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從零開始設(shè)計(jì)基于SpringBoot的Serverless(本地函數(shù)計(jì)算)引擎

 更新時(shí)間:2025年07月28日 08:16:57   作者:風(fēng)象南  
最近突然冒出一個(gè)想法:能不能用SpringBoot自己實(shí)現(xiàn)一個(gè)類似AWS Lambda或阿里云函數(shù)計(jì)算的執(zhí)行引擎,所以下面我們就來看看如何從零開始設(shè)計(jì)一套基于SpringBoot的Serverless執(zhí)行框架吧

前言

最近突然冒出一個(gè)想法:能不能用SpringBoot自己實(shí)現(xiàn)一個(gè)類似AWS Lambda或阿里云函數(shù)計(jì)算的執(zhí)行引擎?

說干就干,于是從零開始設(shè)計(jì)了一套基于SpringBoot的Serverless執(zhí)行框架。

這套框架支持函數(shù)動態(tài)加載、按需執(zhí)行、資源隔離,甚至還實(shí)現(xiàn)了簡單的冷啟動優(yōu)化。

今天分享給大家,看看如何用SpringBoot的強(qiáng)大能力,打造一個(gè)屬于自己的Serverless引擎。

設(shè)計(jì)思路

核心特性

我們要實(shí)現(xiàn)的Serverless引擎包含以下特性:

動態(tài)函數(shù)加載:支持運(yùn)行時(shí)加載新的函數(shù)代碼

函數(shù)隔離執(zhí)行:每個(gè)函數(shù)在獨(dú)立的上下文中運(yùn)行

生命周期管理:自動管理函數(shù)的創(chuàng)建、執(zhí)行和銷毀

資源限制:控制函數(shù)的執(zhí)行時(shí)間

函數(shù)調(diào)用:支持HTTP、定時(shí)器等多種觸發(fā)方式

監(jiān)控統(tǒng)計(jì):記錄函數(shù)執(zhí)行次數(shù)、耗時(shí)、成功率等指標(biāo)

架構(gòu)設(shè)計(jì)

┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
│   Function API  │    │  Event Trigger  │    │  Management UI  │
└─────────┬───────┘    └─────────┬───────┘    └─────────┬───────┘
          │                      │                      │
          └──────────────────────┼──────────────────────┘
                                 │
                    ┌────────────┴──────────────┐
                    │     Serverless Engine     │
                    └────────────┬──────────────┘
                                 │
        ┌────────────────────────┼──────────────────────┐
        │                        │                      │
┌───────▼───────┐    ┌───────────▼─────────┐    ┌───────▼───────┐
│ Function Pool │    │ Execution Manager   │    │ Resource Pool │
└───────────────┘    └─────────────────────┘    └───────────────┘

核心實(shí)現(xiàn)

項(xiàng)目結(jié)構(gòu)

src/
├── main/
│   ├── java/
│   │   └── com/
│   │       └── example/
│   │           ├── ServerlessEngine.java
│   │           ├── core/
│   │           │   ├── FunctionManager.java
│   │           │   ├── ExecutionEngine.java
│   │           │   ├── ResourceManager.java
│   │           │   └── EventDispatcher.java
│   │           ├── model/
│   │           │   ├── ServerlessFunction.java
│   │           │   ├── ExecutionContext.java
│   │           │   ├── ExecutionResult.java
│   │           │   └── FunctionMetrics.java
│   │           ├── executor/
│   │           │   ├── FunctionExecutor.java
│   │           │   └── IsolatedClassLoader.java
│   │           ├── trigger/
│   │           │   ├── HttpTrigger.java
│   │           │   ├── TimerTrigger.java
│   │           │   └── EventTrigger.java
│   │           ├── api/
│   │           │   └── ServerlessController.java
│   └── resources/
│       ├── application.yml
│       └── functions/
│           ├── demo-function.jar
│           └── user-function.jar

函數(shù)接口定義

package com.example.model;

import java.util.Map;

/**
 * Serverless函數(shù)接口
 * 所有用戶函數(shù)都需要實(shí)現(xiàn)這個(gè)接口
 */
@FunctionalInterface
public interface ServerlessFunction {
    
    /**
     * 函數(shù)執(zhí)行入口
     * @param input 輸入?yún)?shù)
     * @param context 執(zhí)行上下文
     * @return 執(zhí)行結(jié)果
     */
    Object handle(Map<String, Object> input, ExecutionContext context) throws Exception;
}

執(zhí)行上下文

package com.example.model;

import java.time.LocalDateTime;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;

/**
 * 函數(shù)執(zhí)行上下文
 */
public class ExecutionContext {
    
    private String requestId;
    private String functionName;
    private String functionVersion;
    private LocalDateTime startTime;
    private long timeoutMs;
    private Map<String, Object> environment;
    private Map<String, Object> attributes;
    
    public ExecutionContext(String requestId, String functionName) {
        this.requestId = requestId;
        this.functionName = functionName;
        this.functionVersion = "1.0";
        this.startTime = LocalDateTime.now();
        this.timeoutMs = 30000; // 默認(rèn)30秒超時(shí)
        this.environment = new ConcurrentHashMap<>();
        this.attributes = new ConcurrentHashMap<>();
    }
    
    // 獲取剩余執(zhí)行時(shí)間
    public long getRemainingTimeMs() {
        long elapsed = System.currentTimeMillis() - 
            java.sql.Timestamp.valueOf(startTime).getTime();
        return Math.max(0, timeoutMs - elapsed);
    }
    
    @Override
    public String toString() {
        return "ExecutionContext{" +
                "requestId='" + requestId + ''' +
                ", functionName='" + functionName + ''' +
                ", functionVersion='" + functionVersion + ''' +
                ", startTime=" + startTime +
                ", timeoutMs=" + timeoutMs +
                '}';
    }
}

執(zhí)行結(jié)果

package com.example.model;

import java.time.LocalDateTime;

/**
 * 函數(shù)執(zhí)行結(jié)果
 */
public class ExecutionResult {
    
    private String requestId;
    private String functionName;
    private boolean success;
    private Object result;
    private String errorMessage;
    private String errorType;
    private LocalDateTime startTime;
    private LocalDateTime endTime;
    private long executionTime;
    
    public ExecutionResult(String requestId, String functionName) {
        this.requestId = requestId;
        this.functionName = functionName;
        this.startTime = LocalDateTime.now();
    }
    
