PRIx64" apply data points", info->id); code = applyDataPoints(taos, points, numPoint, stableSchemas, info); if (code != 0) { tscError("SML:0x%"PRIx64" error apply data points : %s", info->id, tstrerror(code)); } clean_up: for (int i = 0; i < taosArrayGetSize(stableSchemas); ++i) { SSmlSTableSchema* schema = taosArrayGet(stableSchemas, i); taosArrayDestroy(schema->fields); taosArrayDestroy(schema->tags); } taosArrayDestroy(stableSchemas); taosHashCleanup(info->smlDataToSchema); return code; } int taos_sml_insert(TAOS* taos, TAOS_SML_DATA_POINT* points, int numPoint) { SSmlLinesInfo* info = calloc(1, sizeof(SSmlLinesInfo)); info->id = genLinesSmlId(); int code = tscSmlInsert(taos, points, numPoint, info); free(info); return code; } //========================================================================= /* Field Escape charaters 1: measurement Comma,Space 2: tag_key, tag_value, field_key Comma,Equal Sign,Space 3: field_value Double quote,Backslash */ static void escapeSpecialCharacter(uint8_t field, const char **pos) { const char *cur = *pos; if (*cur != '\\') { return; } switch (field) { case 1: switch (*(cur + 1)) { case ',': case ' ': cur++; break; default: break; } break; case 2: switch (*(cur + 1)) { case ',': case ' ': case '=': cur++; break; default: break; } break; case 3: switch (*(cur + 1)) { case '"': case '\\': cur++; break; default: break; } break; default: break; } *pos = cur; } bool isValidInteger(char *str) { char *c = str; if (*c != '+' && *c != '-' && !isdigit(*c)) { return false; } c++; while (*c != '\0') { if (!isdigit(*c)) { return false; } c++; } return true; } bool isValidFloat(char *str) { char *c = str; uint8_t has_dot, has_exp, has_sign; has_dot = 0; has_exp = 0; has_sign = 0; if (*c != '+' && *c != '-' && *c != '.' && !isdigit(*c)) { return false; } if (*c == '.' && isdigit(*(c + 1))) { has_dot = 1; } c++; while (*c != '\0') { if (!isdigit(*c)) { switch (*c) { case '.': { if (!has_dot && !has_exp && isdigit(*(c + 1))) { has_dot = 1; } else { return false; } break; } case 'e': case 'E': { if (!has_exp && isdigit(*(c - 1)) && (isdigit(*(c + 1)) || *(c + 1) == '+' || *(c + 1) == '-')) { has_exp = 1; } else { return false; } break; } case '+': case '-': { if (!has_sign && has_exp && isdigit(*(c + 1))) { has_sign = 1; } else { return false; } break; } default: { return false; } } } c++; } //while return true; } static bool isTinyInt(char *pVal, uint16_t len) { if (len <= 2) { return false; } if (!strcasecmp(&pVal[len - 2], "i8")) { //printf("Type is int8(%s)\n", pVal); return true; } return false; } static bool isTinyUint(char *pVal, uint16_t len) { if (len <= 2) { return false; } if (pVal[0] == '-') { return false; } if (!strcasecmp(&pVal[len - 2], "u8")) { //printf("Type is uint8(%s)\n", pVal); return true; } return false; } static bool isSmallInt(char *pVal, uint16_t len) { if (len <= 3) { return false; } if (!strcasecmp(&pVal[len - 3], "i16")) { //printf("Type is int16(%s)\n", pVal); return true; } return false; } static bool isSmallUint(char *pVal, uint16_t len) { if (len <= 3) { return false; } if (pVal[0] == '-') { return false; } if (strcasecmp(&pVal[len - 3], "u16") == 0) { //printf("Type is