मुझे एक साधारण लाल-काले पेड़ कार्यान्वयन कहां मिल सकता है?

Question

नेट पर विशेष रूप से सीखने के लिए नेट पर लाल-काले पेड़ कार्यान्वयन को ढूंढना आसान नहीं है।

मुझे सरल लाल-काले पेड़ कार्यान्वयन (सी # पसंदीदा) कहां मिल सकता है?

Answer 1

जेनेरिक लाल-काले पेड़ डिफ़ॉल्ट रूप से "सरल" नहीं होते हैं।
लेकिन यदि आप उन पर एक छोटा प्रतिबंध डालते हैं और उन्हें "left-leaning" बनाते हैं, तो वे सरल हो जाते हैं। at this MSDN blog post पर एक नज़र डालें।

मैंने प्रतिलिपि चिपकाया (मामूली परिवर्तनों के साथ) उस पोस्ट यहां से कोड (सी # में):

using System; 
using System.Collections.Generic; 
using System.Diagnostics; 

/// <summary>Implements a left-leaning red-black tree.</summary> 
/// <remarks> 
/// Based on the research paper "Left-leaning Red-Black Trees" 
/// by Robert Sedgewick. More information available at: 
/// http://www.cs.princeton.edu/~rs/talks/LLRB/RedBlack.pdf 
/// http://www.cs.princeton.edu/~rs/talks/LLRB/08Penn.pdf 
/// </remarks> 
/// <typeparam name="TKey">Type of keys.</typeparam> 
/// <typeparam name="TValue">Type of values.</typeparam> 
public class LeftLeaningRedBlackTree<TKey, TValue> 
{ 
    /// <summary>Stores the key comparison function.</summary> 
    private Comparison<TKey> _keyComparison; 

    /// <summary>Stores the value comparison function.</summary> 
    private Comparison<TValue> _valueComparison; 

    /// <summary>Stores the root node of the tree.</summary> 
    private Node _rootNode; 

    /// <summary>Represents a node of the tree.</summary> 
    /// <remarks>Using fields instead of properties drops execution time by about 40%.</remarks> 
    [DebuggerDisplay("Key={Key}, Value={Value}, Siblings={Siblings}")] 
    private class Node 
    { 
     /// <summary>Gets or sets the node's key.</summary> 
     public TKey Key; 

     /// <summary>Gets or sets the node's value.</summary> 
     public TValue Value; 

     /// <summary>Gets or sets the left node.</summary> 
     public Node Left; 

     /// <summary>Gets or sets the right node.</summary> 
     public Node Right; 

     /// <summary>Gets or sets the color of the node.</summary> 
     public bool IsBlack; 

     /// <summary>Gets or sets the number of "siblings" (nodes with the same key/value).</summary> 
     public int Siblings; 
    } 

    /// <summary>Initializes a new instance of the LeftLeaningRedBlackTree class implementing a normal dictionary.</summary> 
    /// <param name="keyComparison">The key comparison function.</param> 
    public LeftLeaningRedBlackTree(Comparison<TKey> keyComparison) 
    { 
     if (null == keyComparison) 
     { 
      throw new ArgumentNullException("keyComparison"); 
     } 
     _keyComparison = keyComparison; 
    } 

    /// <summary>Initializes a new instance of the LeftLeaningRedBlackTree class implementing an ordered multi-dictionary.</summary> 
    /// <param name="keyComparison">The key comparison function.</param> 
    /// <param name="valueComparison">The value comparison function.</param> 
    public LeftLeaningRedBlackTree(Comparison<TKey> keyComparison, Comparison<TValue> valueComparison) 
     : this(keyComparison) 
    { 
     if (null == valueComparison) 
     { 
      throw new ArgumentNullException("valueComparison"); 
     } 
     _valueComparison = valueComparison; 
    } 

    /// <summary>Gets a value indicating whether the tree is acting as an ordered multi-dictionary.</summary> 
    private bool IsMultiDictionary 
    { 
     get { return null != _valueComparison; } 
    } 

    /// <summary>Adds a key/value pair to the tree.</summary> 
    /// <param name="key">Key to add.</param> 
    /// <param name="value">Value to add.</param> 
    public void Add(TKey key, TValue value) 
    { 
     _rootNode = Add(_rootNode, key, value); 
     _rootNode.IsBlack = true; 
     AssertInvariants(); 
    } 

