feat(ai-web): 尝试设计流程引擎

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/WebApplication.java

@@ -2,15 +2,12 @@ package com.lanyuanxiaoyao.service.ai.web;
 
 import com.blinkfox.fenix.EnableFenix;
 import com.ulisesbocchio.jasyptspringboot.annotation.EnableEncryptableProperties;
-import org.springframework.beans.BeansException;
 import org.springframework.boot.ApplicationArguments;
 import org.springframework.boot.ApplicationRunner;
 import org.springframework.boot.SpringApplication;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
 import org.springframework.boot.context.properties.EnableConfigurationProperties;
 import org.springframework.cloud.client.discovery.EnableDiscoveryClient;
-import org.springframework.context.ApplicationContext;
-import org.springframework.context.ApplicationContextAware;
 import org.springframework.data.jpa.repository.config.EnableJpaAuditing;
 import org.springframework.retry.annotation.EnableRetry;
 import org.springframework.scheduling.annotation.EnableScheduling;
@@ -27,27 +24,13 @@ import org.springframework.scheduling.annotation.EnableScheduling;
 @EnableScheduling
 @EnableFenix
 @EnableJpaAuditing
-public class WebApplication implements ApplicationRunner, ApplicationContextAware {
+public class WebApplication implements ApplicationRunner {
-  private static ApplicationContext context;
 
   public static void main(String[] args) {
     SpringApplication.run(WebApplication.class, args);
   }
 
-  public static <T> T getBean(Class<T> clazz) {
-    return context.getBean(clazz);
-  }
-
-  public static <T> T getBean(String name, Class<T> clazz) {
-    return context.getBean(name, clazz);
-  }
-
   @Override
   public void run(ApplicationArguments args) {
   }
-
-  @Override
-  public void setApplicationContext(ApplicationContext context) throws BeansException {
-    WebApplication.context = context;
-  }
 }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/configuration/SpringBeanGetter.java

@@ -0,0 +1,24 @@
+package com.lanyuanxiaoyao.service.ai.web.configuration;
+
+import org.springframework.beans.BeansException;
+import org.springframework.context.ApplicationContext;
+import org.springframework.context.ApplicationContextAware;
+import org.springframework.stereotype.Component;
+
+@Component
+public class SpringBeanGetter implements ApplicationContextAware {
+  private static ApplicationContext context;
+
+  public static <T> T getBean(Class<T> clazz) {
+    return context.getBean(clazz);
+  }
+
+  public static <T> T getBean(String name, Class<T> clazz) {
+    return context.getBean(name, clazz);
+  }
+
+  @Override
+  public void setApplicationContext(ApplicationContext context) throws BeansException {
+    SpringBeanGetter.context = context;
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/FlowEdge.java

@@ -1,19 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.web.engine;
-
-import lombok.Data;
-import lombok.EqualsAndHashCode;
-
-/**
- * 流程图中的边
- *
- * @author lanyuanxiaoyao
- * @version 20250630
- */
-@Data
-@EqualsAndHashCode(onlyExplicitlyIncluded = true)
-public class FlowEdge {
-  @EqualsAndHashCode.Include
-  private String id;
-  private String source;
-  private String target;
-}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/FlowExecutor.java

@@ -1,5 +1,15 @@
 package com.lanyuanxiaoyao.service.ai.web.engine;
 
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowContext;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowEdge;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowGraph;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowNode;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowNodeRunner;
+import java.lang.reflect.InvocationTargetException;
+import java.util.LinkedList;
+import java.util.Queue;
+import org.eclipse.collections.api.map.ImmutableMap;
+
 /**
  * 流程执行器
  *
@@ -7,4 +17,25 @@ package com.lanyuanxiaoyao.service.ai.web.engine;
  * @version 20250630
  */
 public class FlowExecutor {
+  private final ImmutableMap<String, Class<? extends FlowNodeRunner>> runnerMap;
+
+  public FlowExecutor(ImmutableMap<String, Class<? extends FlowNodeRunner>> runnerMap) {
+    this.runnerMap = runnerMap;
+  }
+
+  public void execute(FlowGraph graph) throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
+    var nodeInputMap = graph.edges().groupBy(FlowEdge::source);
+    var nodeOutputMap = graph.edges().groupBy(FlowEdge::target);
+    var startNodes = graph.nodes().select(node -> !nodeInputMap.containsKey(node.id()));
+    Queue<FlowNode> queue = new LinkedList<>();
+    for (FlowNode node : startNodes) {
+      queue.offer(node);
+    }
+    while (!queue.isEmpty()) {
+      var node = queue.poll();
+      var clazz = runnerMap.get(node.type());
+      var runner = clazz.getDeclaredConstructor(FlowContext.class).newInstance();
+      runner.run();
+    }
+  }
 }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/FlowNode.java

