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org.apache.spark.examples.sql.streaming

StructuredNetworkWordCountWindowed

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object StructuredNetworkWordCountWindowed

Counts words in UTF8 encoded, '\n' delimited text received from the network over a sliding window of configurable duration. Each line from the network is tagged with a timestamp that is used to determine the windows into which it falls.

Usage: StructuredNetworkWordCountWindowed <hostname> <port> <window duration> [<slide duration>] <hostname> and <port> describe the TCP server that Structured Streaming would connect to receive data. <window duration> gives the size of window, specified as integer number of seconds <slide duration> gives the amount of time successive windows are offset from one another, given in the same units as above. <slide duration> should be less than or equal to <window duration>. If the two are equal, successive windows have no overlap. If <slide duration> is not provided, it defaults to <window duration>.

To run this on your local machine, you need to first run a Netcat server $ nc -lk 9999 and then run the example $ bin/run-example sql.streaming.StructuredNetworkWordCountWindowed localhost 9999 <window duration in seconds> [<slide duration in seconds>]

One recommended <window duration>, <slide duration> pair is 10, 5

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