    /// <summary>Removes a key (and its associated value) from a normal (non-multi) dictionary.</summary> 
    /// <param name="key">Key to remove.</param> 
    /// <returns>True if key present and removed.</returns> 
    public bool Remove(TKey key) 
    { 
     if (IsMultiDictionary) 
     { 
      throw new InvalidOperationException("Remove is only supported when acting as a normal (non-multi) dictionary."); 
     } 
     return Remove(key, default(TValue)); 
    } 

    /// <summary>Removes a key/value pair from the tree.</summary> 
    /// <param name="key">Key to remove.</param> 
    /// <param name="value">Value to remove.</param> 
    /// <returns>True if key/value present and removed.</returns> 
    public bool Remove(TKey key, TValue value) 
    { 
     int initialCount = Count; 
     if (null != _rootNode) 
     { 
      _rootNode = Remove(_rootNode, key, value); 
      if (null != _rootNode) 
      { 
       _rootNode.IsBlack = true; 
      } 
     } 
     AssertInvariants(); 
     return initialCount != Count; 
    } 

    /// <summary>Removes all nodes in the tree.</summary> 
    public void Clear() 
    { 
     _rootNode = null; 
     Count = 0; 
     AssertInvariants(); 
    } 

    /// <summary>Gets a sorted list of keys in the tree.</summary> 
    /// <returns>Sorted list of keys.</returns> 
    public IEnumerable<TKey> GetKeys() 
    { 
     TKey lastKey = default(TKey); 
     bool lastKeyValid = false; 
     return Traverse(
      _rootNode, 
      n => !lastKeyValid || !object.Equals(lastKey, n.Key), 
      n => 
      { 
       lastKey = n.Key; 
       lastKeyValid = true; 
       return lastKey; 
      }); 
    } 

    /// <summary>Gets the value associated with the specified key in a normal (non-multi) dictionary.</summary> 
    /// <param name="key">Specified key.</param> 
    /// <returns>Value associated with the specified key.</returns> 
    public TValue GetValueForKey(TKey key) 
    { 
     if (IsMultiDictionary) 
     { 
      throw new InvalidOperationException("GetValueForKey is only supported when acting as a normal (non-multi) dictionary."); 
     } 
     Node node = GetNodeForKey(key); 
     if (null != node) 
     { 
      return node.Value; 
     } 
     else 
     { 
      throw new KeyNotFoundException(); 
     } 
    } 

    /// <summary>Gets a sequence of the values associated with the specified key.</summary> 
    /// <param name="key">Specified key.</param> 
    /// <returns>Sequence of values.</returns> 
    public IEnumerable<TValue> GetValuesForKey(TKey key) 
    { 
     return Traverse(GetNodeForKey(key), n => 0 == _keyComparison(n.Key, key), n => n.Value); 
    } 

    /// <summary>Gets a sequence of all the values in the tree.</summary> 
    /// <returns>Sequence of all values.</returns> 
    public IEnumerable<TValue> GetValuesForAllKeys() 
    { 
     return Traverse(_rootNode, n => true, n => n.Value); 
    } 

    /// <summary>Gets the count of key/value pairs in the tree.</summary> 
    public int Count { get; private set; } 

    /// <summary>Gets the minimum key in the tree.</summary> 
    public TKey MinimumKey 
    { 
     get { return GetExtreme(_rootNode, n => n.Left, n => n.Key); } 
    } 

    /// <summary>Gets the maximum key in the tree.</summary> 
    public TKey MaximumKey 
    { 
     get { return GetExtreme(_rootNode, n => n.Right, n => n.Key); } 
    } 

    /// <summary>Returns true if the specified node is red.</summary> 
    /// <param name="node">Specified node.</param> 
    /// <returns>True if specified node is red.</returns> 
    private static bool IsRed(Node node) 
    { 
     if (null == node) 
     { 
      // "Virtual" leaf nodes are always black 
      return false; 
     } 
     return !node.IsBlack; 
    } 

    /// <summary>Adds the specified key/value pair below the specified root node.</summary> 
    /// <param name="node">Specified node.</param> 
    /// <param name="key">Key to add.</param> 
    /// <param name="value">Value to add.</param> 
    /// <returns>New root node.</returns> 
    private Node Add(Node node, TKey key, TValue value) 
    { 
     if (null == node) 
     { 
      // Insert new node 
      Count++; 
      return new Node { Key = key, Value = value }; 
     } 

     if (IsRed(node.Left) && IsRed(node.Right)) 
     { 
      // Split node with two red children 
      FlipColor(node); 
     } 

