提高M(jìn)ySQL 查詢效率的三個(gè)技巧第1/2頁(yè)
更新時(shí)間:2008年04月08日 20:59:18 作者:
MySQL由于它本身的小巧和操作的高效, 在數(shù)據(jù)庫(kù)應(yīng)用中越來(lái)越多的被采用.我在開(kāi)發(fā)一個(gè)P2P應(yīng)用的時(shí)候曾經(jīng)使用MySQL來(lái)保存P2P節(jié)點(diǎn),由于P2P的應(yīng)用中,結(jié)點(diǎn)數(shù)動(dòng)輒上萬(wàn)個(gè),而且節(jié)點(diǎn)變化頻繁,因此一定要保持查詢和插入的高效.以下是我在使用過(guò)程中做的提高效率的三個(gè)有效的嘗試. 1. 使用statement進(jìn)行綁定查詢 2. 隨機(jī)的獲取記錄 3. 使用連接池管理連接.
MySQL由于它本身的小巧和操作的高效, 在數(shù)據(jù)庫(kù)應(yīng)用中越來(lái)越多的被采用.我在開(kāi)發(fā)一個(gè)P2P應(yīng)用的時(shí)候曾經(jīng)使用MySQL來(lái)保存P2P節(jié)點(diǎn),由于P2P的應(yīng)用中,結(jié)點(diǎn)數(shù)動(dòng)輒上萬(wàn)個(gè),而且節(jié)點(diǎn)變化頻繁,因此一定要保持查詢和插入的高效.以下是我在使用過(guò)程中做的提高效率的三個(gè)有效的嘗試.
l 使用statement進(jìn)行綁定查詢
使用statement可以提前構(gòu)建查詢語(yǔ)法樹(shù),在查詢時(shí)不再需要構(gòu)建語(yǔ)法樹(shù)就直接查詢.因此可以很好的提高查詢的效率. 這個(gè)方法適合于查詢條件固定但查詢非常頻繁的場(chǎng)合.
使用方法是:
綁定, 創(chuàng)建一個(gè)MYSQL_STMT變量,與對(duì)應(yīng)的查詢字符串綁定,字符串中的問(wèn)號(hào)代表要傳入的變量,每個(gè)問(wèn)號(hào)都必須指定一個(gè)變量.
查詢, 輸入每個(gè)指定的變量, 傳入MYSQL_STMT變量用可用的連接句柄執(zhí)行.
代碼如下:
//1.綁定
bool CDBManager::BindInsertStmt(MYSQL * connecthandle)
{
//作插入操作的綁定
MYSQL_BIND insertbind[FEILD_NUM];
if(m_stInsertParam == NULL)
m_stInsertParam = new CHostCacheTable;
m_stInsertStmt = mysql_stmt_init(connecthandle);
//構(gòu)建綁定字符串
char insertSQL[SQL_LENGTH];
strcpy(insertSQL, "insert into HostCache(SessionID, ChannelID, ISPType, "
"ExternalIP, ExternalPort, InternalIP, InternalPort) "
"values(?, ?, ?, ?, ?, ?, ?)");
mysql_stmt_prepare(m_stInsertStmt, insertSQL, strlen(insertSQL));
int param_count= mysql_stmt_param_count(m_stInsertStmt);
if(param_count != FEILD_NUM)
return false;
//填充bind結(jié)構(gòu)數(shù)組, m_sInsertParam是這個(gè)statement關(guān)聯(lián)的結(jié)構(gòu)變量
memset(insertbind, 0, sizeof(insertbind));
insertbind[0].buffer_type = MYSQL_TYPE_STRING;
insertbind[0].buffer_length = ID_LENGTH /* -1 */;
insertbind[0].buffer = (char *)m_stInsertParam->sessionid;
insertbind[0].is_null = 0;
insertbind[0].length = 0;
insertbind[1].buffer_type = MYSQL_TYPE_STRING;
insertbind[1].buffer_length = ID_LENGTH /* -1 */;
