Structured Streaming

Apache Spark 2.2    |    Intermediate
  • 12 Videos | 1h 5m 24s
  • Includes Assessment
  • Earns a Badge
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Discover the concepts of Structured Steaming such as Windowing, DataFrame, and SQL Operations, and explore File Sinks, Deduplication, and Checkpointing.

WHAT YOU WILL LEARN

  • describe Structured Streaming
    read stream input using readStream
    write stream data using writeStream
    apply window operations on event time
    describe continuous applications in terms of structured streaming
    implement deduplication with and without watermarking
  • store stream output to a directory using a file sink
    use streaming query objects
    manage streaming queries
    enable checkpointing in structured streaming
    use structured streaming to implement a word count on a text stream
    describe the basics of Spark Streaming

IN THIS COURSE

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