A dedicated Thread Pool for computations parallelization.
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$ dotnet add package Bee-HiveReadme
Bee Hive
A dedicated Thread Pool for computations parallelization.
It is useful for running in background long CPU intensive computations without risk of the standard .NET Thread Pool starvation.
Features
- Provides explicit strongly typed queues for requested computations.
- Queued computations are represented by Hive Tasks that can be awaited/cooperatively cancelled.
- Supports synchronous and asynchronous computations.
- Hive Queues are observables notifying about completed results.
- Supports accumulating results of finished computations into Result Bags.
- Threads can be dynamically added for extra load and automaticly stopped after some idle time.
- Has configurable lower/upper number of running threads and idle time for threads to be stopped.
Quick start
- Building a Hive
- Creating Hive Queues
- Requesting computations
- Working with Hive Tasks
- Cancelling computations
- Error handling
- Observing results
- Accumulating results in Result Bags
- Disposing a Hive
- Functions used in examples
Building a Hive
Hive instances are configured and built using HiveBuilder:
Hive hive = new HiveBuilder()
.WithMinLiveThreads(1) // Sets minimal number of threads in the Hive.
.WithMaxLiveThreads(4) // Sets maximal number of threads in the Hive.
.WithThreadIdleBeforeStop(milliseconds: 1000) // Sets interval of idle time for threads to be stopped.
.Build(); // Builds the Hive.
hive.Run(); // Runs the Hive. This starts minimal number of threads.
Creating Hive Queues
Hive Queues are collections holding requests for computations. To run a computation in a Hive the corresponding Hive Queue must first be created.
Each Hive can have unlimited number of Hive Queues. A Hive fetches requests from all of its Hive Queues in the FIFO order of adding and performs computations within its single Thread Pool.
The definition of functions used in examples can be found in Functions used in examples section.
// A queue to calculate is a number prime or not.
HiveQueue<long, bool> isPrimeQueue = hive.GetQueueFor<long, bool>(IsPrimeNumber);
// A queue to calculate square root of an integer.
HiveQueue<int, double> sqrtQueue = hive.GetQueueFor<int, double>(SqrtAsync);
// Another queue of the previous type.
HiveQueue<int, double> sqrtQueue2 = hive.GetQueueFor<int, double>(SqrtAsync);
Requesting computations
Computations are run by adding requests for them to Hive Queues. Each call returns an instance of Hive Task representing the requested computation which will be performed at some moment in future.
// Requesting a few computations.
HiveTask<string, bool> hiveTask = isPrimeQueue.AddRequest(1007); // Returns an instance of Hive Task.
_ = isPrimeQueue.AddRequest(2333);
_ = isPrimeQueue.AddRequest(5623);
_ = isPrimeQueue.AddRequest(7753);
_ = isPrimeQueue.AddRequest(7761);
_ = sqrtQueue.AddRequest(121);
_ = sqrtQueue.AddRequest(144);
Hive Queues support enumeration of pending or currently run Hive Tasks. Once a Hive Task completes or fails because of an error it gets removed from the owning Hive Queue.
foreach (HiveTask<long, bool> hiveTask in isPrimeQueue)
Console.WriteLine($"Computing {nameof(IsPrimeNumber)}({hiveTask.Request})...");
It prints something like this:
Computing IsPrimeNumber(1007)...
Computing IsPrimeNumber(2333)...
Computing IsPrimeNumber(5623)...
Computing IsPrimeNumber(7753)...
Computing IsPrimeNumber(7761)...
Working with Hive Tasks
A Hive Task has properties containing the initial computation request, the current state and optionally a computed result:
HiveTask<string, bool> hiveTask = isPrimeQueue.AddRequest(1000000009);
await hiveTask;
Debug.Assert(hiveTask.Request == 1000000009); // A request the computation was invoked for.
Debug.Assert(hiveTask.State == HiveTaskState.SuccessfullyCompleted); // After awaiting state is "successfully completed".
Debug.Assert(hiveTask.Result?.Value == true); // After completion the result contains a computed value.
A canonical Task can be obtained via property or by implicit conversion:
HiveTask<int, double> hiveTask = sqrtQueue.AddRequest(256);
Task<double> task = hiveTask.Task; // Obtaining Task from property.
Task<double> theSameTask = hiveTask; // Obtaining Task by implicit conversion.
A Hive Task is awaitable:
HiveTask<string, bool> hiveTask = isPrimeQueue.AddRequest(1000000007);
bool isPrime = await hiveTask;
A handy extension method exists for safely awaiting. It suppresses exceptions and returns Result<TRequest, TResult>:
HiveTask<int, double> hiveTask = sqrtQueue.AddRequest(-16); // Unsupported square root of negative number.
Result<int, double> result = await hiveTask.AsyncResult();
// A result can be in one of the three states: a result value, an error occured or being in the cancelled state.
// The code below matches the result and prints: "Error: Cannot calculate sqrt of the negative value.".
result.Match(
onValue: value => Console.WriteLine($"Result: {value}"),
onError: error => Console.WriteLine($"Error: {error.Message}"),
onCancelled: () => Console.WriteLine($"Cancelled")
);
There is one more handy extension method exists that allows to safely await all Hive Tasks in a Hive Queue:
await isPrimeQueue.WhenAll(); // After this line all IsPrimeNumber computations are completed.
