Miesięczne archiwum: Lipiec 2017

Kodowanie asynchroniczne w C# na web-ie, czyli czemu w końcu przydadzą się procesory wielordzeniowe

No dobra, po epokowej przerwie (ostatnio wpis jakieś 4 lata temu?!!) mam coś ciekawego.

Szybki up-to-date, wkręciłem się w nowego „dotneta” (.NET core) a ściślej ASP.NET Core.

Jak zwykle przeglądając czeluście internetu trafiłem tutaj: https://caleblloyd.com/software/net-core-mvc-thread-pool-vs-async/

Wiedziałem że słowo kluczowe async, await w programowaniu usług sieciowych w C# musi mieć jakiś większy sens i treść i oto wytłumaczenie. No więc nie byłbym sobą gdybym nie zmaścił jakiegoś benchmarka. Postanowiłem za autorem użyć podobnego scenariusza i przetestować metody (kod ASP.NET core WebAPI):

// GET api/values/sleep
[HttpGet("sleep")]
public string GetSleep()
{
    Thread.Sleep(1000);
    return Process.GetCurrentProcess().Threads.Count.ToString();
}

// GET api/values/delay
[HttpGet("delay")]
async public Task<string> GetDelay()
{
    await Task.Delay(1000);
    return Process.GetCurrentProcess().Threads.Count.ToString();
}

No i dobra, ale przydałby się jakiś kod testowy C# a nie odwołanie (jak caleblloyd) do pakietu stress-testującego. No to wymyśliłem takie coś (fragment kodu aplikacji GUI):

private async Task SyncAcynsWebProcessing(CancellationToken token, int seconds2Run = 60, int threadCount = 50)
{
	Stopwatch watch = new Stopwatch(), global_watch = new Stopwatch();
	int run_times = 0;
	string url = txtDebug.Text.Trim().Split(new[] { '\r', '\n' }).FirstOrDefault();
	global_watch.Start();

	while (true)
	{
		if (!token.IsCancellationRequested &&
			global_watch.ElapsedMilliseconds > (seconds2Run * 1000))//do this procedure X number of seconds
			break;

		var all_tasks = new Task<int>[threadCount];
		watch.Reset();
		watch.Start();
		for (int i = 0; i < threadCount; i++)//create-and-run x tasks
		{
			all_tasks[i] = Task.Run(async () =>
			{
				try
				{
					using (var client = new HttpClient())
					{
						var stackContent = await client.GetAsync(url, token);
						var response = await stackContent.Content.ReadAsStringAsync();
						if (response.Length > 10)
						{
							return response.Length;
						}
						else
						{
							if (int.TryParse(response, out int j))
								return j;
							return -1;
						}
					}
				}
				catch (Exception ex)
				{
					this.Dispatcher.Invoke(() =>//run something on UI thread
					{
						txtDebug.AppendText(ex.ToString());
					});
					return -2;
				}
			}, token);
		}
		//wait for all threads to complete
		await Task.WhenAll(all_tasks).ContinueWith((all_results) =>
		{
			watch.Stop();
			this.Dispatcher.Invoke(() =>//run something on UI thread
			{
				string comm = "";
				txtDebug.AppendText(Environment.NewLine);
				foreach (var res in all_results.Result)
				{
					txtDebug.AppendText(comm + res);
					comm = ",";
				}
				txtDebug.AppendText($"{Environment.NewLine}ElapsedMilliseconds: {watch.ElapsedMilliseconds}");
			});

			watch.Reset();
			foreach (Task<int> tsk in all_tasks) tsk.Dispose();
			all_tasks = null;
		}, token);
		//await Task.Delay(250).ConfigureAwait(false);
		run_times++;
	}

	this.Dispatcher.Invoke(() =>//run something on UI thread
	{
		txtDebug.AppendText($"{Environment.NewLine}----------{Environment.NewLine}Bottom line summary: {global_watch.ElapsedMilliseconds}"
			+ $" run {run_times} times");
	});
}

To cudo wykonuje przez zadaną ilość sekund (domyślnie 60) działanie polegające na zasypywaniem serwera wielu króciutkich zapytań i sumuje odpowiedzi (które są ilością sumą wątków robocznych .NET). Robione jest to specjalnie przez X sekund i z zadaną ilością wątków (domyślnie 50) aby równo obciążyć (czyt. dobić) serwer.