    // 標(biāo)記執(zhí)行成功
    public void markSuccess(Object result) {
        this.success = true;
        this.result = result;
        this.endTime = LocalDateTime.now();
        this.executionTime = calculateExecutionTime();
    }
    
    // 標(biāo)記執(zhí)行失敗
    public void markFailure(String errorType, String errorMessage) {
        this.success = false;
        this.errorType = errorType;
        this.errorMessage = errorMessage;
        this.endTime = LocalDateTime.now();
        this.executionTime = calculateExecutionTime();
    }
    
    // 計(jì)算執(zhí)行時(shí)間
    private long calculateExecutionTime() {
        if (startTime != null && endTime != null) {
            return java.sql.Timestamp.valueOf(endTime).getTime() - 
                   java.sql.Timestamp.valueOf(startTime).getTime();
        }
        return 0;
    }
    
    // Getter和Setter方法省略

    @Override
    public String toString() {
        return "ExecutionResult{" +
                "requestId='" + requestId + ''' +
                ", functionName='" + functionName + ''' +
                ", success=" + success +
                ", executionTime=" + executionTime +
                '}';
    }
}

函數(shù)指標(biāo)統(tǒng)計(jì)

package com.example.model;

import java.time.LocalDateTime;
import java.util.concurrent.atomic.AtomicLong;
import java.util.concurrent.atomic.AtomicReference;

/**
 * 函數(shù)執(zhí)行指標(biāo)
 */
public class FunctionMetrics {
    
    private String functionName;
    private AtomicLong invocationCount = new AtomicLong(0);
    private AtomicLong successCount = new AtomicLong(0);
    private AtomicLong errorCount = new AtomicLong(0);
    private AtomicLong totalExecutionTime = new AtomicLong(0);
    private AtomicLong minExecutionTime = new AtomicLong(Long.MAX_VALUE);
    private AtomicLong maxExecutionTime = new AtomicLong(0);
    private AtomicReference<LocalDateTime> lastInvocation = new AtomicReference<>();
    private AtomicReference<LocalDateTime> createTime = new AtomicReference<>(LocalDateTime.now());
    
    public FunctionMetrics(String functionName) {
        this.functionName = functionName;
    }
    
    // 記錄函數(shù)調(diào)用
    public void recordInvocation(ExecutionResult result) {
        invocationCount.incrementAndGet();
        lastInvocation.set(LocalDateTime.now());
        
        if (result.isSuccess()) {
            successCount.incrementAndGet();
        } else {
            errorCount.incrementAndGet();
        }
        
        long executionTime = result.getExecutionTime();
        totalExecutionTime.addAndGet(executionTime);
        
        // 更新最小執(zhí)行時(shí)間
        minExecutionTime.updateAndGet(current -> Math.min(current, executionTime));
        
        // 更新最大執(zhí)行時(shí)間
        maxExecutionTime.updateAndGet(current -> Math.max(current, executionTime));
    }
    
    // 獲取平均執(zhí)行時(shí)間
    public double getAvgExecutionTime() {
        long count = invocationCount.get();
        if (count == 0) {
            return 0.0;
        }
        return (double) totalExecutionTime.get() / count;
    }
    
    // 獲取成功率
    public double getSuccessRate() {
        long total = invocationCount.get();
        if (total == 0) {
            return 0.0;
        }
        return (double) successCount.get() / total * 100;
    }
    
    // 獲取錯誤率
    public double getErrorRate() {
        return 100.0 - getSuccessRate();
    }
    
    @Override
    public String toString() {
        return "FunctionMetrics{" +
                "functionName='" + functionName + ''' +
                ", invocationCount=" + invocationCount.get() +
                ", successCount=" + successCount.get() +
                ", errorCount=" + errorCount.get() +
                ", avgExecutionTime=" + String.format("%.2f", getAvgExecutionTime()) +
                ", successRate=" + String.format("%.2f", getSuccessRate()) + "%" +
                '}';
    }
}

隔離類加載器

package com.example.executor;

import java.io.ByteArrayOutputStream;
import java.io.IOException;
import java.io.InputStream;
import java.net.URL;
import java.net.URLClassLoader;
import java.util.HashMap;
import java.util.Map;

/**
 * 隔離類加載器
 * 為每個(gè)函數(shù)提供獨(dú)立的類加載環(huán)境
 */
public class IsolatedClassLoader extends URLClassLoader {
    
    private final String functionName;
    private final Map<String, Class<?>> loadedClasses = new HashMap<>();
    private final ClassLoader parentClassLoader;
    
    public IsolatedClassLoader(String functionName, URL[] urls, ClassLoader parent) {
        super(urls, parent);
        this.functionName = functionName;
        this.parentClassLoader = parent;
    }
    
    @Override
    protected Class<?> loadClass(String name, boolean resolve) throws ClassNotFoundException {
        // 檢查是否已經(jīng)加載過
        Class<?> loadedClass = loadedClasses.get(name);
        if (loadedClass != null) {
            return loadedClass;
        }
        
        // 對于Java系統(tǒng)類,使用父類加載器
        if (name.startsWith("java.") || name.startsWith("javax.") || 
            name.startsWith("sun.") || name.startsWith("com.sun.")) {
            return super.loadClass(name, resolve);
        }
        
        // 對于Spring相關(guān)類,使用父類加載器
        if (name.startsWith("org.springframework.") || 
            name.startsWith("org.apache.") ||
            name.startsWith("com.fasterxml.")) {
            return super.loadClass(name, resolve);
        }
        
        try {
            // 嘗試自己加載類
            Class<?> clazz = findClass(name);
            loadedClasses.put(name, clazz);
            if (resolve) {
                resolveClass(clazz);
            }
            return clazz;
        } catch (ClassNotFoundException e) {
            // 如果找不到,使用父類加載器
            return super.loadClass(name, resolve);
        }
    }
    
    @Override
    protected Class<?> findClass(String name) throws ClassNotFoundException {
        try {
            String path = name.replace('.', '/') + ".class";
            InputStream is = getResourceAsStream(path);
            if (is == null) {
                throw new ClassNotFoundException(name);
            }
            
            byte[] classData = readClassData(is);
            return defineClass(name, classData, 0, classData.length);
        } catch (IOException e) {
            throw new ClassNotFoundException(name, e);
        }
    }
    
    private byte[] readClassData(InputStream is) throws IOException {
        ByteArrayOutputStream buffer = new ByteArrayOutputStream();
        byte[] data = new byte[1024];
        int bytesRead;
        while ((bytesRead = is.read(data)) != -1) {
            buffer.write(data, 0, bytesRead);
        }
        return buffer.toByteArray();
    }
    
    public String getFunctionName() {
        return functionName;
    }
    
    public int getLoadedClassCount() {
        return loadedClasses.size();
    }
    
    @Override
    public void close() throws IOException {
        loadedClasses.clear();
        super.close();
    }
}