@@ -1,20 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.web.engine;
-
-import lombok.Data;
-import lombok.EqualsAndHashCode;
-import org.eclipse.collections.api.set.ImmutableSet;
-
-/**
- * 流程图中的节点
- *
- * @author lanyuanxiaoyao
- * @version 20250630
- */
-@Data
-@EqualsAndHashCode(onlyExplicitlyIncluded = true)
-public class FlowNode {
-  @EqualsAndHashCode.Include
-  private String id;
-  private ImmutableSet<String> sourceHandlers;
-  private ImmutableSet<String> targetHandlers;
-}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/entity/FlowContext.java

@@ -0,0 +1,10 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.entity;
+
+import lombok.Data;
+import org.eclipse.collections.api.factory.Maps;
+import org.eclipse.collections.api.map.MutableMap;
+
+@Data
+public class FlowContext {
+  private MutableMap<String, Object> data = Maps.mutable.<String, Object>empty().asSynchronized();
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/entity/FlowEdge.java

@@ -0,0 +1,16 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.entity;
+
+/**
+ * 流程图中的边
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250630
+ */
+public record FlowEdge(
+    String id,
+    String source,
+    String target,
+    String sourcePoint,
+    String targetPoint
+) {
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/entity/FlowGraph.java

@@ -0,0 +1,16 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.entity;
+
+import org.eclipse.collections.api.set.ImmutableSet;
+
+/**
+ * 流程图
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250630
+ */
+public record FlowGraph(
+    String id,
+    ImmutableSet<FlowNode> nodes,
+    ImmutableSet<FlowEdge> edges
+) {
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/entity/FlowNode.java

@@ -0,0 +1,17 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.entity;
+
+import org.eclipse.collections.api.set.ImmutableSet;
+
+/**
+ * 流程图中的节点
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250630
+ */
+public record FlowNode(
+    String id,
+    String type,
+    ImmutableSet<String> inputPoints,
+    ImmutableSet<String> outputPoints
+) {
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/entity/FlowNodeRunner.java

@@ -0,0 +1,5 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.entity;
+
+public abstract class FlowNodeRunner implements Runnable {
+  private final FlowContext context;
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/store/FlowStore.java

@@ -1,10 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.web.engine.store;
-
-/**
- * 数据存储
- *
- * @author lanyuanxiaoyao
- * @version 20250630
- */
-public interface FlowStore {
-}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/tools/ChartTool.java

@@ -1,6 +1,6 @@
 package com.lanyuanxiaoyao.service.ai.web.tools;
 
-import com.lanyuanxiaoyao.service.ai.web.WebApplication;
+import com.lanyuanxiaoyao.service.ai.web.configuration.SpringBeanGetter;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.ai.chat.client.ChatClient;
 import org.springframework.ai.tool.annotation.Tool;
@@ -44,7 +44,7 @@ public class ChartTool {
           """) String request
   ) {
     log.info("Enter method: mermaid[request]. request:{}", request);
-    ChatClient.Builder builder = WebApplication.getBean("chat", ChatClient.Builder.class);
+    ChatClient.Builder builder = SpringBeanGetter.getBean("chat", ChatClient.Builder.class);
     ChatClient client = builder.build();
     return client.prompt()
         // language=TEXT

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/tools/KnowledgeTool.java

@@ -2,7 +2,7 @@ package com.lanyuanxiaoyao.service.ai.web.tools;
 
 import cn.hutool.core.util.ObjectUtil;
 import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.web.WebApplication;
+import com.lanyuanxiaoyao.service.ai.web.configuration.SpringBeanGetter;
 import com.lanyuanxiaoyao.service.forest.service.KnowledgeService;
 import org.springframework.ai.tool.annotation.Tool;
 import org.springframework.ai.tool.annotation.ToolParam;
@@ -27,7 +27,7 @@ public class KnowledgeTool {
           """)
       String query
   ) {
-    KnowledgeService knowledgeService = WebApplication.getBean(KnowledgeService.class);
+    KnowledgeService knowledgeService = SpringBeanGetter.getBean(KnowledgeService.class);
     var documents = knowledgeService.query(knowledgeId, query, 10, 0.5);
     if (ObjectUtil.isNotEmpty(documents)) {
       return StrUtil.format("""

