实现了MemoryGraph的序列化/反序列化;

实现了MemoryGraph的插入功能;

.gitignore

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+target/
+!.mvn/wrapper/maven-wrapper.jar
+!**/src/main/**/target/
+!**/src/test/**/target/
+
+### IntelliJ IDEA ###
+.idea/modules.xml
+.idea/jarRepositories.xml
+.idea/compiler.xml
+.idea/libraries/
+*.iws
+*.iml
+*.ipr
+
+### Eclipse ###
+.apt_generated
+.classpath
+.factorypath
+.project
+.settings
+.springBeans
+.sts4-cache
+
+### NetBeans ###
+/nbproject/private/
+/nbbuild/
+/dist/
+/nbdist/
+/.nb-gradle/
+build/
+!**/src/main/**/build/
+!**/src/test/**/build/
+
+### VS Code ###
+.vscode/
+
+### Mac OS ###
+.DS_Store
+/data/

.idea/.gitignore

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+# 默认忽略的文件
+/shelf/
+/workspace.xml
+# 基于编辑器的 HTTP 客户端请求
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

.idea/encodings.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="Encoding">
+    <file url="file://$PROJECT_DIR$/src/main/java" charset="UTF-8" />
+    <file url="file://$PROJECT_DIR$/src/main/resources" charset="UTF-8" />
+  </component>
+</project>

.idea/misc.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ExternalStorageConfigurationManager" enabled="true" />
+  <component name="MavenProjectsManager">
+    <option name="originalFiles">
+      <list>
+        <option value="$PROJECT_DIR$/pom.xml" />
+      </list>
+    </option>
+  </component>
+  <component name="ProjectRootManager" version="2" languageLevel="JDK_21" default="true" project-jdk-name="21" project-jdk-type="JavaSDK">
+    <output url="file://$PROJECT_DIR$/out" />
+  </component>
+</project>

.idea/vcs.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>

pom.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+
+    <groupId>work.slhaf</groupId>
+    <artifactId>Partner</artifactId>
+    <version>1.0-SNAPSHOT</version>
+
+    <properties>
+        <maven.compiler.source>21</maven.compiler.source>
+        <maven.compiler.target>21</maven.compiler.target>
+        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+    </properties>
+    <dependencies>
+        <dependency>
+            <groupId>org.projectlombok</groupId>
+            <artifactId>lombok</artifactId>
+            <version>1.18.36</version>
+            <scope>provided</scope>
+        </dependency>
+        <dependency>
+            <groupId>com.alibaba</groupId>
+            <artifactId>fastjson</artifactId>
+            <version>2.0.56</version>
+        </dependency>
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>4.13.2</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.junit.jupiter</groupId>
+            <artifactId>junit-jupiter</artifactId>
+            <version>RELEASE</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.junit.jupiter</groupId>
+            <artifactId>junit-jupiter</artifactId>
+            <version>RELEASE</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.junit.jupiter</groupId>
+            <artifactId>junit-jupiter</artifactId>
+            <version>RELEASE</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+</project>

src/main/java/work/slhaf/Main.java

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+package work.slhaf;
+
+import work.slhaf.memory.MemoryGraph;
+import work.slhaf.memory.content.MemorySlice;
+
+import java.util.Arrays;
+
+public class Main {
+    public static void main(String[] args) {
+        MemoryGraph graph = MemoryGraph.initialize("test");
+
+    }
+}

