加入Rx Streams

Ome*_*Mor 25 c# linq system.reactive

我正在尝试建模一个不简单的Rx查询(对我而言):

  • 在一个房间里有男人和女人.
  • 他们进入和离开房间,而在房间里他们有时会改变他们的位置.
  • 每个男人都可以在特定的时间看一个(或零)女人.
  • 每个人都有以下属性:

    class Man
    {
      public const int LookingAtNobody = 0;
      public int Id { get; set; }
      public double Location { get; set; }
      public int LookingAt { get; set; }
    }
    
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  • 每个女人都有以下特性:

    class Woman
    {
      public int Id { get; set; }
      public double Location { get; set; }
    }
    
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  • 代表我们拥有的男人IObservable<IObservable<Man>>,代表我们拥有的女人IObservable<IObservable<Woman>>.

你如何使用Rx生成从男人到他们正在看的女人的载体:IObservable<IObservable<Tuple<double,double>>>

为了帮助,这里有一些针对一些简单情况的单元测试:

public class Tests : ReactiveTest
{
    [Test]
    public void Puzzle1()
    {
        var scheduler = new TestScheduler();

        var m1 = scheduler.CreateHotObservable(
            OnNext(100, new Man { Id = 1, Location = 1.0, LookingAt = Man.LookingAtNobody }),
            OnNext(200, new Man { Id = 1, Location = 2.0, LookingAt = 10 }),
            OnCompleted<Man>(300));

        var w1 = scheduler.CreateHotObservable(
            OnNext(150, new Woman { Id = 10, Location = 10.0 }),
            OnNext(250, new Woman { Id = 10, Location = 20.0 }),
            OnCompleted<Woman>(350));

        var men = scheduler.CreateHotObservable(OnNext(50, m1));
        var women = scheduler.CreateHotObservable(OnNext(50, w1));

        var results = runQuery(scheduler, women, men);

        var innerResults = (from msg in results
                            where msg.Value.HasValue
                            select msg.Value.Value).ToArray();
        var expectedVector1 = new[]
                       {
                           OnNext(200, Tuple.Create(2.0, 10.0)),
                           OnNext(250, Tuple.Create(2.0, 20.0)),
                           OnCompleted<Tuple<double,double>>(300),
                       };
        ReactiveAssert.AreElementsEqual(expectedVector1, innerResults[0]);
    }
    [Test]
    public void Puzzle2()
    {
        var scheduler = new TestScheduler();

        var m1 = scheduler.CreateHotObservable(
            OnNext(100, new Man { Id = 1, Location = 1.0, LookingAt = Man.LookingAtNobody }),
            OnNext(200, new Man { Id = 1, Location = 2.0, LookingAt = 10 }),
            OnCompleted<Man>(400));

        var w1 = scheduler.CreateHotObservable(
            OnNext(150, new Woman { Id = 10, Location = 10.0 }),
            OnNext(250, new Woman { Id = 10, Location = 20.0 }),
            OnCompleted<Woman>(350));

        var men = scheduler.CreateHotObservable(OnNext(50, m1));
        var women = scheduler.CreateHotObservable(OnNext(50, w1));

        var results = runQuery(scheduler, women, men);

        var innerResults = (from msg in results
                            where msg.Value.HasValue
                            select msg.Value.Value).ToArray();
        var expectedVector1 = new[]
                       {
                           OnNext(200, Tuple.Create(2.0, 10.0)),
                           OnNext(250, Tuple.Create(2.0, 20.0)),
                           OnCompleted<Tuple<double,double>>(350),
                       };
        ReactiveAssert.AreElementsEqual(expectedVector1, innerResults[0]);
    }
    [Test]
    public void Puzzle3()
    {
        var scheduler = new TestScheduler();

        var m1 = scheduler.CreateHotObservable(
            OnNext(100, new Man { Id = 1, Location = 1.0, LookingAt = Man.LookingAtNobody }),
            OnNext(200, new Man { Id = 1, Location = 2.0, LookingAt = 10 }),
            OnNext(300, new Man { Id = 1, Location = 2.0, LookingAt = Man.LookingAtNobody }),
            OnCompleted<Man>(400));

