AWS IoT Core + Lambda + DynamoDB + Redis 完整教程(Java JDK21)

智能矿山 IoT 数据采集完整教程(Java JDK21)


一、整体架构

复制代码
矿山设备 (MQTT) 
   ↓
AWS IoT Core (Topic: mine/sensor)
   ↓
IoT Rule → Lambda: MineSensorEventHandler
   ├─ DynamoDB: 持久化矿山设备数据
   └─ ElastiCache Redis: 缓存最新设备状态

二、AWS 配置详细步骤

1️⃣ VPC 配置

  1. 创建 VPC,例如:

    • VPC 名称:mine-vpc

    • CIDR:10.0.0.0/16

  2. 创建子网:

    • 公网子网(Public Subnet):10.0.1.0/24(用于 NAT 或公网访问)

    • 私有子网(Private Subnet):10.0.2.0/24(Lambda + Redis)

  3. 路由表:

    • 公网子网路由表 → 0.0.0.0/0 → IGW

    • 私有子网路由表 → NAT Gateway(如果 Lambda 需要访问公网)

    • 如果 DynamoDB / S3 通过 VPC Endpoint 访问,不需要 NAT

  4. 安全组:

    • Lambda SG:

      • 出站:允许访问 Redis 端口 TCP 6379

      • 出站:允许访问 DynamoDB VPC Endpoint

    • Redis SG:

      • 入站:允许 Lambda SG TCP 6379

2️⃣ DynamoDB 表

  1. 创建表:

    • 表名:realtime_mine_sensor

    • 主键:deviceId (String)

    • 排序键(可选):timestamp

    • 按需模式(On-demand)

  2. VPC Endpoint 配置(Gateway 类型):

    • Service Name: com.amazonaws.ap-northeast-1.dynamodb

    • VPC:选择 mine-vpc

    • Route Tables:选择私有子网路由表

    • Private DNS:开启


3️⃣ ElastiCache Redis

  1. 类型:Redis (Cluster Mode Disabled / Enabled)

  2. VPC:mine-vpc,私有子网

  3. 安全组:

    • 入站:允许 Lambda SG,TCP 6379

    • 出站:默认即可

  4. 记录 Redis Endpoint


4️⃣ Lambda 函数

  1. 创建 Lambda:

    • 名称:MineSensorEventHandler

    • 运行时:Java 21

    • Handler:com.neo.lambda.handler.MineSensorEventHandler::handleRequest

    • VPC:选择私有子网 + Lambda 安全组

    • Timeout:30 秒以上(根据消息量可调)

  2. IAM Role 权限(Lambda Execution Role):

    {
    "Version": "2012-10-17",
    "Statement": [
    {
    "Effect": "Allow",
    "Action": [
    "dynamodb:PutItem",
    "dynamodb:GetItem",
    "dynamodb:UpdateItem"
    ],
    "Resource": "arn:aws:dynamodb:ap-northeast-1:<ACCOUNT_ID>:table/realtime_mine_sensor"
    },
    {
    "Effect": "Allow",
    "Action": [
    "ec2:CreateNetworkInterface",
    "ec2:DescribeNetworkInterfaces",
    "ec2:DeleteNetworkInterface"
    ],
    "Resource": ""
    },
    {
    "Effect": "Allow",
    "Action": [
    "logs:CreateLogGroup",
    "logs:CreateLogStream",
    "logs:PutLogEvents"
    ],
    "Resource": "
    "
    }
    ]
    }

注意:Lambda 在 VPC 内调用 Redis 或其他 VPC 资源,需要 EC2 CreateNetworkInterface 权限


5️⃣ AWS IoT Core

  1. 创建 IoT Thing(矿山设备)

    • Thing Name:mine-sensor-device

    • Policy:

      复制代码
      {
        "Version": "2012-10-17",
        "Statement": [
          {
            "Effect": "Allow",
            "Action": ["iot:Publish", "iot:Subscribe", "iot:Connect", "iot:Receive"],
            "Resource": "*"
          }
        ]
      }
  2. 创建 IoT Core Rule

    • Rule SQL:

      复制代码
      SELECT * FROM 'mine/sensor'
    • 动作 → Lambda → MineSensorEventHandler


6️⃣ Redis 配置注意事项

  • Redis 在私有子网,需要 Lambda 安全组允许出站访问 TCP 6379

  • Lambda 在 VPC 内无法直接访问公网,确保 Redis 在同一 VPC 或通过 NAT

  • Redis 集群模式开启时,使用 clustercfg.xxx.amazonaws.com 连接


7️⃣ 其他 Endpoint 配置

服务 类型 用途
DynamoDB Gateway Lambda 内访问 DynamoDB 不需要 NAT
S3 (可选) Gateway Lambda 访问代码或数据存储
Secrets Manager (可选) Interface 存储 Redis 密码或配置
ElastiCache Redis 在 VPC 内直接访问

