Apache Kafka - Real-time Stream Processing (Master Class) - Advanced Kafka Producers (Exactly Once)

Apache Kafka - Real-time Stream Processing (Master Class) - Advanced Kafka Producers (Exactly Once)

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Information Technology (IT), Architecture

University

Hard

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This video tutorial covers advanced Kafka producer concepts, focusing on message durability, replication, and semantics. It explains how Kafka ensures message durability through replication and discusses the implications of at least once, at most once, and exactly once semantics. The tutorial also details the idempotent producer configuration, which helps prevent message duplication and loss, emphasizing the importance of proper application-level design to avoid duplicates.

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7 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of message durability in Apache Kafka?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain how Kafka implements replication and its importance.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the implications of the producer retry mechanism in Kafka?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the concept of 'at least once' semantics in Kafka.

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

How can 'at most once' semantics be achieved in Kafka?

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the role of idempotence in achieving 'exactly once' semantics?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

What should be considered a bug in your application regarding message duplication?

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