Wyniki, dla metody używającej synchronicznych wywołań (metoda http://localhost:4553/sleep):

http://localhost:4553/sleep
26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26,26
Elapsed millis: 9053
26,26,26,26,27,26,26,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27,27
Elapsed millis: 7169
29,29,29,29,29,29,29,30,29,29,30,30,30,30,31,30,30,30,30,36,30,31,36,31,35,35,35,31,35,31,36,31,36,35,36,36,36,36,36,36,36,36,36,35,36,36,36,36,35,36
Elapsed millis: 5199
37,37,37,37,37,37,37,37,37,37,37,37,38,37,38,38,38,38,38,38,38,38,38,38,39,38,38,39,38,39,39,39,39,39,39,39,39,39,39,39,38,39,39,39,39,39,39,39,39,39
Elapsed millis: 4105
39,39,39,39,39,39,39,39,39,39,40,39,39,40,40,39,40,40,39,39,40,40,40,40,40,40,40,40,40,40,40,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,41,40,41
Elapsed millis: 3706
42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,42,43,42,42,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,43,42,43,43,43,43,43,43,43,43,43,43
Elapsed millis: 3126
64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64
Elapsed millis: 2128
65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65,65
Elapsed millis: 2073
66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66,66
Elapsed millis: 2082
67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67,67
Elapsed millis: 2066
67,67,67,67,67,67,67,67,67,67,67,64,67,67,67,67,67,67,67,67,64,67,67,67,64,64,67,64,67,64,64,67,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64
Elapsed millis: 2098
64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64
Elapsed millis: 2066
64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,63,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64,64
Elapsed millis: 2122
69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,69,68,69,69,69
Elapsed millis: 2059
70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,70,69,70,70
Elapsed millis: 1798
71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71
Elapsed millis: 1136
71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,70,70,71,71
Elapsed millis: 1169
71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,70,71,71,71,71,71,71
Elapsed millis: 2113
71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,70,71,71,71,71,71,71,71,71,71,71,71,71,71
Elapsed millis: 2108
71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,71,70,71,71,71,71,71,71,71,71,71,71,71,71
Elapsed millis: 2063
75,75,75,75,75,75,75,71,71,71,71,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,74,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75,75
Elapsed millis: 2056
----------

Took 61565 millis to run 21 times

A teraz to samo dla metody wykorzysujące asyncrhoniczne wyowłania (async/await http://localhost:4553/delay):

http://localhost:4553/delay
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1150
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1075
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1058
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1059
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1095
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1049
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1082
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1073
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1070
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1076
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1062
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1080
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1059
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1081
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1074
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1075
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1066
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1087
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1062
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1091
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1070
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1073
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1079
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1070
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1060
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1085
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1063
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1095
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1063
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1107
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1077
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1087
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1076
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1054
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1068
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1085
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1075
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1079
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1068
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1089
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1074
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1064
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1062
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1061
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1059
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1078
44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44,44
Elapsed millis: 1066
44,45,45,44,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,44,44,45,44,44,45,44,44,45,44,44,44,44,44,44,44
Elapsed millis: 1070
45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45
Elapsed millis: 1061
45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45
Elapsed millis: 1069
45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45
Elapsed millis: 1094
45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45
Elapsed millis: 1067
45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45
Elapsed millis: 1043
45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45
Elapsed millis: 1094
45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45
Elapsed millis: 1069
45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45,45
Elapsed millis: 1077
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Took 60225 millis to run 56 times

Jak widać dla takiego samego czasu działania (około 60 sekund) ilość obsłużonych zadań jest przeszło dwa razy większa – 2x przyspieszenie. 21 vs 56