使用狀態機(Spring Statemachine)實現訂單狀態流轉控制


在電商平台中,一個訂單會有多種狀態,臨時單、已下單、待支付、已支付、待發貨、待收貨、已完成等等。每一種狀態都和變化前的狀態以及執行的操作有關。

比如,用戶將商品加入購物車后,后台會生成一個所謂的“臨時單”。因為用戶還沒有點擊下單,所以這個訂單實際上還沒有生成。只有當用戶下單后,這個“臨時單”才會轉化為一個“待支付的訂單”。

以上過程中只有將一個處於“臨時單”狀態的訂單執行下單操作,才能得到一個狀態為“待支付”的訂單。 即一個前置狀態+一個恰當的操作,才能流轉訂單的狀態。在這個過程中如果使用硬編碼,我們就需要一系列的 if-else 語句來檢查訂單的當前狀態、可執行操作以及這兩個組合得到的下一個應該被流轉的狀態值。如果訂單的狀態流轉很復雜,代碼邏輯就會很復雜,可讀性低,后期維護困難。

處理以上問題,我們可以使用狀態設計模式來處理。對應到實踐,就是狀態機。

狀態機是狀態模式的一種應用,相當於上下文角色的一個升級版。在工作流或游戲等各種系統中有大量使用,如各種工作流引擎,它幾乎是狀態機的子集和實現,封裝狀態的變化規則。狀態機可以幫助開發者簡化狀態控制的開發過程,讓狀態機結構更加層次化。

Spring 提供了一個很好的解決方案,Spring Statemachine(狀態機)是應用程序開發人員在 Spring 應用程序中使用狀態機概念的框架。

下面用 Spring 狀態機模擬訂單狀態流轉的過程,步驟如下。

1)添加依賴

  1. <dependency>
  2. <groupId>org.springframework.statemachine</groupId>
  3. <artifactId>spring-statemachine-core</artifactId>
  4. <version>2.0.1.RELEASE</version>
  5. </dependency>

2)創建訂單實體類

  1. package net.biancheng.c.entity;
  2. public class Order {
  3. private int id;
  4. private OrderStatus status;
  5. public void setStatus(OrderStatus status) {
  6. this.status = status;
  7. }
  8. public OrderStatus getStatus() {
  9. return status;
  10. }
  11. public void setId(int id) {
  12. this.id = id;
  13. }
  14. public int getId() {
  15. return id;
  16. }
  17. @Override
  18. public String toString() {
  19. return "訂單號:" + id + ", 訂單狀態:" + status;
  20. }
  21. }

3)創建訂單狀態枚舉類和狀態轉換枚舉類。

  1. package net.biancheng.c.utils;
  2. /**
  3. * 訂單狀態
  4. */
  5. public enum OrderStatus {
  6. // 待支付,待發貨,待收貨,已完成
  7. WAIT_PAYMENT, WAIT_DELIVER, WAIT_RECEIVE, FINISH;
  8. }
  9. package net.biancheng.c.utils;
  10. /**
  11. * 訂單狀態改變事件
  12. */
  13. public enum OrderStatusChangeEvent {
  14. // 支付,發貨,確認收貨
  15. PAYED, DELIVERY, RECEIVED;
  16. }

