Jono Jono - 1 year ago 109
C# Question

Group by optimisation in C# on pre-sorted input

Is there any built-in LINQ operator (or .NET Framework logic) that will let me take advantage of the knowledge that the input is pre-sorted by key when performing a grouping over an IEnumerable data source? The implementation would effectively allow it to bypass the buffering/sorting phase of grouping.

IEnumerable<Item> largeDataSet = ... // pre-sorted data

foreach (var grouping in largeDataSet.GroupBy(x => x.PreSorted))
// this should be able to give me the first grouping
// containing the first element in largeDataSet
// almost immediately

Answer Source

It's not "built-in", but Microsoft provide a handy extension method for grouping by contiguous keys.

How to: Group Results by Contiguous Keys

For posterity, here's a verbatim copy of the implementation they provide:

public static class MyExtensions
    public static IEnumerable<IGrouping<TKey, TSource>> ChunkBy<TSource, TKey>(this IEnumerable<TSource> source, Func<TSource, TKey> keySelector)
        return source.ChunkBy(keySelector, EqualityComparer<TKey>.Default);

    public static IEnumerable<IGrouping<TKey, TSource>> ChunkBy<TSource, TKey>(this IEnumerable<TSource> source, Func<TSource, TKey> keySelector, IEqualityComparer<TKey> comparer)
        // Flag to signal end of source sequence.
        const bool noMoreSourceElements = true;

        // Auto-generated iterator for the source array.       
        var enumerator = source.GetEnumerator();

        // Move to the first element in the source sequence.
        if (!enumerator.MoveNext()) yield break;

        // Iterate through source sequence and create a copy of each Chunk.
        // On each pass, the iterator advances to the first element of the next "Chunk"
        // in the source sequence. This loop corresponds to the outer foreach loop that
        // executes the query.
        Chunk<TKey, TSource> current = null;
        while (true)
            // Get the key for the current Chunk. The source iterator will churn through
            // the source sequence until it finds an element with a key that doesn't match.
            var key = keySelector(enumerator.Current);

            // Make a new Chunk (group) object that initially has one GroupItem, which is a copy of the current source element.
            current = new Chunk<TKey, TSource>(key, enumerator, value => comparer.Equals(key, keySelector(value)));

            // Return the Chunk. A Chunk is an IGrouping<TKey,TSource>, which is the return value of the ChunkBy method.
            // At this point the Chunk only has the first element in its source sequence. The remaining elements will be
            // returned only when the client code foreach's over this chunk. See Chunk.GetEnumerator for more info.
            yield return current;

            // Check to see whether (a) the chunk has made a copy of all its source elements or 
            // (b) the iterator has reached the end of the source sequence. If the caller uses an inner
            // foreach loop to iterate the chunk items, and that loop ran to completion,
            // then the Chunk.GetEnumerator method will already have made
            // copies of all chunk items before we get here. If the Chunk.GetEnumerator loop did not
            // enumerate all elements in the chunk, we need to do it here to avoid corrupting the iterator
            // for clients that may be calling us on a separate thread.
            if (current.CopyAllChunkElements() == noMoreSourceElements)
                yield break;

    // A Chunk is a contiguous group of one or more source elements that have the same key. A Chunk 
    // has a key and a list of ChunkItem objects, which are copies of the elements in the source sequence.
    class Chunk<TKey, TSource> : IGrouping<TKey, TSource>
        // INVARIANT: DoneCopyingChunk == true || 
        //   (predicate != null && predicate(enumerator.Current) && current.Value == enumerator.Current)

        // A Chunk has a linked list of ChunkItems, which represent the elements in the current chunk. Each ChunkItem
        // has a reference to the next ChunkItem in the list.
        class ChunkItem
            public ChunkItem(TSource value)
                Value = value;
            public readonly TSource Value;
            public ChunkItem Next = null;
        // The value that is used to determine matching elements
        private readonly TKey key;

        // Stores a reference to the enumerator for the source sequence
        private IEnumerator<TSource> enumerator;

        // A reference to the predicate that is used to compare keys.
        private Func<TSource, bool> predicate;

        // Stores the contents of the first source element that
        // belongs with this chunk.
        private readonly ChunkItem head;

        // End of the list. It is repositioned each time a new
        // ChunkItem is added.
        private ChunkItem tail;

        // Flag to indicate the source iterator has reached the end of the source sequence.
        internal bool isLastSourceElement = false;

        // Private object for thread syncronization
        private object m_Lock;

        // REQUIRES: enumerator != null && predicate != null
        public Chunk(TKey key, IEnumerator<TSource> enumerator, Func<TSource, bool> predicate)
            this.key = key;
            this.enumerator = enumerator;
            this.predicate = predicate;

            // A Chunk always contains at least one element.
            head = new ChunkItem(enumerator.Current);

            // The end and beginning are the same until the list contains > 1 elements.
            tail = head;

            m_Lock = new object();

        // Indicates that all chunk elements have been copied to the list of ChunkItems, 
        // and the source enumerator is either at the end, or else on an element with a new key.
        // the tail of the linked list is set to null in the CopyNextChunkElement method if the
        // key of the next element does not match the current chunk's key, or there are no more elements in the source.
        private bool DoneCopyingChunk { get { return tail == null; } }

        // Adds one ChunkItem to the current group
        // REQUIRES: !DoneCopyingChunk && lock(this)
        private void CopyNextChunkElement()
            // Try to advance the iterator on the source sequence.
            // If MoveNext returns false we are at the end, and isLastSourceElement is set to true
            isLastSourceElement = !enumerator.MoveNext();

            // If we are (a) at the end of the source, or (b) at the end of the current chunk
            // then null out the enumerator and predicate for reuse with the next chunk.
            if (isLastSourceElement || !predicate(enumerator.Current))
                enumerator = null;
                predicate = null;
                tail.Next = new ChunkItem(enumerator.Current);

            // tail will be null if we are at the end of the chunk elements
            // This check is made in DoneCopyingChunk.
            tail = tail.Next;

        // Called after the end of the last chunk was reached. It first checks whether
        // there are more elements in the source sequence. If there are, it 
        // Returns true if enumerator for this chunk was exhausted.
        internal bool CopyAllChunkElements()
            while (true)
                lock (m_Lock)
                    if (DoneCopyingChunk)
                        // If isLastSourceElement is false,
                        // it signals to the outer iterator
                        // to continue iterating.
                        return isLastSourceElement;

        public TKey Key { get { return key; } }

        // Invoked by the inner foreach loop. This method stays just one step ahead
        // of the client requests. It adds the next element of the chunk only after
        // the clients requests the last element in the list so far.
        public IEnumerator<TSource> GetEnumerator()
            //Specify the initial element to enumerate.
            ChunkItem current = head;

            // There should always be at least one ChunkItem in a Chunk.
            while (current != null)
                // Yield the current item in the list.
                yield return current.Value;

                // Copy the next item from the source sequence, 
                // if we are at the end of our local list.
                lock (m_Lock)
                    if (current == tail)

                // Move to the next ChunkItem in the list.
                current = current.Next;

        System.Collections.IEnumerator System.Collections.IEnumerable.GetEnumerator()
            return GetEnumerator();

which can be used as follows:

mySourceEnumerable.ChunkBy(item => item.SomeKeyProperty)
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