     // Find right place for new node 
     int comparisonResult = KeyAndValueComparison(key, value, node.Key, node.Value); 
     if (comparisonResult < 0) 
     { 
      node.Left = Add(node.Left, key, value); 
     } 
     else if (0 < comparisonResult) 
     { 
      node.Right = Add(node.Right, key, value); 
     } 
     else 
     { 
      if (IsMultiDictionary) 
      { 
       // Store the presence of a "duplicate" node 
       node.Siblings++; 
       Count++; 
      } 
      else 
      { 
       // Replace the value of the existing node 
       node.Value = value; 
      } 
     } 

     if (IsRed(node.Right)) 
     { 
      // Rotate to prevent red node on right 
      node = RotateLeft(node); 
     } 

     if (IsRed(node.Left) && IsRed(node.Left.Left)) 
     { 
      // Rotate to prevent consecutive red nodes 
      node = RotateRight(node); 
     } 

     return node; 
    } 

    /// <summary>Removes the specified key/value pair from below the specified node.</summary> 
    /// <param name="node">Specified node.</param> 
    /// <param name="key">Key to remove.</param> 
    /// <param name="value">Value to remove.</param> 
    /// <returns>True if key/value present and removed.</returns> 
    private Node Remove(Node node, TKey key, TValue value) 
    { 
     int comparisonResult = KeyAndValueComparison(key, value, node.Key, node.Value); 
     if (comparisonResult < 0) 
     { 
      // * Continue search if left is present 
      if (null != node.Left) 
      { 
       if (!IsRed(node.Left) && !IsRed(node.Left.Left)) 
       { 
        // Move a red node over 
        node = MoveRedLeft(node); 
       } 

       // Remove from left 
       node.Left = Remove(node.Left, key, value); 
      } 
     } 
     else 
     { 
      if (IsRed(node.Left)) 
      { 
       // Flip a 3 node or unbalance a 4 node 
       node = RotateRight(node); 
      } 
      if ((0 == KeyAndValueComparison(key, value, node.Key, node.Value)) && (null == node.Right)) 
      { 
       // Remove leaf node 
       Debug.Assert(null == node.Left, "About to remove an extra node."); 
       Count--; 
       if (0 < node.Siblings) 
       { 
        // Record the removal of the "duplicate" node 
        Debug.Assert(IsMultiDictionary, "Should not have siblings if tree is not a multi-dictionary."); 
        node.Siblings--; 
        return node; 
       } 
       else 
       { 
        // Leaf node is gone 
        return null; 
       } 
      } 
      // * Continue search if right is present 
      if (null != node.Right) 
      { 
       if (!IsRed(node.Right) && !IsRed(node.Right.Left)) 
       { 
        // Move a red node over 
        node = MoveRedRight(node); 
       } 
       if (0 == KeyAndValueComparison(key, value, node.Key, node.Value)) 
       { 
        // Remove leaf node 
        Count--; 
        if (0 < node.Siblings) 
        { 
         // Record the removal of the "duplicate" node 
         Debug.Assert(IsMultiDictionary, "Should not have siblings if tree is not a multi-dictionary."); 
         node.Siblings--; 
        } 
        else 
        { 
         // Find the smallest node on the right, swap, and remove it 
         Node m = GetExtreme(node.Right, n => n.Left, n => n); 
         node.Key = m.Key; 
         node.Value = m.Value; 
         node.Siblings = m.Siblings; 
         node.Right = DeleteMinimum(node.Right); 
        } 
       } 
       else 
       { 
        // Remove from right 
        node.Right = Remove(node.Right, key, value); 
       } 
      } 
     } 

     // Maintain invariants 
     return FixUp(node); 
    } 

    /// <summary>Flip the colors of the specified node and its direct children.</summary> 
    /// <param name="node">Specified node.</param> 
    private static void FlipColor(Node node) 
    { 
     node.IsBlack = !node.IsBlack; 
     node.Left.IsBlack = !node.Left.IsBlack; 
     node.Right.IsBlack = !node.Right.IsBlack; 
    } 

    /// <summary>Rotate the specified node "left".</summary> 
    /// <param name="node">Specified node.</param> 
    /// <returns>New root node.</returns> 
    private static Node RotateLeft(Node node) 
    { 
     Node x = node.Right; 
     node.Right = x.Left; 
     x.Left = node; 
     x.IsBlack = node.IsBlack; 
     node.IsBlack = false; 
     return x; 
    } 