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/tools/TableTool.java

@@ -1,7 +1,7 @@
 package com.lanyuanxiaoyao.service.ai.web.tools;
 
 import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.web.WebApplication;
+import com.lanyuanxiaoyao.service.ai.web.configuration.SpringBeanGetter;
 import com.lanyuanxiaoyao.service.forest.service.InfoService;
 import java.time.LocalDate;
 import java.time.LocalDateTime;
@@ -27,7 +27,7 @@ public class TableTool {
           """) String sql
   ) {
     log.info("Enter method: executeJdbc[sql]. sql:{}", sql);
-    InfoService infoService = WebApplication.getBean(InfoService.class);
+    InfoService infoService = SpringBeanGetter.getBean(InfoService.class);
     String result = infoService.jdbc(sql)
         .collect(map -> map.valuesView().makeString(","))
         .makeString("\n");
@@ -48,7 +48,7 @@ public class TableTool {
           """) String type
   ) {
     log.info("Enter method: tableCount[type]. type:{}", type);
-    var infoService = WebApplication.getBean(InfoService.class);
+    var infoService = SpringBeanGetter.getBean(InfoService.class);
     return switch (type) {
       case "logic" -> StrUtil.format("""
           逻辑表共{}张，其中重点表{}张
@@ -83,7 +83,7 @@ public class TableTool {
       String type
   ) {
     log.info("Enter method: version[date, type]. date:{},type:{}", date, type);
-    InfoService infoService = WebApplication.getBean(InfoService.class);
+    InfoService infoService = SpringBeanGetter.getBean(InfoService.class);
     String version = date;
     if (StrUtil.isBlank(version)) {
       version = LocalDateTime.now().minusDays(1).format(FORMATTER);

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/tools/YarnTool.java

@@ -1,7 +1,7 @@
 package com.lanyuanxiaoyao.service.ai.web.tools;
 
 import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.web.WebApplication;
+import com.lanyuanxiaoyao.service.ai.web.configuration.SpringBeanGetter;
 import com.lanyuanxiaoyao.service.configuration.entity.yarn.YarnApplication;
 import com.lanyuanxiaoyao.service.configuration.entity.yarn.YarnQueue;
 import com.lanyuanxiaoyao.service.configuration.entity.yarn.YarnRootQueue;
@@ -27,7 +27,7 @@ public class YarnTool {
           """) String cluster
   ) {
     log.info("Enter method: yarnStatus[cluster]. cluster:{}", cluster);
-    YarnService yarnService = WebApplication.getBean(YarnService.class);
+    YarnService yarnService = SpringBeanGetter.getBean(YarnService.class);
     YarnRootQueue status = yarnService.cluster(cluster);
     return (status.getUsedCapacity() * 100.0) / status.getCapacity();
   }
@@ -45,7 +45,7 @@ public class YarnTool {
           """) String queue
   ) {
     log.info("Enter method: yarnQueueStatus[cluster, queue]. cluster:{},queue:{}", cluster, queue);
-    YarnService yarnService = WebApplication.getBean(YarnService.class);
+    YarnService yarnService = SpringBeanGetter.getBean(YarnService.class);
     YarnQueue status = yarnService.queueDetail(cluster, queue);
     return (status.getAbsoluteCapacity() * 100.0) / status.getAbsoluteMaxCapacity();
   }
@@ -66,7 +66,7 @@ public class YarnTool {
           """) String type
   ) {
     log.info("Enter method: yarnTaskStatus[cluster, type]. cluster:{},type:{}", cluster, type);
-    YarnService yarnService = WebApplication.getBean(YarnService.class);
+    YarnService yarnService = SpringBeanGetter.getBean(YarnService.class);
     ImmutableList<YarnApplication> applications = yarnService.jobList(cluster).select(app -> StrUtil.isNotBlank(type) && StrUtil.contains(app.getName(), type));
     return StrUtil.format(
         """