函數(shù)執(zhí)行器

package com.example.executor;

import com.example.model.ExecutionContext;
import com.example.model.ExecutionResult;
import com.example.model.ServerlessFunction;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;

import java.io.File;
import java.lang.management.ManagementFactory;
import java.lang.management.MemoryMXBean;
import java.net.URL;
import java.util.Map;
import java.util.concurrent.*;

/**
 * 函數(shù)執(zhí)行器
 * 負(fù)責(zé)在隔離環(huán)境中執(zhí)行函數(shù)
 */
@Component
@Slf4j
public class FunctionExecutor {

    @Autowired
    private ClassLoaderPool classLoaderPool;

    private final ExecutorService executorService;
    
    public FunctionExecutor() {
        // 創(chuàng)建線程池用于執(zhí)行函數(shù)
        this.executorService = Executors.newCachedThreadPool(r -> {
            Thread t = new Thread(r);
            t.setName("function-executor-" + System.currentTimeMillis());
            t.setDaemon(true);
            return t;
        });
    }
    
    /**
     * 執(zhí)行函數(shù)
     */
    public ExecutionResult execute(String functionName, String jarPath, String className, 
                                 Map<String, Object> input, ExecutionContext context) {
        
        ExecutionResult result = new ExecutionResult(context.getRequestId(), functionName);

        Future<Object> future = executorService.submit(() -> {
            // 從池中獲取ClassLoader(不需要每次創(chuàng)建)
            IsolatedClassLoader classLoader = classLoaderPool.getClassLoader(
                    functionName, jarPath, className);

            // 加載函數(shù)類
            Class<?> functionClass = classLoader.loadClass(className);
            Object functionInstance = functionClass.getDeclaredConstructor().newInstance();

            // 檢查是否實(shí)現(xiàn)了ServerlessFunction接口
            if (!(functionInstance instanceof ServerlessFunction)) {
                throw new IllegalArgumentException(
                    "Function class must implement ServerlessFunction interface");
            }

            ServerlessFunction function = (ServerlessFunction) functionInstance;
            // 執(zhí)行函數(shù)
            return function.handle(input, context);
        });
        
        try {
            // 等待執(zhí)行結(jié)果,支持超時(shí)
            Object functionResult = future.get(context.getTimeoutMs(), TimeUnit.MILLISECONDS);
            result.markSuccess(functionResult);
        } catch (TimeoutException e) {
            future.cancel(true);
            result.markFailure("TIMEOUT", "Function execution timeout");
            
        } catch (ExecutionException e) {
            Throwable cause = e.getCause();
            log.error(cause.getMessage(),cause);
            result.markFailure(
                cause.getClass().getSimpleName(), 
                cause.getMessage()
            );
            
        } catch (Exception e) {
            result.markFailure(
                e.getClass().getSimpleName(), 
                e.getMessage()
            );
        }

        return result;
    }
    
    /**
     * 關(guān)閉執(zhí)行器
     */
    public void shutdown() {
        executorService.shutdown();
        try {
            if (!executorService.awaitTermination(30, TimeUnit.SECONDS)) {
                executorService.shutdownNow();
            }
        } catch (InterruptedException e) {
            executorService.shutdownNow();
            Thread.currentThread().interrupt();
        }
    }
}

函數(shù)管理器

package com.example.core;

import com.example.model.FunctionMetrics;
import org.springframework.stereotype.Component;

import java.io.File;
import java.util.*;
import java.util.concurrent.ConcurrentHashMap;

/**
 * 函數(shù)管理器
 * 負(fù)責(zé)函數(shù)的注冊、查找、生命周期管理
 */
@Component
public class FunctionManager {
    
    // 函數(shù)注冊表
    private final Map<String, FunctionDefinition> functions = new ConcurrentHashMap<>();
    
    // 函數(shù)指標(biāo)
    private final Map<String, FunctionMetrics> metrics = new ConcurrentHashMap<>();
    
    /**
     * 函數(shù)定義
     */
    public static class FunctionDefinition {
        private String name;
        private String description;
        private String jarPath;
        private String className;
        private long timeoutMs;
        private Map<String, Object> environment;
        private Date createTime;
        private Date updateTime;
        
        public FunctionDefinition(String name, String jarPath, String className) {
            this.name = name;
            this.jarPath = jarPath;
            this.className = className;
            this.timeoutMs = 30000; // 默認(rèn)30秒
            this.environment = new HashMap<>();
            this.createTime = new Date();
            this.updateTime = new Date();
        }
        
        // Getter和Setter方法
        public String getName() { return name; }
        public void setName(String name) { this.name = name; }
        
        public String getDescription() { return description; }
        public void setDescription(String description) { this.description = description; }
        
        public String getJarPath() { return jarPath; }
        public void setJarPath(String jarPath) { this.jarPath = jarPath; }
        
        public String getClassName() { return className; }
        public void setClassName(String className) { this.className = className; }
        
        public long getTimeoutMs() { return timeoutMs; }
        public void setTimeoutMs(long timeoutMs) { this.timeoutMs = timeoutMs; }

        public Map<String, Object> getEnvironment() { return environment; }
        public void setEnvironment(Map<String, Object> environment) { this.environment = environment; }
        
        public Date getCreateTime() { return createTime; }
        public Date getUpdateTime() { return updateTime; }
        public void setUpdateTime(Date updateTime) { this.updateTime = updateTime; }
    }
    
    /**
     * 注冊函數(shù)
     */
    public void registerFunction(String name, String jarPath, String className) {
        // 驗(yàn)證jar文件是否存在
        File jarFile = new File(jarPath);
        if (!jarFile.exists()) {
            throw new IllegalArgumentException("JAR file not found: " + jarPath);
        }
        
        FunctionDefinition definition = new FunctionDefinition(name, jarPath, className);
        functions.put(name, definition);
        
        // 初始化指標(biāo)
        metrics.put(name, new FunctionMetrics(name));
        
        System.out.println("Function registered: " + name + " -> " + className);
    }
    
    /**
     * 注冊函數(shù)(帶配置)
     */
    public void registerFunction(String name, String jarPath, String className, 
                               long timeoutMs, Map<String, Object> environment) {
        registerFunction(name, jarPath, className);
        