    /// <summary>Rotate the specified node "right".</summary> 
    /// <param name="node">Specified node.</param> 
    /// <returns>New root node.</returns> 
    private static Node RotateRight(Node node) 
    { 
     Node x = node.Left; 
     node.Left = x.Right; 
     x.Right = node; 
     x.IsBlack = node.IsBlack; 
     node.IsBlack = false; 
     return x; 
    } 

    /// <summary>Moves a red node from the right child to the left child.</summary> 
    /// <param name="node">Parent node.</param> 
    /// <returns>New root node.</returns> 
    private static Node MoveRedLeft(Node node) 
    { 
     FlipColor(node); 
     if (IsRed(node.Right.Left)) 
     { 
      node.Right = RotateRight(node.Right); 
      node = RotateLeft(node); 
      FlipColor(node); 

      // * Avoid creating right-leaning nodes 
      if (IsRed(node.Right.Right)) 
      { 
       node.Right = RotateLeft(node.Right); 
      } 
     } 
     return node; 
    } 

    /// <summary>Moves a red node from the left child to the right child.</summary> 
    /// <param name="node">Parent node.</param> 
    /// <returns>New root node.</returns> 
    private static Node MoveRedRight(Node node) 
    { 
     FlipColor(node); 
     if (IsRed(node.Left.Left)) 
     { 
      node = RotateRight(node); 
      FlipColor(node); 
     } 
     return node; 
    } 

    /// <summary>Deletes the minimum node under the specified node.</summary> 
    /// <param name="node">Specified node.</param> 
    /// <returns>New root node.</returns> 
    private Node DeleteMinimum(Node node) 
    { 
     if (null == node.Left) 
     { 
      // Nothing to do 
      return null; 
     } 

     if (!IsRed(node.Left) && !IsRed(node.Left.Left)) 
     { 
      // Move red node left 
      node = MoveRedLeft(node); 
     } 

     // Recursively delete 
     node.Left = DeleteMinimum(node.Left); 

     // Maintain invariants 
     return FixUp(node); 
    } 

    /// <summary>Maintains invariants by adjusting the specified nodes children.</summary> 
    /// <param name="node">Specified node.</param> 
    /// <returns>New root node.</returns> 
    private static Node FixUp(Node node) 
    { 
     if (IsRed(node.Right)) 
     { 
      // Avoid right-leaning node 
      node = RotateLeft(node); 
     } 

     if (IsRed(node.Left) && IsRed(node.Left.Left)) 
     { 
      // Balance 4-node 
      node = RotateRight(node); 
     } 

     if (IsRed(node.Left) && IsRed(node.Right)) 
     { 
      // Push red up 
      FlipColor(node); 
     } 

     // * Avoid leaving behind right-leaning nodes 
     if ((null != node.Left) && IsRed(node.Left.Right) && !IsRed(node.Left.Left)) 
     { 
      node.Left = RotateLeft(node.Left); 
      if (IsRed(node.Left)) 
      { 
       // Balance 4-node 
       node = RotateRight(node); 
      } 
     } 

     return node; 
    } 

    /// <summary>Gets the (first) node corresponding to the specified key.</summary> 
    /// <param name="key">Key to search for.</param> 
    /// <returns>Corresponding node or null if none found.</returns> 
    private Node GetNodeForKey(TKey key) 
    { 
     // Initialize 
     Node node = _rootNode; 
     while (null != node) 
     { 
      // Compare keys and go left/right 
      int comparisonResult = _keyComparison(key, node.Key); 
      if (comparisonResult < 0) 
      { 
       node = node.Left; 
      } 
      else if (0 < comparisonResult) 
      { 
       node = node.Right; 
      } 
      else 
      { 
       // Match; return node 
       return node; 
      } 
     } 

     // No match found 
     return null; 
    } 

    /// <summary>Gets an extreme (ex: minimum/maximum) value.</summary> 
    /// <typeparam name="T">Type of value.</typeparam> 
    /// <param name="node">Node to start from.</param> 
    /// <param name="successor">Successor function.</param> 
    /// <param name="selector">Selector function.</param> 
    /// <returns>Extreme value.</returns> 
    private static T GetExtreme<T>(Node node, Func<Node, Node> successor, Func<Node, T> selector) 
    { 
     // Initialize 
     T extreme = default(T); 
     Node current = node; 
     while (null != current) 
     { 
      // Go to extreme 
      extreme = selector(current); 
      current = successor(current); 
     } 
     return extreme; 
    } 

