@Test
  public void reusingComponents() throws Exception {
    final Source<Integer, NotUsed> nestedSource =
        Source.single(0) // An atomic source
            .map(i -> i + 1) // an atomic processing stage
            .named("nestedSource"); // wraps up the current Source and gives it a name

    final Flow<Integer, Integer, NotUsed> nestedFlow =
        Flow.of(Integer.class)
            .filter(i -> i != 0) // an atomic processing stage
            .map(i -> i - 2) // another atomic processing stage
            .named("nestedFlow"); // wraps up the Flow, and gives it a name

    final Sink<Integer, NotUsed> nestedSink =
        nestedFlow
            .to(Sink.fold(0, (acc, i) -> acc + i)) // wire an atomic sink to the nestedFlow
            .named("nestedSink"); // wrap it up

    // #reuse
    // Create a RunnableGraph from our components
    final RunnableGraph<NotUsed> runnableGraph = nestedSource.to(nestedSink);

    // Usage is uniform, no matter if modules are composite or atomic
    final RunnableGraph<NotUsed> runnableGraph2 =
        Source.single(0).to(Sink.fold(0, (acc, i) -> acc + i));
    // #reuse
  }
  @Test
  public void partialGraph() throws Exception {
    // #partial-graph
    final Graph<FlowShape<Integer, Integer>, NotUsed> partial =
        GraphDSL.create(
            builder -> {
              final UniformFanOutShape<Integer, Integer> B = builder.add(Broadcast.create(2));
              final UniformFanInShape<Integer, Integer> C = builder.add(Merge.create(2));
              final UniformFanOutShape<Integer, Integer> E = builder.add(Balance.create(2));
              final UniformFanInShape<Integer, Integer> F = builder.add(Merge.create(2));

              builder.from(F.out()).toInlet(C.in(0));
              builder.from(B).viaFanIn(C).toFanIn(F);
              builder
                  .from(B)
                  .via(builder.add(Flow.of(Integer.class).map(i -> i + 1)))
                  .viaFanOut(E)
                  .toFanIn(F);

              return new FlowShape<Integer, Integer>(B.in(), E.out(1));
            });

    // #partial-graph

    // #partial-use
    Source.single(0).via(partial).to(Sink.ignore());
    // #partial-use

    // #partial-flow-dsl
    // Convert the partial graph of FlowShape to a Flow to get
    // access to the fluid DSL (for example to be able to call .filter())
    final Flow<Integer, Integer, NotUsed> flow = Flow.fromGraph(partial);

    // Simple way to create a graph backed Source
    final Source<Integer, NotUsed> source =
        Source.fromGraph(
            GraphDSL.create(
                builder -> {
                  final UniformFanInShape<Integer, Integer> merge = builder.add(Merge.create(2));
                  builder.from(builder.add(Source.single(0))).toFanIn(merge);
                  builder.from(builder.add(Source.from(Arrays.asList(2, 3, 4)))).toFanIn(merge);
                  // Exposing exactly one output port
                  return new SourceShape<Integer>(merge.out());
                }));

    // Building a Sink with a nested Flow, using the fluid DSL
    final Sink<Integer, NotUsed> sink =
        Flow.of(Integer.class).map(i -> i * 2).drop(10).named("nestedFlow").to(Sink.head());

    // Putting all together
    final RunnableGraph<NotUsed> closed = source.via(flow.filter(i -> i > 1)).to(sink);
    // #partial-flow-dsl
  }
  @Test
  public void complexGraph() throws Exception {
    // #complex-graph
    RunnableGraph.fromGraph(
        GraphDSL.create(
            builder -> {
              final Outlet<Integer> A = builder.add(Source.single(0)).out();
              final UniformFanOutShape<Integer, Integer> B = builder.add(Broadcast.create(2));
              final UniformFanInShape<Integer, Integer> C = builder.add(Merge.create(2));
              final FlowShape<Integer, Integer> D =
                  builder.add(Flow.of(Integer.class).map(i -> i + 1));
              final UniformFanOutShape<Integer, Integer> E = builder.add(Balance.create(2));
              final UniformFanInShape<Integer, Integer> F = builder.add(Merge.create(2));
              final Inlet<Integer> G = builder.add(Sink.<Integer>foreach(System.out::println)).in();

              builder.from(F).toFanIn(C);
              builder.from(A).viaFanOut(B).viaFanIn(C).toFanIn(F);
              builder.from(B).via(D).viaFanOut(E).toFanIn(F);
              builder.from(E).toInlet(G);
              return ClosedShape.getInstance();
            }));
    // #complex-graph

    // #complex-graph-alt
    RunnableGraph.fromGraph(
        GraphDSL.create(
            builder -> {
              final SourceShape<Integer> A = builder.add(Source.single(0));
              final UniformFanOutShape<Integer, Integer> B = builder.add(Broadcast.create(2));
              final UniformFanInShape<Integer, Integer> C = builder.add(Merge.create(2));
              final FlowShape<Integer, Integer> D =
                  builder.add(Flow.of(Integer.class).map(i -> i + 1));
              final UniformFanOutShape<Integer, Integer> E = builder.add(Balance.create(2));
              final UniformFanInShape<Integer, Integer> F = builder.add(Merge.create(2));
              final SinkShape<Integer> G = builder.add(Sink.foreach(System.out::println));

              builder.from(F.out()).toInlet(C.in(0));
              builder.from(A).toInlet(B.in());
              builder.from(B.out(0)).toInlet(C.in(1));
              builder.from(C.out()).toInlet(F.in(0));
              builder.from(B.out(1)).via(D).toInlet(E.in());
              builder.from(E.out(0)).toInlet(F.in(1));
              builder.from(E.out(1)).to(G);
              return ClosedShape.getInstance();
            }));
    // #complex-graph-alt
  }
  @Test
  public void nonNestedFlow() throws Exception {
    // #non-nested-flow
    Source.single(0)
        .map(i -> i + 1)
        .filter(i -> i != 0)
        .map(i -> i - 2)
        .to(Sink.fold(0, (acc, i) -> acc + i));

