+doc #19429 initial merge of docs-dev and docs
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501 changed files with 9876 additions and 3681 deletions
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/*
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* Copyright (C) 2015 Typesafe Inc. <http://www.typesafe.com>
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*/
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package docs.stream;
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import java.util.ArrayList;
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import java.util.Collections;
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import java.util.List;
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import java.util.concurrent.TimeUnit;
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import java.util.stream.Collectors;
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import java.util.stream.DoubleStream;
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import java.util.stream.Stream;
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import org.junit.AfterClass;
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import org.junit.BeforeClass;
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import org.junit.Test;
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import static org.junit.Assert.*;
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import akka.actor.ActorSystem;
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import akka.japi.Pair;
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import akka.japi.tuple.Tuple3;
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import akka.stream.*;
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import akka.stream.javadsl.*;
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import akka.stream.testkit.TestPublisher;
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import akka.stream.testkit.TestSubscriber;
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import akka.stream.testkit.javadsl.TestSink;
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import akka.stream.testkit.javadsl.TestSource;
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import akka.testkit.JavaTestKit;
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import akka.testkit.TestLatch;
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import scala.collection.Iterator;
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import scala.concurrent.Await;
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import scala.concurrent.Future;
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import scala.concurrent.duration.Duration;
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import scala.runtime.BoxedUnit;
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import scala.util.Random;
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public class RateTransformationDocTest {
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private static ActorSystem system;
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@BeforeClass
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public static void setup() {
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system = ActorSystem.create("RateTransformationDocTest");
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}
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@AfterClass
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public static void tearDown() {
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JavaTestKit.shutdownActorSystem(system);
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system = null;
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}
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final Materializer mat = ActorMaterializer.create(system);
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final Random r = new Random();
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@Test
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public void conflateShouldSummarize() throws Exception {
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//#conflate-summarize
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final Flow<Double, Tuple3<Double, Double, Integer>, BoxedUnit> statsFlow =
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Flow.of(Double.class)
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.conflate(elem -> Collections.singletonList(elem), (acc, elem) -> {
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return Stream
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.concat(acc.stream(), Collections.singletonList(elem).stream())
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.collect(Collectors.toList());
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})
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.map(s -> {
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final Double mean = s.stream().mapToDouble(d -> d).sum() / s.size();
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final DoubleStream se = s.stream().mapToDouble(x -> Math.pow(x - mean, 2));
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final Double stdDev = Math.sqrt(se.sum() / s.size());
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return new Tuple3<>(stdDev, mean, s.size());
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});
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//#conflate-summarize
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final Future<List<Tuple3<Double, Double, Integer>>> fut = Source.repeat(0).map(i -> r.nextGaussian())
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.via(statsFlow)
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.grouped(10)
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.runWith(Sink.head(), mat);
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final Duration timeout = Duration.create(100, TimeUnit.MILLISECONDS);
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Await.result(fut, timeout);
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}
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@Test
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public void conflateShouldSample() throws Exception {
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//#conflate-sample
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final Double p = 0.01;
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final Flow<Double, Double, BoxedUnit> sampleFlow = Flow.of(Double.class)
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.conflate(elem -> Collections.singletonList(elem), (acc, elem) -> {
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if (r.nextDouble() < p) {
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return Stream
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.concat(acc.stream(), Collections.singletonList(elem).stream())
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.collect(Collectors.toList());
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}
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return acc;
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})
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.mapConcat(d -> d);
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//#conflate-sample
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final Future<Double> fut = Source.from(new ArrayList<Double>(Collections.nCopies(1000, 1.0)))
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.via(sampleFlow)
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.runWith(Sink.fold(0.0, (agg, next) -> agg + next), mat);
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final Duration timeout = Duration.create(1, TimeUnit.SECONDS);
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final Double count = Await.result(fut, timeout);
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}
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@Test
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public void expandShouldRepeatLast() throws Exception {
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//#expand-last
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final Flow<Double, Double, BoxedUnit> lastFlow = Flow.of(Double.class)
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.expand(d -> d, s -> new Pair<>(s, s));
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//#expand-last
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final Pair<TestPublisher.Probe<Double>, Future<List<Double>>> probeFut = TestSource.<Double> probe(system)
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.via(lastFlow)
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.grouped(10)
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.toMat(Sink.head(), Keep.both())
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.run(mat);
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final TestPublisher.Probe<Double> probe = probeFut.first();
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final Future<List<Double>> fut = probeFut.second();
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probe.sendNext(1.0);
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final Duration timeout = Duration.create(1, TimeUnit.SECONDS);
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final List<Double> expanded = Await.result(fut, timeout);
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assertEquals(expanded.size(), 10);
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assertEquals(expanded.stream().mapToDouble(d -> d).sum(), 10, 0.1);
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}
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@Test
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public void expandShouldTrackDrift() throws Exception {
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@SuppressWarnings("unused")
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//#expand-drift
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final Flow<Double, Pair<Double, Integer>, BoxedUnit> driftFlow = Flow.of(Double.class)
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.expand(d -> new Pair<Double, Integer>(d, 0), t -> {
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return new Pair<>(t, new Pair<>(t.first(), t.second() + 1));
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});
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//#expand-drift
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final TestLatch latch = new TestLatch(2, system);
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final Flow<Double, Pair<Double, Integer>, BoxedUnit> realDriftFlow = Flow.of(Double.class)
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.expand(d -> { latch.countDown(); return new Pair<Double, Integer>(d, 0); }, t -> {
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return new Pair<>(t, new Pair<>(t.first(), t.second() + 1));
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});
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final Pair<TestPublisher.Probe<Double>, TestSubscriber.Probe<Pair<Double, Integer>>> pubSub = TestSource.<Double> probe(system)
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.via(realDriftFlow)
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.toMat(TestSink.<Pair<Double, Integer>> probe(system), Keep.both())
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.run(mat);
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final TestPublisher.Probe<Double> pub = pubSub.first();
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final TestSubscriber.Probe<Pair<Double, Integer>> sub = pubSub.second();
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sub.request(1);
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pub.sendNext(1.0);
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sub.expectNext(new Pair<>(1.0, 0));
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sub.requestNext(new Pair<>(1.0, 1));
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sub.requestNext(new Pair<>(1.0, 2));
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pub.sendNext(2.0);
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Await.ready(latch, Duration.create(1, TimeUnit.SECONDS));
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sub.requestNext(new Pair<>(2.0, 0));
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}
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}
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