src/main/java/work/slhaf/memory/MemoryGraph.java

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+package work.slhaf.memory;
+
+import lombok.Data;
+import work.slhaf.memory.content.MemorySlice;
+import work.slhaf.memory.node.MemoryNode;
+import work.slhaf.memory.node.TopicNode;
+
+import java.io.*;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+import java.time.LocalDateTime;
+import java.util.*;
+
+@Data
+public class MemoryGraph implements Serializable {
+
+    @Serial
+    private static final long serialVersionUID = 1L;
+    private static final String STORAGE_DIR = "./data/memory/";
+
+    private String id;
+    private HashMap<String,TopicNode> topicNodes;
+    public static MemoryGraph memoryGraph;
+    private HashMap<String,Set<String>> existedTopics;
+
+    public MemoryGraph(String id) {
+        this.id = id;
+        this.topicNodes = new HashMap<>();
+        this.existedTopics = new HashMap<>();
+    }
+
+    public static MemoryGraph initialize(String id) {
+        // 检查存储目录是否存在，不存在则创建
+        createStorageDirectory();
+
+        Path filePath = getFilePath(id);
+
+        if (Files.exists(filePath)) {
+            try {
+                // 从文件加载
+                return deserialize(id);
+            } catch (Exception e) {
+                System.err.println("加载序列化文件失败，创建新实例: " + e.getMessage());
+                return new MemoryGraph(id);
+            }
+        } else {
+            // 创建新实例
+            return new MemoryGraph(id);
+        }
+    }
+
+    public void serialize() {
+        Path filePath = getFilePath(this.id);
+
+        try (ObjectOutputStream oos = new ObjectOutputStream(
+                new FileOutputStream(filePath.toFile()))) {
+            oos.writeObject(this);
+            System.out.println("MemoryGraph 已保存到: " + filePath);
+        } catch (IOException e) {
+            System.err.println("序列化保存失败: " + e.getMessage());
+        }
+    }
+
+    private static MemoryGraph deserialize(String id) throws IOException, ClassNotFoundException {
+        Path filePath = getFilePath(id);
+
+        try (ObjectInputStream ois = new ObjectInputStream(
+                new FileInputStream(filePath.toFile()))) {
+            MemoryGraph graph = (MemoryGraph) ois.readObject();
+            System.out.println("MemoryGraph 已从文件加载: " + filePath);
+            return graph;
+        }
+    }
+
+    private static Path getFilePath(String id) {
+        return Paths.get(STORAGE_DIR, id + ".memory");
+    }
+
+    private static void createStorageDirectory() {
+        try {
+            Files.createDirectories(Paths.get(STORAGE_DIR));
+        } catch (IOException e) {
+            System.err.println("创建存储目录失败: " + e.getMessage());
+        }
+    }
+
+
+    public void insertMemory(List<String> topicPath, MemorySlice slice) {
+        topicPath = new ArrayList<>(topicPath);
+        if (topicNodes == null){
+            topicNodes = new HashMap<>();
+        }
+        //查看是否存在根主题节点
+        String rootTopic = topicPath.getFirst();
+        topicPath.removeFirst();
+        if (!topicNodes.containsKey(rootTopic)) {
+            TopicNode rootNode = new TopicNode();
+            rootNode.setMemoryNodes(new ArrayList<>());
+            rootNode.setTopicNodes(new HashMap<>());
+            topicNodes.put(rootTopic,rootNode);
+            existedTopics.put(rootTopic,new HashSet<>());
+        }
+
+        TopicNode lastTopicNode = topicNodes.get(rootTopic);
+        Set<String> existedTopicNodes = existedTopics.get(rootTopic);
+        for (int i = 0; i < topicPath.size(); i++) {
+            String topic = topicPath.get(i);
+            if (existedTopicNodes.contains(topic)) {
+                lastTopicNode = lastTopicNode.getTopicNodes().get(topic);
+            }else {
+                TopicNode newNode = new TopicNode();
+                lastTopicNode.getTopicNodes().put(topic, newNode);
+                lastTopicNode = newNode;
+                List<MemoryNode> nodeList = new ArrayList<>();
+                lastTopicNode.setMemoryNodes(nodeList);
+                lastTopicNode.setTopicNodes(new HashMap<>());
+                existedTopicNodes.add(topic);
+                /*if (i == topicPath.size() - 1) {
+                    lastTopicNode.setMemoryNodes(new ArrayList<>());
+                    lastTopicNode.setTopicNodes(new HashMap<>());
+                }*/
+            }
+        }
+        //检查是否存在当天对应的memoryData
+        LocalDateTime now = LocalDateTime.now();
+        boolean hasSlice = false;
+        MemoryNode node = null;
+        for (MemoryNode memoryNode : lastTopicNode.getMemoryNodes()) {
+            if (now.toLocalDate().equals(memoryNode.getLocalDateTime().toLocalDate())){
+                hasSlice = true;
+                node = memoryNode;
+                break;
+            }
+        }
+        if (!hasSlice) {
+            node = new MemoryNode();
+            node.setLocalDateTime(now);
+            node.setMemorySliceList(new ArrayList<>());
+            lastTopicNode.getMemoryNodes().add(node);
+        }
+        node.getMemorySliceList().add(slice);
+    }
+
+}
+