insertbind[1].buffer = (char *)m_stInsertParam->channelid;
insertbind[1].is_null = 0;
insertbind[1].length = 0;
insertbind[2].buffer_type = MYSQL_TYPE_TINY;
insertbind[2].buffer = (char *)&m_stInsertParam->ISPtype;
insertbind[2].is_null = 0;
insertbind[2].length = 0;
insertbind[3].buffer_type = MYSQL_TYPE_LONG;
insertbind[3].buffer = (char *)&m_stInsertParam->externalIP;
insertbind[3].is_null = 0;
insertbind[3].length = 0;
insertbind[4].buffer_type = MYSQL_TYPE_SHORT;
insertbind[4].buffer = (char *)&m_stInsertParam->externalPort;
insertbind[4].is_null = 0;
insertbind[4].length = 0;
insertbind[5].buffer_type = MYSQL_TYPE_LONG;
insertbind[5].buffer = (char *)&m_stInsertParam->internalIP;
insertbind[5].is_null = 0;
insertbind[5].length = 0;
insertbind[6].buffer_type = MYSQL_TYPE_SHORT;
insertbind[6].buffer = (char *)&m_stInsertParam->internalPort;
insertbind[6].is_null = 0;
insertbind[6].is_null = 0;
//綁定
if (mysql_stmt_bind_param(m_stInsertStmt, insertbind))
return false;
return true;
}
//2.查詢
bool CDBManager::InsertHostCache2(MYSQL * connecthandle, char * sessionid, char * channelid, int ISPtype, \
unsigned int eIP, unsigned short eport, unsigned int iIP, unsigned short iport)
{
//填充結(jié)構(gòu)變量m_sInsertParam
strcpy(m_stInsertParam->sessionid, sessionid);
strcpy(m_stInsertParam->channelid, channelid);
m_stInsertParam->ISPtype = ISPtype;
m_stInsertParam->externalIP = eIP;
m_stInsertParam->externalPort = eport;
m_stInsertParam->internalIP = iIP;
m_stInsertParam->internalPort = iport;
//執(zhí)行statement,性能瓶頸處
if(mysql_stmt_execute(m_stInsertStmt))
return false;
return true;
}
l 隨機(jī)的獲取記錄
在某些數(shù)據(jù)庫(kù)的應(yīng)用中, 我們并不是要獲取所有的滿足條件的記錄,而只是要隨機(jī)挑選出滿足條件的記錄. 這種情況常見(jiàn)于數(shù)據(jù)業(yè)務(wù)的統(tǒng)計(jì)分析,從大容量數(shù)據(jù)庫(kù)中獲取小量的數(shù)據(jù)的場(chǎng)合.
有兩種方法可以做到
1. 常規(guī)方法,首先查詢出所有滿足條件的記錄,然后隨機(jī)的挑選出部分記錄.這種方法在滿足條件的記錄數(shù)很多時(shí)效果不理想.
2. 使用limit語(yǔ)法,先獲取滿足條件的記錄條數(shù), 然后在sql查詢語(yǔ)句中加入limit來(lái)限制只查詢滿足要求的一段記錄. 這種方法雖然要查詢兩次,但是在數(shù)據(jù)量大時(shí)反而比較高效.