4)添加狀態流配置

  1. package net.biancheng.c.utils;
  2. import org.springframework.context.annotation.Bean;
  3. import org.springframework.context.annotation.Configuration;
  4. import org.springframework.statemachine.StateMachineContext;
  5. import org.springframework.statemachine.StateMachinePersist;
  6. import org.springframework.statemachine.config.EnableStateMachine;
  7. import org.springframework.statemachine.config.StateMachineConfigurerAdapter;
  8. import org.springframework.statemachine.config.builders.StateMachineStateConfigurer;
  9. import org.springframework.statemachine.config.builders.StateMachineTransitionConfigurer;
  10. import org.springframework.statemachine.persist.DefaultStateMachinePersister;
  11. import org.springframework.statemachine.support.DefaultStateMachineContext;
  12. import java.util.EnumSet;
  13. /**
  14. * 訂單狀態機配置
  15. */
  16. @Configuration
  17. @EnableStateMachine(name = "orderStateMachine")
  18. public class OrderStateMachineConfig extends StateMachineConfigurerAdapter<OrderStatus, OrderStatusChangeEvent> {
  19. /**
  20. * 配置狀態
  21. *
  22. * @param states
  23. * @throws Exception
  24. */
  25. public void configure(StateMachineStateConfigurer<OrderStatus, OrderStatusChangeEvent> states) throws Exception {
  26. states
  27. .withStates()
  28. .initial(OrderStatus.WAIT_PAYMENT)
  29. .states(EnumSet.allOf(OrderStatus.class));
  30. }
  31. /**
  32. * 配置狀態轉換事件關系
  33. *
  34. * @param transitions
  35. * @throws Exception
  36. */
  37. public void configure(StateMachineTransitionConfigurer<OrderStatus, OrderStatusChangeEvent> transitions) throws Exception {
  38. transitions
  39. .withExternal().source(OrderStatus.WAIT_PAYMENT).target(OrderStatus.WAIT_DELIVER).event(OrderStatusChangeEvent.PAYED)
  40. .and()
  41. .withExternal().source(OrderStatus.WAIT_DELIVER).target(OrderStatus.WAIT_RECEIVE).event(OrderStatusChangeEvent.DELIVERY)
  42. .and()
  43. .withExternal().source(OrderStatus.WAIT_RECEIVE).target(OrderStatus.FINISH).event(OrderStatusChangeEvent.RECEIVED);
  44. }
  45. /**
  46. * 持久化配置
  47. * 實際使用中,可以配合redis等,進行持久化操作
  48. *
  49. * @return
  50. */
  51. @Bean
  52. public DefaultStateMachinePersister persister() {
  53. return new DefaultStateMachinePersister<>(new StateMachinePersist<Object, Object, Order>() {
  54. @Override
  55. public void write(StateMachineContext<Object, Object> context, Order order) throws Exception {
  56. //此處並沒有進行持久化操作
  57. }
  58. @Override
  59. public StateMachineContext<Object, Object> read(Order order) throws Exception {
  60. //此處直接獲取order中的狀態,其實並沒有進行持久化讀取操作
  61. return new DefaultStateMachineContext(order.getStatus(), null, null, null);
  62. }
  63. });
  64. }
  65. }

5)添加訂單狀態監聽器

  1. package net.biancheng.c.utils;
  2. import org.springframework.messaging.Message;
  3. import org.springframework.statemachine.annotation.OnTransition;
  4. import org.springframework.statemachine.annotation.WithStateMachine;
  5. import org.springframework.stereotype.Component;
  6. @Component("orderStateListener")
  7. @WithStateMachine(name = "orderStateMachine")
  8. public class OrderStateListenerImpl {
  9. @OnTransition(source = "WAIT_PAYMENT", target = "WAIT_DELIVER")
  10. public boolean payTransition(Message<OrderStatusChangeEvent> message) {
  11. Order order = (Order) message.getHeaders().get("order");
  12. order.setStatus(OrderStatus.WAIT_DELIVER);
  13. System.out.println("支付,狀態機反饋信息:" + message.getHeaders().toString());
  14. return true;
  15. }
  16. @OnTransition(source = "WAIT_DELIVER", target = "WAIT_RECEIVE")
  17. public boolean deliverTransition(Message<OrderStatusChangeEvent> message) {
  18. Order order = (Order) message.getHeaders().get("order");
  19. order.setStatus(OrderStatus.WAIT_RECEIVE);
  20. System.out.println("發貨,狀態機反饋信息:" + message.getHeaders().toString());
  21. return true;
  22. }
  23. @OnTransition(source = "WAIT_RECEIVE", target = "FINISH")
  24. public boolean receiveTransition(Message<OrderStatusChangeEvent> message) {
  25. Order order = (Order) message.getHeaders().get("order");
  26. order.setStatus(OrderStatus.FINISH);
  27. System.out.println("收貨,狀態機反饋信息:" + message.getHeaders().toString());
  28. return true;
  29. }
  30. }

