tencent cloud

Scenario Description

Collecting and saving the data in Kafka to HDFS or COS via Flume

Development Preparations

• This task requires access to CKafka, so you need to create a CKafka instance first. For more information, see Message Queue CKafka.
• Create an EMR cluster. When creating the EMR cluster, you need to select the Spark component on the software configuration page and enable access to COS on the basic configuration page.

Using the Kafka Toolkit in the EMR Cluster

First, you need to check the private IP and port number of CKafka. Log in to the CKafka console, select the CKafka instance you want to use, and find the private IP ($kafkaIP) and port number (generally 9092) in the basic information section. Create a topic named kafka_test on the topic management page.

Configuring Flume

1. Create a Flume configuration file kafka.properties.

   vim kafka.properties
   agent.sources = kafka_source
   agent.channels = mem_channel
   agent.sinks = hdfs_sink
   # The following is for source configuration.
   agent.sources.kafka_source.type = org.apache.flume.source.kafka.KafkaSource
   agent.sources.kafka_source.channels = mem_channel
   agent.sources.kafka_source.batchSize = 5000
   agent.sources.kafka_source.kafka.bootstrap.servers = $kafkaIP:9092
   agent.sources.kafka_source.kafka.topics = kafka_test
   # The following is for sink configuration.
   agent.sinks.hdfs_sink.type = hdfs
   agent.sinks.hdfs_sink.channel = mem_channel
   agent.sinks.hdfs_sink.hdfs.path = /data/flume/kafka/%Y%m%d (or cosn://bucket/xxx)
   agent.sinks.hdfs_sink.hdfs.rollSize = 0  
   agent.sinks.hdfs_sink.hdfs.rollCount = 0  
   agent.sinks.hdfs_sink.hdfs.rollInterval = 3600  
   agent.sinks.hdfs_sink.hdfs.threadsPoolSize = 30
   agent.sinks.hdfs_sink.hdfs.fileType=DataStream    
   agent.sinks.hdfs_sink.hdfs.useLocalTimeStamp=true
   agent.sinks.hdfs_sink.hdfs.writeFormat=Text
   # The following is for channel configuration.
   agent.channels.mem_channel.type = memory
   agent.channels.mem_channel.capacity = 100000
   agent.channels.mem_channel.transactionCapacity = 10000
   

2. Run Flume.

   ./bin/flume-ng agent --conf ./conf/ -f kafka.properties -n agent -Dflume.root.logger=INFO,console
   

3. Run Kafka producer.

   [hadoop@172 kafka]$ ./bin/kafka-console-producer.sh --broker-list $kafkaIP:9092 --topic kafka_test
   test
   hello
   

Testing

• Enter information on the Kafka producer client and press Enter.
• Check whether the corresponding directory and file hadoop fs -ls /data/flume/kafka/ have been generated in HDFS.

References

Kafka Source Configuration Description