Cancelling computations
Pending or running computations can be cancelled.
Cancellation is guranteed when a Hive Task is in the pending state. For a running computation cancellation time depends on how the computation delegate supports cooperative cancellation. If a delegate doesn't support cancellation at all then a running computation will be cancelled only after the delegate execution completes or an error occures.
HiveTask<int, double> hiveTask = sqrtQueue.AddRequest(64);
hiveTask.Cancel();
try
{
await hiveTask; // Awaits for cancellation.
}
catch (TaskCanceledException) {}
Debug.Assert(hiveTask.State == HiveTaskState.Cancelled); // Now the task is in "cancelled" state.
Error handling
If an exception occures during a computation the corresponding Hive Task will go to the error state.
HiveTask<int, double> hiveTask = sqrtQueue.AddRequest(-16); // Requesting unsupported square root computation of the negative number.
try
{
await hiveTask; // Awaits for fail.
}
catch (Exception ex)
{
Console.WriteLine(ex.Message); // Prints "Cannot calculate sqrt of the negative value.".
}
Debug.Assert(hiveTask.State == HiveTaskState.Error); // Now the task is in an error state.
Observing results
Hive Queues are observables notifying about results of finished computations.
using System.Reactive.Linq;
// Subscribes for results of finished computations.
using var subscription = isPrimeQueue.Subscribe(
onNext: Console.WriteLine,
onError: _ => Console.WriteLine($"{nameof(isPrimeQueue)} completed.")
);
isPrimeQueue.AddRequest(5779);
isPrimeQueue.AddRequest(5781);
isPrimeQueue.AddRequest(5783);
Accumulating results in Result Bags
A Result Bag is a collection created for a Hive Queue and automatically filled with results of finished computations.
It supports enumeration and has methods for taking out results:
- TryTake - tries to get a result without waiting and returns a flag meaning if a result is found.
- TryTakeOrWait - tries to get a result and returns immediately if a result exists or waits for some time/infinitely for a new result. Returns a flag meaning if a result is found.
When a Result Bag is no longer needed it must be disposed to prevent further filling with new results.
// Creating a result bag.
using IHiveResultBag<int, double> resultBag = sqrtQueue.CreateResultBag();
// Requesting some computations.
_ = sqrtQueue.AddRequest(121);
_ = sqrtQueue.AddRequest(144);
_ = sqrtQueue.AddRequest(256);
await sqrtQueue.WhenAll(); // Awaits for all computations to complete.
// Taking and displaying all items from the result bag.
while (resultBag.TryTake(out var result))
{
Console.WriteLine($"Sqrt of {result.Request}: State={result.State}, Value={result.Value}, Error={result.Error?.Message}");
}
It prints these lines:
Sqrt of 144: State=Success, Value=12, Error=
Sqrt of 256: State=Success, Value=16, Error=
Sqrt of 121: State=Success, Value=11, Error=
Another example of taking out with waiting:
// Requests some additional computations.
_ = sqrtQueue.AddRequest(289);
_ = sqrtQueue.AddRequest(-625);
// Waiting for each next result up to 5000ms and displaying it.
while (resultBag.TryTakeOrWait(5000, out var result))
{
Console.WriteLine($"Sqrt of {result.Request}: State={result.State}, Value={result.Value}, Error={result.Error?.Message}");
}
It prints these lines:
Sqrt of 289: State=Success, Value=17, Error=
Sqrt of -625: State=Error, Value=0, Error=Cannot calculate sqrt of the negative value.
Disposing a Hive
When a Hive is no longer needed it must be disposed.
On disposal all running computations receive cancellation. Idle threads are stopped immediately but busy threads continue running until their currently run computations get cancelled or complete/fail.
var hive1 = new HiveBuilder().Build();
hive1.Dispose(); // Returns without blocking. The Hive's busy threads finish at some moment in future.
var hive2 = new HiveBuilder().Build();
await hive2.DisposeAsync(); // Awaits all threads to finish.
Functions used in examples
/// <summary>
/// A sync function determining if a number is prime.
/// The implementation is inefficient but good as an example of a long running function.
/// </summary>
public static bool IsPrimeNumber(long number, CancellationToken cancellationToken)
{
Thread.Sleep(100); // Additionally simulates some work.
cancellationToken.ThrowIfCancellationRequested();
if (number < 0)
throw new Exception("The number must be greater than or equal to zero.");
if (number == 2)
return true;
if (number == 0 || number == 1 || number % 2 == 0)
return false;
var divisor = 3;
while (divisor <= number / 2)
{
cancellationToken.ThrowIfCancellationRequested();
if (number % divisor++++ == 0)
return false;
}
return true;
}
/// <summary>
/// An async function computing square root of an integer number.
/// </summary>
public static async Task<double> SqrtAsync(int value, CancellationToken cancellationToken)
{
// Simulates long work for 1 second.
for (var i = 0; i < 10; i++)
{
await Task.Delay(100);
cancellationToken.ThrowIfCancellationRequested();
}
if (value < 0)
throw new Exception("Cannot calculate sqrt of the negative value.");
var result = Math.Sqrt(value);
return result;
}