示例代碼如下:
//1.常規(guī)的方法
//性能瓶頸,10萬(wàn)條記錄時(shí),執(zhí)行查詢140ms, 獲取結(jié)果集500ms,其余可忽略
int CDBManager::QueryHostCache(MYSQL* connecthandle, char * channelid, int ISPtype, CDBManager::CHostCacheTable * &hostcache)
{
char selectSQL[SQL_LENGTH];
memset(selectSQL, 0, sizeof(selectSQL));
sprintf(selectSQL,"select * from HostCache where ChannelID = '%s' and ISPtype = %d", channelid, ISPtype);
if(mysql_real_query(connecthandle, selectSQL, strlen(selectSQL)) != 0) //檢索
return 0;
//獲取結(jié)果集
m_pResultSet = mysql_store_result(connecthandle);
if(!m_pResultSet) //獲取結(jié)果集出錯(cuò)
return 0;
int iAllNumRows = (int)(mysql_num_rows(m_pResultSet)); ///<所有的搜索結(jié)果數(shù)
//計(jì)算待返回的結(jié)果數(shù)
int iReturnNumRows = (iAllNumRows <= RETURN_QUERY_HOST_NUM)? iAllNumRows:RETURN_QUERY_HOST_NUM;
if(iReturnNumRows <= RETURN_QUERY_HOST_NUM)
{
//獲取逐條記錄
for(int i = 0; i<iReturnNumRows; i++)
{
//獲取逐個(gè)字段
m_Row = mysql_fetch_row(m_pResultSet);
if(m_Row[0] != NULL)
strcpy(hostcache[i].sessionid, m_Row[0]);
if(m_Row[1] != NULL)
strcpy(hostcache[i].channelid, m_Row[1]);
if(m_Row[2] != NULL)
hostcache[i].ISPtype = atoi(m_Row[2]);
if(m_Row[3] != NULL)
hostcache[i].externalIP = atoi(m_Row[3]);
if(m_Row[4] != NULL)
hostcache[i].externalPort = atoi(m_Row[4]);
if(m_Row[5] != NULL)
hostcache[i].internalIP = atoi(m_Row[5]);
if(m_Row[6] != NULL)
hostcache[i].internalPort = atoi(m_Row[6]);
}
}
else
{
//隨機(jī)的挑選指定條記錄返回
int iRemainder = iAllNumRows%iReturnNumRows; ///<余數(shù)
int iQuotient = iAllNumRows/iReturnNumRows; ///<商
int iStartIndex = rand()%(iRemainder + 1); ///<開(kāi)始下標(biāo)
//獲取逐條記錄
for(int iSelectedIndex = 0; iSelectedIndex < iReturnNumRows; iSelectedIndex++)
{
mysql_data_seek(m_pResultSet, iStartIndex + iQuotient * iSelectedIndex);
m_Row = mysql_fetch_row(m_pResultSet);
if(m_Row[0] != NULL)
strcpy(hostcache[iSelectedIndex].sessionid, m_Row[0]);
if(m_Row[1] != NULL)
strcpy(hostcache[iSelectedIndex].channelid, m_Row[1]);
if(m_Row[2] != NULL)
hostcache[iSelectedIndex].ISPtype = atoi(m_Row[2]);
if(m_Row[3] != NULL)
hostcache[iSelectedIndex].externalIP = atoi(m_Row[3]);
if(m_Row[4] != NULL)
hostcache[iSelectedIndex].externalPort = atoi(m_Row[4]);
if(m_Row[5] != NULL)
hostcache[iSelectedIndex].internalIP = atoi(m_Row[5]);
if(m_Row[6] != NULL)
hostcache[iSelectedIndex].internalPort = atoi(m_Row[6]);
}
}
//釋放結(jié)果集內(nèi)容
mysql_free_result(m_pResultSet);
return iReturnNumRows;
}
l 使用statement進(jìn)行綁定查詢
使用statement可以提前構(gòu)建查詢語(yǔ)法樹(shù),在查詢時(shí)不再需要構(gòu)建語(yǔ)法樹(shù)就直接查詢.因此可以很好的提高查詢的效率. 這個(gè)方法適合于查詢條件固定但查詢非常頻繁的場(chǎng)合.
使用方法是:
綁定, 創(chuàng)建一個(gè)MYSQL_STMT變量,與對(duì)應(yīng)的查詢字符串綁定,字符串中的問(wèn)號(hào)代表要傳入的變量,每個(gè)問(wèn)號(hào)都必須指定一個(gè)變量.
查詢, 輸入每個(gè)指定的變量, 傳入MYSQL_STMT變量用可用的連接句柄執(zhí)行.
