Debezium嵌入式连接postgresql封装服务

Linging_242025-04-09 9:16

文章目录

环境：JDK8，Debezium1.94，postgresql12

1.项目结构：

2.依赖：

pom 复制代码 
<?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>

    <parent>
        <artifactId>spring-boot-starter-parent</artifactId>
        <groupId>org.springframework.boot</groupId>
        <version>2.7.18</version>
    </parent>

    <groupId>com.linging</groupId>
    <artifactId>springboot-debezium-server</artifactId>
    <version>1.0-SNAPSHOT</version>

    <properties>
        <maven.compiler.source>8</maven.compiler.source>
        <maven.compiler.target>8</maven.compiler.target>
        <debezium.version>1.9.4.Final</debezium.version>
    </properties>

    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>
        <dependency>
            <groupId>io.debezium</groupId>
            <artifactId>debezium-embedded</artifactId>
            <version>${debezium.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>slf4j-reload4j</artifactId>
                    <groupId>org.slf4j</groupId>
                </exclusion>
            </exclusions>
        </dependency>
        <dependency>
            <groupId>io.debezium</groupId>
            <artifactId>debezium-connector-postgres</artifactId>
            <version>${debezium.version}</version>
        </dependency>
        <dependency>
            <groupId>io.debezium</groupId>
            <artifactId>debezium-api</artifactId>
            <version>${debezium.version}</version>
        </dependency>
        
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-actuator</artifactId>
        </dependency>
        
        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
        </dependency>

        <dependency>
            <groupId>org.apache.commons</groupId>
            <artifactId>commons-lang3</artifactId>
        </dependency>

        <dependency>
            <groupId>com.alibaba.fastjson2</groupId>
            <artifactId>fastjson2</artifactId>
            <version>2.0.43</version>
        </dependency>

    </dependencies>

</project>

3.application.properties

props 复制代码 
# Debezium Configuration
#连接器基本信息
#指定 Debezium 连接器的名称,唯一标识，用于在 Kafka Connect 中区分不同的连接器。
debezium.name=my-postgres-connector
#指定连接器的类名，这里是连接postgresql
debezium.connector.class=io.debezium.connector.postgresql.PostgresConnector

#偏移量相关
#指定偏移量存储的实现类，这里使用的是文件存储，将偏移量存储在本地文件中。
debezium.offset.storage=org.apache.kafka.connect.storage.FileOffsetBackingStore
#处理数据的偏移量存储路径
debezium.offset.storage.file.filename=C:\\Users\\Linging\\Desktop\\debezinum\\offsets_0.dat
#处理数据的偏移量提交时间间隔，单位毫秒，设置为 0 表示每次处理完一批记录后立即提交偏移量，这可以减少数据丢失的风险，但会增加系统开销
#以上一次提交时间开始计算
debezium.offset.flush.interval.ms=10000

#数据库连接信息
debezium.database.hostname=192.168.159.103
debezium.database.port=15432
debezium.database.user=postgres
debezium.database.password=123456
#捕获变更的数据库名称
debezium.database.dbname=db_test
#指定逻辑服务器的唯一标识，用于区分不同的数据库实例
debezium.database.server.id=postgresql_0
#指定逻辑服务器的名称，用于在 Kafka 主题中区分不同的数据库实例
debezium.database.server.name=customer_postgres_db_server

#数据库历史记录
#指定数据库模式记录的实现类，这里使用的是文件存储，将数据库历史记录存储在本地文件中
debezium.database.history=io.debezium.relational.history.FileDatabaseHistory
#指定数据库模式记录文件的路径
debezium.database.history.file.filename=C:\\Users\\Linging\\Desktop\\debezinum\\history_0.dat

#表和字段过滤
#debezium.table.include.list=public.user
#debezium.column.include.list=public.user.id,public.user.name

#其他配置
#指定是否自动创建 PostgreSQL 的逻辑复制槽，设置为 filtered 表示只捕获配置中指定的表和字段的变更
debezium.publication.autocreate.mode=filtered
#指定 PostgreSQL 的逻辑复制插件名称，pgoutput是 PostgreSQL 的逻辑复制插件名称，用于捕获变更
debezium.plugin.name=pgoutput
#指定逻辑复制槽的名称
debezium.slot.name=dbz_customerdb_listener
#不执行初始快照，直接捕获变更数据，取值：never、initial、when_needed
debezium.snapshot.mode=never
#批量提交条数
debezium.max.batch.size=100

logging.level.root=INFO
logging.level.io.debezium.postgres.BinlogReader=INFO
logging.level.io.davidarhcanjo=DEBUG
logging.level.io.debezium=INFO