src/main/java/work/slhaf/memory/content/MemorySlice.java

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+package work.slhaf.memory.content;
+
+import lombok.Data;
+import work.slhaf.memory.node.TopicNode;
+
+import java.io.Serializable;
+import java.util.LinkedHashMap;
+import java.util.List;
+
+@Data
+public class MemorySlice implements Serializable {
+    private String memoryId;
+    private Integer memoryRank;
+    private String slicePath;
+    private List<TopicNode> relatedTopics;
+    private LinkedHashMap<Integer,String> sliceBefore;
+    private LinkedHashMap<Integer,String> sliceAfter;
+}

src/main/java/work/slhaf/memory/node/MemoryNode.java

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+package work.slhaf.memory.node;
+
+import lombok.Data;
+import work.slhaf.memory.content.MemorySlice;
+
+import java.io.Serializable;
+import java.time.LocalDateTime;
+import java.util.List;
+
+@Data
+public class MemoryNode implements Serializable {
+    private LocalDateTime localDateTime;
+    private List<MemorySlice> memorySliceList;
+}

src/main/java/work/slhaf/memory/node/TopicNode.java

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+package work.slhaf.memory.node;
+
+import lombok.Data;
+
+import java.io.Serializable;
+import java.util.HashMap;
+import java.util.List;
+
+@Data
+public class TopicNode implements Serializable {
+    private HashMap<String,TopicNode> topicNodes;
+    private List<MemoryNode> memoryNodes;
+}

