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Apache Spark 2.x Cookbook
book

Apache Spark 2.x Cookbook

by Rishi Yadav
May 2017
Intermediate to advanced
294 pages
7h 33m
English
Packt Publishing
Content preview from Apache Spark 2.x Cookbook

Message delivery reliability

There are a few message delivery semantics on which message delivery guarantees (or lack of them) are based:

  • At most one delivery: This means the message will be delivered zero or one times. It means the message may be lost. It's the cheapest way and is also known as fire and forget.
  • At least one delivery: This means in multiple delivery attempts, there may be a chance that the message may be duplicated, but it will not be lost for sure.
  • Exactly one delivery: This means that the message is only delivered once. It's neither getting lost or duplicated. 

Structured Streaming provides an end-to-end and exactly one message delivery guarantee based on the following features:

  • Offset tracking in WAL
  • State management ...
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Publisher Resources

ISBN: 9781787127265