        FunctionDefinition definition = functions.get(name);
        definition.setTimeoutMs(timeoutMs);
        if (environment != null) {
            definition.setEnvironment(new HashMap<>(environment));
        }
    }
    
    /**
     * 獲取函數(shù)定義
     */
    public FunctionDefinition getFunction(String name) {
        return functions.get(name);
    }
    
    /**
     * 檢查函數(shù)是否存在
     */
    public boolean functionExists(String name) {
        return functions.containsKey(name);
    }
    
    /**
     * 獲取所有函數(shù)名稱
     */
    public Set<String> getAllFunctionNames() {
        return new HashSet<>(functions.keySet());
    }
    
    /**
     * 獲取所有函數(shù)定義
     */
    public Collection<FunctionDefinition> getAllFunctions() {
        return new ArrayList<>(functions.values());
    }
    
    /**
     * 更新函數(shù)
     */
    public void updateFunction(String name, String jarPath, String className) {
        if (!functionExists(name)) {
            throw new IllegalArgumentException("Function not found: " + name);
        }
        
        FunctionDefinition definition = functions.get(name);
        definition.setJarPath(jarPath);
        definition.setClassName(className);
        definition.setUpdateTime(new Date());
        
        System.out.println("Function updated: " + name);
    }
    
    /**
     * 刪除函數(shù)
     */
    public void removeFunction(String name) {
        if (functions.remove(name) != null) {
            metrics.remove(name);
            System.out.println("Function removed: " + name);
        }
    }
    
    /**
     * 獲取函數(shù)指標(biāo)
     */
    public FunctionMetrics getFunctionMetrics(String name) {
        return metrics.get(name);
    }
    
    /**
     * 獲取所有函數(shù)指標(biāo)
     */
    public Collection<FunctionMetrics> getAllMetrics() {
        return new ArrayList<>(metrics.values());
    }
    
    /**
     * 清理所有函數(shù)
     */
    public void clear() {
        functions.clear();
        metrics.clear();
    }
    
    /**
     * 獲取函數(shù)數(shù)量
     */
    public int getFunctionCount() {
        return functions.size();
    }
}

執(zhí)行引擎

package com.example;

import cn.hutool.core.io.FileUtil;
import com.example.core.FunctionManager;
import com.example.trigger.TimerTrigger;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.CommandLineRunner;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.scheduling.annotation.EnableScheduling;

import java.util.HashMap;
import java.util.Map;

/**
 * Serverless引擎啟動類
 */
@SpringBootApplication
@EnableScheduling
public class ServerlessEngine implements CommandLineRunner {
    
    @Autowired
    private FunctionManager functionManager;
    
    @Autowired
    private TimerTrigger timerTrigger;
    
    public static void main(String[] args) {
        FileUtil.writeBytes("123".getBytes(),"functions/function.txt");
        SpringApplication.run(ServerlessEngine.class, args);
    }
    
    @Override
    public void run(String... args) throws Exception {
        System.out.println("=== Serverless Engine Started ===");
        
        // 注冊示例函數(shù)
        registerDemoFunctions();
        
        // 注冊示例定時(shí)任務(wù)
        registerDemoTimerTasks();
        
        System.out.println("=== Demo Functions and Tasks Registered ===");
        System.out.println("API available at: http://localhost:8080/serverless");
    }
    
    /**
     * 注冊演示函數(shù)
     */
    private void registerDemoFunctions() {
        // 注冊Hello World函數(shù)
        functionManager.registerFunction(
            "hello-world",
            "functions/demo-function.jar",
            "com.example.functions.HelloWorldFunction"
        );
        
        // 注冊用戶服務(wù)函數(shù)
        Map<String, Object> userEnv = new HashMap<>();
        userEnv.put("DB_URL", "jdbc:h2:mem:testdb");
        userEnv.put("MAX_USERS", "1000");
        
        functionManager.registerFunction(
            "user-service",
            "functions/user-function.jar",
            "com.example.functions.UserServiceFunction",
            60000, // 60秒超時(shí)
            userEnv
        );
    }
    
    /**
     * 注冊演示定時(shí)任務(wù)
     */
    private void registerDemoTimerTasks() {
        // 注冊清理任務(wù)
        timerTrigger.registerTimerTask(
            "cleanup-task",
            "user-service",
            "0 0 2 * * ?" // 每天凌晨2點(diǎn)執(zhí)行
        );
        
        // 注冊健康檢查任務(wù)
        timerTrigger.registerTimerTask(
            "health-check",
            "hello-world",
            "0/10 * * * * ?" // 每10秒執(zhí)行一次
        );
    }
}

HTTP觸發(fā)器

package com.example.trigger;

import com.example.core.ExecutionEngine;
import com.example.model.ExecutionResult;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;

import javax.servlet.http.HttpServletRequest;
import java.util.Enumeration;
import java.util.HashMap;
import java.util.Map;

/**
 * HTTP觸發(fā)器
 * 處理HTTP請求觸發(fā)的函數(shù)調(diào)用
 */
@Component
public class HttpTrigger {
    
    @Autowired
    private ExecutionEngine executionEngine;
    
    /**
     * 處理HTTP請求
     */
    public ExecutionResult handleRequest(String functionName, HttpServletRequest request, 
                                       Map<String, Object> body) {
        
        // 構(gòu)建輸入?yún)?shù)
        Map<String, Object> input = new HashMap<>();
        
        // 添加HTTP相關(guān)信息
        Map<String, Object> httpInfo = new HashMap<>();
        httpInfo.put("method", request.getMethod());
        httpInfo.put("path", request.getRequestURI());
        httpInfo.put("queryString", request.getQueryString());
        httpInfo.put("remoteAddr", request.getRemoteAddr());
        httpInfo.put("userAgent", request.getHeader("User-Agent"));
        
        // 添加請求頭
        Map<String, String> headers = new HashMap<>();
        Enumeration<String> headerNames = request.getHeaderNames();
        if (headerNames != null) {
            while (headerNames.hasMoreElements()) {
                String headerName = headerNames.nextElement();
                headers.put(headerName, request.getHeader(headerName));
            }
        }
        httpInfo.put("headers", headers);
        
        // 添加查詢參數(shù)
        Map<String, String[]> queryParams = request.getParameterMap();
        Map<String, Object> params = new HashMap<>();
        queryParams.forEach((key, values) -> {
            if (values.length == 1) {
                params.put(key, values[0]);
            } else {
                params.put(key, values);
            }
        });
        httpInfo.put("queryParams", params);
        
        input.put("http", httpInfo);
        