    /// <summary>Traverses a subset of the sequence of nodes in order and selects the specified nodes.</summary> 
    /// <typeparam name="T">Type of elements.</typeparam> 
    /// <param name="node">Starting node.</param> 
    /// <param name="condition">Condition method.</param> 
    /// <param name="selector">Selector method.</param> 
    /// <returns>Sequence of selected nodes.</returns> 
    private IEnumerable<T> Traverse<T>(Node node, Func<Node, bool> condition, Func<Node, T> selector) 
    { 
     // Create a stack to avoid recursion 
     Stack<Node> stack = new Stack<Node>(); 
     Node current = node; 
     while (null != current) 
     { 
      if (null != current.Left) 
      { 
       // Save current state and go left 
       stack.Push(current); 
       current = current.Left; 
      } 
      else 
      { 
       do 
       { 
        for (int i = 0; i <= current.Siblings; i++) 
        { 
         // Select current node if relevant 
         if (condition(current)) 
         { 
          yield return selector(current); 
         } 
        } 
        // Go right - or up if nothing to the right 
        current = current.Right; 
       } 
       while ((null == current) && 
         (0 < stack.Count) && 
         (null != (current = stack.Pop()))); 
      } 
     } 
    } 

    /// <summary>Compares the specified keys (primary) and values (secondary).</summary> 
    /// <param name="leftKey">The left key.</param> 
    /// <param name="leftValue">The left value.</param> 
    /// <param name="rightKey">The right key.</param> 
    /// <param name="rightValue">The right value.</param> 
    /// <returns>CompareTo-style results: -1 if left is less, 0 if equal, and 1 if greater than right.</returns> 
    private int KeyAndValueComparison(TKey leftKey, TValue leftValue, TKey rightKey, TValue rightValue) 
    { 
     // Compare keys 
     int comparisonResult = _keyComparison(leftKey, rightKey); 
     if ((0 == comparisonResult) && (null != _valueComparison)) 
     { 
      // Keys match; compare values 
      comparisonResult = _valueComparison(leftValue, rightValue); 
     } 
     return comparisonResult; 
    } 

    /// <summary>Asserts that tree invariants are not violated.</summary> 
    [Conditional("Debug")] 
    private void AssertInvariants() 
    { 
     // Root is black 
     Debug.Assert((null == _rootNode) || _rootNode.IsBlack, "Root is not black"); 
     // Every path contains the same number of black nodes 
     Dictionary<Node, Node> parents = new Dictionary<LeftLeaningRedBlackTree<TKey, TValue>.Node, LeftLeaningRedBlackTree<TKey, TValue>.Node>(); 
     foreach (Node node in Traverse(_rootNode, n => true, n => n)) 
     { 
      if (null != node.Left) 
      { 
       parents[node.Left] = node; 
      } 
      if (null != node.Right) 
      { 
       parents[node.Right] = node; 
      } 
     } 
     if (null != _rootNode) 
     { 
      parents[_rootNode] = null; 
     } 
     int treeCount = -1; 
     foreach (Node node in Traverse(_rootNode, n => (null == n.Left) || (null == n.Right), n => n)) 
     { 
      int pathCount = 0; 
      Node current = node; 
      while (null != current) 
      { 
       if (current.IsBlack) 
       { 
        pathCount++; 
       } 
       current = parents[current]; 
      } 
      Debug.Assert((-1 == treeCount) || (pathCount == treeCount), "Not all paths have the same number of black nodes."); 
      treeCount = pathCount; 
     } 
     // Verify node properties... 
     foreach (Node node in Traverse(_rootNode, n => true, n => n)) 
     { 
      // Left node is less 
      if (null != node.Left) 
      { 
       Debug.Assert(0 > KeyAndValueComparison(node.Left.Key, node.Left.Value, node.Key, node.Value), "Left node is greater than its parent."); 
      } 
      // Right node is greater 
      if (null != node.Right) 
      { 
       Debug.Assert(0 < KeyAndValueComparison(node.Right.Key, node.Right.Value, node.Key, node.Value), "Right node is less than its parent."); 
      } 
      // Both children of a red node are black 
      Debug.Assert(!IsRed(node) || (!IsRed(node.Left) && !IsRed(node.Right)), "Red node has a red child."); 
      // Always left-leaning 
      Debug.Assert(!IsRed(node.Right) || IsRed(node.Left), "Node is not left-leaning."); 
      // No consecutive reds (subset of previous rule) 
      //Debug.Assert(!(IsRed(node) && IsRed(node.Left))); 
     } 
    } 
} 

Answer 2

यह?

http://www.codeproject.com/Articles/8287/Red-Black-Trees-in-C