uint16(%s)\n", pVal); return true; } return false; } static bool isInt(char *pVal, uint16_t len) { if (len <= 3) { return false; } if (strcasecmp(&pVal[len - 3], "i32") == 0) { //printf("Type is int32(%s)\n", pVal); return true; } return false; } static bool isUint(char *pVal, uint16_t len) { if (len <= 3) { return false; } if (pVal[0] == '-') { return false; } if (strcasecmp(&pVal[len - 3], "u32") == 0) { //printf("Type is uint32(%s)\n", pVal); return true; } return false; } static bool isBigInt(char *pVal, uint16_t len) { if (len <= 3) { return false; } if (strcasecmp(&pVal[len - 3], "i64") == 0) { //printf("Type is int64(%s)\n", pVal); return true; } return false; } static bool isBigUint(char *pVal, uint16_t len) { if (len <= 3) { return false; } if (pVal[0] == '-') { return false; } if (strcasecmp(&pVal[len - 3], "u64") == 0) { //printf("Type is uint64(%s)\n", pVal); return true; } return false; } static bool isFloat(char *pVal, uint16_t len) { if (len <= 3) { return false; } if (strcasecmp(&pVal[len - 3], "f32") == 0) { //printf("Type is float(%s)\n", pVal); return true; } return false; } static bool isDouble(char *pVal, uint16_t len) { if (len <= 3) { return false; } if (strcasecmp(&pVal[len - 3], "f64") == 0) { //printf("Type is double(%s)\n", pVal); return true; } return false; } static bool isBool(char *pVal, uint16_t len, bool *bVal) { if ((len == 1) && !strcasecmp(&pVal[len - 1], "t")) { //printf("Type is bool(%c)\n", pVal[len - 1]); *bVal = true; return true; } if ((len == 1) && !strcasecmp(&pVal[len - 1], "f")) { //printf("Type is bool(%c)\n", pVal[len - 1]); *bVal = false; return true; } if((len == 4) && !strcasecmp(&pVal[len - 4], "true")) { //printf("Type is bool(%s)\n", &pVal[len - 4]); *bVal = true; return true; } if((len == 5) && !strcasecmp(&pVal[len - 5], "false")) { //printf("Type is bool(%s)\n", &pVal[len - 5]); *bVal = false; return true; } return false; } static bool isBinary(char *pVal, uint16_t len) { //binary: "abc" if (len < 2) { return false; } //binary if (pVal[0] == '"' && pVal[len - 1] == '"') { //printf("Type is binary(%s)\n", pVal); return true; } return false; } static bool isNchar(char *pVal, uint16_t len) { //nchar: L"abc" if (len < 3) { return false; } if ((pVal[0] == 'l' || pVal[0] == 'L')&& pVal[1] == '"' && pVal[len - 1] == '"') { //printf("Type is nchar(%s)\n", pVal); return true; } return false; } static bool isTimeStamp(char *pVal, uint16_t len, SMLTimeStampType *tsType) { if (len == 0) { return true; } if ((len == 1) && pVal[0] == '0') { *tsType = SML_TIME_STAMP_NOW; //printf("Type is timestamp(%s)\n", pVal); return true; } if (len < 2) { return false; } //No appendix use usec as default if (isdigit(pVal[len - 1]) && isdigit(pVal[len - 2])) { *tsType = SML_TIME_STAMP_MICRO_SECONDS; //printf("Type is timestamp(%s)\n", pVal); return true; } if (pVal[len - 1] == 's') { switch (pVal[len - 2]) { case 'm': *tsType = SML_TIME_STAMP_MILLI_SECONDS; break; case 'u': *tsType = SML_TIME_STAMP_MICRO_SECONDS; break; case 'n': *tsType = SML_TIME_STAMP_NANO_SECONDS; break; default: if (isdigit(pVal[len - 2])) { *tsType = SML_TIME_STAMP_SECONDS; break; } else { return false; } } //printf("Type is