        // 添加請求體
        if (body != null) {
            input.put("body", body);
        }
        
        // 調(diào)用函數(shù)
        return executionEngine.invoke(functionName, input);
    }
    
    /**
     * 簡化的GET請求處理
     */
    public ExecutionResult handleGetRequest(String functionName, HttpServletRequest request) {
        return handleRequest(functionName, request, null);
    }
    
    /**
     * 簡化的POST請求處理
     */
    public ExecutionResult handlePostRequest(String functionName, HttpServletRequest request, 
                                           Map<String, Object> body) {
        return handleRequest(functionName, request, body);
    }
}

定時(shí)觸發(fā)器

package com.example.trigger;

import com.example.core.ExecutionEngine;
import com.example.model.ExecutionResult;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.scheduling.annotation.Scheduled;
import org.springframework.stereotype.Component;

import java.time.LocalDateTime;
import java.util.HashMap;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;

/**
 * 定時(shí)觸發(fā)器
 * 支持cron表達(dá)式定時(shí)觸發(fā)函數(shù)
 */
@Component
public class TimerTrigger {
    
    @Autowired
    private ExecutionEngine executionEngine;
    
    // 定時(shí)任務(wù)注冊表
    private final Map<String, TimerTask> timerTasks = new ConcurrentHashMap<>();
    
    /**
     * 定時(shí)任務(wù)定義
     */
    public static class TimerTask {
        private String name;
        private String functionName;
        private String cronExpression;
        private boolean enabled;
        private LocalDateTime lastExecution;
        private LocalDateTime nextExecution;
        private long executionCount;
        
        public TimerTask(String name, String functionName, String cronExpression) {
            this.name = name;
            this.functionName = functionName;
            this.cronExpression = cronExpression;
            this.enabled = true;
            this.executionCount = 0;
        }
        
        // Getter和Setter方法
        public String getName() { return name; }
        public String getFunctionName() { return functionName; }
        public String getCronExpression() { return cronExpression; }
        public boolean isEnabled() { return enabled; }
        public void setEnabled(boolean enabled) { this.enabled = enabled; }
        public LocalDateTime getLastExecution() { return lastExecution; }
        public void setLastExecution(LocalDateTime lastExecution) { this.lastExecution = lastExecution; }
        public LocalDateTime getNextExecution() { return nextExecution; }
        public void setNextExecution(LocalDateTime nextExecution) { this.nextExecution = nextExecution; }
        public long getExecutionCount() { return executionCount; }
        public void incrementExecutionCount() { this.executionCount++; }
    }
    
    /**
     * 注冊定時(shí)任務(wù)
     */
    public void registerTimerTask(String taskName, String functionName, String cronExpression) {
        TimerTask task = new TimerTask(taskName, functionName, cronExpression);
        timerTasks.put(taskName, task);
        System.out.println("Timer task registered: " + taskName + " -> " + functionName + " (" + cronExpression + ")");
    }
    
    /**
     * 移除定時(shí)任務(wù)
     */
    public void removeTimerTask(String taskName) {
        if (timerTasks.remove(taskName) != null) {
            System.out.println("Timer task removed: " + taskName);
        }
    }
    
    /**
     * 啟用/禁用定時(shí)任務(wù)
     */
    public void setTimerTaskEnabled(String taskName, boolean enabled) {
        TimerTask task = timerTasks.get(taskName);
        if (task != null) {
            task.setEnabled(enabled);
            System.out.println("Timer task " + taskName + " " + (enabled ? "enabled" : "disabled"));
        }
    }
    
    /**
     * 獲取所有定時(shí)任務(wù)
     */
    public Map<String, TimerTask> getAllTimerTasks() {
        return new HashMap<>(timerTasks);
    }
    
    /**
     * 手動執(zhí)行定時(shí)任務(wù)
     */
    public ExecutionResult executeTimerTask(String taskName) {
        TimerTask task = timerTasks.get(taskName);
        if (task == null) {
            throw new IllegalArgumentException("Timer task not found: " + taskName);
        }
        
        return executeTask(task);
    }
    
    /**
     * 定時(shí)執(zhí)行 - 每分鐘檢查一次
     */
    @Scheduled(fixedRate = 60000) // 每分鐘執(zhí)行一次
    public void checkAndExecuteTimerTasks() {
        LocalDateTime now = LocalDateTime.now();
        
        timerTasks.values().stream()
            .filter(TimerTask::isEnabled)
            .forEach(task -> {
                // 這里簡化處理,實(shí)際應(yīng)該解析cron表達(dá)式
                // 為了演示,我們每5分鐘執(zhí)行一次
                if (task.getLastExecution() == null || 
                    task.getLastExecution().isBefore(now.minusMinutes(5))) {
                    
                    executeTask(task);
                }
            });
    }
    
    /**
     * 執(zhí)行定時(shí)任務(wù)
     */
    private ExecutionResult executeTask(TimerTask task) {
        // 構(gòu)建輸入?yún)?shù)
        Map<String, Object> input = new HashMap<>();
        
        Map<String, Object> timerInfo = new HashMap<>();
        timerInfo.put("taskName", task.getName());
        timerInfo.put("cronExpression", task.getCronExpression());
        timerInfo.put("executionTime", LocalDateTime.now().toString());
        timerInfo.put("executionCount", task.getExecutionCount());
        
        input.put("timer", timerInfo);
        
        // 執(zhí)行函數(shù)
        ExecutionResult result = executionEngine.invoke(task.getFunctionName(), input);
        
        // 更新任務(wù)信息
        task.setLastExecution(LocalDateTime.now());
        task.incrementExecutionCount();
        
        System.out.println("Timer task executed: " + task.getName() + 
                          " -> " + task.getFunctionName() + 
                          ", success: " + result.isSuccess());
        
        return result;
    }
}

Serverless控制器

package com.example.api;

import com.example.core.ExecutionEngine;
import com.example.core.FunctionManager;
import com.example.model.ExecutionResult;
import com.example.model.FunctionMetrics;
import com.example.trigger.HttpTrigger;
import com.example.trigger.TimerTrigger;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.http.ResponseEntity;
import org.springframework.web.bind.annotation.*;

import javax.servlet.http.HttpServletRequest;
import java.util.Collection;
import java.util.HashMap;
import java.util.Map;
import java.util.Set;

/**
 * Serverless API控制器
 */
@RestController
@RequestMapping("/serverless")
public class ServerlessController {
    
    @Autowired
    private FunctionManager functionManager;
    