代碼如下:
//1.綁定
bool CDBManager::BindInsertStmt(MYSQL * connecthandle)
{
//作插入操作的綁定
MYSQL_BIND insertbind[FEILD_NUM];
if(m_stInsertParam == NULL)
m_stInsertParam = new CHostCacheTable;
m_stInsertStmt = mysql_stmt_init(connecthandle);
//構(gòu)建綁定字符串
char insertSQL[SQL_LENGTH];
strcpy(insertSQL, "insert into HostCache(SessionID, ChannelID, ISPType, "
"ExternalIP, ExternalPort, InternalIP, InternalPort) "
"values(?, ?, ?, ?, ?, ?, ?)");
mysql_stmt_prepare(m_stInsertStmt, insertSQL, strlen(insertSQL));
int param_count= mysql_stmt_param_count(m_stInsertStmt);
if(param_count != FEILD_NUM)
return false;
//填充bind結(jié)構(gòu)數(shù)組, m_sInsertParam是這個(gè)statement關(guān)聯(lián)的結(jié)構(gòu)變量
memset(insertbind, 0, sizeof(insertbind));
insertbind[0].buffer_type = MYSQL_TYPE_STRING;
insertbind[0].buffer_length = ID_LENGTH /* -1 */;
insertbind[0].buffer = (char *)m_stInsertParam->sessionid;
insertbind[0].is_null = 0;
insertbind[0].length = 0;
insertbind[1].buffer_type = MYSQL_TYPE_STRING;
insertbind[1].buffer_length = ID_LENGTH /* -1 */;
insertbind[1].buffer = (char *)m_stInsertParam->channelid;
insertbind[1].is_null = 0;
insertbind[1].length = 0;
insertbind[2].buffer_type = MYSQL_TYPE_TINY;
insertbind[2].buffer = (char *)&m_stInsertParam->ISPtype;
insertbind[2].is_null = 0;
insertbind[2].length = 0;
insertbind[3].buffer_type = MYSQL_TYPE_LONG;
insertbind[3].buffer = (char *)&m_stInsertParam->externalIP;
insertbind[3].is_null = 0;
insertbind[3].length = 0;
insertbind[4].buffer_type = MYSQL_TYPE_SHORT;
insertbind[4].buffer = (char *)&m_stInsertParam->externalPort;
insertbind[4].is_null = 0;
insertbind[4].length = 0;
insertbind[5].buffer_type = MYSQL_TYPE_LONG;
insertbind[5].buffer = (char *)&m_stInsertParam->internalIP;
insertbind[5].is_null = 0;
insertbind[5].length = 0;
insertbind[6].buffer_type = MYSQL_TYPE_SHORT;
insertbind[6].buffer = (char *)&m_stInsertParam->internalPort;
insertbind[6].is_null = 0;
insertbind[6].is_null = 0;
//綁定
if (mysql_stmt_bind_param(m_stInsertStmt, insertbind))
return false;
return true;
}
//2.查詢
bool CDBManager::InsertHostCache2(MYSQL * connecthandle, char * sessionid, char * channelid, int ISPtype, \
unsigned int eIP, unsigned short eport, unsigned int iIP, unsigned short iport)
{
//填充結(jié)構(gòu)變量m_sInsertParam
strcpy(m_stInsertParam->sessionid, sessionid);
strcpy(m_stInsertParam->channelid, channelid);
m_stInsertParam->ISPtype = ISPtype;
m_stInsertParam->externalIP = eIP;
m_stInsertParam->externalPort = eport;
m_stInsertParam->internalIP = iIP;
m_stInsertParam->internalPort = iport;
//執(zhí)行statement,性能瓶頸處
if(mysql_stmt_execute(m_stInsertStmt))
return false;
return true;
}
l 隨機(jī)的獲取記錄
在某些數(shù)據(jù)庫(kù)的應(yīng)用中, 我們并不是要獲取所有的滿足條件的記錄,而只是要隨機(jī)挑選出滿足條件的記錄. 這種情況常見(jiàn)于數(shù)據(jù)業(yè)務(wù)的統(tǒng)計(jì)分析,從大容量數(shù)據(jù)庫(kù)中獲取小量的數(shù)據(jù)的場(chǎng)合.
有兩種方法可以做到
1. 常規(guī)方法,首先查詢出所有滿足條件的記錄,然后隨機(jī)的挑選出部分記錄.這種方法在滿足條件的記錄數(shù)很多時(shí)效果不理想.
