要在应用中安装一个 NuGet 包 System.Reactive。

Rx 可以认作是 LINQ to events（基于 IObservable<T>）
所有的 LINQ 操作都可以在 Rx 中使用。
从概念上看，过滤（Where）、投影（Select）等简单操作，和其他 LINQ 提供者的操作是一样的

1. 转换.NET事件

1.1. 进度通知

public static void ProgressRun()

{

    var progress = new Progress<int>();

    var progressReports = Observable.FromEventPattern<int>(

        handler => progress.ProgressChanged += handler,

        handler => progress.ProgressChanged -= handler)

        //.Where(u => u.EventArgs % 2 == 0)

        ;

    progressReports.Subscribe(data => Console.WriteLine($"OnNext:{data.EventArgs},ThreadId:{Thread.CurrentThread.ManagedThreadId}."));

    Reports(progress);

}

private static void Reports(IProgress<int> progress)

{

    System.Console.WriteLine($"Reporting ThreadId:{Thread.CurrentThread.ManagedThreadId}.");

    for (int i = 0; i < 10; i++)

    {

        progress.Report(i);

    }

    System.Console.WriteLine($"Reported ThreadId:{Thread.CurrentThread.ManagedThreadId}.");

}

输出:

Reporting ThreadId:1.

Reported ThreadId:1.

OnNext:5,ThreadId:9.

OnNext:0,ThreadId:4.

OnNext:6,ThreadId:10.

OnNext:1,ThreadId:5.

OnNext:2,ThreadId:6.

OnNext:4,ThreadId:8.

OnNext:3,ThreadId:7.

OnNext:7,ThreadId:11.

OnNext:9,ThreadId:13.

OnNext:8,ThreadId:12.

1.2. 定时器示例

public static void TimerRun()

{

    var timer = new System.Timers.Timer(interval: 300) { Enabled = true };

    var ticks = Observable.FromEventPattern<ElapsedEventHandler, ElapsedEventArgs>(

        handler => (s, a) => handler(s, a),

        handler => timer.Elapsed += handler,

        handler => timer.Elapsed -= handler);

    ticks.Subscribe(data => Console.WriteLine($"OnNext:{data.EventArgs.SignalTime.Millisecond}, ThreadId:{Thread.CurrentThread.ManagedThreadId}."));

    System.Console.WriteLine($"Timer start ThreadId:{Thread.CurrentThread.ManagedThreadId}.");

    timer.Start();

    Thread.Sleep(2000);

    timer.Stop();

    System.Console.WriteLine($"Timer stop ThreadId:{Thread.CurrentThread.ManagedThreadId}.");

}

输出:

Timer start ThreadId:1.

OnNext:473, ThreadId:4.

OnNext:772, ThreadId:5.

OnNext:73, ThreadId:5.

OnNext:373, ThreadId:5.

OnNext:673, ThreadId:5.

OnNext:975, ThreadId:5.

Timer stop ThreadId:1.

1.3. 错误传递

public static void ObErrorRun()

{

    var tcs = new TaskCompletionSource<string>();

    var client = new WebClient();

    var downloadedStrings = Observable.FromEventPattern(client,

    "DownloadStringCompleted"); downloadedStrings.Subscribe(

    data =>

    {

        var eventArgs = (DownloadStringCompletedEventArgs)data.EventArgs;

        if (eventArgs.Error != null)

        {

            Console.WriteLine("OnNext: (Error) " + eventArgs.Error.GetType());

        }

        else

        {

            Console.WriteLine("OnNext: " + eventArgs.Result);

        }

    },

    ex => Console.WriteLine("OnError: " + ex.GetType()),

    () => Console.WriteLine("OnCompleted"));

    client.DownloadStringAsync(new Uri("http://invalid.example.com/"));

    //client.DownloadStringAsync(new Uri("http://www.baidu.com/"));

    Thread.Sleep(3000);

}

输出:

OnNext: (Error) System.Net.WebException

把事件封装进 Observable 对象后，每次引发该事件都会调用 OnNext 。在处理 AsyncCompletedEventArgs 时会发生令人奇怪的现象，所有的异常信息都是通过数据形式传递的(OnNext)，而不是通过错误传递(OnError)。

2. 发通知给上下文

如 UI 元素只能被它所属的 UI 线程控制，因此，如果要根据 Rx 的通知来修改 UI，就应该把通知“转移”到 UI 线程。

可以使用 ObserveOn 把通知移动到一个线程池线程，在那里进行计算，然后再把表示结果的通知返回给 UI 线程
通过同步上下文切换实现

public delegate void HelloEventHandler(object sender, HelloEventArgs e);

public class HelloEventArgs : EventArgs

{

    public string Name { get; set; }

    public HelloEventArgs(string name)

    {

        Name = name;

    }

    public int SayHello()

    {

        System.Console.WriteLine(Name + " Hello.");

        return DateTime.Now.Millisecond;

    }

}

public static event HelloEventHandler HelloHandlerEvent;

public static void ObservableEventRun()

{

    IDisposable ob = null;

    var task = Task.Run(() =>

    {

        Thread.Sleep(500);

        HelloHandlerEvent?.Invoke(new object(), new HelloEventArgs("lilei"));

        HelloHandlerEvent?.Invoke(new object(), new HelloEventArgs("HanMeimei"));

        HelloHandlerEvent?.Invoke(new object(), new HelloEventArgs("Tom"));

        HelloHandlerEvent?.Invoke(new object(), new HelloEventArgs("Jerry"));

        Thread.Sleep(2000);

        ob?.Dispose();

        HelloHandlerEvent?.Invoke(new object(), new HelloEventArgs("NoConsole")); // 由于

    });

    // AsyncContext 比如就是 UI上下文

    AsyncContext.Run(() =>

    {

        var uiContext = SynchronizationContext.Current;

        Console.WriteLine("UI thread is " + Environment.CurrentManagedThreadId);                                                                           //Observable.FromEvent()

        ob = Observable.FromEventPattern<HelloEventHandler, HelloEventArgs>(

            handler => (s, a) => handler.Invoke(s, a), handler => HelloHandlerEvent += handler, handler => HelloHandlerEvent -= handler)

        .Select(evt => evt.EventArgs.SayHello()).ObserveOn(Scheduler.Default)

        .Select(s =>

         {

            // 复杂的计算过程。

            Thread.Sleep(100);

            var result = s;

            Console.WriteLine("Now Millisecond result " + result + " on thread " + Environment.CurrentManagedThreadId);

            return result;

         })

        .ObserveOn(uiContext)

        .Subscribe(s => Console.WriteLine("Subscribe Result " + s + " on thread " + Environment.CurrentManagedThreadId));

        //此处不能 task.Wait(); ，会和 Subscribe 中的委托发生死锁

        System.Console.WriteLine("AsyncContext.Run Done on thread " + Environment.CurrentManagedThreadId);

    });

    task.Wait();

}

输出:

UI thread is 1

AsyncContext.Run Done on thread 1

lilei Hello.

HanMeimei Hello.

Tom Hello.

Jerry Hello.

Now Millisecond result 36 on thread 6

Subscribe Result 36 on thread 1

Now Millisecond result 44 on thread 6

Subscribe Result 44 on thread 1

Now Millisecond result 44 on thread 6

Subscribe Result 44 on thread 1

Now Millisecond result 44 on thread 6

Subscribe Result 44 on thread 1

3. 用窗口和缓冲对事件分组

下面的例子使用 Interval ，每秒创建 1 个 OnNext 通知，然后, 使用 Buffer , 每 2 个通知做一次缓冲：

public static void BufferRun()

{

    System.Console.WriteLine($"Buffer start ThreadId:{Thread.CurrentThread.ManagedThreadId}.");

    var ob = Observable.Interval(TimeSpan.FromMilliseconds(10))

     .Buffer(2)

     .Subscribe(x => Console.WriteLine($"{DateTime.Now.Millisecond}: Got {string.Join(",", x)}({Thread.CurrentThread.ManagedThreadId})"));

    Thread.Sleep(100);

    ob.Dispose();

    System.Console.WriteLine($"Buffer end ThreadId:{Thread.CurrentThread.ManagedThreadId}.");

}

输出:

Buffer start ThreadId:1.