6)創建 OrderService 接口。

  1. package net.biancheng.c.service;
  2. import net.biancheng.c.entity.Order;
  3. import java.util.Map;
  4. public interface OrderService {
  5. //創建訂單
  6. Order create();
  7. //發起支付
  8. Order pay(int id);
  9. //訂單發貨
  10. Order deliver(int id);
  11. //訂單收貨
  12. Order receive(int id);
  13. //獲取所有訂單信息
  14. Map<Integer, Order> getOrders();
  15. }

7)在 Service 業務邏輯中應用。

  1. package net.biancheng.c.serviceImpl;
  2. import net.biancheng.c.entity.Order;
  3. import net.biancheng.c.service.OrderService;
  4. import net.biancheng.c.utils.OrderStatus;
  5. import net.biancheng.c.utils.OrderStatusChangeEvent;
  6. import org.springframework.beans.factory.annotation.Autowired;
  7. import org.springframework.messaging.Message;
  8. import org.springframework.messaging.support.MessageBuilder;
  9. import org.springframework.statemachine.StateMachine;
  10. import org.springframework.statemachine.persist.StateMachinePersister;
  11. import org.springframework.stereotype.Service;
  12. import java.util.HashMap;
  13. import java.util.Map;
  14. @Service("orderService")
  15. public class OrderServiceImpl implements OrderService {
  16. @Autowired
  17. private StateMachine<OrderStatus, OrderStatusChangeEvent> orderStateMachine;
  18. @Autowired
  19. private StateMachinePersister<OrderStatus, OrderStatusChangeEvent, Order> persister;
  20. private int id = 1;
  21. private Map<Integer, Order> orders = new HashMap<>();
  22. public Order create() {
  23. Order order = new Order();
  24. order.setStatus(OrderStatus.WAIT_PAYMENT);
  25. order.setId(id++);
  26. orders.put(order.getId(), order);
  27. return order;
  28. }
  29. public Order pay(int id) {
  30. Order order = orders.get(id);
  31. System.out.println("線程名稱:" + Thread.currentThread().getName() + " 嘗試支付,訂單號:" + id);
  32. Message message = MessageBuilder.withPayload(OrderStatusChangeEvent.PAYED).setHeader("order", order).build();
  33. if (!sendEvent(message, order)) {
  34. System.out.println("線程名稱:" + Thread.currentThread().getName() + " 支付失敗, 狀態異常,訂單號:" + id);
  35. }
  36. return orders.get(id);
  37. }
  38. public Order deliver(int id) {
  39. Order order = orders.get(id);
  40. System.out.println("線程名稱:" + Thread.currentThread().getName() + " 嘗試發貨,訂單號:" + id);
  41. if (!sendEvent(MessageBuilder.withPayload(OrderStatusChangeEvent.DELIVERY).setHeader("order", order).build(), orders.get(id))) {
  42. System.out.println("線程名稱:" + Thread.currentThread().getName() + " 發貨失敗,狀態異常,訂單號:" + id);
  43. }
  44. return orders.get(id);
  45. }
  46. public Order receive(int id) {
  47. Order order = orders.get(id);
  48. System.out.println("線程名稱:" + Thread.currentThread().getName() + " 嘗試收貨,訂單號:" + id);
  49. if (!sendEvent(MessageBuilder.withPayload(OrderStatusChangeEvent.RECEIVED).setHeader("order", order).build(), orders.get(id))) {
  50. System.out.println("線程名稱:" + Thread.currentThread().getName() + " 收貨失敗,狀態異常,訂單號:" + id);
  51. }
  52. return orders.get(id);
  53. }
  54. public Map<Integer, Order> getOrders() {
  55. return orders;
  56. }
  57. /**
  58. * 發送訂單狀態轉換事件
  59. *
  60. * @param message
  61. * @param order
  62. * @return
  63. */
  64. private synchronized boolean sendEvent(Message<OrderStatusChangeEvent> message, Order order) {
  65. boolean result = false;
  66. try {
  67. orderStateMachine.start();
  68. //嘗試恢復狀態機狀態
  69. persister.restore(orderStateMachine, order);
  70. //添加延遲用於線程安全測試
  71. Thread.sleep(1000);
  72. result = orderStateMachine.sendEvent(message);
  73. //持久化狀態機狀態
  74. persister.persist(orderStateMachine, order);
  75. } catch (Exception e) {
  76. e.printStackTrace();
  77. } finally {
  78. orderStateMachine.stop();
  79. }
  80. return result;
  81. }
  82. }

