A Deep Dive into Kafka Commands: From Beginner to Expert
Detailed explanation of Kafka commands: from beginner to master
1. Introduction
Apache Kafka is a distributed publish-subscribe messaging system that allows you to Send and receive messages with high throughput and low latency. Kafka is widely used to build real-time data pipelines, microservice architectures, and streaming applications.
2. Basic commands
2.1 Create topic
kafka-topics --create --topic test-topic --partitions 3 --replication-factor 2
This command will create a topic named test-topic
, which has 3 Partition and 2 replicas.
2.2 List topics
kafka-topics --list
This command will list all available topics.
2.3 View topic details
kafka-topics --describe --topic test-topic
This command will display detailed information about the test-topic
topic, including partitions, replicas, and message retention policies.
2.4 Production Messages
kafka-console-producer --topic test-topic
This command will start an interactive console that allows you to send messages to the test-topic
topic.
2.5 Consuming Messages
kafka-console-consumer --topic test-topic --from-beginning
This command will launch an interactive console that allows you to consume messages from the test-topic
topic.
3. Advanced commands
3.1 Change the number of topic partitions
kafka-topics --alter --topic test-topic --partitions 5
This command will increase the number of partitions of the test-topic
topic to 5.
3.2 Change the number of topic replicas
kafka-topics --alter --topic test-topic --replication-factor 3
This command will increase the number of replicas of the test-topic
topic to 3.
3.3 Set topic message retention policy
kafka-topics --alter --topic test-topic --config retention.ms=60000
This command will set the message retention time of the test-topic
topic to 60 seconds.
3.4 Create a consumer group
kafka-consumer-groups --create --group test-group
This command will create a consumer group named test-group
.
3.5 List consumer groups
kafka-consumer-groups --list
This command will list all available consumer groups.
3.6 View consumer group details
kafka-consumer-groups --describe --group test-group
This command will display detailed information about the test-group
consumer group, including members, offset and consumption speed .
4. Troubleshooting
4.1 The topic does not exist
If you receive the Unknown topic or partition
error, it means that the topic does not exist. You can create a topic using the kafka-topics --create
command.
4.2 The partition does not exist
If you receive the Unknown partition
error, it means that the partition does not exist. You can use the kafka-topics --alter
command to change the number of partitions for a topic.
4.3 The number of replicas is incorrect
If you receive the Replication factor out of range
error, it means that the number of replicas for the topic is incorrect. You can change the number of replicas of a topic using the kafka-topics --alter
command.
4.4 The message retention time is incorrect
If you receive the Retention time out of range
error, it means that the message retention time for the topic is incorrect. You can change the message retention time of a topic using the kafka-topics --alter
command.
5. Summary
Kafka is a powerful distributed publish-subscribe messaging system that can be used to build real-time data pipelines, microservice architectures, and streaming applications. This article explains some basic and advanced commands of Kafka and how to troubleshoot common problems.
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