459: Got 0,1(5)

478: Got 2,3(5)

498: Got 4,5(5)

516: Got 6,7(5)

536: Got 8,9(5)

Buffer end ThreadId:1.

下面的例子有些类似，使用 Window 创建一些事件组，每组包含 2 个事件：

public static void WindowRun()

{

    System.Console.WriteLine($"Window start ThreadId:{Thread.CurrentThread.ManagedThreadId}.");

    var ob = Observable.Interval(TimeSpan.FromMilliseconds(10))

    .Window(2)

    .Subscribe(group =>

    {

        Console.WriteLine($"{DateTime.Now.Millisecond}: Starting new group({Thread.CurrentThread.ManagedThreadId})");

        group.Subscribe(x => Console.WriteLine($"{DateTime.Now.Millisecond}: Saw {x},(TID:{Thread.CurrentThread.ManagedThreadId})"),

            () => Console.WriteLine($"{DateTime.Now.Millisecond}: Ending group"));

    });

    Thread.Sleep(100);

    ob.Dispose();

    System.Console.WriteLine($"Window end ThreadId:{Thread.CurrentThread.ManagedThreadId}.");

}

输出:

Window start ThreadId:1.

959: Starting new group(1)

987: Saw 0,(TID:4)

991: Saw 1,(TID:4)

992: Ending group

994: Starting new group(4)

0: Saw 2,(TID:4)

11: Saw 3,(TID:4)

11: Ending group

11: Starting new group(4)

21: Saw 4,(TID:4)

30: Saw 5,(TID:4)

30: Ending group

30: Starting new group(4)

40: Saw 6,(TID:4)

50: Saw 7,(TID:4)

50: Ending group

51: Starting new group(4)

60: Saw 8,(TID:4)

70: Saw 9,(TID:4)

70: Ending group

70: Starting new group(4)

Window end ThreadId:1.

这几个例子说明了 Buffer 和 Window 的区别:

Buffer 等待组内的所有事件，然后把所有事件作为一个集合发布
Window 用同样的方法进行分组，但它是在每个事件到达时就发布

4. 用限流和抽样抑制事件流

4.1. Throttle

下面的例子也是监视鼠标移动，但使用了 Throttle ，在鼠标保持静止 1 秒后才报告最近一条移动事件。

public delegate void MouseEventHandler(object sender, MouseEventArgs e);

public class MouseEventArgs : EventArgs

{

    public (int, int) XY { get; set; }

    public MouseEventArgs((int, int) xy)

    {

        XY = xy;

    }

    public (int, int) GetPosition()

    {

        return XY;

    }

}

public static event MouseEventHandler MouseMove;

public static void ThrottleRun()

{

    IDisposable ob = null;

    var task = Task.Run(() =>

    {

        Thread.Sleep(200);

        //不触发

        MouseMoveProcess((1, 1));

        MouseMoveProcess((1, 11));

        MouseMoveProcess((1, 111));

        MouseMoveProcess((1, 1111));

        //触发

        MouseMoveProcess((2, 2), 2000);

        //超时结束

        MouseMoveProcess((2, 22));

        ob?.Dispose();

    });

    ob = Observable.FromEventPattern<MouseEventHandler, MouseEventArgs>(

        handler => (s, a) => handler(s, a),

        handler => MouseMove += handler,

        handler => MouseMove -= handler)