        var w1 = scheduler.CreateHotObservable(
            OnNext(150, new Woman { Id = 10, Location = 10.0 }),
            OnNext(250, new Woman { Id = 10, Location = 20.0 }),
            OnCompleted<Woman>(350));

        var men = scheduler.CreateHotObservable(OnNext(50, m1));
        var women = scheduler.CreateHotObservable(OnNext(50, w1));

        var results = runQuery(scheduler, women, men);

        var innerResults = (from msg in results
                            where msg.Value.HasValue
                            select msg.Value.Value).ToArray();
        var expectedVector1 = new[]
                       {
                           OnNext(200, Tuple.Create(2.0, 10.0)),
                           OnNext(250, Tuple.Create(2.0, 20.0)),
                           OnCompleted<Tuple<double,double>>(300),
                       };
        ReactiveAssert.AreElementsEqual(expectedVector1, innerResults[0]);
    }
    [Test]
    public void Puzzle4()
    {
        var scheduler = new TestScheduler();

        var m1 = scheduler.CreateHotObservable(
            OnNext(100, new Man { Id = 1, Location = 1.0, LookingAt = Man.LookingAtNobody }),
            OnNext(200, new Man { Id = 1, Location = 2.0, LookingAt = 10 }),
            OnNext(300, new Man { Id = 1, Location = 3.0, LookingAt = 20 }),
            OnNext(400, new Man { Id = 1, Location = 4.0, LookingAt = 20 }),
            OnCompleted<Man>(500));

        var w1 = scheduler.CreateHotObservable(
            OnNext(150, new Woman { Id = 10, Location = 10.0 }),
            OnNext(250, new Woman { Id = 10, Location = 20.0 }),
            OnCompleted<Woman>(350));
        var w2 = scheduler.CreateHotObservable(
            OnNext(155, new Woman { Id = 20, Location = 100.0 }),
            OnNext(255, new Woman { Id = 20, Location = 200.0 }),
            OnNext(355, new Woman { Id = 20, Location = 300.0 }),
            OnCompleted<Woman>(455));

        var men = scheduler.CreateHotObservable(OnNext(50, m1));
        var women = scheduler.CreateHotObservable(OnNext(50, w1), OnNext(50, w2));

        var results = runQuery(scheduler, women, men);

        var innerResults = (from msg in results
                            where msg.Value.HasValue
                            select msg.Value.Value).ToArray();
        var expectedVector1 = new[]
                       {
                           OnNext(200, Tuple.Create(2.0, 10.0)),
                           OnNext(250, Tuple.Create(2.0, 20.0)),
                           OnCompleted<Tuple<double,double>>(300),
                       };
        var expectedVector2 = new[]
                       {
                           OnNext(300, Tuple.Create(3.0, 200.0)),
                           OnNext(355, Tuple.Create(3.0, 300.0)),
                           OnNext(400, Tuple.Create(4.0, 300.0)),
                           OnCompleted<Tuple<double,double>>(455),
                       };
        ReactiveAssert.AreElementsEqual(expectedVector1, innerResults[0]);
        ReactiveAssert.AreElementsEqual(expectedVector2, innerResults[1]);
    }

    private static IEnumerable<Recorded<Notification<IList<Recorded<Notification<Tuple<double, double>>>>>>> runQuery(TestScheduler scheduler, IObservable<IObservable<Woman>> women, IObservable<IObservable<Man>> men)
    {
        // assuming nested sequences are hot
        var vectors =
            from manDuration in men
            join womanDuration in women on manDuration equals womanDuration
            select from man in manDuration
                   join woman in womanDuration on manDuration equals womanDuration
                   where man.LookingAt == woman.Id
                   select Tuple.Create(man.Location, woman.Location);

        var query = vectors.Select(vectorDuration =>
        {
            var vectorResults = scheduler.CreateObserver<Tuple<double, double>>();
            vectorDuration.Subscribe(vectorResults);
            return vectorResults.Messages;
        });

        var results = scheduler.Start(() => query, 0, 0, 1000).Messages;
        return results;
    }
}
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(注意:这个问题被交叉发布到Rx论坛:http://social.msdn.microsoft.com/Forums/en-US/rx/thread/e73ae4e2-68c3-459a-a5b6-ea957b205abe)

