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kafka的producer如何进行消息解密方式选择

2025-07-21 17:03来源:互联网 [ ]

Kafka Producer 本身不提供直接的消息解密功能,但你可以通过以下两种方式实现消息解密:

    在 Kafka Producer 端进行加密和解密:

    你可以在将消息发送到 Kafka 之前对其进行加密,然后在消费者端进行解密。这里以 Java 为例,使用 AES 加密算法进行加密和解密:

    首先,需要添加相关依赖。在 Maven 项目的 pom.xml 文件中添加以下依赖:

    <dependency><groupId>org.apache.kafka</groupId><artifactId>kafka-clients</artifactId><version>2.8.0</version></dependency><dependency><groupId>org.bouncycastle</groupId><artifactId>bcprov-jdk15on</artifactId><version>1.68</version></dependency>

    然后,创建一个加密工具类:

    import javax.crypto.Cipher;import javax.crypto.spec.IvParameterSpec;import javax.crypto.spec.SecretKeySpec;import java.nio.charset.StandardCharsets;import java.util.Base64;public class AESUtil {private static final String ALGORITHM = "AES/CBC/PKCS5Padding";private static final String TRANSFORMATION = "AES/CBC/PKCS5Padding";private static final String CHARSET = StandardCharsets.UTF_8.name();private static final String KEY_TYPE = "AES";public static String encrypt(String data, String key) throws Exception {SecretKeySpec secretKeySpec = new SecretKeySpec(key.getBytes(CHARSET), KEY_TYPE);IvParameterSpec ivParameterSpec = new IvParameterSpec("1234567812345678".getBytes(CHARSET));Cipher cipher = Cipher.getInstance(ALGORITHM);cipher.init(Cipher.ENCRYPT_MODE, secretKeySpec, ivParameterSpec);byte[] encryptedBytes = cipher.doFinal(data.getBytes(CHARSET));return Base64.getEncoder().encodeToString(encryptedBytes);}public static String decrypt(String data, String key) throws Exception {SecretKeySpec secretKeySpec = new SecretKeySpec(key.getBytes(CHARSET), KEY_TYPE);IvParameterSpec ivParameterSpec = new IvParameterSpec("1234567812345678".getBytes(CHARSET));Cipher cipher = Cipher.getInstance(ALGORITHM);cipher.init(Cipher.DECRYPT_MODE, secretKeySpec, ivParameterSpec);byte[] decryptedBytes = cipher.doFinal(Base64.getDecoder().decode(data));return new String(decryptedBytes, CHARSET);}}

    在 Kafka Producer 中使用加密后的消息:

    import org.apache.kafka.clients.producer.KafkaProducer;import org.apache.kafka.clients.producer.ProducerRecord;public class EncryptedKafkaProducer {public static void main(String[] args) {Properties props = new Properties();props.put("bootstrap.servers", "localhost:9092");props.put("key.serializer", "org.apache.kafka.common.serialization.StringSerializer");props.put("value.serializer", "org.apache.kafka.common.serialization.StringSerializer");KafkaProducer<String, String> producer = new KafkaProducer<>(props);String key = "your_key";String value = "your_value";String encryptedValue = AESUtil.encrypt(value, key);ProducerRecord<String, String> record = new ProducerRecord<>("your_topic", key, encryptedValue);producer.send(record);producer.close();}}

    在 Kafka 消费者端进行解密:

    import org.apache.kafka.clients.consumer.ConsumerRecord;import org.apache.kafka.clients.consumer.ConsumerRecords;import org.apache.kafka.clients.consumer.KafkaConsumer;public class DecryptedKafkaConsumer {public static void main(String[] args) {Properties props = new Properties();props.put("bootstrap.servers", "localhost:9092");props.put("group.id", "your_group_id");props.put("key.deserializer", "org.apache.kafka.common.serialization.StringDeserializer");props.put("value.deserializer", "org.apache.kafka.common.serialization.StringDeserializer");KafkaConsumer<String, String> consumer = new KafkaConsumer<>(props);consumer.subscribe(Arrays.asList("your_topic"));while (true) {ConsumerRecords<String, String> records = consumer.poll(Duration.ofMillis(100));for (ConsumerRecord<String, String> record : records) {try {String decryptedValue = AESUtil.decrypt(record.value(), "your_key");System.out.printf("Decrypted value: key = %s, value = %s%n", record.key(), decryptedValue);} catch (Exception e) {e.printStackTrace();}}}}}

    使用 Kafka Streams 进行解密:

    如果你希望使用 Kafka Streams 进行解密,可以在消费者端使用 Kafka Streams API 对消息进行处理。这里以 Java 为例,使用 AES 解密算法进行解密:

    首先,需要添加相关依赖。在 Maven 项目的 pom.xml 文件中添加以下依赖:

    <dependency><groupId>org.apache.kafka</groupId><artifactId>kafka-streams</artifactId><version>2.8.0</version></dependency><dependency><groupId>org.bouncycastle</groupId><artifactId>bcprov-jdk15on</artifactId><version>1.68</version></dependency>

    然后,创建一个 Kafka Streams 消费者:

    import org.apache.kafka.common.serialization.StringDeserializer;import org.apache.kafka.streams.KafkaStreams;import org.apache.kafka.streams.StreamsBuilder;import org.apache.kafka.streams.kstream.KStream;import org.apache.kafka.streams.kstream.KTable;import org.apache.kafka.streams.kstream.Materialized;import org.apache.kafka.streams.kstream.Produced;import org.apache.kafka.streams.state.Stores;import org.apache.kafka.streams.Topology;import org.apache.kafka.streams.kstream.Consumed;import org.bouncycastle.jce.provider.BouncyCastleProvider;import java.security.Security;import java.util.Arrays;import java.util.Properties;public class DecryptingKafkaStreamsConsumer {public static void main(String[] args) {Security.addProvider(new BouncyCastleProvider());Properties props = new Properties();props.put("bootstrap.servers", "localhost:9092");props.put("application.id", "decrypting-kafka-streams-consumer");props.put("key.deserializer", StringDeserializer.class.getName());props.put("value.deserializer", StringDeserializer.class.getName());props.put("group.id", "your_group_id");StreamsBuilder builder = new StreamsBuilder();KStream<String, String> encryptedStream = builder.stream("your_topic");// Replace 'your_key' with the actual key used for encryptionString key = "your_key";KTable<String, String> decryptedTable = encryptedStream.mapValues(value -> AESUtil.decrypt(value, key)).toTable(Materialized.as("decrypted-store"));decryptedTable.toStream().to("decrypted_topic", Produced.with(StringSerializer.class, StringSerializer.class));KafkaStreams streams = new KafkaStreams(builder.build(), props);streams.start();// Add shutdown hook to gracefully close the Kafka Streams applicationRuntime.getRuntime().addShutdownHook(new Thread(streams::close));}}

    在上述示例中,我们创建了一个 Kafka Streams 消费者,从 “your_topic” 读取加密的消息,然后使用 AES 解密算法进行解密,并将解密后的消息发送到 “decrypted_topic”。请注意,你需要将 ‘your_key’ 替换为实际用于加密的密钥。