    @Autowired
    private ExecutionEngine executionEngine;
    
    @Autowired
    private HttpTrigger httpTrigger;
    
    @Autowired
    private TimerTrigger timerTrigger;
    
    /**
     * 調(diào)用函數(shù)
     */
    @PostMapping("/functions/{functionName}/invoke")
    public ResponseEntity<Map<String, Object>> invokeFunction(
            @PathVariable String functionName,
            @RequestBody(required = false) Map<String, Object> input,
            HttpServletRequest request) {
        
        ExecutionResult result = httpTrigger.handlePostRequest(functionName, request, input);
        
        Map<String, Object> response = new HashMap<>();
        response.put("requestId", result.getRequestId());
        response.put("functionName", result.getFunctionName());
        response.put("success", result.isSuccess());
        response.put("executionTime", result.getExecutionTime());
        response.put("memoryUsed", result.getMemoryUsed());
        
        if (result.isSuccess()) {
            response.put("result", result.getResult());
        } else {
            response.put("errorType", result.getErrorType());
            response.put("errorMessage", result.getErrorMessage());
        }
        
        return ResponseEntity.ok(response);
    }
    
    /**
     * GET方式調(diào)用函數(shù)
     */
    @GetMapping("/functions/{functionName}/invoke")
    public ResponseEntity<Map<String, Object>> invokeFunctionGet(
            @PathVariable String functionName,
            HttpServletRequest request) {
        
        ExecutionResult result = httpTrigger.handleGetRequest(functionName, request);
        
        Map<String, Object> response = new HashMap<>();
        response.put("requestId", result.getRequestId());
        response.put("functionName", result.getFunctionName());
        response.put("success", result.isSuccess());
        response.put("executionTime", result.getExecutionTime());
        
        if (result.isSuccess()) {
            response.put("result", result.getResult());
        } else {
            response.put("errorType", result.getErrorType());
            response.put("errorMessage", result.getErrorMessage());
        }
        
        return ResponseEntity.ok(response);
    }
    
    /**
     * 注冊函數(shù)
     */
    @PostMapping("/functions/{functionName}")
    public ResponseEntity<Map<String, String>> registerFunction(
            @PathVariable String functionName,
            @RequestBody Map<String, Object> config) {
        
        String jarPath = (String) config.get("jarPath");
        String className = (String) config.get("className");
        Long timeoutMs = config.containsKey("timeoutMs") ? 
            ((Number) config.get("timeoutMs")).longValue() : 30000L;
        Long maxMemory = config.containsKey("maxMemory") ? 
            ((Number) config.get("maxMemory")).longValue() : 128 * 1024 * 1024L;
        
        @SuppressWarnings("unchecked")
        Map<String, Object> environment = (Map<String, Object>) config.get("environment");
        
        functionManager.registerFunction(functionName, jarPath, className, 
                                       timeoutMs, maxMemory, environment);
        
        Map<String, String> response = new HashMap<>();
        response.put("message", "Function registered successfully");
        response.put("functionName", functionName);
        
        return ResponseEntity.ok(response);
    }
    
    /**
     * 獲取所有函數(shù)列表
     */
    @GetMapping("/functions")
    public ResponseEntity<Map<String, Object>> getAllFunctions() {
        Collection<FunctionManager.FunctionDefinition> functions = functionManager.getAllFunctions();
        
        Map<String, Object> response = new HashMap<>();
        response.put("functions", functions);
        response.put("count", functions.size());
        
        return ResponseEntity.ok(response);
    }
    
    /**
     * 獲取函數(shù)詳情
     */
    @GetMapping("/functions/{functionName}")
    public ResponseEntity<FunctionManager.FunctionDefinition> getFunctionDetail(
            @PathVariable String functionName) {
        
        FunctionManager.FunctionDefinition function = functionManager.getFunction(functionName);
        if (function == null) {
            return ResponseEntity.notFound().build();
        }
        
        return ResponseEntity.ok(function);
    }
    
    /**
     * 刪除函數(shù)
     */
    @DeleteMapping("/functions/{functionName}")
    public ResponseEntity<Map<String, String>> deleteFunction(@PathVariable String functionName) {
        functionManager.removeFunction(functionName);
        
        Map<String, String> response = new HashMap<>();
        response.put("message", "Function deleted successfully");
        response.put("functionName", functionName);
        
        return ResponseEntity.ok(response);
    }
    
    /**
     * 獲取函數(shù)指標(biāo)
     */
    @GetMapping("/functions/{functionName}/metrics")
    public ResponseEntity<FunctionMetrics> getFunctionMetrics(@PathVariable String functionName) {
        FunctionMetrics metrics = functionManager.getFunctionMetrics(functionName);
        if (metrics == null) {
            return ResponseEntity.notFound().build();
        }
        
        return ResponseEntity.ok(metrics);
    }
    
    /**
     * 獲取所有函數(shù)指標(biāo)
     */
    @GetMapping("/metrics")
    public ResponseEntity<Map<String, Object>> getAllMetrics() {
        Collection<FunctionMetrics> metrics = functionManager.getAllMetrics();
        
        Map<String, Object> response = new HashMap<>();
        response.put("metrics", metrics);
        response.put("count", metrics.size());
        
        return ResponseEntity.ok(response);
    }
    
    /**
     * 注冊定時(shí)任務(wù)
     */
    @PostMapping("/timer-tasks/{taskName}")
    public ResponseEntity<Map<String, String>> registerTimerTask(
            @PathVariable String taskName,
            @RequestBody Map<String, String> config) {
        
        String functionName = config.get("functionName");
        String cronExpression = config.get("cronExpression");
        
        timerTrigger.registerTimerTask(taskName, functionName, cronExpression);
        
        Map<String, String> response = new HashMap<>();
        response.put("message", "Timer task registered successfully");
        response.put("taskName", taskName);
        
        return ResponseEntity.ok(response);
    }
    
    /**
     * 獲取所有定時(shí)任務(wù)
     */
    @GetMapping("/timer-tasks")
    public ResponseEntity<Map<String, Object>> getAllTimerTasks() {
        Map<String, TimerTrigger.TimerTask> tasks = timerTrigger.getAllTimerTasks();
        
        Map<String, Object> response = new HashMap<>();
        response.put("tasks", tasks);
        response.put("count", tasks.size());
        
        return ResponseEntity.ok(response);
    }
    
    /**
     * 手動執(zhí)行定時(shí)任務(wù)
     */
    @PostMapping("/timer-tasks/{taskName}/execute")
    public ResponseEntity<Map<String, Object>> executeTimerTask(@PathVariable String taskName) {
        ExecutionResult result = timerTrigger.executeTimerTask(taskName);
        
