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learning_apache_kafka's Introduction

Kafka

Apache Kafka is an open source, disturbed event streaming platform with very high throughput and low latency and a robust fault tolorence mechanism.

Jargons which we need to understand:

Producers:

  • An application or process that publishes records (messages) to Kafka topics.

Consumers:

  • An application that subscribes to two or more topics and receives messages from the Kafka broker.

Topic

  • A topic is a channel to which data is pulished.
  • In case of food delivery system, we can have a topic named driver_location or order_status.
  • Topic may be further divided into multiple partitions which enables parallel processing and scalability

Partitions

  • Partition is a unit of data storage in a topic. Each topic is divided into one or more partitions

Brokers:

  • A single kafka server in the kafka cluster.
  • It is responsible for receiving messages from the producers, store them on the disk and send it back to the consumers.
  • There can be multiple brokers within the same kafka cluster. (For scaling and fault tolerance)

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