src/test/java/memory/InsertTest.java

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+package memory;
+
+import org.junit.Before;
+import org.junit.Test;
+import org.junit.jupiter.api.BeforeEach;
+import work.slhaf.memory.MemoryGraph;
+import work.slhaf.memory.content.MemorySlice;
+import work.slhaf.memory.node.MemoryNode;
+import work.slhaf.memory.node.TopicNode;
+
+import java.time.LocalDateTime;
+import java.util.Arrays;
+import java.util.HashMap;
+import java.util.LinkedList;
+import java.util.List;
+
+import static org.junit.Assert.*;
+
+public class InsertTest {
+    private MemoryGraph memoryGraph;
+    private final String testId = "test";
+
+    @Before
+    public void setUp() {
+        memoryGraph = new MemoryGraph(testId);
+        memoryGraph.setTopicNodes(new HashMap<>());
+        memoryGraph.setExistedTopics(new HashMap<>());
+    }
+
+    @Test
+    public void testInsertMemory_NewRootTopic() {
+        // 准备测试数据
+        List<String> topicPath = new LinkedList<>(Arrays.asList("Programming", "Java", "Collections"));
+        MemorySlice slice = createTestMemorySlice("slice1");
+
+        // 执行测试
+        memoryGraph.insertMemory(topicPath, slice);
+
+        // 验证结果
+        assertTrue(memoryGraph.getTopicNodes().containsKey("Programming"));
+        TopicNode programmingNode = memoryGraph.getTopicNodes().get("Programming");
+
+        assertTrue(programmingNode.getTopicNodes().containsKey("Java"));
+        TopicNode javaNode = programmingNode.getTopicNodes().get("Java");
+
+        assertTrue(javaNode.getTopicNodes().containsKey("Collections"));
+        TopicNode collectionsNode = javaNode.getTopicNodes().get("Collections");
+
+        assertEquals(1, collectionsNode.getMemoryNodes().size());
+        MemoryNode memoryNode = collectionsNode.getMemoryNodes().get(0);
+        assertEquals(LocalDateTime.now().toLocalDate(), memoryNode.getLocalDateTime().toLocalDate());
+        assertEquals(1, memoryNode.getMemorySliceList().size());
+        assertEquals(slice, memoryNode.getMemorySliceList().get(0));
+    }
+
+    @Test
+    public void testInsertMemory_ExistingTopicPath() {
+        // 准备初始数据
+        List<String> topicPath1 = new LinkedList<>(Arrays.asList("Programming", "Java", "Collections"));
+        MemorySlice slice1 = createTestMemorySlice("slice1");
+        memoryGraph.insertMemory(topicPath1, slice1);
+
+        // 插入第二个记忆片段到相同路径
+        List<String> topicPath2 = new LinkedList<>(Arrays.asList("Programming", "Java", "Collections"));
+        MemorySlice slice2 = createTestMemorySlice("slice2");
+        memoryGraph.insertMemory(topicPath2, slice2);
+
+        // 验证结果
+        TopicNode collectionsNode = memoryGraph.getTopicNodes().get("Programming")
+                .getTopicNodes().get("Java")
+                .getTopicNodes().get("Collections");
+
+        assertEquals(1, collectionsNode.getMemoryNodes().size()); // 同一天应该只有一个MemoryNode
+        assertEquals(2, collectionsNode.getMemoryNodes().get(0).getMemorySliceList().size()); // 但有两个MemorySlice
+    }
+
+    @Test
+    public void testInsertMemory_DifferentDays() {
+        // 准备测试数据
+        List<String> topicPath = new LinkedList<>(Arrays.asList("Math", "Algebra"));
+        MemorySlice slice1 = createTestMemorySlice("slice1");
+        MemorySlice slice2 = createTestMemorySlice("slice2");
+
+        // 第一次插入
+        memoryGraph.insertMemory(topicPath, slice1);
+
+        // 模拟第二天
+        MemoryNode firstNode = memoryGraph.getTopicNodes().get("Math")
+                .getTopicNodes().get("Algebra")
+                .getMemoryNodes().get(0);
+        firstNode.setLocalDateTime(LocalDateTime.now().minusDays(1));
+
+        // 第二次插入
+        memoryGraph.insertMemory(topicPath, slice2);
+
+        // 验证结果
+        TopicNode algebraNode = memoryGraph.getTopicNodes().get("Math")
+                .getTopicNodes().get("Algebra");
+
+        assertEquals(2, algebraNode.getMemoryNodes().size()); // 应该有两个MemoryNode
+    }
+
+    @Test
+    public void testInsertMemory_PartialExistingPath() {
+        // 准备初始数据 - 创建部分路径
+        List<String> topicPath1 = new LinkedList<>(Arrays.asList("Science", "Physics"));
+        MemorySlice slice1 = createTestMemorySlice("slice1");
+        memoryGraph.insertMemory(topicPath1, slice1);
+
+        // 插入到已存在路径的扩展路径
+        List<String> topicPath2 = new LinkedList<>(Arrays.asList("Science", "Physics", "Mechanics"));
+        MemorySlice slice2 = createTestMemorySlice("slice2");
+        memoryGraph.insertMemory(topicPath2, slice2);
+
+        // 验证结果
+        TopicNode physicsNode = memoryGraph.getTopicNodes().get("Science")
+                .getTopicNodes().get("Physics");
+
+        assertTrue(physicsNode.getTopicNodes().containsKey("Mechanics"));
+        assertEquals(1, physicsNode.getMemoryNodes().size()); // Physics节点有自己的记忆
+        assertEquals(1, physicsNode.getTopicNodes().get("Mechanics").getMemoryNodes().size()); // Mechanics节点也有记忆
+    }
+
+    private MemorySlice createTestMemorySlice(String id) {
+        MemorySlice slice = new MemorySlice();
+        slice.setMemoryId(id);
+        slice.setMemoryRank(1);
+        // 可以设置其他必要属性
+        return slice;
+    }
+
+}