如何使用异步方法正确编写 Parallel.For

Question

How would I structure the code below so that the async method gets invoked?

Parallel.For(0, elevations.Count(), delegate(int i)
{
   allSheets.AddRange(await BuildSheetsAsync(userID, elevations[i], includeLabels));
});

Answer 1

Parallel.For() doesn't work well with async methods. If you don't need to limit the degree of parallelism (ie you're okay with all of the tasks executing at the same time), you can simply start all the Task s and then wait for them to complete:

var tasks = Enumerable.Range(0, elevations.Count())
    .Select(i => BuildSheetsAsync(userID, elevations[i], includeLabels));
List<Bitmap> allSheets = (await Task.WhenAll(tasks)).SelectMany(x => x).ToList();

Answer 2

I'd recommend you to take a look at this question I asked a few days ago and ended-up answering myself, basically I was looking for a parallel and asynchronous ForEach method .

The method uses SemaphoreSlim to process things in parallel and it accepts asynchronous methods as an input action.

You might also want to take a look at the two links I have provided at the end of my answer, they have been really helpful for realizing such behavior and they also contain another way of doing this using a Partitioner instead.

Personally, I didn't like the Parallel.For because it's a synchronous call as explained in the links I've given; I wanted it all 'async' :-)

Here it is : Asynchronously and parallelly downloading files

Answer 3

You can try this code I'm using. it using foreach and SemaphoreSlim to achive parallel asynchronous.

public static class ParallelAsync
{
    public static async Task ForeachAsync<T>(IEnumerable<T> source, int maxParallelCount, Func<T, Task> action)
    {
        using (SemaphoreSlim completeSemphoreSlim = new SemaphoreSlim(1))
        using (SemaphoreSlim taskCountLimitsemaphoreSlim = new SemaphoreSlim(maxParallelCount))
        {
            await completeSemphoreSlim.WaitAsync();
            int runningtaskCount = source.Count();

            foreach (var item in source)
            {
                await taskCountLimitsemaphoreSlim.WaitAsync();

                Task.Run(async () =>
                {
                    try
                    {
                        await action(item).ContinueWith(task =>
                        {
                            Interlocked.Decrement(ref runningtaskCount);
                            if (runningtaskCount == 0)
                            {
                                completeSemphoreSlim.Release();
                            }
                        });
                    }
                    finally
                    {
                        taskCountLimitsemaphoreSlim.Release();
                    }
                }).GetHashCode();
            }

            await completeSemphoreSlim.WaitAsync();
        }
    }
}

usage:

string[] a = new string[] {
    "1",
    "2",
    "3",
    "4",
    "5",
    "6",
    "7",
    "8",
    "9",
    "10",
    "11",
    "12",
    "13",
    "14",
    "15",
    "16",
    "17",
    "18",
    "19",
    "20"
};

Random random = new Random();

await ParallelAsync.ForeachAsync(a, 2, async item =>
{
    Console.WriteLine(item + " start");

    await Task.Delay(random.Next(1500, 3000));
    Console.WriteLine(item + " end");
});

Console.WriteLine("All finished");

any suggestion please let me know.

Answer 4

The easiest way to invoke your async method inside Parallel.For is next:

Parallel.For(0, elevations.Count(), async i =>
{
   allSheets.AddRange(await BuildSheetsAsync(userID, elevations[i], includeLabels));
});

==============

MarioDS mentioned absolutely right in the comment that in that case you may have unobserved exceptions. And this is definitely very important thing which you should always take in mind then have a deal with async delegates.

In this case if you think that you will have exceptions you can use try/catch block inside delegate. Or in some cases if your situation is good for it you can subscribe on TaskScheduler.UnobservedTaskException event.