Ruu*_*uud 1

如果我理解正确的话,目标是创建 \xe2\x80\x9cfollow observables\xe2\x80\x9d 的可观察量,其中 \xe2\x80\x9cfollow observable\xe2\x80\x9d 当一个人开始观察时开始一个女人,当男人不再看女人时结束。\xe2\x80\x9cfollow observable\xe2\x80\x9d 应该由男人和女人最近位置的元组组成。

\n\n

这里的想法是使用CombineLatest,它将接受两个可观察量,当它们中的任何一个产生一个值时,组合器将针对可观察量的两个最新值进行评估,从而在组合可观察量中产生一个值。但是,CombineLatest仅当两个可观察量都完成时才完成。在这种情况下,我们希望在两个源中的任何一个完成时完成可观察的内容。为此,我们定义以下扩展方法(我不相信这样的方法已经存在,但可能有更简单的解决方案):

\n\n
public static IObservable<TSource>\n  UntilCompleted<TSource, TWhile>(this IObservable<TSource> source,\n                                       IObservable<TWhile> lifetime)\n{\n  return Observable.Create<TSource>(observer =>\n  {\n    var subscription = source.Subscribe(observer);\n    var limiter = lifetime.Subscribe(next => { }, () =>\n    {\n      subscription.Dispose();\n      observer.OnCompleted();\n    });\n    return new CompositeDisposable(subscription, limiter);\n  });\n}\n
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此方法类似于TakeUntil,但它不是直到产生lifetime一个值,而是直到lifetime完成。我们还可以定义一个简单的扩展方法,它采用满足谓词的第一个条纹:

\n\n
public static IObservable<TSource>\n  Streak<TSource>(this IObservable<TSource> source,\n                       Func<TSource, bool> predicate)\n{\n  return source.SkipWhile(x => !predicate(x)).TakeWhile(predicate);\n}\n
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现在,对于最终查询,我们使用 组合所有男性和所有女性CombineLatest,并使用 完成早期可观察的结果UntilCompleted。为了获得 \xe2\x80\x9cfollow observables\xe2\x80\x9d,我们选择男人看着女人的条纹。然后我们简单地将其映射到位置元组。

\n\n
var vectors =\n  from manDuration in men\n  from womanDuration in women\n  select manDuration\n  .CombineLatest(womanDuration, (m, w) => new { Man = m, Woman = w })\n  .UntilCompleted(womanDuration)\n  .UntilCompleted(manDuration)\n  .Streak(pair => pair.Man.LookingAt == pair.Woman.Id)\n  .Select(pair => Tuple.Create(pair.Man.Location, pair.Woman.Location));\n
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这通过了你所有的测试,但它不能处理这样的场景:一个男人看女人 10 一会儿,然后看 20 一会儿,然后又看 10 一会儿;仅使用第一个条纹。要观察所有条纹,我们可以使用以下扩展方法,该方法返回可观察的条纹:

\n\n
public static IObservable<IObservable<TSource>>\n  Streaks<TSource>(this IObservable<TSource> source,\n                        Func<TSource, bool> predicate)\n{\n  return Observable.Create<IObservable<TSource>>(observer =>\n  {\n    ReplaySubject<TSource> subject = null;\n    bool previous = false;\n    return source.Subscribe(x =>\n    {\n      bool current = predicate(x);\n      if (!previous && current)\n      {\n        subject = new ReplaySubject<TSource>();\n        observer.OnNext(subject);\n      }\n      if (previous && !current) subject.OnCompleted();\n      if (current) subject.OnNext(x);\n      previous = current;\n    }, () =>\n    {\n      if (subject != null) subject.OnCompleted();\n      observer.OnCompleted();\n    });\n  });\n}\n
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通过仅订阅源流一次并使用 a ReplaySubject,此方法适用于热和冷可观察量。现在对于最终查询,我们选择所有条纹,如下所示:

\n\n
var vectors =\n  from manDuration in men\n  from womanDuration in women\n  from streak in manDuration\n  .CombineLatest(womanDuration, (m, w) => new { Man = m, Woman = w })\n  .UntilCompleted(womanDuration)\n  .UntilCompleted(manDuration)\n  .Streaks(pair => pair.Man.LookingAt == pair.Woman.Id)\n  select streak.Select(pair =>\n    Tuple.Create(pair.Man.Location, pair.Woman.Location));\n
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