如何通过在原始序列的值上运行任务来创建Rx序列？

Question

I have a sequence of type IObservable<T> and a function that maps T, CancellationToken to a Task<U> . What's the cleanest way of getting an IObservable<U> out of them?

I need the following semantics:

• each tasks starts after the previous item's task has finished
• if a task has been cancelled or faulted, it is skipped
• the order of the original sequence is strictly preserved

Here's the signature as I see it:

public static IObservable<U> Select<T, U> (
    this IObservable<T> source,
    Func<T, CancellationToken, Task<U>> selector
);

I haven't written any code yet but I will unless someone beats me to it.
In any case, I'm not familiar with operators like Window , so my solution will likely be less elegant.

I need the solution in C# 4, but C# 5 answers are also welcome for the sake of comparison.

---

If you're curious, below is my real-world scenario, more or less:

Dropbox.GetImagesRecursively ()
    .ObserveOn (SynchronizationContext.Current)
    .Select (DownloadImage)
    .Subscribe (AddImageToFilePicker);

Answer 1

This seems to work for me so far:

public static IObservable<U> Select<T, U> (
    this IObservable<T> source,
    Func<T, CancellationToken, Task<U>> selector)
{
    return source
        .Select (item => 
            Observable.Defer (() => 
                Observable.StartAsync (ct => selector (item, ct))
                    .Catch (Observable.Empty<U> ())
            ))
        .Concat ();
}

We map a deferred task-based exception-swallowing observable to each item, and then concat them.

---

My thought process went like this.

I noticed that one of the SelectMany overloads does almost exactly what I wanted and even has exactly the same signature. It didn't satisfy my needs though:

• it creates tasks as original items come up, whereas I needed to wait for each task to finish
• it offers no option to skip canceled and faulted tasks

I looked at this overload's implementation and noticed it uses FromAsync to handle task creation and cancellation:

public virtual IObservable<TResult> SelectMany<TSource, TTaskResult, TResult> (IObservable<TSource> source, Func<TSource, CancellationToken, Task<TTaskResult>> taskSelector, Func<TSource, TTaskResult, TResult> resultSelector)
{
    return SelectMany_<TSource, TTaskResult, TResult> (
        source,
        x => FromAsync (ct => taskSelector (x, ct)),
        resultSelector
    );
}

I turned my eye to FromAsync to see how it was implemented, and was pleasantly surprised to find it was composable as well:

public virtual IObservable<TResult> FromAsync<TResult> (Func<CancellationToken, Task<TResult>> functionAsync)
{
    return Defer (() => StartAsync (functionAsync));
}

I reused Defer and StartAsync , while also adding Catch to swallow errors. The combination of Defer and Concat ensures tasks wait for each other and start in the original order.