请给出一个 samza 转换为 flink 的程序示例
时间: 2024-05-16 11:19:09 浏览: 151
以下是一个示例将 Samza 转换为 Flink 的程序:
```java
import org.apache.flink.api.common.functions.MapFunction;
import org.apache.flink.api.common.serialization.SimpleStringSchema;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.connectors.kafka.FlinkKafkaConsumer;
import org.apache.flink.streaming.connectors.kafka.FlinkKafkaProducer;
import org.apache.samza.serializers.StringSerdeFactory;
import org.apache.samza.system.kafka.descriptors.KafkaSystemDescriptor;
public class SamzaToFlinkExample {
public static void main(String[] args) throws Exception {
// 设置 Samza Kafka SystemDescriptor
KafkaSystemDescriptor kafkaSystemDescriptor = new KafkaSystemDescriptor("kafka");
// 设置 Samza 输入和输出流描述符
org.apache.samza.system.kafka.descriptors.KafkaInputDescriptor<String> samzaInputDescriptor =
kafkaSystemDescriptor.getInputDescriptor("samza-input-stream", new StringSerdeFactory());
org.apache.samza.system.kafka.descriptors.KafkaOutputDescriptor<String> samzaOutputDescriptor =
kafkaSystemDescriptor.getOutputDescriptor("samza-output-stream", new StringSerdeFactory());
// 创建 Samza 输入流和输出流
org.apache.samza.operators.MessageStream<String> samzaInputStream =
new org.apache.samza.operators.MessageStreamImpl<>(samzaInputDescriptor);
org.apache.samza.operators.OutputStream<String> samzaOutputStream =
new org.apache.samza.operators.OutputStreamImpl<>(samzaOutputDescriptor);
// 创建 Flink 环境和输入流
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
FlinkKafkaConsumer<String> flinkKafkaConsumer = new FlinkKafkaConsumer<>("samza-input-stream",
new SimpleStringSchema(), new Properties());
DataStream<String> flinkInputStream = env.addSource(flinkKafkaConsumer);
// 执行 Samza 转换逻辑,将输入流转换为输出流
flinkInputStream.map(new MapFunction<String, String>() {
@Override
public String map(String value) throws Exception {
// 执行 Samza 转换逻辑
// ...
return value;
}
}).addSink(new FlinkKafkaProducer<>("samza-output-stream", new SimpleStringSchema(), new Properties()));
// 执行 Flink 程序
env.execute("Samza to Flink Example");
}
}
```
这个示例代码展示了如何使用 Flink Kafka 连接器将 Samza 的输入流转换为 Flink 的输入流,然后在 Flink 中执行自定义的转换逻辑,并将结果输出到 Flink Kafka 连接器中。请注意,示例中的 Samza 转换逻辑需要根据具体的业务需求进行实现。
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