        Map<String, Object> response = new HashMap<>();
        response.put("requestId", result.getRequestId());
        response.put("success", result.isSuccess());
        response.put("executionTime", result.getExecutionTime());
        
        if (result.isSuccess()) {
            response.put("result", result.getResult());
        } else {
            response.put("errorType", result.getErrorType());
            response.put("errorMessage", result.getErrorMessage());
        }
        
        return ResponseEntity.ok(response);
    }
    
    /**
     * 系統(tǒng)狀態(tài)
     */
    @GetMapping("/status")
    public ResponseEntity<Map<String, Object>> getSystemStatus() {
        Map<String, Object> status = new HashMap<>();
        
        // 系統(tǒng)信息
        Runtime runtime = Runtime.getRuntime();
        status.put("totalMemory", runtime.totalMemory());
        status.put("freeMemory", runtime.freeMemory());
        status.put("usedMemory", runtime.totalMemory() - runtime.freeMemory());
        status.put("maxMemory", runtime.maxMemory());
        status.put("availableProcessors", runtime.availableProcessors());
        
        // 函數(shù)統(tǒng)計(jì)
        status.put("functionCount", functionManager.getFunctionCount());
        status.put("timerTaskCount", timerTrigger.getAllTimerTasks().size());
        
        // 總執(zhí)行次數(shù)
        long totalInvocations = functionManager.getAllMetrics().stream()
                .mapToLong(FunctionMetrics::getInvocationCount)
                .sum();
        status.put("totalInvocations", totalInvocations);
        
        return ResponseEntity.ok(status);
    }
}

主啟動類

package com.example;

import cn.hutool.core.io.FileUtil;
import com.example.core.FunctionManager;
import com.example.trigger.TimerTrigger;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.CommandLineRunner;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.scheduling.annotation.EnableScheduling;

import java.util.HashMap;
import java.util.Map;

/**
 * Serverless引擎啟動類
 */
@SpringBootApplication
@EnableScheduling
public class ServerlessEngine implements CommandLineRunner {
    
    @Autowired
    private FunctionManager functionManager;
    
    @Autowired
    private TimerTrigger timerTrigger;
    
    public static void main(String[] args) {
        FileUtil.writeBytes("123".getBytes(),"functions/function.txt");
        SpringApplication.run(ServerlessEngine.class, args);
    }
    
    @Override
    public void run(String... args) throws Exception {
        System.out.println("=== Serverless Engine Started ===");
        
        // 注冊示例函數(shù)
        registerDemoFunctions();
        
        // 注冊示例定時(shí)任務(wù)
        registerDemoTimerTasks();
        
        System.out.println("=== Demo Functions and Tasks Registered ===");
        System.out.println("API available at: http://localhost:8080/serverless");
    }
    
    /**
     * 注冊演示函數(shù)
     */
    private void registerDemoFunctions() {
        // 注冊Hello World函數(shù)
        functionManager.registerFunction(
            "hello-world",
            "functions/demo-function.jar",
            "com.example.functions.HelloWorldFunction"
        );
        
        // 注冊用戶服務(wù)函數(shù)
        Map<String, Object> userEnv = new HashMap<>();
        userEnv.put("DB_URL", "jdbc:h2:mem:testdb");
        userEnv.put("MAX_USERS", "1000");
        
        functionManager.registerFunction(
            "user-service",
            "functions/user-function.jar",
            "com.example.functions.UserServiceFunction",
            60000, // 60秒超時(shí)
            userEnv
        );
    }
    
    /**
     * 注冊演示定時(shí)任務(wù)
     */
    private void registerDemoTimerTasks() {
        // 注冊清理任務(wù)
        timerTrigger.registerTimerTask(
            "cleanup-task",
            "user-service",
            "0 0 2 * * ?" // 每天凌晨2點(diǎn)執(zhí)行
        );
        
        // 注冊健康檢查任務(wù)
        timerTrigger.registerTimerTask(
            "health-check",
            "hello-world",
            "0/10 * * * * ?" // 每10秒執(zhí)行一次
        );
    }
}

配置文件

# application.yml
server:
  port: 8080

spring:
  application:
    name: serverless-engine
  
  jackson:
    date-format: yyyy-MM-dd HH:mm:ss
    time-zone: GMT+8
    default-property-inclusion: non_null

# Serverless引擎配置
serverless:
  function:
    # 函數(shù)存儲目錄
    function-dir: ./functions/
    # 默認(rèn)超時(shí)時(shí)間(毫秒)
    default-timeout: 30000
    # 最大并發(fā)執(zhí)行數(shù)
    max-concurrent-executions: 100
  
  executor:
    # 核心線程數(shù)
    core-pool-size: 10
    # 最大線程數(shù)
    max-pool-size: 50
    # 線程存活時(shí)間(秒)
    keep-alive-time: 60
    # 隊(duì)列容量
    queue-capacity: 1000

logging:
  level:
    com.example: DEBUG
  pattern:
    console: "%d{yyyy-MM-dd HH:mm:ss} [%thread] %-5level %logger{36} - %msg%n"

management:
  endpoints:
    web:
      exposure:
        include: health,info,metrics,env
  endpoint:
    health:
      show-details: always

示例函數(shù)

Hello World函數(shù)

package com.example.functions;

import com.example.model.ExecutionContext;
import com.example.model.ServerlessFunction;

import java.time.LocalDateTime;
import java.util.HashMap;
import java.util.Map;

/**
 * Hello World示例函數(shù)
 */
public class HelloWorldFunction implements ServerlessFunction {
    
    @Override
    public Object handle(Map<String, Object> input, ExecutionContext context) throws Exception {
        
        Map<String, Object> result = new HashMap<>();
        result.put("message", "Hello from Serverless Engine!");
        result.put("timestamp", LocalDateTime.now().toString());
        result.put("requestId", context.getRequestId());
        result.put("functionName", context.getFunctionName());
        result.put("input", input);
        
        // 模擬一些處理時(shí)間
        Thread.sleep(100);
        
        return result;
    }
}

用戶服務(wù)函數(shù)

package com.example.functions;

import com.example.model.ExecutionContext;
import com.example.model.ServerlessFunction;

import java.util.HashMap;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.atomic.AtomicLong;

/**
 * 用戶服務(wù)示例函數(shù)
 */
public class UserServiceFunction implements ServerlessFunction {
    
