Partitioner<TSource> Class
Represents a particular manner of splitting a data source into multiple partitions.
System.Collections.Concurrent.Partitioner<TSource>
System.Collections.Concurrent.OrderablePartitioner<TSource>
Assembly: mscorlib (in mscorlib.dll)
The Partitioner<TSource> type exposes the following members.
| Name | Description | |
|---|---|---|
![]() | SupportsDynamicPartitions | Gets whether additional partitions can be created dynamically. |
| Name | Description | |
|---|---|---|
![]() | Equals(Object) | Determines whether the specified Object is equal to the current Object. (Inherited from Object.) |
![]() | Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.) |
![]() | GetDynamicPartitions | Creates an object that can partition the underlying collection into a variable number of partitions. |
![]() | GetHashCode | Serves as a hash function for a particular type. (Inherited from Object.) |
![]() | GetPartitions | Partitions the underlying collection into the given number of partitions. |
![]() | GetType | Gets the Type of the current instance. (Inherited from Object.) |
![]() | MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object.) |
![]() | ToString | Returns a string that represents the current object. (Inherited from Object.) |
| Name | Description | |
|---|---|---|
![]() | AsParallel<TSource> | Enables parallelization of a query, as sourced by a custom partitioner that is responsible for splitting the input sequence into partitions. (Defined by ParallelEnumerable.) |
For more information, see Custom Partitioners for PLINQ and TPL.
Note |
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The HostProtectionAttribute attribute applied to this type or member has the following Resources property value: Synchronization | ExternalThreading. The HostProtectionAttribute does not affect desktop applications (which are typically started by double-clicking an icon, typing a command, or entering a URL in a browser). For more information, see the HostProtectionAttribute class or SQL Server Programming and Host Protection Attributes. |
The following example shows how to implement a partitioner that returns a single element at a time:
using System; using System.Collections; using System.Collections.Generic; using System.Collections.Concurrent; using System.Threading; using System.Threading.Tasks; namespace PartitionerDemo { // Simple partitioner that will extract one item at a time, in a thread-safe fashion, // from the underlying collection. class SingleElementPartitioner<T> : Partitioner<T> { // The collection being wrapped by this Partitioner IEnumerable<T> m_referenceEnumerable; // Internal class that serves as a shared enumerable for the // underlying collection. private class InternalEnumerable : IEnumerable<T>, IDisposable { IEnumerator<T> m_reader; bool m_disposed = false; // These two are used to implement Dispose() when static partitioning is being performed int m_activeEnumerators; bool m_downcountEnumerators; // "downcountEnumerators" will be true for static partitioning, false for // dynamic partitioning. public InternalEnumerable(IEnumerator<T> reader, bool downcountEnumerators) { m_reader = reader; m_activeEnumerators = 0; m_downcountEnumerators = downcountEnumerators; } public IEnumerator<T> GetEnumerator() { if (m_disposed) throw new ObjectDisposedException("InternalEnumerable: Can't call GetEnumerator() after disposing"); // For static partitioning, keep track of the number of active enumerators. if (m_downcountEnumerators) Interlocked.Increment(ref m_activeEnumerators); return new InternalEnumerator(m_reader, this); } IEnumerator IEnumerable.GetEnumerator() { return ((IEnumerable<T>)this).GetEnumerator(); } public void Dispose() { if (!m_disposed) { // Only dispose the source enumerator if you are doing dynamic partitioning if (!m_downcountEnumerators) { m_reader.Dispose(); } m_disposed = true; } } // Called from Dispose() method of spawned InternalEnumerator. During // static partitioning, the source enumerator will be automatically // disposed once all requested InternalEnumerators have been disposed. public void DisposeEnumerator() { if (m_downcountEnumerators) { if (Interlocked.Decrement(ref m_activeEnumerators) == 0) { m_reader.Dispose(); } } } } // Internal class that serves as a shared enumerator for // the underlying collection. private class InternalEnumerator : IEnumerator<T> { T m_current; IEnumerator<T> m_source; InternalEnumerable m_controllingEnumerable; bool m_disposed = false; public InternalEnumerator(IEnumerator<T> source, InternalEnumerable controllingEnumerable) { m_source = source; m_current = default(T); m_controllingEnumerable = controllingEnumerable; } object IEnumerator.Current { get { return m_current; } } T IEnumerator<T>.Current { get { return m_current; } } void IEnumerator.Reset() { throw new NotSupportedException("Reset() not supported"); } // This method is the crux of this class. Under lock, it calls // MoveNext() on the underlying enumerator and grabs Current. bool IEnumerator.MoveNext() { bool rval = false; lock (m_source) { rval = m_source.MoveNext(); m_current = rval ? m_source.Current : default(T); } return rval; } void IDisposable.Dispose() { if (!m_disposed) { // Delegate to parent enumerable's DisposeEnumerator() method m_controllingEnumerable.DisposeEnumerator(); m_disposed = true; } } } // Constructor just grabs the collection to wrap public SingleElementPartitioner(IEnumerable<T> enumerable) { // Verify that the source IEnumerable is not null if (enumerable == null) throw new ArgumentNullException("enumerable"); m_referenceEnumerable = enumerable; } // Produces a list of "numPartitions" IEnumerators that can each be // used to traverse the underlying collection in a thread-safe manner. // This will return a static number of enumerators, as opposed to // GetDynamicPartitions(), the result of which can be used to produce // any number of enumerators. public override IList<IEnumerator<T>> GetPartitions(int numPartitions) { if (numPartitions < 1) throw new ArgumentOutOfRangeException("NumPartitions"); List<IEnumerator<T>> list = new List<IEnumerator<T>>(numPartitions); // Since we are doing static partitioning, create an InternalEnumerable with reference // counting of spawned InternalEnumerators turned on. Once all of the spawned enumerators // are disposed, dynamicPartitions will be disposed. var dynamicPartitions = new InternalEnumerable(m_referenceEnumerable.GetEnumerator(), true); for (int i = 0; i < numPartitions; i++) list.Add(dynamicPartitions.GetEnumerator()); return list; } // Returns an instance of our internal Enumerable class. GetEnumerator() // can then be called on that (multiple times) to produce shared enumerators. public override IEnumerable<T> GetDynamicPartitions() { // Since we are doing dynamic partitioning, create an InternalEnumerable with reference // counting of spawned InternalEnumerators turned off. This returned InternalEnumerable // will need to be explicitly disposed. return new InternalEnumerable(m_referenceEnumerable.GetEnumerator(), false); } // Must be set to true if GetDynamicPartitions() is supported. public override bool SupportsDynamicPartitions { get { return true; } } } class Program { // Test our SingleElementPartitioner(T) class static void Main() { // Our sample collection string[] collection = new string[] {"red", "orange", "yellow", "green", "blue", "indigo", "violet", "black", "white", "grey"}; // Instantiate a partitioner for our collection SingleElementPartitioner<string> myPart = new SingleElementPartitioner<string>(collection); // // Simple test with ForEach // Console.WriteLine("Testing with Parallel.ForEach"); Parallel.ForEach(myPart, item => { Console.WriteLine(" item = {0}, thread id = {1}", item, Thread.CurrentThread.ManagedThreadId); }); // // // Demonstrate the use of static partitioning, which really means // "using a static number of partitioners". The partitioners themselves // may still be "dynamic" in the sense that their outputs may not be // deterministic. // // // Perform static partitioning of collection var staticPartitions = myPart.GetPartitions(2); int index = 0; Console.WriteLine("Static Partitioning, 2 partitions, 2 tasks:"); // Action will consume from static partitions Action staticAction = () => { int myIndex = Interlocked.Increment(ref index) - 1; // compute your index var myItems = staticPartitions[myIndex]; // grab your static partition int id = Thread.CurrentThread.ManagedThreadId; // cache your thread id // Enumerate through your static partition while (myItems.MoveNext()) { Thread.Sleep(50); // guarantees that multiple threads have a chance to run Console.WriteLine(" item = {0}, thread id = {1}", myItems.Current, Thread.CurrentThread.ManagedThreadId); } myItems.Dispose(); }; // Spawn off 2 actions to consume 2 static partitions Parallel.Invoke(staticAction, staticAction); // // // Demonstrate the use of dynamic partitioning // // // Grab an IEnumerable which can then be used to generate multiple // shared IEnumerables. var dynamicPartitions = myPart.GetDynamicPartitions(); Console.WriteLine("Dynamic Partitioning, 3 tasks:"); // Action will consume from dynamic partitions Action dynamicAction = () => { // Grab an enumerator from the dynamic partitions var enumerator = dynamicPartitions.GetEnumerator(); int id = Thread.CurrentThread.ManagedThreadId; // cache our thread id // Enumerate through your dynamic enumerator while (enumerator.MoveNext()) { Thread.Sleep(50); // guarantees that multiple threads will have a chance to run Console.WriteLine(" item = {0}, thread id = {1}", enumerator.Current, id); } enumerator.Dispose(); }; // Spawn 3 concurrent actions to consume the dynamic partitions Parallel.Invoke(dynamicAction, dynamicAction, dynamicAction); // Clean up if (dynamicPartitions is IDisposable) ((IDisposable)dynamicPartitions).Dispose(); } } }
Windows 7, Windows Vista SP1 or later, Windows XP SP3, Windows Server 2008 (Server Core not supported), Windows Server 2008 R2 (Server Core supported with SP1 or later), Windows Server 2003 SP2
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