timestamp(%s)\n", pVal); return true; } return false; } static bool convertStrToNumber(TAOS_SML_KV *pVal, char *str, SSmlLinesInfo* info) { errno = 0; uint8_t type = pVal->type; int16_t length = pVal->length; int64_t val_s; uint64_t val_u; double val_d; strntolower_s(str, str, (int32_t)strlen(str)); if (IS_FLOAT_TYPE(type)) { val_d = strtod(str, NULL); } else { if (IS_SIGNED_NUMERIC_TYPE(type)) { val_s = strtoll(str, NULL, 10); } else { val_u = strtoull(str, NULL, 10); } } if (errno == ERANGE) { tscError("SML:0x%"PRIx64" Convert number(%s) out of range", info->id, str); return false; } switch (type) { case TSDB_DATA_TYPE_TINYINT: if (!IS_VALID_TINYINT(val_s)) { return false; } pVal->value = calloc(length, 1); *(int8_t *)(pVal->value) = (int8_t)val_s; break; case TSDB_DATA_TYPE_UTINYINT: if (!IS_VALID_UTINYINT(val_u)) { return false; } pVal->value = calloc(length, 1); *(uint8_t *)(pVal->value) = (uint8_t)val_u; break; case TSDB_DATA_TYPE_SMALLINT: if (!IS_VALID_SMALLINT(val_s)) { return false; } pVal->value = calloc(length, 1); *(int16_t *)(pVal->value) = (int16_t)val_s; break; case TSDB_DATA_TYPE_USMALLINT: if (!IS_VALID_USMALLINT(val_u)) { return false; } pVal->value = calloc(length, 1); *(uint16_t *)(pVal->value) = (uint16_t)val_u; break; case TSDB_DATA_TYPE_INT: if (!IS_VALID_INT(val_s)) { return false; } pVal->value = calloc(length, 1); *(int32_t *)(pVal->value) = (int32_t)val_s; break; case TSDB_DATA_TYPE_UINT: if (!IS_VALID_UINT(val_u)) { return false; } pVal->value = calloc(length, 1); *(uint32_t *)(pVal->value) = (uint32_t)val_u; break; case TSDB_DATA_TYPE_BIGINT: if (!IS_VALID_BIGINT(val_s)) { return false; } pVal->value = calloc(length, 1); *(int64_t *)(pVal->value) = (int64_t)val_s; break; case TSDB_DATA_TYPE_UBIGINT: if (!IS_VALID_UBIGINT(val_u)) { return false; } pVal->value = calloc(length, 1); *(uint64_t *)(pVal->value) = (uint64_t)val_u; break; case TSDB_DATA_TYPE_FLOAT: if (!IS_VALID_FLOAT(val_d)) { return false; } pVal->value = calloc(length, 1); *(float *)(pVal->value) = (float)val_d; break; case TSDB_DATA_TYPE_DOUBLE: if (!IS_VALID_DOUBLE(val_d)) { return false; } pVal->value = calloc(length, 1); *(double *)(pVal->value) = (double)val_d; break; default: return false; } return true; } //len does not include '\0' from value. bool convertSmlValueType(TAOS_SML_KV *pVal, char *value, uint16_t len, SSmlLinesInfo* info) { if (len <= 0) { return false; } //integer number if (isTinyInt(value, len)) { pVal->type = TSDB_DATA_TYPE_TINYINT; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; value[len - 2] = '\0'; if (!isValidInteger(value) || !convertStrToNumber(pVal, value, info)) { return false; } return true; } if (isTinyUint(value, len)) { pVal->type = TSDB_DATA_TYPE_UTINYINT; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; value[len - 2] = '\0'; if (!isValidInteger(value) || !convertStrToNumber(pVal, value, info)) { return false; } return true; } if (isSmallInt(value, len)) { pVal->type = TSDB_DATA_TYPE_SMALLINT; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; value[len - 3] = '\0'; if (!isValidInteger(value) || !convertStrToNumber(pVal, value, info)) { return false; } return true; } if (isSmallUint(value, len)) { pVal->type = TSDB_DATA_TYPE_USMALLINT; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; value[len - 3] = '\0'; if (!isValidInteger(value) || !convertStrToNumber(pVal, value, info)) { return false; } return true; } if (isInt(value, len)) { pVal->type = TSDB_DATA_TYPE_INT; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; value[len - 3] = '\0'; if (!isValidInteger(value) || !convertStrToNumber(pVal, value, info)) { return false; } return true; } if (isUint(value, len)) { pVal->type = TSDB_DATA_TYPE_UINT; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; value[len - 3] = '\0'; if (!isValidInteger(value) || !convertStrToNumber(pVal, value, info)) { return false; } return true; } if (isBigInt(value, len)) { pVal->type = TSDB_DATA_TYPE_BIGINT; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; value[len - 3] = '\0'; if (!isValidInteger(value) || !convertStrToNumber(pVal, value, info)) { return false; } return true; } if (isBigUint(value, len)) { pVal->type = TSDB_DATA_TYPE_UBIGINT; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; value[len - 3] = '\0'; if (!isValidInteger(value) || !convertStrToNumber(pVal, value, info)) { return false; } return true; } //floating number if (isFloat(value, len)) { pVal->type = TSDB_DATA_TYPE_FLOAT; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; value[len - 3] = '\0'; if (!isValidFloat(value) || !convertStrToNumber(pVal, value, info)) { return false; } return true; } if (isDouble(value, len)) { pVal->type = TSDB_DATA_TYPE_DOUBLE; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; value[len - 3] = '\0'; if (!isValidFloat(value) || !convertStrToNumber(pVal, value, info)) { return false; } return true; } //binary if (isBinary(value, len)) { pVal->type = TSDB_DATA_TYPE_BINARY; pVal->length = len - 2; pVal->value = calloc(pVal->length, 1); //copy after " memcpy(pVal->value, value + 1, pVal->length); return true; } //nchar if (isNchar(value, len)) { pVal->type = TSDB_DATA_TYPE_NCHAR; pVal->length = len - 3; pVal->value = calloc(pVal->length, 1); //copy after L" memcpy(pVal->value, value + 2, pVal->length); return true; } //bool bool bVal; if (isBool(value, len, &bVal)) { pVal->type = TSDB_DATA_TYPE_BOOL; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; pVal->value = calloc(pVal->length, 1); memcpy(pVal->value, &bVal, pVal->length); return true; } //Handle default(no appendix) interger type as BIGINT if (isValidInteger(value)) { pVal->type = TSDB_DATA_TYPE_BIGINT; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; if (!convertStrToNumber(pVal, value, info)) { return false; } return true; } //Handle default(no appendix) floating number type as DOUBLE if (isValidFloat(value)) { pVal->type = TSDB_DATA_TYPE_DOUBLE; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; if (!convertStrToNumber(pVal, value, info)) { return false; } return true; } return false; } static int32_t getTimeStampValue(char *value, uint16_t len, SMLTimeStampType type, int64_t *ts) { if (len >= 2) { for (int i = 0; i < len - 2; ++i) { if(!isdigit(value[i])) { return TSDB_CODE_TSC_INVALID_TIME_STAMP; } } } //No appendix or no timestamp given (len = 0) if (len >= 1 && isdigit(value[len - 1]) && type != SML_TIME_STAMP_NOW) { type = SML_TIME_STAMP_MICRO_SECONDS; } if (len != 0) { *ts = (int64_t)strtoll(value, NULL, 10); } else { type = SML_TIME_STAMP_NOW; } switch (type) { case SML_TIME_STAMP_NOW: { *ts = taosGetTimestampNs(); break; } case SML_TIME_STAMP_SECONDS: { *ts = (int64_t)(*ts * 1e9); break; } case SML_TIME_STAMP_MILLI_SECONDS: { *ts = convertTimePrecision(*ts, TSDB_TIME_PRECISION_MILLI, TSDB_TIME_PRECISION_NANO); break; } case SML_TIME_STAMP_MICRO_SECONDS: { *ts = convertTimePrecision(*ts, TSDB_TIME_PRECISION_MICRO, TSDB_TIME_PRECISION_NANO); break; } case SML_TIME_STAMP_NANO_SECONDS: { *ts = *ts * 1; break; } default: { return TSDB_CODE_TSC_INVALID_TIME_STAMP; } } return TSDB_CODE_SUCCESS; } int32_t convertSmlTimeStamp(TAOS_SML_KV *pVal, char *value, uint16_t len, SSmlLinesInfo* info) { int32_t ret; SMLTimeStampType type; int64_t tsVal; strntolower_s(value, value, len); if (!isTimeStamp(value, len, &type)) { return TSDB_CODE_TSC_INVALID_TIME_STAMP; } ret = getTimeStampValue(value, len, type, &tsVal); if (ret) { return ret; } tscDebug("SML:0x%"PRIx64"Timestamp after conversion:%"PRId64, info->id, tsVal); pVal->type = TSDB_DATA_TYPE_TIMESTAMP; pVal->length = (int16_t)tDataTypes[pVal->type].bytes; pVal->value = calloc(pVal->length, 1); memcpy(pVal->value, &tsVal, pVal->length); return TSDB_CODE_SUCCESS; } static int32_t parseSmlTimeStamp(TAOS_SML_KV **pTS, const char **index, SSmlLinesInfo* info) { const char *start, *cur; int32_t ret = TSDB_CODE_SUCCESS; int len = 0; char key[] = "_ts"; char *value = NULL; start = cur = *index; *pTS = calloc(1, sizeof(TAOS_SML_KV)); while(*cur != '\0') { cur++; len++; } if (len > 0) { value = calloc(len + 1, 1); memcpy(value, start, len); } ret = convertSmlTimeStamp(*pTS, value, len, info); if (ret) { free(value); free(*pTS); return ret; } free(value); (*pTS)->key = calloc(sizeof(key), 1); memcpy((*pTS)->key, key, sizeof(key)); return ret; } bool checkDuplicateKey(char *key, SHashObj *pHash, SSmlLinesInfo* info) { char *val = NULL; char *cur = key; char keyLower[TSDB_COL_NAME_LEN]; size_t keyLen = 0; while(*cur != '\0') { keyLower[keyLen] = tolower(*cur); keyLen++; cur++; } keyLower[keyLen] = '\0'; val = taosHashGet(pHash, keyLower, keyLen); if (val) { tscError("SML:0x%"PRIx64" Duplicate key detected:%s", info->id, keyLower); return true; } uint8_t dummy_val = 0; taosHashPut(pHash, keyLower, strlen(key), &dummy_val, sizeof(uint8_t)); return false; } static int32_t parseSmlKey(TAOS_SML_KV *pKV, const char **index, SHashObj *pHash, SSmlLinesInfo* info) { const char *cur = *index; char key[TSDB_COL_NAME_LEN + 1]; // +1 to avoid key[len] over write uint16_t len = 0; //key field cannot start with digit if (isdigit(*cur)) { tscError("SML:0x%"PRIx64" Tag key cannnot start with digit", info->id); return TSDB_CODE_TSC_LINE_SYNTAX_ERROR; } while (*cur != '\0') { if (len > TSDB_COL_NAME_LEN - 1) { tscError("SML:0x%"PRIx64" Key field cannot exceeds 64 characters", info->id); return TSDB_CODE_TSC_INVALID_COLUMN_LENGTH; } //unescaped '=' identifies a tag key if (*cur == '=' && *(cur - 1) != '\\') { break; } //Escape special character if (*cur == '\\') { escapeSpecialCharacter(2, &cur); } key[len] = *cur; cur++; len++; } key[len] = '\0'; if (checkDuplicateKey(key, pHash, info)) { return TSDB_CODE_TSC_LINE_SYNTAX_ERROR; } pKV->key = calloc(len + 1, 1); memcpy(pKV->key, key, len + 1); //tscDebug("SML:0x%"PRIx64" Key:%s|len:%d", info->id, pKV->key, len); *index = cur + 1; return TSDB_CODE_SUCCESS; } static bool parseSmlValue(TAOS_SML_KV *pKV, const char **index, bool *is_last_kv, SSmlLinesInfo* info) { const char *start, *cur; char *value = NULL; uint16_t len = 0; start = cur = *index; while (1) { // unescaped ',' or ' ' or '\0' identifies a value if ((*cur == ',' || *cur == ' ' || *cur == '\0') && *(cur - 1) != '\\') { //unescaped ' ' or '\0' indicates end of value *is_last_kv = (*cur == ' ' || *cur == '\0') ? true : false; break; } //Escape special character if (*cur == '\\') { escapeSpecialCharacter(2, &cur); } cur++; len++; } value = calloc(len + 1, 1); memcpy(value, start, len); value[len] = '\0'; if (!convertSmlValueType(pKV, value, len, info)) { tscError("SML:0x%"PRIx64" Failed to convert sml value string(%s) to any type", info->id, value); //free previous alocated key field free(pKV->key); pKV->key = NULL; free(value); return TSDB_CODE_TSC_INVALID_VALUE; } free(value); *index = (*cur == '\0') ? cur : cur + 1; return TSDB_CODE_SUCCESS; } static int32_t parseSmlMeasurement(TAOS_SML_DATA_POINT *pSml, const char **index, uint8_t *has_tags, SSmlLinesInfo* info) { const char *cur = *index; uint16_t len = 0; pSml->stableName = calloc(TSDB_TABLE_NAME_LEN + 1, 1); // +1 to avoid 1772 line over write if (pSml->stableName == NULL){ return TSDB_CODE_TSC_OUT_OF_MEMORY; } if (isdigit(*cur)) { tscError("SML:0x%"PRIx64" Measurement field cannnot start with digit", info->id); free(pSml->stableName); pSml->stableName = NULL; return TSDB_CODE_TSC_LINE_SYNTAX_ERROR; } while (*cur != '\0') { if (len > TSDB_TABLE_NAME_LEN - 1) { tscError("SML:0x%"PRIx64" Measurement field cannot exceeds 192 characters", info->id); free(pSml->stableName); pSml->stableName = NULL; return TSDB_CODE_TSC_INVALID_TABLE_ID_LENGTH; } //first unescaped comma or space identifies measurement //if space detected first, meaning no tag in the input if (*cur == ',' && *(cur - 1) != '\\') { *has_tags = 1; break; } if (*cur == ' ' && *(cur - 1) != '\\') { break; } //Comma, Space, Backslash needs to be escaped if any if (*cur == '\\') { escapeSpecialCharacter(1, &cur); } pSml->stableName[len] = tolower(*cur); cur++; len++; } pSml->stableName[len] = '\0'; *index = cur + 1; tscDebug("SML:0x%"PRIx64" Stable name in measurement:%s|len:%d", info->id, pSml->stableName, len); return TSDB_CODE_SUCCESS; } //Table name can only contain digits(0-9),alphebet(a-z),underscore(_) int32_t isValidChildTableName(const char *pTbName, int16_t len, SSmlLinesInfo* info) { if (len > TSDB_TABLE_NAME_LEN - 1) { tscError("SML:0x%"PRIx64" child table name cannot exceeds 192 characters", info->id); return TSDB_CODE_TSC_INVALID_TABLE_ID_LENGTH; } const char *cur = pTbName; for (int i = 0; i < len; ++i) { if(!isdigit(cur[i]) && !isalpha(cur[i]) && (cur[i] != '_')) { return TSDB_CODE_TSC_LINE_SYNTAX_ERROR; } } return TSDB_CODE_SUCCESS; } static int32_t parseSmlKvPairs(TAOS_SML_KV **pKVs, int *num_kvs, const char **index, bool