Ketul654 / word-count-stream-application

Word Count Kafka Stream Application

Kafka Streams

About

This is kafka stream application to count number of words from a stream of sentences. Words are considered case insensitive i.e. kafka, Kafka, KAFKA and kafKa are considered all the same.

This is developed using java 8 and kafka stream 2.7.0

How to run

1. Setup kafka cluster on your local machine. Refer Kafka Cluster Setup section for help.

2. Create input and output topics

   bin/kafka-topics.sh --create \
     --zookeeper localhost:2181 \
     --replication-factor 1 \
     --partitions 3 \
     --topic word-count-input
   
   bin/kafka-topics.sh --create \
     --zookeeper localhost:2181 \
     --replication-factor 1 \
     --partitions 3 \
     --topic word-count-output
   

3. Produce messages from kafka console producer to input topic

bin/kafka-console-producer.sh --broker-list localhost:9092 --topic word-count-input

4. Start Word Count Stream application

5. Start console consumer to consume messages from output topic

bin/kafka-console-consumer.sh --bootstrap-server localhost:9092 \
  --topic word-count-output \
  --from-beginning \
  --formatter kafka.tools.DefaultMessageFormatter \
  --property print.key=true \
  --property print.value=true \
  --property key.deserializer=org.apache.kafka.common.serialization.StringDeserializer \
  --property value.deserializer=org.apache.kafka.common.serialization.LongDeserializer

Kafka Cluster Setup

Follow below steps to set up 3 node cluster on single Mac machine

• Download Kafka from https://kafka.apache.org/downloads

• Extract it somewhere by executing tar command on Terminal

  i.e. tar -xvf kafka_2.13-2.6.0.tgz

• Go to that extracted Kafka folder

  i.e. cd kafka_2.13-2.6.0/

• Start zookeeper

  bin/zookeeper-server-start.sh config/zookeeper.properties

  This will bring up zookeeper on default port 2181 configured in config/zookeeper.properties file

• Start first broker/node

  bin/kafka-server-start.sh config/server.properties

  This will start broker with below default broker id, log directory and port configured in config/server.properties

  broker.id=0  
  log.dirs=/tmp/kafka-logs  
  port=9092
  

• Create a copy of config/server.properties file for second broker/node

  i.e. cp config/server.properties config/server1.properties

• Change broker id, log directory and port in config/server1.properties file

  broker.id=1
  log.dirs=/tmp/kafka-logs-1
  port=9093
  

• Start second broker/node

  bin/kafka-server-start.sh config/server1.properties

• Create one more copy of config/server.properties file for third broker/node

  i.e. cp config/server.properties config/server2.properties

• Change broker id, log directory and port in config/server2.properties file

  broker.id=2
  log.dirs=/tmp/kafka-logs-2
  port=9094
  

• Start third broker/node

  bin/kafka-server-start.sh config/server2.properties

• Check what brokers are up and running

  bin/zookeeper-shell.sh localhost:2181 ls /brokers/ids

  will give you below output

  Connecting to localhost:2181
  
  WATCHER::
  
  WatchedEvent state:SyncConnected type:None path:null
  [0, 1, 2]