三、Java 项目结构(专业推荐)

复制代码
src/main/java/com/neo/lambda
├─config          → Redis/DynamoDB 配置类
├─handler         → Lambda Handler
├─model           → MineSensorDO 数据对象
├─repository      → DynamoDB Repository
├─redis           → Redis 封装类
├─service         → 核心业务逻辑
└─exception       → 自定义异常

src/test/java/com/neo/lambda
└─handler         → Lambda Handler 测试

四、Java 代码示例(智能矿山版)

1️⃣ 数据对象 (MineSensorDO.java)

复制代码
package com.neo.lambda.model;

import java.time.Instant;

public class MineSensorDO {
    private String mineId;
    private String deviceId;
    private Instant timestamp;
    private double temperature;
    private double humidity;
    private double vibration;
    private boolean warning;

    // getter & setter
}

2️⃣ DynamoDB Repository

复制代码
package com.neo.lambda.repository;

import com.neo.lambda.model.MineSensorDO;
import software.amazon.awssdk.services.dynamodb.DynamoDbClient;
import software.amazon.awssdk.services.dynamodb.model.PutItemRequest;
import software.amazon.awssdk.services.dynamodb.model.AttributeValue;

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

public class MineSensorRepository {

    private final DynamoDbClient dynamoDbClient;

    public MineSensorRepository(DynamoDbClient dynamoDbClient) {
        this.dynamoDbClient = dynamoDbClient;
    }

    public void save(MineSensorDO sensor) {
        Map<String, AttributeValue> item = new HashMap<>();
        item.put("deviceId", AttributeValue.builder().s(sensor.getDeviceId()).build());
        item.put("mineId", AttributeValue.builder().s(sensor.getMineId()).build());
        item.put("timestamp", AttributeValue.builder().s(sensor.getTimestamp().toString()).build());
        item.put("temperature", AttributeValue.builder().n(String.valueOf(sensor.getTemperature())).build());
        item.put("humidity", AttributeValue.builder().n(String.valueOf(sensor.getHumidity())).build());
        item.put("vibration", AttributeValue.builder().n(String.valueOf(sensor.getVibration())).build());
        item.put("warning", AttributeValue.builder().bool(sensor.isWarning()).build());

        dynamoDbClient.putItem(PutItemRequest.builder()
                .tableName("realtime_mine_sensor")
                .item(item)
                .build());
    }
}

3️⃣ Redis 封装类

复制代码
package com.neo.lambda.redis;

import io.lettuce.core.RedisClient;
import io.lettuce.core.api.sync.RedisCommands;

public class RedisManager {
    private static RedisClient redisClient;
    private static RedisCommands<String, String> commands;

    public static void init(String redisUri) {
        if (redisClient == null) {
            redisClient = RedisClient.create(redisUri);
            commands = redisClient.connect().sync();
        }
    }

    public static RedisCommands<String, String> getCommands() {
        return commands;
    }
}

4️⃣ Lambda Handler

复制代码
package com.neo.lambda.handler;

import com.fasterxml.jackson.databind.ObjectMapper;
import com.neo.lambda.model.MineSensorDO;
import com.neo.lambda.redis.RedisManager;
import com.neo.lambda.repository.MineSensorRepository;
import software.amazon.awssdk.services.dynamodb.DynamoDbClient;

import java.util.Map;

public class MineSensorEventHandler {

    private final ObjectMapper mapper = new ObjectMapper();
    private final MineSensorRepository repository = new MineSensorRepository(DynamoDbClient.create());

    public void handleRequest(Map<String, Object> event) {
        try {
            MineSensorDO sensor = mapper.convertValue(event, MineSensorDO.class);

            // 保存到 DynamoDB
            repository.save(sensor);

            // 保存到 Redis
            RedisManager.init("redis://<REDIS_ENDPOINT>:6379");
            RedisManager.getCommands().set("mine:latest:" + sensor.getDeviceId(), mapper.writeValueAsString(sensor));

        } catch (Exception e) {
            e.printStackTrace();
        }
    }
}

5️⃣ 测试 MQTT 消息

  • Topic: mine/sensor

  • 消息示例:

    {
    "mineId": "mine001",
    "deviceId": "sensor123",
    "timestamp": "2026-02-13T12:00:00Z",
    "temperature": 45.2,
    "humidity": 30.5,
    "vibration": 0.12,
    "warning": false
    }


6️⃣ 注意事项

  1. Lambda 在 VPC 内:

    • 确保 SG 出站 TCP 6379 能访问 Redis

    • 确保 IAM Role 有 ec2:CreateNetworkInterface 权限

  2. DynamoDB VPC Endpoint:

    • 私有子网路由表指向 Gateway Endpoint
  3. Redis 初始化失败:

    • 不影响 DynamoDB 写入
  4. Maven 配置 JDK21:

    org.apache.maven.plugins maven-compiler-plugin 3.11.0 21 21

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