isField, TAOS_SML_DATA_POINT* smlData, SHashObj *pHash, SSmlLinesInfo* info) { const char *cur = *index; int32_t ret = TSDB_CODE_SUCCESS; TAOS_SML_KV *pkv; bool is_last_kv = false; int32_t capacity = 0; if (isField) { capacity = 64; *pKVs = calloc(capacity, sizeof(TAOS_SML_KV)); // leave space for timestamp; pkv = *pKVs; pkv++; } else { capacity = 8; *pKVs = calloc(capacity, sizeof(TAOS_SML_KV)); pkv = *pKVs; } while (*cur != '\0') { ret = parseSmlKey(pkv, &cur, pHash, info); if (ret) { tscError("SML:0x%"PRIx64" Unable to parse key", info->id); goto error; } ret = parseSmlValue(pkv, &cur, &is_last_kv, info); if (ret) { tscError("SML:0x%"PRIx64" Unable to parse value", info->id); goto error; } if (!isField && (strcasecmp(pkv->key, "ID") == 0) && pkv->type == TSDB_DATA_TYPE_BINARY) { ret = isValidChildTableName(pkv->value, pkv->length, info); if (ret) { goto error; } smlData->childTableName = malloc( pkv->length + 1); memcpy(smlData->childTableName, pkv->value, pkv->length); strntolower_s(smlData->childTableName, smlData->childTableName, (int32_t)pkv->length); smlData->childTableName[pkv->length] = '\0'; free(pkv->key); free(pkv->value); } else { *num_kvs += 1; } if (is_last_kv) { goto done; } //reallocate addtional memory for more kvs TAOS_SML_KV *more_kvs = NULL; if (isField) { if ((*num_kvs + 2) > capacity) { capacity *= 3; capacity /= 2; more_kvs = realloc(*pKVs, capacity * sizeof(TAOS_SML_KV)); } else { more_kvs = *pKVs; } } else { if ((*num_kvs + 1) > capacity) { capacity *= 3; capacity /= 2; more_kvs = realloc(*pKVs, capacity * sizeof(TAOS_SML_KV)); } else { more_kvs = *pKVs; } } if (!more_kvs) { goto error; } *pKVs = more_kvs; //move pKV points to next TAOS_SML_KV block if (isField) { pkv = *pKVs + *num_kvs + 1; } else { pkv = *pKVs + *num_kvs; } } goto done; error: return ret; done: *index = cur; return ret; } static void moveTimeStampToFirstKv(TAOS_SML_DATA_POINT** smlData, TAOS_SML_KV *ts) { TAOS_SML_KV* tsField = (*smlData)->fields; tsField->length = ts->length; tsField->type = ts->type; tsField->value = malloc(ts->length); tsField->key = malloc(strlen(ts->key) + 1); memcpy(tsField->key, ts->key, strlen(ts->key) + 1); memcpy(tsField->value, ts->value, ts->length); (*smlData)->fieldNum = (*smlData)->fieldNum + 1; free(ts->key); free(ts->value); free(ts); } int32_t tscParseLine(const char* sql, TAOS_SML_DATA_POINT* smlData, SSmlLinesInfo* info) { const char* index = sql; int32_t ret = TSDB_CODE_SUCCESS; uint8_t has_tags = 0; TAOS_SML_KV *timestamp = NULL; SHashObj *keyHashTable = taosHashInit(128, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY), true, false); ret = parseSmlMeasurement(smlData, &index, &has_tags, info); if (ret) { tscError("SML:0x%"PRIx64" Unable to parse measurement", info->id); taosHashCleanup(keyHashTable); return ret; } tscDebug("SML:0x%"PRIx64" Parse measurement finished, has_tags:%d", info->id, has_tags); //Parse Tags if (has_tags) { ret = parseSmlKvPairs(&smlData->tags, &smlData->tagNum, &index, false, smlData, keyHashTable, info); if (ret) { tscError("SML:0x%"PRIx64" Unable to parse tag", info->id); taosHashCleanup(keyHashTable); return ret; } } tscDebug("SML:0x%"PRIx64" Parse tags