{"id":113968,"date":"2026-10-08T02:17:19","date_gmt":"2026-10-07T18:17:19","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/113968.html"},"modified":"2026-10-08T02:17:19","modified_gmt":"2026-10-07T18:17:19","slug":"%e5%9c%a8%e5%be%ae%e6%9c%8d%e5%8a%a1%e6%9e%b6%e6%9e%84%e4%b8%8e%e5%88%86%e5%b8%83%e5%bc%8f%e7%b3%bb%e7%bb%9f%e7%9b%9b%e8%a1%8c%e7%9a%84%e4%bb%8a%e5%a4%a9%ef%bc%8c%e6%95%b0%e6%8d%ae%e4%b8%80%e8%87%b4","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/113968.html","title":{"rendered":"\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e0e\u5206\u5e03\u5f0f\u7cfb\u7edf\u76db\u884c\u7684\u4eca\u5929\uff0c\u6570\u636e\u4e00\u81f4\u6027\u95ee\u9898\u6210\u4e3a\u5f00\u53d1\u8005\u5fc5\u987b\u76f4\u9762\u7684\u6838\u5fc3\u6311\u6218\u3002\u4f20\u7edf\u7684\u672c\u5730\u4e8b\u52a1\uff08ACID\uff09\u5728\u8de8\u670d\u52a1\u3001\u8de8\u6570\u636e\u5e93\u7684\u573a\u666f\u4e0b\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\uff0c\u5206\u5e03\u5f0f\u4e8b\u52a1\u5e94\u8fd0\u800c\u751f\u3002\u672c\u6587\u5c06\u4ece\u5b9e\u6218\u89d2\u5ea6\u51fa\u53d1\uff0c\u6df1\u5165\u5256\u67906\u79cd"},"content":{"rendered":"<p>\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e0e\u5206\u5e03\u5f0f\u7cfb\u7edf\u76db\u884c\u7684\u4eca\u5929&#xff0c;\u6570\u636e\u4e00\u81f4\u6027\u95ee\u9898\u6210\u4e3a\u5f00\u53d1\u8005\u5fc5\u987b\u76f4\u9762\u7684\u6838\u5fc3\u6311\u6218\u3002\u4f20\u7edf\u7684\u672c\u5730\u4e8b\u52a1&#xff08;ACID&#xff09;\u5728\u8de8\u670d\u52a1\u3001\u8de8\u6570\u636e\u5e93\u7684\u573a\u666f\u4e0b\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3&#xff0c;\u5206\u5e03\u5f0f\u4e8b\u52a1\u5e94\u8fd0\u800c\u751f\u3002\u672c\u6587\u5c06\u4ece\u5b9e\u6218\u89d2\u5ea6\u51fa\u53d1&#xff0c;\u6df1\u5165\u5256\u67906\u79cd\u4e3b\u6d41\u7684\u5206\u5e03\u5f0f\u4e8b\u52a1\u89e3\u51b3\u65b9\u6848&#xff0c;\u5e76\u9644\u4e0a\u53ef\u8fd0\u884c\u7684\u4ee3\u7801\u793a\u4f8b&#xff0c;\u52a9\u4f60\u6839\u636e\u4e1a\u52a1\u573a\u666f\u7cbe\u51c6\u9009\u578b\u3002### 1. \u4e24\u9636\u6bb5\u63d0\u4ea4&#xff08;2PC\/XA&#xff09;\u539f\u7406&#xff1a;\u5f15\u5165\u5168\u5c40\u4e8b\u52a1\u7ba1\u7406\u5668&#xff08;TM&#xff09;&#xff0c;\u5206\u4e24\u9636\u6bb5\u534f\u8c03\u591a\u4e2a\u8d44\u6e90\u7ba1\u7406\u5668&#xff08;RM&#xff09;\u3002\u9636\u6bb5\u4e00&#xff1a;TM\u8be2\u95ee\u6240\u6709RM\u662f\u5426\u53ef\u63d0\u4ea4&#xff1b;\u9636\u6bb5\u4e8c&#xff1a;\u82e5\u5168\u90e8\u540c\u610f\u5219\u5168\u5c40\u63d0\u4ea4&#xff0c;\u5426\u5219\u5168\u5c40\u56de\u6eda\u3002\u4f18\u70b9&#xff1a;\u5f3a\u4e00\u81f4\u6027&#xff0c;\u5b9e\u73b0\u7b80\u5355\u3002  \u7f3a\u70b9&#xff1a;\u5b58\u5728\u540c\u6b65\u963b\u585e&#xff0c;\u534f\u8c03\u8005\u5355\u70b9&#xff0c;\u6781\u7aef\u60c5\u51b5\u4e0b\u53ef\u80fd\u963b\u585e&#xff08;\u5982\u534f\u8c03\u8005\u5b95\u673a&#xff09;\u3002\u9002\u7528\u573a\u666f&#xff1a;\u5bf9\u4e00\u81f4\u6027\u8981\u6c42\u6781\u9ad8\u3001\u5e76\u53d1\u91cf\u4f4e\u7684\u5185\u90e8\u7cfb\u7edf\u3002\u4ee3\u7801\u793a\u4f8b&#xff08;Java &#043; JTA&#xff09;&#xff1a;javaimport javax.transaction.UserTransaction;import javax.naming.InitialContext;public class TwoPhaseCommitDemo {    public void transfer() throws Exception {        InitialContext ctx &#061; new InitialContext();        UserTransaction utx &#061; (UserTransaction) ctx.lookup(&#034;java:comp\/UserTransaction&#034;);        try {            utx.begin();            \/\/ \u64cd\u4f5c\u6570\u636e\u5e93A            jdbcA.execute(&#034;UPDATE account SET balance &#061; balance &#8211; 100 WHERE id &#061; 1&#034;);            \/\/ \u64cd\u4f5c\u6570\u636e\u5e93B            jdbcB.execute(&#034;UPDATE account SET balance &#061; balance &#043; 100 WHERE id &#061; 2&#034;);            utx.commit(); \/\/ \u5168\u5c40\u63d0\u4ea4        } catch (Exception e) {            utx.rollback(); \/\/ \u5168\u5c40\u56de\u6eda            throw e;        }    }}### 2. \u4e09\u9636\u6bb5\u63d0\u4ea4&#xff08;3PC&#xff09;\u539f\u7406&#xff1a;\u57282PC\u57fa\u7840\u4e0a\u5f15\u5165\u201c\u51c6\u5907\u63d0\u4ea4\u201d\u9636\u6bb5&#xff08;CanCommit, PreCommit, DoCommit&#xff09;&#xff0c;\u589e\u52a0\u8d85\u65f6\u673a\u5236&#xff0c;\u964d\u4f4e\u963b\u585e\u98ce\u9669\u3002\u4f18\u70b9&#xff1a;\u89e3\u51b3\u534f\u8c03\u8005\u6545\u969c\u5bfc\u81f4\u7684\u963b\u585e\u95ee\u9898\u3002  \u7f3a\u70b9&#xff1a;\u5b9e\u73b0\u590d\u6742&#xff0c;\u6781\u7aef\u60c5\u51b5\u4ecd\u65e0\u6cd5\u4fdd\u8bc1\u5b8c\u5168\u4e00\u81f4\u6027\u3002\u9002\u7528\u573a\u666f&#xff1a;\u5bf92PC\u963b\u585e\u654f\u611f&#xff0c;\u4f46\u53ef\u5bb9\u5fcd\u5c11\u91cf\u4e0d\u4e00\u81f4\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u3002\u4ee3\u7801\u793a\u4f8b&#xff08;\u4f2a\u4ee3\u7801&#xff09;&#xff1a;python# \u4e09\u9636\u6bb5\u63d0\u4ea4\u72b6\u6001\u673a\u793a\u610fclass ThreePhaseCommit:    def can_commit(self, participants):        for p in participants:            if not p.prepare():                return False        return True    def pre_commit(self, participants):        for p in participants:            p.pre_commit()  # \u5199\u5165undo\u65e5\u5fd7    def do_commit(self, participants):        for p in participants:            p.commit()      # \u6700\u7ec8\u63d0\u4ea4### 3. \u672c\u5730\u6d88\u606f\u8868&#xff08;\u5f02\u6b65\u786e\u4fdd&#xff09;\u539f\u7406&#xff1a;\u6838\u5fc3\u601d\u8def\u662f\u201c\u6700\u7ec8\u4e00\u81f4\u6027\u201d\u3002\u5728\u4e1a\u52a1\u64cd\u4f5c\u6240\u5728\u7684\u6570\u636e\u5e93\u4e2d\u521b\u5efa\u6d88\u606f\u8868&#xff0c;\u5c06\u4e1a\u52a1\u64cd\u4f5c\u4e0e\u5199\u6d88\u606f\u8868\u653e\u5728\u540c\u4e00\u4e2a\u672c\u5730\u4e8b\u52a1\u4e2d&#xff0c;\u7136\u540e\u901a\u8fc7\u5b9a\u65f6\u4efb\u52a1\u6216\u6d88\u606f\u961f\u5217\u5c06\u6d88\u606f\u53d1\u9001\u7ed9\u4e0b\u6e38\u670d\u52a1&#xff0c;\u4e0b\u6e38\u6d88\u8d39\u6210\u529f\u540e\u56de\u8c03\u786e\u8ba4\u3002\u4f18\u70b9&#xff1a;\u65e0\u5f3a\u4f9d\u8d56&#xff0c;\u6027\u80fd\u8f83\u597d&#xff0c;\u53ef\u9760\u6027\u9ad8\u3002  \u7f3a\u70b9&#xff1a;\u9700\u8981\u989d\u5916\u7ef4\u62a4\u6d88\u606f\u8868&#xff0c;\u5b58\u5728\u6d88\u606f\u91cd\u590d\u6d88\u8d39\u95ee\u9898&#xff08;\u9700\u5e42\u7b49&#xff09;\u3002\u9002\u7528\u573a\u666f&#xff1a;\u8ba2\u5355\u7cfb\u7edf\u3001\u652f\u4ed8\u7cfb\u7edf\u7b49\u5bf9\u4e00\u81f4\u6027\u8981\u6c42\u4e2d\u7b49\u3001\u6027\u80fd\u8981\u6c42\u9ad8\u7684\u573a\u666f\u3002\u4ee3\u7801\u793a\u4f8b&#xff08;Spring &#043; MyBatis&#xff09;&#xff1a;java&#064;Transactionalpublic void createOrder(Order order) {    \/\/ 1. \u63d2\u5165\u8ba2\u5355\u8868&#xff08;\u672c\u5730\u4e8b\u52a1&#xff09;    orderMapper.insert(order);    \/\/ 2. \u63d2\u5165\u6d88\u606f\u8868&#xff08;\u540c\u4e00\u672c\u5730\u4e8b\u52a1&#xff09;    MessageRecord msg &#061; new MessageRecord();    msg.setMsgId(UUID.randomUUID().toString());    msg.setContent(JSON.toJSONString(order));    msg.setStatus(&#034;pending&#034;);    messageMapper.insert(msg);    \/\/ 3. \u4e8b\u52a1\u63d0\u4ea4\u540e&#xff0c;\u5b9a\u65f6\u4efb\u52a1\u626b\u63cf\u6d88\u606f\u8868\u53d1\u9001MQ}&#064;Scheduled(cron &#061; &#034;0\/5 * * * * ?&#034;)public void sendMessage() {    List&lt;MessageRecord&gt; pendingList &#061; messageMapper.selectPending();    for (MessageRecord record : pendingList) {        try {            mqTemplate.send(&#034;order_topic&#034;, record.getContent());            record.setStatus(&#034;sent&#034;);            messageMapper.update(record);        } catch (Exception e) {            \/\/ \u91cd\u8bd5\u6216\u544a\u8b66        }    }}### 4. \u4e8b\u52a1\u6d88\u606f&#xff08;RocketMQ&#xff09;\u539f\u7406&#xff1a;\u5229\u7528\u6d88\u606f\u961f\u5217\u7684\u4e8b\u52a1\u6d88\u606f\u7279\u6027\u3002\u53d1\u9001\u65b9\u5148\u53d1\u9001\u201c\u534a\u6d88\u606f\u201d&#xff08;\u5bf9\u6d88\u8d39\u8005\u4e0d\u53ef\u89c1&#xff09;&#xff0c;\u7136\u540e\u6267\u884c\u672c\u5730\u4e8b\u52a1&#xff0c;\u6839\u636e\u7ed3\u679c\u63d0\u4ea4\u6216\u56de\u6eda\u534a\u6d88\u606f\u3002\u6d88\u606f\u961f\u5217\u5728\u8d85\u65f6\u540e\u4e3b\u52a8\u56de\u67e5\u4e8b\u52a1\u72b6\u6001\u3002\u4f18\u70b9&#xff1a;\u89e3\u8026\u6027\u5f3a&#xff0c;\u65e0\u9700\u989d\u5916\u6d88\u606f\u8868&#xff0c;\u53ef\u9760\u6027\u9ad8\u3002  \u7f3a\u70b9&#xff1a;\u4f9d\u8d56\u7279\u5b9aMQ&#xff08;\u5982RocketMQ&#xff09;&#xff0c;\u5bf9\u56de\u67e5\u63a5\u53e3\u6709\u8981\u6c42\u3002\u9002\u7528\u573a\u666f&#xff1a;\u7535\u5546\u4e0b\u5355\u3001\u5e93\u5b58\u6263\u51cf\u7b49\u5f02\u6b65\u89e3\u8026\u573a\u666f\u3002\u4ee3\u7801\u793a\u4f8b&#xff08;RocketMQ&#xff09;&#xff1a;java\/\/ \u53d1\u9001\u4e8b\u52a1\u6d88\u606fTransactionMQProducer producer &#061; new TransactionMQProducer(&#034;tx_producer&#034;);producer.setTransactionListener(new TransactionListener() {    &#064;Override    public LocalTransactionState executeLocalTransaction(Message msg, Object arg) {        try {            \/\/ \u6267\u884c\u672c\u5730\u4e1a\u52a1&#xff08;\u5982\u6263\u51cf\u5e93\u5b58&#xff09;            orderService.createOrder(arg);            return LocalTransactionState.COMMIT_MESSAGE;        } catch (Exception e) {            return LocalTransactionState.ROLLBACK_MESSAGE;        }    }    &#064;Override    public LocalTransactionState checkLocalTransaction(MessageExt msg) {        \/\/ \u56de\u67e5\u672c\u5730\u4e8b\u52a1\u72b6\u6001        String orderId &#061; msg.getKeys();        return orderService.isOrderExists(orderId)                 ? LocalTransactionState.COMMIT_MESSAGE                 : LocalTransactionState.ROLLBACK_MESSAGE;    }});\/\/ \u53d1\u9001\u534a\u6d88\u606fMessage msg &#061; new Message(&#034;order_topic&#034;, &#034;order&#034;, orderId, orderInfo.getBytes());SendResult sendResult &#061; producer.sendMessageInTransaction(msg, orderInfo);### 5. TCC&#xff08;Try-Confirm-Cancel&#xff09;\u539f\u7406&#xff1a;\u4e1a\u52a1\u5c42\u9762\u62c6\u5206\u4e3a\u4e09\u4e2a\u64cd\u4f5c&#xff1a;Try&#xff08;\u9884\u7559\u8d44\u6e90&#xff09;\u3001Confirm&#xff08;\u786e\u8ba4\u6267\u884c&#xff09;\u3001Cancel&#xff08;\u56de\u6eda\u91ca\u653e&#xff09;\u3002\u6bcf\u4e2a\u53c2\u4e0e\u65b9\u5b9e\u73b0\u8fd9\u4e09\u4e2a\u63a5\u53e3&#xff0c;\u7531\u534f\u8c03\u8005\u7edf\u4e00\u8c03\u5ea6\u3002\u4f18\u70b9&#xff1a;\u65e0\u963b\u585e&#xff0c;\u6027\u80fd\u9ad8&#xff0c;\u7075\u6d3b\u6027\u597d\u3002  \u7f3a\u70b9&#xff1a;\u4e1a\u52a1\u4fb5\u5165\u6027\u5f3a&#xff0c;\u9700\u8981\u7f16\u5199\u5927\u91cf\u8865\u507f\u903b\u8f91&#xff0c;\u5b9e\u73b0\u590d\u6742\u3002\u9002\u7528\u573a\u666f&#xff1a;\u8d44\u91d1\u7c7b\u64cd\u4f5c&#xff08;\u8f6c\u8d26\u3001\u652f\u4ed8&#xff09;\u3001\u7968\u52a1\u9884\u8ba2\u7b49\u9700\u8981\u5f3a\u8d44\u6e90\u63a7\u5236\u7684\u573a\u666f\u3002\u4ee3\u7801\u793a\u4f8b&#xff08;Java \u63a5\u53e3\u5b9a\u4e49&#xff09;&#xff1a;javapublic interface TccAction {    \/\/ \u9884\u7559\u8d44\u6e90&#xff08;\u5982\u51bb\u7ed3\u4f59\u989d&#xff09;    boolean try() throws Exception;    \/\/ \u786e\u8ba4\u6267\u884c&#xff08;\u6263\u51cf\u51bb\u7ed3\u91d1\u989d&#xff09;    boolean confirm() throws Exception;    \/\/ \u53d6\u6d88&#xff08;\u89e3\u51bb\u4f59\u989d&#xff09;    boolean cancel() throws Exception;}\/\/ \u534f\u8c03\u5668\u4f2a\u4ee3\u7801public class TccCoordinator {    public void doTcc(List&lt;TccAction&gt; actions) {        \/\/ Try\u9636\u6bb5        for (TccAction action : actions) {            if (!action.try()) {                \/\/ \u6267\u884cCancel                for (int i &#061; actions.size()-1; i &gt;&#061; 0; i&#8211;) {                    actions.get(i).cancel();                }                return;            }        }        \/\/ Confirm\u9636\u6bb5        for (TccAction action : actions) {            action.confirm();        }    }}### 6. Saga \u6a21\u5f0f\u539f\u7406&#xff1a;\u5c06\u957f\u4e8b\u52a1\u62c6\u5206\u4e3a\u4e00\u7cfb\u5217\u672c\u5730\u4e8b\u52a1&#xff0c;\u6bcf\u4e2a\u4e8b\u52a1\u6709\u5bf9\u5e94\u7684\u8865\u507f\u64cd\u4f5c\u3002\u82e5\u67d0\u4e00\u6b65\u5931\u8d25&#xff0c;\u5219\u4f9d\u6b21\u8c03\u7528\u4e4b\u524d\u7684\u8865\u507f\u64cd\u4f5c\u56de\u6eda\u3002\u4f18\u70b9&#xff1a;\u65e0\u963b\u585e&#xff0c;\u9002\u5408\u957f\u4e8b\u52a1&#xff0c;\u6027\u80fd\u8f83\u597d\u3002  \u7f3a\u70b9&#xff1a;\u9694\u79bb\u6027\u5f31&#xff08;\u4e8b\u52a1\u95f4\u672a\u63d0\u4ea4\u7684\u6570\u636e\u4e0d\u53ef\u89c1&#xff09;&#xff0c;\u9700\u8981\u8bbe\u8ba1\u8865\u507f\u64cd\u4f5c\u3002\u9002\u7528\u573a\u666f&#xff1a;\u65c5\u6e38\u9884\u8ba2&#xff08;\u8ba2\u673a\u7968&#043;\u9152\u5e97&#xff09;\u3001\u8ba2\u5355\u805a\u5408\u7b49\u8de8\u670d\u52a1\u591a\u6b65\u9aa4\u6d41\u7a0b\u3002\u4ee3\u7801\u793a\u4f8b&#xff08;Spring Boot &#043; Saga&#xff09;&#xff1a;java\/\/ \u5b9a\u4e49Saga\u6b65\u9aa4&#064;Componentpublic class SagaOrderFlow {    &#064;Autowired    private OrderService orderService;    &#064;Autowired    private InventoryService inventoryService;    &#064;Autowired    private PaymentService paymentService;    \/\/ \u4e3b\u6d41\u7a0b    public void createOrderSaga() {        try {            Long orderId &#061; orderService.createOrder(); \/\/ \u6b65\u9aa41            inventoryService.deductStock(orderId);     \/\/ \u6b65\u9aa42            paymentService.pay(orderId);               \/\/ \u6b65\u9aa43        } catch (Exception e) {            \/\/ \u8865\u507f&#xff1a;\u53cd\u5411\u8c03\u7528            paymentService.refund(orderId);            inventoryService.addStock(orderId);            orderService.cancelOrder(orderId);        }    }}### \u603b\u7ed3\u5206\u5e03\u5f0f\u4e8b\u52a1\u6ca1\u6709\u201c\u94f6\u5f39\u201d&#xff0c;\u6bcf\u79cd\u65b9\u6848\u90fd\u6709\u5176\u7279\u5b9a\u7684\u9002\u7528\u573a\u666f\u4e0e\u4ee3\u4ef7&#xff1a;- \u5f3a\u4e00\u81f4\u6027\u4f18\u5148&#xff1a;\u9009\u62e92PC\/3PC&#xff0c;\u4f46\u9700\u63a5\u53d7\u6027\u80fd\u4e0e\u53ef\u7528\u6027\u6298\u635f\u3002- \u6700\u7ec8\u4e00\u81f4\u6027\u4f18\u5148&#xff1a;\u672c\u5730\u6d88\u606f\u8868\u3001\u4e8b\u52a1\u6d88\u606f\u3001Saga\u662f\u5e38\u89c1\u9009\u62e9&#xff0c;\u5176\u4e2d\u4e8b\u52a1\u6d88\u606f\u6700\u4f18\u96c5&#xff0c;Saga\u9002\u5408\u957f\u4e8b\u52a1\u3002- 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