    .Select(x => x.EventArgs.GetPosition())

    .Throttle(TimeSpan.FromMilliseconds(500))

    .Subscribe(x => Console.WriteLine($"{DateTime.Now.Millisecond}: Saw {x.Item1},{x.Item2}"));

    task.Wait();

}

private static void MouseMoveProcess((int, int) xy, int sleepMillsecond = 200)

{

    System.Console.WriteLine($"Mouse Move {xy.Item1},{xy.Item2},After sleep {sleepMillsecond}.");

    MouseMove?.Invoke(new object(), new MouseEventArgs(xy));

    Thread.Sleep(sleepMillsecond);

}

输出:

Mouse Move 1,1,After sleep 200.

Mouse Move 1,11,After sleep 200.

Mouse Move 1,111,After sleep 200.

Mouse Move 1,1111,After sleep 200.

Mouse Move 2,2,After sleep 2000.

251: Saw 2,2

Mouse Move 2,22,After sleep 200.

Throttle 常用于类似“文本框自动填充”这样的场合

用户在文本框中输入文字，当他停止输入时，才需要进行真正的检索。

4.2. Sample

为抑制快速运动的事件序列, Sample 建立了一个有规律的超时时间段，每个时间段结束时，它就发布该时间段内最后的一条数据。如果这个时间段没有数据，就不发布。

每隔一秒采样一次

public static void SampleRun()

{

    IDisposable ob = null;

    var task = Task.Run(() =>

    {

        Thread.Sleep(200);

        //不触发

        MouseMoveProcess((1, 1));

        MouseMoveProcess((1, 11));

        MouseMoveProcess((1, 111));

        MouseMoveProcess((1, 1111));

        //触发

        MouseMoveProcess((2, 2), 2000);

        //超时结束

        MouseMoveProcess((2, 22));

        ob?.Dispose();

    });

    ob = Observable.FromEventPattern<MouseEventHandler, MouseEventArgs>(

        handler => (s, a) => handler(s, a),

        handler => MouseMove += handler,

        handler => MouseMove -= handler)

    .Select(x => x.EventArgs.GetPosition())

    .Sample(TimeSpan.FromMilliseconds(500))

    .Subscribe(x => Console.WriteLine($"{DateTime.Now.Millisecond}: Saw {x.Item1},{x.Item2}"));

    task.Wait();

}

输出:

Mouse Move 1,1,After sleep 200.

Mouse Move 1,11,After sleep 200.

498: Saw 1,11

Mouse Move 1,111,After sleep 200.

Mouse Move 1,1111,After sleep 200.

Mouse Move 2,2,After sleep 2000.

991: Saw 2,2

Mouse Move 2,22,After sleep 200.

992: Saw 2,22

Throttle 和 Sample 操作符与 Where 基本差不多，唯一的区别是:

Throttle 、 Sample 根据时间段过滤
而 Where 根据事件的数据过滤

在抑制快速涌来的输入流时，这三种操作符提供了三种不同的方法。

5. 超时

Timeout 操作符在输入流上建立一个可调节的超时窗口。一旦新的事件到达，就重置超时窗口。如果超过期限后事件仍没到达， Timeout 操作符就结束流，并产生一个包含TimeoutException 的 OnError 通知。

public static void TimeoutRun()

{

    IDisposable ob = null;

    var task = Task.Run(() =>

    {

        Thread.Sleep(200);

        //不触发

        MouseMoveProcess((1, 1));

        MouseMoveProcess((1, 11));

        MouseMoveProcess((1, 111));

        MouseMoveProcess((1, 1111));

        //触发

        MouseMoveProcess((2, 2), 1100);

        //超时结束

        MouseMoveProcess((2, 22));

        ob?.Dispose();

    });

    ob = Observable.FromEventPattern<MouseEventHandler, MouseEventArgs>(

        handler => (s, a) => handler(s, a),

        handler => MouseMove += handler,

        handler => MouseMove -= handler)