8)編寫客戶端測試代碼。

  1. import net.biancheng.c.service.OrderService;
  2. import org.springframework.boot.SpringApplication;
  3. import org.springframework.boot.autoconfigure.SpringBootApplication;
  4. import org.springframework.context.ConfigurableApplicationContext;
  5. @SpringBootApplication
  6. public class Test {
  7. public static void main(String[] args) {
  8. Thread.currentThread().setName("主線程");
  9. ConfigurableApplicationContext context = SpringApplication.run(Test.class, args);
  10. OrderService orderService = (OrderService) context.getBean("orderService");
  11. orderService.create();
  12. orderService.create();
  13. orderService.pay(1);
  14. new Thread("客戶線程") {
  15. @Override
  16. public void run() {
  17. orderService.deliver(1);
  18. orderService.receive(1);
  19. }
  20. }.start();
  21. orderService.pay(2);
  22. orderService.deliver(2);
  23. orderService.receive(2);
  24. System.out.println("全部訂單狀態:" + orderService.getOrders());
  25. }
  26. }

運行結果如下。

...
線程名稱:主線程 嘗試支付,訂單號:2
線程名稱:客戶線程 嘗試發貨,訂單號:1
2020-11-10 09:42:59.528  INFO 10796 --- [            主線程] o.s.s.support.LifecycleObjectSupport     : started org.springframework.statemachine.support.DefaultStateMachineExecutor@eb507b9
2020-11-10 09:42:59.528  INFO 10796 --- [            主線程] o.s.s.support.LifecycleObjectSupport     : started FINISH WAIT_PAYMENT WAIT_RECEIVE WAIT_DELIVER  / WAIT_PAYMENT / uuid=5aa411ad-212a-4f2a-8afd-fc1009def5d5 / id=null
2020-11-10 09:42:59.528  INFO 10796 --- [            主線程] o.s.s.support.LifecycleObjectSupport     : stopped org.springframework.statemachine.support.DefaultStateMachineExecutor@eb507b9
2020-11-10 09:42:59.528  INFO 10796 --- [            主線程] o.s.s.support.LifecycleObjectSupport     : stopped FINISH WAIT_PAYMENT WAIT_RECEIVE WAIT_DELIVER  /  / uuid=5aa411ad-212a-4f2a-8afd-fc1009def5d5 / id=null
2020-11-10 09:42:59.528  INFO 10796 --- [            主線程] o.s.s.support.LifecycleObjectSupport     : started org.springframework.statemachine.support.DefaultStateMachineExecutor@eb507b9
2020-11-10 09:42:59.528  INFO 10796 --- [            主線程] o.s.s.support.LifecycleObjectSupport     : started FINISH WAIT_PAYMENT WAIT_RECEIVE WAIT_DELIVER  / WAIT_PAYMENT / uuid=5aa411ad-212a-4f2a-8afd-fc1009def5d5 / id=null
支付,狀態機反饋信息:{order=訂單號:2, 訂單狀態:WAIT_DELIVER, id=13bd1f00-21e1-cab4-3b2a-af8a4a82507a, timestamp=1604972579527}
...

由於運行結果篇幅過長,以上只貼出了部分運行結果。通過本節的真實業務案例,相信小伙伴們對狀態模式已經有非常深刻的理解了

 

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