本示例展示了一個RocketMQ producer的簡單實現,通過解析文本文件獲取輸入數據,將數據經過Avro序列化後發送到RocketMQ。
程序通過stdin.xml配置文件獲取主要參數值,stdin.xml文件內容如下:
<?xml version="1.0" encoding="UTF-8"?>
<operator>
<parameters>
<parameter>
<key>rocketmq.nameserver.list</key>
<value>172.16.8.106:9876</value>
</parameter>
<parameter>
<key>rocketmq.group.id</key>
<value>test006</value>
</parameter>
<parameter>
<key>rocketmq.topic</key>
<value>TopicTest2</value>
</parameter>
<parameter>
<key>rocketmq.tags</key>
<value>*</value>
</parameter>
<parameter>
<key>rocketmq.message.key</key>
<value>OrderID0034</value>
</parameter>
<parameter>
<key>schemaStr</key>
<value>col1:string,col2:double</value>
</parameter>
<parameter>
<key>filePath</key>
<value>/home/test/rocketmq/input.txt</value>
</parameter>
</parameters>
</operator>
import com.alibaba.rocketmq.client.exception.MQClientException;
import com.alibaba.rocketmq.client.producer.DefaultMQProducer;
import com.alibaba.rocketmq.client.producer.SendResult;
import com.alibaba.rocketmq.common.message.Message;
import com.scistor.datavision.operator.common.AvroUtils;
import com.scistor.datavision.operator.common.OperatorConfiguration;
import org.apache.avro.Schema;
import org.apache.hive.hcatalog.common.HCatException;
import org.apache.hive.hcatalog.data.schema.HCatSchema;
import java.io.BufferedReader;
import java.io.File;
import java.io.FileReader;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
public class RocketProducer {
// parameters
private String nameserver;
private String rocketmqTopic;
private String tags;
private String key;
private String schemaStr;
private String filePath;
public RocketProducer configure(OperatorConfiguration conf) {
this.nameserver = conf.get("rocketmq.nameserver.list");
this.rocketmqTopic = conf.get("rocketmq.topic");
this.tags = conf.get("rocketmq.tags");
this.key = conf.get("rocketmq.message.key");
this.schemaStr = conf.get("schemaStr");
this.filePath = conf.get("filePath");
return this;
}
public int run() {
DefaultMQProducer producer = new DefaultMQProducer("ProducerGroupName");
producer.setNamesrvAddr(nameserver);
producer.setInstanceName("RocketProducer");
/**
* Producer對象在使用之前必須要調用start初始化,初始化一次即可<br>
* 注意:切記不可以在每次發送消息時,都調用start方法
*/
try {
producer.start();
} catch (MQClientException e) {
e.printStackTrace();
}
HCatSchema hcatSchema = null;
Schema schema = null;
SchemaUtil schemaUtil = new SchemaUtil();
try {
hcatSchema = schemaUtil.createHCatSchema(schemaStr);
schema = schemaUtil.createSchema("com.scistor.rocketmq.producer", rocketmqTopic, hcatSchema);
} catch (HCatException e) {
e.printStackTrace();
}
List<String> content = RocketProducer.readFileByLines(filePath);
/**
* 下面這段代碼表明一個Producer對象可以發送多個topic,多個tag的消息。
* 注意:send方法是同步調用,只要不拋異常就標識成功。但是發送成功也可會有多種狀態,<br>
* 例如消息寫入Master成功,但是Slave不成功,這種情況消息屬於成功,但是對於個別應用如果對消息可靠性要求極高,<br>
* 需要對這種情況做處理。另外,消息可能會存在發送失敗的情況,失敗重試由應用來處理。
*/
for (int i = 0; i < content.size(); i++) {
try {
{
String[] fields = content.get(i).split(",");
Object[] record = AvroUtils.convert(schema, fields);
byte[] bytes = AvroUtils.serialize(schema, record);
Message msg = new Message(rocketmqTopic,// topic
tags,// tag
key,// key
bytes);// body
SendResult sendResult = producer.send(msg);
System.out.println(sendResult);
}
} catch (Exception e) {
e.printStackTrace();
}
//TimeUnit.MILLISECONDS.sleep(10);
}
/**
