我从google pub/sub中获取原型数据并将数据反序列化为Message类型对象。所以我得到PCollection
public class ProcessPubsubMessage extends DoFn<PubsubMessage, Message> {
@ProcessElement
public void processElement(@Element PubsubMessage element, OutputReceiver<Message> receiver) {
byte[] payload = element.getPayload();
try {
Message message = Message.parseFrom(payload);
receiver.output(message);
} catch (InvalidProtocolBufferException e) {
LOG.error("Got exception while parsing message from pubsub. Exception =>" + e.getMessage());
}
}
}
PCollection<Message> event = psMessage.apply("Parsing data from pubsub message",
ParDo.of(new ProcessPubsubMessage()));
我想在PCollection上应用转换
可以通过使用以下库来解决：
<dependency>
<groupId>org.apache.avro</groupId>
<artifactId>avro-protobuf</artifactId>
<version>1.7.7</version>
</dependency>
private GenericRecord getGenericRecord(Event event) throws IOException {
ProtobufDatumWriter<Event> datumWriter = new ProtobufDatumWriter<Event>(Event.class);
ByteArrayOutputStream os = new ByteArrayOutputStream();
Encoder e = EncoderFactory.get().binaryEncoder(os, null);
datumWriter.write(event, e);
e.flush();
ProtobufDatumReader<Event> datumReader = new ProtobufDatumReader<Event>(Event.class);
GenericDatumReader<GenericRecord> genericDatumReader = new GenericDatumReader<GenericRecord>(datumReader.getSchema());
GenericRecord record = genericDatumReader.read(null, DecoderFactory.get().binaryDecoder(new ByteArrayInputStream(os.toByteArray()), null));
return record;
}
详情：https://gist.github.com/alexvictoor/1d3937f502c60318071f
