Abstract Algorithms
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watermarking

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Watermarking and Late Data Handling in Spark Structured Streaming

TLDR: A watermark tells Spark Structured Streaming: "I will accept events up to N minutes late, and then I am done waiting." Spark tracks the maximum event time seen per partition, takes the global mi

Apr 19, 2026•27 min read

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