java - 分頁(yè)查詢中如何使用多線程加快處理速度?
問(wèn)題描述
一個(gè)歷史表中有大量的數(shù)據(jù),現(xiàn)在要通過(guò)分頁(yè)式查詢處理轉(zhuǎn)換數(shù)據(jù)。
現(xiàn)在將處理數(shù)據(jù)的邏輯放在線程池中處理,以加快處理流程。
可是總是出現(xiàn)事務(wù)方面的異常
比如 : SQLNonTransientConnectionException
請(qǐng)問(wèn)該如何解決上述異常,或者有什么好的多線程分頁(yè)查詢處理方案?
原來(lái)問(wèn)題描述不太清楚,現(xiàn)在添加以下代碼(手敲,如果有錯(cuò),請(qǐng)多包含)
分頁(yè)式查詢邏輯:
int pageSize = 100;int currentPageLength = 0;int pageIndex = 0;ExecutorService exe = newFixedThreadPool(Runtime.getRuntime().availableProcessors());do { int offset = pageIndex * pageSize; List<TradeInfo> tradeInfos = tradeInfoService.findTradeInfoBysPage(queryParams,offset,pageSize); if (null != tradeInfos && tradeInfos.size() > 0) {currentPageLength = tradeInfos.size();TradeInfoProcesserTask task = new TradeInfoProcesserTask(tradeInfos );exe.execute(task);pageIndex++; }else{System.out.println('Page Query TradeInfo Got NOTHING! Break query loop!');break; }} while (currentPageLength == pageSize);exe.shutdown();while(true) { if(exe.isTerminated()){doOtherThings();System.out.println('分頁(yè)式多線程處理數(shù)據(jù)完畢!');break; }}
數(shù)據(jù)處理邏輯:
public class TradeInfoProcesserTask implements Runnable{ private volatile List<TradeInfo> tradeInfos;public TradeInfoProcesserTask (List<TradeInfo> _tradeInfos){tradeInfos = _tradeInfos; }@Override public void run() {processTradeInfos(); }private void processTradeInfos(){//do something with tradeInfos ..... }}
問(wèn)題解答
回答1:邏輯先不說(shuō)。現(xiàn)在沒(méi)有判斷多線程是否全部執(zhí)行完,while循環(huán)完就shutdown。。。將CountDownLatch通過(guò)構(gòu)造器傳入線程

ExecutorService exe = newFixedThreadPool(Runtime.getRuntime().availableProcessors());CountDownLatch latch = new CountDownLatch(?); //?代表開(kāi)啟全部線程的數(shù)量do { int offset = pageIndex * pageSize; List<TradeInfo> tradeInfos = tradeInfoService.findTradeInfoBysPage(queryParams,offset,pageSize); if (null != tradeInfos && tradeInfos.size() > 0) {currentPageLength = tradeInfos.size();TradeInfoProcesserTask task = new TradeInfoProcesserTask(tradeInfos, latch);exe.execute(task);pageIndex++; }else{System.out.println('Page Query TradeInfo Got NOTHING! Break query loop!');break; }} while (currentPageLength == pageSize);latch.await(); //多線程全部執(zhí)行完exe.shutdown();doOtherThings();System.out.println('分頁(yè)式多線程處理數(shù)據(jù)完畢!');
public class TradeInfoProcesserTask implements Runnable{ private volatile List<TradeInfo> tradeInfos; private CountDownLatch latch;public TradeInfoProcesserTask (List<TradeInfo> _tradeInfos, CountDownLatch latch){tradeInfos = _tradeInfos;this.latch = latch; }@Override public void run() {processTradeInfos();latch.countDown(); }private void processTradeInfos(){//do something with tradeInfos ..... }}回答2:
分頁(yè)查詢是不并發(fā)(DAO)的,數(shù)據(jù)處理是并發(fā)(Service),所以你的事務(wù)級(jí)級(jí)別是設(shè)置在哪個(gè)環(huán)節(jié)呢?
相關(guān)文章:
1. node.js - mongodb查找子對(duì)象的名稱為某個(gè)值的對(duì)象的方法2. javascript - QQ第三方登錄的問(wèn)題3. 測(cè)試自動(dòng)化html元素選擇器元素ID或DataAttribute [關(guān)閉]4. 運(yùn)行python程序時(shí)出現(xiàn)“應(yīng)用程序發(fā)生異常”的內(nèi)存錯(cuò)誤?5. spring-mvc - spring-session-redis HttpSessionListener失效6. 在mac下出現(xiàn)了兩個(gè)docker環(huán)境7. 利用IPMI遠(yuǎn)程安裝centos報(bào)錯(cuò)!8. mysql - 查詢 修改數(shù)據(jù)庫(kù)優(yōu)化問(wèn)題吧9. 正在使用electron和node.js做桌面應(yīng)用,需要實(shí)時(shí)監(jiān)聽(tīng)是否有網(wǎng)絡(luò)連接,node或者electron是否可以做到10. java - Spring boot 讀取 放在 jar 包外的,log4j 配置文件,系統(tǒng)有創(chuàng)建日志文件,不寫入日志信息。

網(wǎng)公網(wǎng)安備