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Analyze watermark form

Analyze watermark form easily

Aug 6th, 2022

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How to analyze watermark form

4.6 out of 5

10 votes

The text discusses watermarking in structured streaming applications, where unbounded input tables are processed using queries to produce results. Spark maintains state based on aggregation, such as word count. Longer state maintenance requires more memory, so a mechanism must be designed to determine how old data can be. This barrier ensures that older data is not processed further.

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