finished, num of tags:%d", info->id, smlData->tagNum); //Parse fields ret = parseSmlKvPairs(&smlData->fields, &smlData->fieldNum, &index, true, smlData, keyHashTable, info); if (ret) { tscError("SML:0x%"PRIx64" Unable to parse field", info->id); taosHashCleanup(keyHashTable); return ret; } tscDebug("SML:0x%"PRIx64" Parse fields finished, num of fields:%d", info->id, smlData->fieldNum); taosHashCleanup(keyHashTable); //Parse timestamp ret = parseSmlTimeStamp(×tamp, &index, info); if (ret) { tscError("SML:0x%"PRIx64" Unable to parse timestamp", info->id); return ret; } moveTimeStampToFirstKv(&smlData, timestamp); tscDebug("SML:0x%"PRIx64" Parse timestamp finished", info->id); return TSDB_CODE_SUCCESS; } //========================================================================= void destroySmlDataPoint(TAOS_SML_DATA_POINT* point) { for (int i=0; itagNum; ++i) { free((point->tags+i)->key); free((point->tags+i)->value); } free(point->tags); for (int i=0; ifieldNum; ++i) { free((point->fields+i)->key); free((point->fields+i)->value); } free(point->fields); free(point->stableName); free(point->childTableName); } int32_t tscParseLines(char* lines[], int numLines, SArray* points, SArray* failedLines, SSmlLinesInfo* info) { for (int32_t i = 0; i < numLines; ++i) { TAOS_SML_DATA_POINT point = {0}; int32_t code = tscParseLine(lines[i], &point, info); if (code != TSDB_CODE_SUCCESS) { tscError("SML:0x%"PRIx64" data point line parse failed. line %d : %s", info->id, i, lines[i]); destroySmlDataPoint(&point); return code; } else { tscDebug("SML:0x%"PRIx64" data point line parse success. line %d", info->id, i); } taosArrayPush(points, &point); } return TSDB_CODE_SUCCESS; } int taos_insert_sml_lines(TAOS* taos, char* lines[], int numLines) { int32_t code = 0; SSmlLinesInfo* info = tcalloc(1, sizeof(SSmlLinesInfo)); info->id = genLinesSmlId(); if (numLines <= 0 || numLines > 65536) { tscError("SML:0x%"PRIx64" taos_insert_lines numLines should be between 1 and 65536. numLines: %d", info->id, numLines); tfree(info); code = TSDB_CODE_TSC_APP_ERROR; return code; } for (int i = 0; i < numLines; ++i) { if (lines[i] == NULL) { tscError("SML:0x%"PRIx64" taos_insert_lines line %d is NULL", info->id, i); tfree(info); code = TSDB_CODE_TSC_APP_ERROR; return code; } } SArray* lpPoints = taosArrayInit(numLines, sizeof(TAOS_SML_DATA_POINT)); if (lpPoints == NULL) { tscError("SML:0x%"PRIx64" taos_insert_lines failed to allocate memory", info->id); tfree(info); return TSDB_CODE_TSC_OUT_OF_MEMORY; } tscDebug("SML:0x%"PRIx64" taos_insert_lines begin inserting %d lines, first line: %s", info->id, numLines, lines[0]); code = tscParseLines(lines, numLines, lpPoints, NULL, info); size_t numPoints = taosArrayGetSize(lpPoints); if (code != 0) { goto cleanup; } TAOS_SML_DATA_POINT* points = TARRAY_GET_START(lpPoints); code = tscSmlInsert(taos, points, (int)numPoints, info); if (code != 0) { tscError("SML:0x%"PRIx64" taos_sml_insert error: %s", info->id, tstrerror((code))); } cleanup: tscDebug("SML:0x%"PRIx64" taos_insert_lines finish inserting %d lines. code: %d", info->id, numLines, code); points = TARRAY_GET_START(lpPoints); numPoints = taosArrayGetSize(lpPoints); for (int i=0; i