4.DebeziumConnectorConfig类

java 复制代码 
@Configuration
public class DebeziumConnectorConfig {

    @Bean
    public Properties customerConnector(Environment env) {
        Properties props = new Properties();
        props.setProperty("name", env.getProperty("debezium.name"));
        props.setProperty("connector.class", env.getProperty("debezium.connector.class"));
        props.setProperty("offset.storage", env.getProperty("debezium.offset.storage"));
        props.setProperty("offset.storage.file.filename", env.getProperty("debezium.offset.storage.file.filename"));
        props.setProperty("offset.flush.interval.ms", env.getProperty("debezium.offset.flush.interval.ms"));
        props.setProperty("database.hostname", env.getProperty("debezium.database.hostname"));
        props.setProperty("database.port", env.getProperty("debezium.database.port"));
        props.setProperty("database.user", env.getProperty("debezium.database.user"));
        props.setProperty("database.password", env.getProperty("debezium.database.password"));
        props.setProperty("database.dbname", env.getProperty("debezium.database.dbname"));
        props.setProperty("database.server.id", env.getProperty("debezium.database.server.id"));
        props.setProperty("database.server.name", env.getProperty("debezium.database.server.name"));
        props.setProperty("database.history", env.getProperty("debezium.database.history"));
        props.setProperty("database.history.file.filename", env.getProperty("debezium.database.history.file.filename"));
        props.setProperty("table.include.list", TableEnum.getTableNames()); //表名
        props.setProperty("column.include.list", TableEnum.getColumns()); // 表中得哪些字段
        props.setProperty("publication.autocreate.mode", env.getProperty("debezium.publication.autocreate.mode"));
        props.setProperty("plugin.name", env.getProperty("debezium.plugin.name"));
        props.setProperty("slot.name", env.getProperty("debezium.slot.name"));
        props.setProperty("snapshot.mode", env.getProperty("debezium.snapshot.mode"));
        props.setProperty("max.batch.size", env.getProperty("debezium.max.batch.size"));
        return props;
    }
}

5.TableEnum类

java 复制代码 
package com.linging.enums;

import java.util.Arrays;
import java.util.stream.Collectors;

/**
 * 监听的表及字段配置
 * @author Linging
 * @version 1.0.0
 * @since 1.0
 */
public enum TableEnum {
    DEFAULT("default", "defaultTableHandler", null),
    USER("public.user", "userTableHandler", "public.user.id,public.user.name"),
    ;
    // 表名称
    private final String tableName;

    // 表处理类的名称
    private final String handlerName;

    // 表的字段名称，多个用逗号隔开
    public final String columnName;

    TableEnum(String tableName, String handlerName, String columnName) {
        this.tableName = tableName;
        this.handlerName = handlerName;
        this.columnName = columnName;
    }

    public String getTableName() {
        return tableName;
    }

    public String getHandlerName() {
        return handlerName;
    }

    public String getColumnName() {
        return columnName;
    }

    public static String getTableNames(){
        return Arrays.stream(TableEnum.values()).map(TableEnum::getTableName)
                .filter(name -> !"default".equals(name)).distinct().collect(Collectors.joining(","));
    }

    public static String getColumns(){
        return Arrays.stream(TableEnum.values())
                .filter(e -> !"default".equals(e.getTableName()) && e.getColumnName() != null)
                .map(TableEnum::getColumnName).distinct().collect(Collectors.joining(","));
    }
}

6.TableHandler接口（表处理抽象）

java 复制代码 
public interface TableHandler {
    void handle(SourceRecord sourceRecord);
    void handleBatch(List<RecordChangeEvent<SourceRecord>> recordChangeEvents, DebeziumEngine.RecordCommitter<RecordChangeEvent<SourceRecord>> committer);
}

7.DefaultTableHandler默认实现类

java 复制代码 
/**
 * 默认处理类
 */
@Component("defaultTableHandler")
public class DefaultTableHandler implements TableHandler {
    private static final Logger log = LoggerFactory.getLogger(DefaultTableHandler.class);

    @Override
    public void handle(SourceRecord sourceRecord) {
        log.info("Handling default table: {}", sourceRecord.topic());
        log.info("Key = {}, Value = {}", sourceRecord.key(), sourceRecord.value());
    }

    @Override
    public void handleBatch(List<RecordChangeEvent<SourceRecord>> recordChangeEvents,
                            DebeziumEngine.RecordCommitter<RecordChangeEvent<SourceRecord>> committer) {
        log.info("Handling batch default table: {}", recordChangeEvents.size());
    }
}

8.UserTableHandler处理类

java 复制代码 
/**
 * user表变更处理类
 */
@Component("userTableHandler")
public class UserTableHandler implements TableHandler {
    private static final Logger log = LoggerFactory.getLogger(UserTableHandler.class);

    @Override
    public void handle(SourceRecord sourceRecord) {
        log.info("Handling user table: {}", sourceRecord.topic());
        log.info("Key = {}, Value = {}", sourceRecord.key(), sourceRecord.value());
        // 添加具体的处理逻辑
        Struct sourceRecordChangeValue= (Struct) sourceRecord.value();
        if (sourceRecordChangeValue != null) {
            Envelope.Operation operation = Envelope.Operation.forCode((String) sourceRecordChangeValue.get(OPERATION));

            // 处理非读操作
            if(operation != Envelope.Operation.READ) {
                String record = operation == Envelope.Operation.DELETE ? BEFORE : AFTER;

