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:
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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:
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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:
org.apache.kafka kafka-clients 2.8.0 org.bouncycastle bcprov-jdk15on 1.68 -
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); } }
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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
producer = new KafkaProducer<>(props); String key = "your_key"; String value = "https://www.yisu.com/ask/your_value"; String encryptedValue = https://www.yisu.com/ask/AESUtil.encrypt(value, key);> 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
consumer = new KafkaConsumer<>(props); consumer.subscribe(Arrays.asList("your_topic")); while (true) { ConsumerRecords records = consumer.poll(Duration.ofMillis(100)); for (ConsumerRecord record : records) { try { String decryptedValue = https://www.yisu.com/ask/AESUtil.decrypt(record.value(),"your_key"); System.out.printf("Decrypted value: key = %s, value = https://www.yisu.com/ask/%s%n", record.key(), decryptedValue); } catch (Exception e) { e.printStackTrace(); } } } } }
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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:
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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:
org.apache.kafka kafka-streams 2.8.0 org.bouncycastle bcprov-jdk15on 1.68 -
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
encryptedStream = builder.stream("your_topic"); // Replace 'your_key' with the actual key used for encryption String key = "your_key"; KTable 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 application Runtime.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。
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