---
title: "Discussion on \"Kafka and Spark Structured Streaming: Building a Production Pipeline\" | Hashnode"
description: "Discussion on \"Kafka and Spark Structured Streaming: Building a Production Pipeline\". Kafka delivers events, Spark processes them — offset management, schema evolution, and exactly-once delivery determine production reliability"
url: "https://hashnode.com/posts/spark-kafka-structured-streaming-pipeline/69e437a6b8882bee29d621f8"
---

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# [Kafka and Spark Structured Streaming: Building a Production Pipeline](https://abstractalgorithms.hashnode.dev/spark-kafka-structured-streaming-pipeline?utm_source=hashnode&utm_medium=feed)

Kafka delivers events, Spark processes them — offset management, schema evolution, and exactly-once delivery determine production reliability

Apr 19 · 23 min read · abstractalgorithms.hashnode.dev  
Updated Jun 18  
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-   [#apache-spark](https://hashnode.com/tag/apache-spark)
-   [#kafka](https://hashnode.com/tag/kafka)
-   [#structured-streaming](https://hashnode.com/tag/structured-streaming)
-   [#intermediate](https://hashnode.com/tag/intermediate)

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