                Struct struct = (Struct) sourceRecordChangeValue.get(record);
                Map<String, Object> payload = struct.schema().fields().stream()
                        .map(Field::name)
                        .filter(fieldName -> struct.get(fieldName) != null)
                        .map(fieldName -> Pair.of(fieldName, struct.get(fieldName)))
                        .collect(toMap(Pair::getKey, Pair::getValue));

                // TODO 处理逻辑(保存数据库，发送MQ等操作，需要保证幂等)
                log.info("Updated Data: {} with Operation: {}", payload, operation.name());
            }
        }
    }

    @Override
    public void handleBatch(List<RecordChangeEvent<SourceRecord>> recordChangeEvents,
                            DebeziumEngine.RecordCommitter<RecordChangeEvent<SourceRecord>> committer) {
        for (RecordChangeEvent<SourceRecord> recordChangeEvent : recordChangeEvents) {
            try {
                SourceRecord sourceRecord = recordChangeEvent.record();

                // TODO 处理逻辑(保存数据库，发送MQ等操作，需要保证幂等)
                this.handle(sourceRecord);

                // 标记已处理
                committer.markProcessed(recordChangeEvent);
            } catch (InterruptedException e) {
                log.error("处理异常：", e);
            }
        }
    }
}

9.TableHandlerFactory工厂

java 复制代码 
@Component
public class TableHandlerFactory implements ApplicationContextAware {

    @Value("${debezium.database.server.name}")
    private String prefixServerName;

    private ApplicationContext context;

    private final Map<String, TableHandler> handlers = new HashMap<>();

    @Override
    public void setApplicationContext(ApplicationContext applicationContext) throws BeansException {
        this.context = applicationContext;
    }

    @PostConstruct
    public void init(){
        String name = null;
        for (TableEnum tableEnum : TableEnum.values()) {
            if(TableEnum.DEFAULT.equals(tableEnum)){
                name = tableEnum.getTableName();
            }else{
                name = getTableName(tableEnum.getTableName());
            }
            handlers.putIfAbsent(name,
                    context.getBean(tableEnum.getHandlerName(), TableHandler.class));
        }
    }

    public TableHandler getHandler(String tableName) {
        return handlers.getOrDefault(tableName, handlers.get(TableEnum.DEFAULT.getTableName()));
    }

    public String getTableName(String name){
        return prefixServerName + "." + name;
    }

}

10.DebeziumListener 监听事件

java 复制代码 
@Component
public class DebeziumListener {
    private static final Logger log = LoggerFactory.getLogger(DebeziumListener.class);
    private final ExecutorService executor = Executors.newSingleThreadExecutor();
    private final DebeziumEngine<RecordChangeEvent<SourceRecord>> debeziumEngine;
    private final TableHandlerFactory tableHandlerFactory;

    @Autowired
    public DebeziumListener(Properties customerConnector, TableHandlerFactory tableHandlerFactory) {
        this.debeziumEngine = DebeziumEngine.create(ChangeEventFormat.of(Connect.class))
                .using(customerConnector)
                .using(OffsetCommitPolicy.periodic(customerConnector))
                .notifying(this::handleChangeEventBatch)
                .build();
        this.tableHandlerFactory = tableHandlerFactory;
    }

    /**
     * 批量记录处理
     * @param recordChangeEvents
     * @param committer
     */
    private void handleChangeEventBatch(List<RecordChangeEvent<SourceRecord>> recordChangeEvents,
                                        DebeziumEngine.RecordCommitter<RecordChangeEvent<SourceRecord>> committer){
        // 根据表分组
        Map<String, List<RecordChangeEvent<SourceRecord>>> tableName2List = recordChangeEvents
                .stream().collect(Collectors.groupingBy(event -> event.record().topic()));

        tableName2List.forEach((tableName, recordChangeEventList) -> {
            TableHandler handler = tableHandlerFactory.getHandler(tableName);
            handler.handleBatch(recordChangeEventList, committer);
        });
        try {
            // 触发提交策略
            committer.markBatchFinished();
        } catch (InterruptedException e) {
            log.error("提交异常：", e);
        }
    }

    /**
     * 单条记录处理
     * @param sourceRecordChangeEvent
     */
    private void handleChangeEvent(RecordChangeEvent<SourceRecord> sourceRecordChangeEvent) {
        SourceRecord sourceRecord = sourceRecordChangeEvent.record();

        log.info("Key = {}, Value = {}", sourceRecord.key(), sourceRecord.value());
        String tableName = sourceRecord.topic();

        // 获取对应的表处理类
        TableHandler handler = tableHandlerFactory.getHandler(tableName);
        handler.handle(sourceRecord);
    }

    @PostConstruct
    private void start() {
        this.executor.execute(debeziumEngine);
    }

    @PreDestroy
    private void stop() {
        if (this.debeziumEngine != null) {
            try {
                this.debeziumEngine.close();
            } catch (IOException e) {
                log.error("关闭debeziumEngine异常：", e);
            }
        }
        this.executor.shutdown();
    }
}

11.测试

启动服务，修改数据库user表数据：

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