* 應用退出時,要調用shutdown來清理資源,關閉網絡連接,從MetaQ服務器上註銷自己
* 注意:我們建議應用在JBOSS、Tomcat等容器的退出鉤子裏調用shutdown方法
*/
producer.shutdown();
return 0;
}
public static List<String> readFileByLines(String fileName) {
List<String> list = new ArrayList<String>();
File file = new File(fileName);
BufferedReader reader = null;
try {
System.out.println("以行爲單位讀取文件內容,一次讀一整行:");
reader = new BufferedReader(new FileReader(file));
String tempString = null;
int line = 1;
// 一次讀入一行,直到讀入null爲文件結束
while ((tempString = reader.readLine()) != null) {
// 顯示行號
list.add(tempString);
System.out.println("line " + line + ": " + tempString);
line++;
}
reader.close();
} catch (IOException e) {
e.printStackTrace();
} finally {
if (reader != null) {
try {
reader.close();
} catch (IOException e1) {
}
}
}
return list;
}
public static void main(String[] args) {
if (args.length < 1) {
System.err.println("需要: 參數配置文件<stdin.xml>所在的hdfs目錄");
System.exit(-1);
}
OperatorConfiguration conf = new OperatorConfiguration(args[0]);
RocketProducer trainer = new RocketProducer();
System.exit(trainer.configure(conf).run());
}
}
程序打印結果:
以行爲單位讀取文件內容,一次讀一整行:
line 1: hdfs:///user/xdf/streaming/file-web/file/1.html,1
line 2: hdfs:///user/xdf/streaming/file-web/file/2.html,2
line 3: hdfs:///user/xdf/streaming/file-web/file/3.html,3
line 4: hdfs:///user/xdf/streaming/file-web/file/4.html,4
line 5: hdfs:///user/xdf/streaming/file-web/file,1
line 6: /home/xdf/workflow/file-web/file/1.html,1
line 7: /home/xdf/workflow/file-web/file/2.html,2
line 8: /home/xdf/workflow/file-web/file/3.html,3
line 9: /home/xdf/workflow/file-web/file/4.html,4
line 10: /home/xdf/workflow/file-web/file,1
SendResult [sendStatus=SEND_OK, msgId=AC10086A00002A9F000000001FB00A36, messageQueue=MessageQueue [topic=TopicTest2, brokerName=broker-a, queueId=0], queueOffset=18710]
SendResult [sendStatus=SEND_OK, msgId=AC10086A00002A9F000000001FB00AED, messageQueue=MessageQueue [topic=TopicTest2, brokerName=broker-a, queueId=1], queueOffset=18700]
SendResult [sendStatus=SEND_OK, msgId=AC10086A00002A9F000000001FB00BA4, messageQueue=MessageQueue [topic=TopicTest2, brokerName=broker-a, queueId=2], queueOffset=18668]
SendResult [sendStatus=SEND_OK, msgId=AC10086A00002A9F000000001FB00C5B, messageQueue=MessageQueue [topic=TopicTest2, brokerName=broker-a, queueId=3], queueOffset=18663]
SendResult [sendStatus=SEND_OK, msgId=AC10086B00002A9F000000001E197504, messageQueue=MessageQueue [topic=TopicTest2, brokerName=broker-b, queueId=0], queueOffset=18649]
SendResult [sendStatus=SEND_OK, msgId=AC10086B00002A9F000000001E1975B4, messageQueue=MessageQueue [topic=TopicTest2, brokerName=broker-b, queueId=1], queueOffset=18633]
SendResult [sendStatus=SEND_OK, msgId=AC10086B00002A9F000000001E197663, messageQueue=MessageQueue [topic=TopicTest2, brokerName=broker-b, queueId=2], queueOffset=18629]
SendResult [sendStatus=SEND_OK, msgId=AC10086B00002A9F000000001E197712, messageQueue=MessageQueue [topic=TopicTest2, brokerName=broker-b, queueId=3], queueOffset=18626]
SendResult [sendStatus=SEND_OK, msgId=AC10086A00002A9F000000001FB00D12, messageQueue=MessageQueue [topic=TopicTest2, brokerName=broker-a, queueId=0], queueOffset=18711]
SendResult [sendStatus=SEND_OK, msgId=AC10086A00002A9F000000001FB00DC1, messageQueue=MessageQueue [topic=TopicTest2, brokerName=broker-a, queueId=1], queueOffset=18701]