2. 使用limit語(yǔ)法,先獲取滿足條件的記錄條數(shù), 然后在sql查詢語(yǔ)句中加入limit來(lái)限制只查詢滿足要求的一段記錄. 這種方法雖然要查詢兩次,但是在數(shù)據(jù)量大時(shí)反而比較高效.
示例代碼如下:
//1.常規(guī)的方法
//性能瓶頸,10萬(wàn)條記錄時(shí),執(zhí)行查詢140ms, 獲取結(jié)果集500ms,其余可忽略
int CDBManager::QueryHostCache(MYSQL* connecthandle, char * channelid, int ISPtype, CDBManager::CHostCacheTable * &hostcache)
{
char selectSQL[SQL_LENGTH];
memset(selectSQL, 0, sizeof(selectSQL));
sprintf(selectSQL,"select * from HostCache where ChannelID = '%s' and ISPtype = %d", channelid, ISPtype);
if(mysql_real_query(connecthandle, selectSQL, strlen(selectSQL)) != 0) //檢索
return 0;
//獲取結(jié)果集
m_pResultSet = mysql_store_result(connecthandle);
if(!m_pResultSet) //獲取結(jié)果集出錯(cuò)
return 0;
int iAllNumRows = (int)(mysql_num_rows(m_pResultSet)); ///<所有的搜索結(jié)果數(shù)
//計(jì)算待返回的結(jié)果數(shù)
int iReturnNumRows = (iAllNumRows <= RETURN_QUERY_HOST_NUM)? iAllNumRows:RETURN_QUERY_HOST_NUM;
if(iReturnNumRows <= RETURN_QUERY_HOST_NUM)
{
//獲取逐條記錄
for(int i = 0; i<iReturnNumRows; i++)
{
//獲取逐個(gè)字段
m_Row = mysql_fetch_row(m_pResultSet);
if(m_Row[0] != NULL)
strcpy(hostcache[i].sessionid, m_Row[0]);
if(m_Row[1] != NULL)
strcpy(hostcache[i].channelid, m_Row[1]);
if(m_Row[2] != NULL)
hostcache[i].ISPtype = atoi(m_Row[2]);
if(m_Row[3] != NULL)
hostcache[i].externalIP = atoi(m_Row[3]);
if(m_Row[4] != NULL)
hostcache[i].externalPort = atoi(m_Row[4]);
if(m_Row[5] != NULL)
hostcache[i].internalIP = atoi(m_Row[5]);
if(m_Row[6] != NULL)
hostcache[i].internalPort = atoi(m_Row[6]);
}
}
else
{
//隨機(jī)的挑選指定條記錄返回
int iRemainder = iAllNumRows%iReturnNumRows; ///<余數(shù)
int iQuotient = iAllNumRows/iReturnNumRows; ///<商
int iStartIndex = rand()%(iRemainder + 1); ///<開(kāi)始下標(biāo)
//獲取逐條記錄
for(int iSelectedIndex = 0; iSelectedIndex < iReturnNumRows; iSelectedIndex++)
{
mysql_data_seek(m_pResultSet, iStartIndex + iQuotient * iSelectedIndex);
m_Row = mysql_fetch_row(m_pResultSet);
if(m_Row[0] != NULL)
strcpy(hostcache[iSelectedIndex].sessionid, m_Row[0]);
if(m_Row[1] != NULL)
strcpy(hostcache[iSelectedIndex].channelid, m_Row[1]);
if(m_Row[2] != NULL)
hostcache[iSelectedIndex].ISPtype = atoi(m_Row[2]);
if(m_Row[3] != NULL)
hostcache[iSelectedIndex].externalIP = atoi(m_Row[3]);
if(m_Row[4] != NULL)
hostcache[iSelectedIndex].externalPort = atoi(m_Row[4]);
if(m_Row[5] != NULL)
hostcache[iSelectedIndex].internalIP = atoi(m_Row[5]);
if(m_Row[6] != NULL)
hostcache[iSelectedIndex].internalPort = atoi(m_Row[6]);
}
}
//釋放結(jié)果集內(nèi)容
mysql_free_result(m_pResultSet);
return iReturnNumRows;
}
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