    .Select(x => x.EventArgs.GetPosition())

    .Timeout(TimeSpan.FromSeconds(1))//Subscribe后相对一秒超时（连续触发则不会超时）

    .Subscribe(

        x => Console.WriteLine($"{DateTime.Now.Millisecond}: Saw {x.Item1},{x.Item2}"),

        ex => Console.WriteLine($"{DateTime.Now.Millisecond}: {ex.GetType().Name}"),

        // onCompleted 不会执行

        () => System.Console.WriteLine($"{DateTime.Now.Millisecond}: Finished.")

    );

    System.Console.WriteLine($"{DateTime.Now.Millisecond} Subscribe Done");

    task.Wait();

}

输出:

138 Subscribe Done

Mouse Move 1,1,After sleep 200.

313: Saw 1,1

Mouse Move 1,11,After sleep 200.

517: Saw 1,11

Mouse Move 1,111,After sleep 200.

722: Saw 1,111

Mouse Move 1,1111,After sleep 200.

923: Saw 1,1111

Mouse Move 2,2,After sleep 1100.

124: Saw 2,2

139: TimeoutException

Mouse Move 2,22,After sleep 200.

在超时之前观察鼠标移动，超时发生后进行切换

public static event MouseEventHandler OtherMouseMove;

public static void TimeoutMoveRun()

{

    IDisposable ob = null;

    var task = Task.Run(() =>

    {

        Thread.Sleep(200);

        //不触发

        MouseMoveProcess((1, 1), 400);

        MouseMoveProcess((1, 11), 0);

        //为了触发超时

        Thread.Sleep(1100);

        System.Console.WriteLine("sleep: 1100");

        //由于超时，时间流被迁移到other，下面不会触发

        MouseMoveProcess((2, 2), 400);

        MouseMoveProcess((2, 22), 400);

        //other的事件,可以触发

        OtherMouseMoveProcess((3, 3), 400);

        OtherMouseMoveProcess((3, 33), 400);

        ob?.Dispose();

    });

    var other = Observable.FromEventPattern<MouseEventHandler, MouseEventArgs>(

        handler => (s, a) => handler(s, a),

        handler => OtherMouseMove += handler,

        handler => OtherMouseMove -= handler)

    .Select(x => x.EventArgs.GetPosition());

    ob = Observable.FromEventPattern<MouseEventHandler, MouseEventArgs>(

        handler => (s, a) => handler(s, a),

        handler => MouseMove += handler,

        handler => MouseMove -= handler)

    .Select(x => x.EventArgs.GetPosition())

    .Timeout(TimeSpan.FromSeconds(1), other)

    .Subscribe(

        x => Console.WriteLine($"{DateTime.Now.Millisecond}: Saw {x.Item1},{x.Item2}"),

        ex => Console.WriteLine($"{DateTime.Now.Millisecond}: {ex.GetType().Name}"));

    System.Console.WriteLine($"{DateTime.Now.Millisecond} Subscribe Done");

    task.Wait();

}

private static void OtherMouseMoveProcess((int, int) xy, int sleepMillsecond = 200)

{

    System.Console.WriteLine($"Other Mouse Move {xy.Item1},{xy.Item2},After sleep {sleepMillsecond}.");

    OtherMouseMove?.Invoke(new object(), new MouseEventArgs(xy));

    Thread.Sleep(sleepMillsecond);

}

输出:

793 Subscribe Done

Mouse Move 1,1,After sleep 400.

970: Saw 1,1

Mouse Move 1,11,After sleep 0.

373: Saw 1,11

sleep: 1100

Mouse Move 2,2,After sleep 400.

Mouse Move 2,22,After sleep 400.

Other Mouse Move 3,3,After sleep 400.

281: Saw 3,3

Other Mouse Move 3,33,After sleep 400.

684: Saw 3,33

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Rx基础