使用Rx和SelectMany限制并发请求

时间:2016-05-20 11:27:53

标签: c# .net concurrency system.reactive reactive-programming

我有一个我想要使用HttpClient同时下载的网页的网址列表。 URL列表可以很大(100或更多!)

我目前有这段代码:

var urls = new List<string>
            {
                @"http:\\www.amazon.com",
                @"http:\\www.bing.com",
                @"http:\\www.facebook.com",
                @"http:\\www.twitter.com",
                @"http:\\www.google.com"
            };

var client = new HttpClient();

var contents = urls
    .ToObservable()
    .SelectMany(uri => client.GetStringAsync(new Uri(uri, UriKind.Absolute)));

contents.Subscribe(Console.WriteLine);

问题:由于SelectMany的使用,几乎同时创建了大量任务。似乎如果URL列表足够大,很多任务会给出超时(我得到&#34; A任务被取消&#34; 例外)。

所以,我认为应该有一种方法,可能使用某种Scheduler来限制并发任务的数量,在给定时间不允许超过5或6。

通过这种方式,我可以获得并发下载而无需启动太多可能会失速的任务,就像他们现在所做的那样。

如何做到这一点,我不会因为大量的超时任务而感到饱和?

非常感谢。

3 个答案:

答案 0 :(得分:12)

请记住SelectMany()实际上是Select().Merge()。虽然SelectMany没有maxConcurrent参数,但Merge()却有。所以你可以使用它。

从您的示例中,您可以执行此操作:

var urls = new List<string>
    {
        @"http:\\www.amazon.com",
        @"http:\\www.bing.com",
        @"http:\\www.facebook.com",
        @"http:\\www.twitter.com",
        @"http:\\www.google.com"
    };

var client = new HttpClient();

var contents = urls
    .ToObservable()
    .Select(uri => Observable.FromAsync(() => client.GetStringAsync(uri)))
    .Merge(2); // 2 maximum concurrent requests!

contents.Subscribe(Console.WriteLine);

答案 1 :(得分:2)

以下是使用DataFlow API执行此操作的示例:

private static Task DoIt()
{
    var urls = new List<string>
    {
        @"http:\\www.amazon.com",
        @"http:\\www.bing.com",
        @"http:\\www.facebook.com",
        @"http:\\www.twitter.com",
        @"http:\\www.google.com"
    };

    var client = new HttpClient();

    //Create a block that takes a URL as input
    //and produces the download result as output
    TransformBlock<string,string> downloadBlock =
        new TransformBlock<string, string>(
            uri => client.GetStringAsync(new Uri(uri, UriKind.Absolute)),
            new ExecutionDataflowBlockOptions
            {
                //At most 2 download operation execute at the same time
                MaxDegreeOfParallelism = 2
            }); 

    //Create a block that prints out the result
    ActionBlock<string> doneBlock =
        new ActionBlock<string>(x => Console.WriteLine(x));

    //Link the output of the first block to the input of the second one
    downloadBlock.LinkTo(
        doneBlock,
        new DataflowLinkOptions { PropagateCompletion = true});

    //input the urls into the first block
    foreach (var url in urls)
    {
        downloadBlock.Post(url);
    }

    downloadBlock.Complete(); //Mark completion of input

    //Allows consumer to wait for the whole operation to complete
    return doneBlock.Completion;
}

static void Main(string[] args)
{
    DoIt().Wait();
    Console.WriteLine("Done");
    Console.ReadLine();
}

答案 2 :(得分:1)

你能看出这有用吗?

var urls = new List<string>
        {
            @"http:\\www.amazon.com",
            @"http:\\www.bing.com",
            @"http:\\www.google.com",
            @"http:\\www.twitter.com",
            @"http:\\www.google.com"
        };

var contents =
    urls
        .ToObservable()
        .SelectMany(uri =>
            Observable
                .Using(
                    () => new System.Net.Http.HttpClient(),
                    client =>
                        client
                            .GetStringAsync(new Uri(uri, UriKind.Absolute))
                            .ToObservable()));