    // 模擬用戶存儲
    private static final Map<Long, Map<String, Object>> users = new ConcurrentHashMap<>();
    private static final AtomicLong idGenerator = new AtomicLong(1);
    
    static {
        // 初始化一些測試數(shù)據(jù)
        Map<String, Object> user1 = new HashMap<>();
        user1.put("id", 1L);
        user1.put("name", "John Doe");
        user1.put("email", "john@example.com");
        users.put(1L, user1);
        
        Map<String, Object> user2 = new HashMap<>();
        user2.put("id", 2L);
        user2.put("name", "Jane Smith");
        user2.put("email", "jane@example.com");
        users.put(2L, user2);

        idGenerator.set(3);
    }
    
    @Override
    public Object handle(Map<String, Object> input, ExecutionContext context) throws Exception {
        String action = (String) ((Map)input.get("body")).get("action");
        if (action == null) {
            action = "list";
        }
        
        Map<String, Object> result = new HashMap<>();
        
        switch (action.toLowerCase()) {
            case "list":
                result.put("users", users.values());
                result.put("count", users.size());
                break;
                
            case "get":
                Long userId = Long.valueOf(input.get("userId").toString());
                Map<String, Object> user = users.get(userId);
                if (user != null) {
                    result.put("user", user);
                } else {
                    result.put("error", "User not found");
                }
                break;
                
            case "create":
                @SuppressWarnings("unchecked")
                Map<String, Object> userData = (Map<String, Object>) ((Map)input.get("body")).get("user");
                Long newId = idGenerator.getAndIncrement();
                userData.put("id", newId);
                users.put(newId, userData);
                result.put("user", userData);
                result.put("message", "User created successfully");
                break;
                
            case "delete":
                Long deleteId = Long.valueOf(input.get("userId").toString());
                Map<String, Object> deletedUser = users.remove(deleteId);
                if (deletedUser != null) {
                    result.put("message", "User deleted successfully");
                } else {
                    result.put("error", "User not found");
                }
                break;
                
            default:
                result.put("error", "Unknown action: " + action);
        }
        
        result.put("action", action);
        result.put("timestamp", System.currentTimeMillis());
        
        return result;
    }
}

功能測試

#!/bin/bash
# test-serverless-engine.sh

BASE_URL="http://localhost:8080/serverless"

echo "=== Testing Serverless Engine ==="

# 1. 獲取系統(tǒng)狀態(tài)
echo "1. Getting system status..."
curl -s "${BASE_URL}/status" | jq '.'
echo

# 2. 獲取所有函數(shù)
echo "2. Getting all functions..."
curl -s "${BASE_URL}/functions" | jq '.'
echo

# 3. 調(diào)用Hello World函數(shù)
echo "3. Invoking hello-world function..."
curl -s -X POST "${BASE_URL}/functions/hello-world/invoke" \
  -H "Content-Type: application/json" \
  -d '{"name": "Serverless Test"}' | jq '.'
echo

# 4. 調(diào)用用戶服務(wù)函數(shù) - 列出用戶
echo "4. Invoking user-service function - list users..."
curl -s -X POST "${BASE_URL}/functions/user-service/invoke" \
  -H "Content-Type: application/json" \
  -d '{"action": "list"}' | jq '.'
echo

# 5. 調(diào)用用戶服務(wù)函數(shù) - 創(chuàng)建用戶
echo "5. Invoking user-service function - create user..."
curl -s -X POST "${BASE_URL}/functions/user-service/invoke" \
  -H "Content-Type: application/json" \
  -d '{
    "action": "create",
    "user": {
      "name": "Bob Wilson",
      "email": "bob@example.com"
    }
  }' | jq '.'
echo

# 6. 獲取函數(shù)指標(biāo)
echo "6. Getting function metrics..."
curl -s "${BASE_URL}/metrics" | jq '.'
echo

# 7. 獲取定時(shí)任務(wù)
echo "7. Getting timer tasks..."
curl -s "${BASE_URL}/timer-tasks" | jq '.'
echo

echo "=== Test Completed ==="

Maven配置

<?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>com.example</groupId>
    <artifactId>serverless-engine</artifactId>
    <version>1.0.0</version>
    <packaging>jar</packaging>
    
    <name>SpringBoot Serverless Engine</name>
    <description>A serverless execution engine built with SpringBoot</description>
    
    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>2.7.18</version>
        <relativePath/>
    </parent>
    
    <properties>
        <java.version>11</java.version>
    </properties>
    
    <dependencies>
        <!-- Spring Boot Starter Web -->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>
        
        <!-- Spring Boot Starter Actuator -->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-actuator</artifactId>
        </dependency>
        
        <!-- Jackson for JSON processing -->
        <dependency>
            <groupId>com.fasterxml.jackson.core</groupId>
            <artifactId>jackson-databind</artifactId>
        </dependency>
    </dependencies>

</project>

總結(jié)

通過SpringBoot,我們成功實(shí)現(xiàn)了一個(gè)功能完整的Serverless執(zhí)行引擎。這個(gè)引擎具備了以下核心能力:

核心特性

函數(shù)隔離:每個(gè)函數(shù)在獨(dú)立的類加載器中運(yùn)行

生命周期管理:自動管理函數(shù)的創(chuàng)建、執(zhí)行和銷毀

多種觸發(fā)方式:支持HTTP和定時(shí)器觸發(fā)

監(jiān)控統(tǒng)計(jì):完整的執(zhí)行指標(biāo)和性能統(tǒng)計(jì)

RESTful API:完整的管理和調(diào)用接口

技術(shù)亮點(diǎn)

動態(tài)類加載:使用自定義ClassLoader實(shí)現(xiàn)函數(shù)隔離

異步執(zhí)行:基于線程池的并發(fā)執(zhí)行機(jī)制

資源控制:支持超時(shí)和內(nèi)存限制

指標(biāo)收集:實(shí)時(shí)統(tǒng)計(jì)函數(shù)執(zhí)行情況

這套自研的Serverless引擎展示了SpringBoot強(qiáng)大的擴(kuò)展能力,不僅能快速構(gòu)建業(yè)務(wù)應(yīng)用,還能打造底層基礎(chǔ)設(shè)施。

以上就是從零開始設(shè)計(jì)基于SpringBoot的Serverless(本地函數(shù)計(jì)算)引擎的詳細(xì)內(nèi)容,更多關(guān)于SpringBoot Serverless引擎的資料請關(guān)注腳本之家其它相關(guān)文章!

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