Use foreach to remove items in a BlockingCollection
In addition to taking items from a BlockingCollection<T> by using the Take and TryTake method, you can also use a foreach (For Each in Visual Basic) with the BlockingCollection<T>.GetConsumingEnumerable to remove items until adding is completed and the collection is empty. This is called a mutating enumeration or consuming enumeration because, unlike a typical foreach (For Each) loop, this enumerator modifies the source collection by removing items.
Example
The following example shows how to remove all the items in a BlockingCollection<T> by using a foreach (For Each) loop.
using System;
using System.Collections.Concurrent;
using System.Diagnostics;
using System.Threading;
using System.Threading.Tasks;
class Example
{
// Limit the collection size to 2000 items at any given time.
// Set itemsToProduce to > 500 to hit the limit.
const int UpperLimit = 1000;
// Adjust this number to see how it impacts the producing-consuming pattern.
const int ItemsToProduce = 100;
static readonly BlockingCollection<long> Collection =
new BlockingCollection<long>(UpperLimit);
// Variables for diagnostic output only.
static readonly Stopwatch Stopwatch = new Stopwatch();
static int TotalAdditions = 0;
static async Task Main()
{
Stopwatch.Start();
// Queue the consumer task.
var consumerTask = Task.Run(() => RunConsumer());
// Queue the producer tasks.
var produceTaskOne = Task.Run(() => RunProducer("A", 0));
var produceTaskTwo = Task.Run(() => RunProducer("B", ItemsToProduce));
var producerTasks = new[] { produceTaskOne , produceTaskTwo };
// Create a cleanup task that will call CompleteAdding after
// all producers are done adding items.
var cleanupTask = Task.Factory.ContinueWhenAll(producerTasks, _ => Collection.CompleteAdding());
// Wait for all tasks to complete
await Task.WhenAll(consumerTask, produceTaskOne, produceTaskTwo, cleanupTask);
// Keep the console window open while the
// consumer thread completes its output.
Console.WriteLine("Press any key to exit");
Console.ReadKey(true);
}
static void RunProducer(string id, int start)
{
var additions = 0;
for (var i = start; i < start + ItemsToProduce; i++)
{
// The data that is added to the collection.
var ticks = Stopwatch.ElapsedTicks;
// Display additions and subtractions.
Console.WriteLine($"{id} adding tick value {ticks}. item# {i}");
if (!Collection.IsAddingCompleted)
{
Collection.Add(ticks);
}
// Counter for demonstration purposes only.
additions++;
// Comment this line to speed up the producer threads.
Thread.SpinWait(100000);
}
Interlocked.Add(ref TotalAdditions, additions);
Console.WriteLine($"{id} is done adding: {additions} items");
}
static void RunConsumer()
{
// GetConsumingEnumerable returns the enumerator for the underlying collection.
var subtractions = 0;
foreach (var item in Collection.GetConsumingEnumerable())
{
Console.WriteLine(
$"Consuming tick value {item:D18} : item# {subtractions++} : current count = {Collection.Count}");
}
Console.WriteLine(
$"Total added: {TotalAdditions} Total consumed: {subtractions} Current count: {Collection.Count}");
Stopwatch.Stop();
}
}
Option Strict On
Option Explicit On
Imports System.Diagnostics
Imports System.Threading
Imports System.Threading.Tasks
Imports System.Collections.Concurrent
Module EnumerateBC
Class Program
' Limit the collection size to 2000 items
' at any given time. Set itemsToProduce to >500
' to hit the limit.
Const upperLimit As Integer = 1000
' Adjust this number to see how it impacts
' the producing-consuming pattern.
Const itemsToProduce As Integer = 100
Shared collection As BlockingCollection(Of Long) = New BlockingCollection(Of Long)(upperLimit)
' Variables for diagnostic output only.
Shared sw As New Stopwatch()
Shared totalAdditions As Integer = 0
' Counter for synchronizing producers.
Shared producersStillRunning As Integer = 2
Shared Sub Main()
' Start the stopwatch.
sw.Start()
' Queue the Producer threads.
Dim task1 = Task.Factory.StartNew(Sub() RunProducer("A", 0))
Dim task2 = Task.Factory.StartNew(Sub() RunProducer("B", itemsToProduce))
' Store in an array for use with ContinueWhenAll
Dim producers() As Task = {task1, task2}
' Create a cleanup task that will call CompleteAdding after
' all producers are done adding items.
Dim cleanup As Task = Task.Factory.ContinueWhenAll(producers, Sub(p) collection.CompleteAdding())
' Queue the Consumer thread. Put this call
' before Parallel.Invoke to begin consuming as soon as
' the producers add items.
Task.Factory.StartNew(Sub() RunConsumer())
' Keep the console window open while the
' consumer thread completes its output.
Console.ReadKey()
End Sub
Shared Sub RunProducer(ByVal ID As String, ByVal start As Integer)
Dim additions As Integer = 0
For i As Integer = start To start + itemsToProduce - 1
' The data that is added to the collection.
Dim ticks As Long = sw.ElapsedTicks
'Display additions and subtractions.
Console.WriteLine("{0} adding tick value {1}. item# {2}", ID, ticks, i)
' Don't try to add item after CompleteAdding
' has been called.
If collection.IsAddingCompleted = False Then
collection.Add(ticks)
End If
' Counter for demonstration purposes only.
additions = additions + 1
' Uncomment this line to
' slow down the producer threads without sleeping.
Thread.SpinWait(100000)
Next
Interlocked.Add(totalAdditions, additions)
Console.WriteLine("{0} is done adding: {1} items", ID, additions)
End Sub
Shared Sub RunConsumer()
' GetConsumingEnumerable returns the enumerator for the
' underlying collection.
Dim subtractions As Integer = 0
For Each item In collection.GetConsumingEnumerable
subtractions = subtractions + 1
Console.WriteLine("Consuming tick value {0} : item# {1} : current count = {2}",
item.ToString("D18"), subtractions, collection.Count)
Next
Console.WriteLine("Total added: {0} Total consumed: {1} Current count: {2} ",
totalAdditions, subtractions, collection.Count())
sw.Stop()
Console.WriteLine("Press any key to exit.")
End Sub
End Class
End Module
This example uses a foreach loop with the BlockingCollection<T>.GetConsumingEnumerable method in the consuming thread, which causes each item to be removed from the collection as it is enumerated. System.Collections.Concurrent.BlockingCollection<T> limits the maximum number of items that are in the collection at any time. Enumerating the collection in this way blocks the consumer thread if no items are available or if the collection is empty. In this example blocking is not a concern because the producer thread adds items faster than they can be consumed.
The BlockingCollection<T>.GetConsumingEnumerable returns an IEnumerable<T>, thus order cannot be guaranteed. However, internally a System.Collections.Concurrent.ConcurrentQueue<T> is used as the underlying collection type - which will dequeue objects following first-in-first-out (FIFO) ordering. If concurrent calls to BlockingCollection<T>.GetConsumingEnumerable are made, they will compete. One item consumed (dequeued) in one enumeration cannot be observed in the other.
To enumerate the collection without modifying it, just use foreach (For Each) without the GetConsumingEnumerable method. However, it is important to understand that this kind of enumeration represents a snapshot of the collection at a precise point in time. If other threads are adding or removing items concurrently while you are executing the loop, then the loop might not represent the actual state of the collection.
See also
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