    // ... where is the nesting?
    // #non-nested-flow
  }
 @Test
 public void closedGraph() throws Exception {
   // #embed-closed
   final RunnableGraph<NotUsed> closed1 = Source.single(0).to(Sink.foreach(System.out::println));
   final RunnableGraph<NotUsed> closed2 =
       RunnableGraph.fromGraph(
           GraphDSL.create(
               builder -> {
                 final ClosedShape embeddedClosed = builder.add(closed1);
                 return embeddedClosed; // Could return ClosedShape.getInstance()
               }));
   // #embed-closed
 }
  @Test
  public void materializedValues() throws Exception {
    // #mat-combine-1
    // Materializes to Promise<BoxedUnit>                                     (red)
    final Source<Integer, CompletableFuture<Optional<Integer>>> source = Source.<Integer>maybe();

    // Materializes to BoxedUnit                                              (black)
    final Flow<Integer, Integer, NotUsed> flow1 = Flow.of(Integer.class).take(100);

    // Materializes to Promise<Option<>>                                     (red)
    final Source<Integer, CompletableFuture<Optional<Integer>>> nestedSource =
        source.viaMat(flow1, Keep.left()).named("nestedSource");
    // #mat-combine-1

    // #mat-combine-2
    // Materializes to BoxedUnit                                              (orange)
    final Flow<Integer, ByteString, NotUsed> flow2 =
        Flow.of(Integer.class).map(i -> ByteString.fromString(i.toString()));

    // Materializes to Future<OutgoingConnection>                             (yellow)
    final Flow<ByteString, ByteString, CompletionStage<OutgoingConnection>> flow3 =
        Tcp.get(system).outgoingConnection("localhost", 8080);

    // Materializes to Future<OutgoingConnection>                             (yellow)
    final Flow<Integer, ByteString, CompletionStage<OutgoingConnection>> nestedFlow =
        flow2.viaMat(flow3, Keep.right()).named("nestedFlow");
    // #mat-combine-2

    // #mat-combine-3
    // Materializes to Future<String>                                         (green)
    final Sink<ByteString, CompletionStage<String>> sink =
        Sink.<String, ByteString>fold("", (acc, i) -> acc + i.utf8String());

    // Materializes to Pair<Future<OutgoingConnection>, Future<String>>       (blue)
    final Sink<Integer, Pair<CompletionStage<OutgoingConnection>, CompletionStage<String>>>
        nestedSink = nestedFlow.toMat(sink, Keep.both());
    // #mat-combine-3

    // #mat-combine-4b
    // Materializes to Future<MyClass>                                        (purple)
    final RunnableGraph<CompletionStage<MyClass>> runnableGraph =
        nestedSource.toMat(nestedSink, Combiner::f);
    // #mat-combine-4b
  }
  @Test
  public void attributes() throws Exception {
    // #attributes-inheritance
    final Source<Integer, NotUsed> nestedSource =
        Source.single(0).map(i -> i + 1).named("nestedSource"); // Wrap, no inputBuffer set

    final Flow<Integer, Integer, NotUsed> nestedFlow =
        Flow.of(Integer.class)
            .filter(i -> i != 0)
            .via(
                Flow.of(Integer.class)
                    .map(i -> i - 2)
                    .withAttributes(Attributes.inputBuffer(4, 4))) // override
            .named("nestedFlow"); // Wrap, no inputBuffer set

    final Sink<Integer, NotUsed> nestedSink =
        nestedFlow
            .to(Sink.fold(0, (acc, i) -> acc + i)) // wire an atomic sink to the nestedFlow
            .withAttributes(
                Attributes.name("nestedSink").and(Attributes.inputBuffer(3, 3))); // override
    // #attributes-inheritance
  }
  @Test
  public void nestedFlow() throws Exception {
    // #nested-flow
    final Source<Integer, NotUsed> nestedSource =
        Source.single(0) // An atomic source
            .map(i -> i + 1) // an atomic processing stage
            .named("nestedSource"); // wraps up the current Source and gives it a name

    final Flow<Integer, Integer, NotUsed> nestedFlow =
        Flow.of(Integer.class)
            .filter(i -> i != 0) // an atomic processing stage
            .map(i -> i - 2) // another atomic processing stage
            .named("nestedFlow"); // wraps up the Flow, and gives it a name

    final Sink<Integer, NotUsed> nestedSink =
        nestedFlow
            .to(Sink.fold(0, (acc, i) -> acc + i)) // wire an atomic sink to the nestedFlow
            .named("nestedSink"); // wrap it up

    // Create a RunnableGraph
    final RunnableGraph<NotUsed> runnableGraph = nestedSource.to(nestedSink);
    // #nested-flow
  }