Examples for the sliding operator #25468
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/*
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* Copyright (C) 2009-2020 Lightbend Inc. <https://www.lightbend.com>
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*/
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package jdocs.stream.operators.sourceorflow;
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import akka.NotUsed;
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import akka.actor.typed.ActorSystem;
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import akka.stream.javadsl.Source;
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import java.util.Arrays;
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import java.util.stream.Collectors;
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public class Sliding {
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private final ActorSystem<Void> system = null;
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public void slidingExample1() {
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// #sliding-1
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Source<Integer, NotUsed> source = Source.range(1, 4);
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source.sliding(2, 1).runForeach(n -> System.out.println(n), system);
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// prints:
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// [1, 2]
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// [2, 3]
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// [3, 4]
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// #sliding-1
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}
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public void slidingExample2() {
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// #sliding-2
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Source<Integer, NotUsed> source = Source.range(1, 4);
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source.sliding(3, 2).runForeach(n -> System.out.println(n), system);
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// prints:
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// Vector(1, 2, 3)
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// [1, 2, 3]
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// [3, 4] - shorter because stream ended before we got 3 elements
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// #sliding-2
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}
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public void slidingExample3() {
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// #moving-average
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Source<Integer, NotUsed> numbers = Source.from(Arrays.asList(1, 3, 10, 2, 3, 4, 2, 10, 11));
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Source<Float, NotUsed> movingAverage =
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numbers
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.sliding(5, 1)
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.map(window -> ((float) window.stream().mapToInt(i -> i).sum()) / window.size());
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movingAverage.runForeach(n -> System.out.println(n), system);
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// prints
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// 3.8 = average of 1, 3, 10, 2, 3
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// 4.4 = average of 3, 10, 2, 3, 4
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// 4.2 = average of 10, 2, 3, 4, 2
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// 4.2 = average of 2, 3, 4, 2, 10
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// 6.0 = average of 3, 4, 2, 10, 11
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// #moving-average
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}
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}
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/*
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* Copyright (C) 2019-2020 Lightbend Inc. <https://www.lightbend.com>
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*/
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package docs.stream.operators.sourceorflow
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import akka.stream.scaladsl.Source
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import akka.actor.ActorSystem
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object Sliding {
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implicit val system: ActorSystem = ???
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def slidingExample1(): Unit = {
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//#sliding-1
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val source = Source(1 to 4)
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source.sliding(2).runForeach(println)
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// prints:
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// Vector(1, 2)
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// Vector(2, 3)
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// Vector(3, 4)
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//#sliding-1
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}
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def slidingExample2(): Unit = {
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//#sliding-2
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val source = Source(1 to 4)
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source.sliding(n = 3, step = 2).runForeach(println)
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// prints:
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// Vector(1, 2, 3)
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// Vector(3, 4) - shorter because stream ended before we got 3 elements
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//#sliding-2
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}
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def slidingExample3(): Unit = {
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//#moving-average
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val numbers = Source(1 :: 3 :: 10 :: 2 :: 3 :: 4 :: 2 :: 10 :: 11 :: Nil)
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val movingAverage = numbers.sliding(5).map(window => window.sum.toFloat / window.size)
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movingAverage.runForeach(println)
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// prints
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// 3.8 = average of 1, 3, 10, 2, 3
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// 4.4 = average of 3, 10, 2, 3, 4
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// 4.2 = average of 10, 2, 3, 4, 2
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// 4.2 = average of 2, 3, 4, 2, 10
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// 6.0 = average of 3, 4, 2, 10, 11
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//#moving-average
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}
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}
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