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Paths/Data Engineer/Streaming & Event Pipelines / Event & Topic Design

Practice Taskintermediateubuntu:24.04Ask AI

Lay Out Your Topics

One topic per event, split into partitions, with a retention window you chose on purpose. Write the layout.

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01Requirements

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  • File ~/streaming/topics.yaml exists○
  • The config names the topics and their partitions○
  • The config states the retention and the replication factor○

02Walkthrough

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  1. 01

    Write the topic layout

    Partitions are the unit of parallelism and of ordering - more partitions means more consumers, but never more order than partitions.

    echo 'topics:\n - name: order_placed\n partitions: 12\n key: order_id\n retention.ms: 604800000\n replication_factor: 3\n - name: order_shipped\n partitions: 12\n key: order_id\n retention.ms: 2592000000\n replication_factor: 3' > ~/streaming/topics.yaml
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03Stuck?

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04Notebook

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learner@lab — ubuntu:24.04

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