1 | # An implementation of a treap data structure. (Generic) |
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2 | # |
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3 | # A treap is based upon a randomized binary Tree whose nodes have keys and |
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4 | # which also have priorities associated with them in a heap - hence the |
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5 | # name (tre)e h(eap). |
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6 | # |
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7 | # A Tree is a `heap' if each node has a priority such that the priority of |
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8 | # each child is greater than the priority of its parent (trees that are heaps |
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9 | # can also called "priority queues", and are the basis of a heap sort). |
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10 | # |
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11 | # The priorities are a means to randomize the Tree. Randomized trees are better |
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12 | # balanced (essentially meaning less depth) so that seach time is minimized. |
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13 | # |
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14 | # Treaps were first introduced by Seidel and Aragon in |
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15 | # R. Seidel and C. R. Aragon. Randomized Binary Search Trees. |
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16 | # Algorithmica, 16(4/5):464-497, 1996. |
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17 | # |
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18 | # Most methods run in O(log n) randomized time, where n is the number of keys in |
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19 | # the treap. The exceptions are clone() and toString() that run in time |
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20 | # proportional to the elementCount of their output. |
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21 | # |
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22 | # This code was was ultimately based upon the Java treap implementation by Stefan Nilsson |
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23 | # published in Dr. Dobb's Journal, pp. 40-44, Vol. 267, July 1997 |
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24 | |
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25 | # Translated to Cobra and genericised by Mike Hopkirk Oct-2010 from the C# implementation |
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26 | # done by RoyClem posted to http://www.codeproject.com/KB/recipes/treapcs.aspx |
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27 | # |
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28 | |
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29 | use System.Text |
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30 | use System.Collections |
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31 | |
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32 | namespace Treap |
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33 | |
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34 | # The TreapException class distinguishes treap exceptions from .NET |
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35 | # exceptions. It notifies the caller that an exception has occurred in the |
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36 | # treap class. |
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37 | class TreapException inherits Exception |
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38 | cue init |
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39 | base.init |
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40 | |
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41 | cue init(msg as String) |
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42 | base.init(msg) |
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43 | |
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44 | # The TreapNode class encapsulates a node in the treap |
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45 | class TreapNode<of KT, VT> |
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46 | where KT must be IComparable |
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47 | |
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48 | var __ordKey as KT # key provided by the calling class |
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49 | var __objData as VT # the data or value associated with the key |
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50 | var __intPriority as int # random priority to balance the tree |
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51 | var __tnLeft as TreapNode<of KT, VT>? # left node of the tree |
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52 | var __tnRight as TreapNode<of KT, VT>? # right node of the tree |
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53 | |
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54 | pro key from __ordKey |
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55 | pro value from __objData |
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56 | |
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57 | get priority from __intPriority |
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58 | pro left from __tnLeft |
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59 | pro right from __tnRight |
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60 | |
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61 | cue init(key as KT, value as VT, priority as int) |
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62 | base.init |
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63 | __ordKey = key |
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64 | __objData = value |
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65 | __intPriority = priority |
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66 | |
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67 | # Rebalance the tree by rotating the nodes to the left |
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68 | def rotateLeft as TreapNode<of KT, VT>? |
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69 | temp = .right |
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70 | .right = .right.left |
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71 | temp.left = this |
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72 | return temp |
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73 | |
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74 | # Rebalance the tree by rotating the nodes to the right |
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75 | def rotateRight as TreapNode<of KT, VT>? |
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76 | temp = .left |
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77 | .left = .left.right |
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78 | temp.right = this |
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79 | return temp |
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80 | |
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81 | # If one of the children is an empty subtree, remove the root and put the other |
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82 | # child in its place. If both children are nonempty, rotate the treapTree at |
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83 | # the root so that the child with the smallest priority number comes to the |
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84 | # top, then delete the root from the other subtree. |
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85 | # |
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86 | # NOTE: This method is recursive |
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87 | def deleteRoot as TreapNode<of KT, VT>? |
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88 | if .left == nil |
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89 | return .right |
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90 | if .right == nil |
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91 | return .left |
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92 | |
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93 | if .left.priority < .right.priority |
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94 | temp = .rotateRight |
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95 | temp.right = .deleteRoot |
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96 | else |
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97 | temp = .rotateLeft |
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98 | temp.left = .deleteRoot |
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99 | return temp |
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100 | |
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101 | def toString as String is override |
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102 | return '([.key]:[.value])' |
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103 | |
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104 | |
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105 | # |
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106 | # Treap data structure (a collection) |
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107 | # For IDictionary needs support ICollection<KeyValuePair<TKey, TValue>>, |
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108 | # IEnumerable<KeyValuePair<TKey, TValue>>, IEnumerable |
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109 | |
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110 | class Treap<of KT, VT> implements ICollection, ICollection<of KeyValuePair<of KT, VT>>, System.Collections.IEnumerable, IEnumerable<of KeyValuePair<of KT, VT>> |
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111 | where KT must be IComparable |
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112 | #where VT must be callable |
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113 | |
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114 | var __rndPriority as Random # random priority to keep the treap balanced |
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115 | var __nodeCount as int # the number of key-and-value pairs (nodes) contained in the treap |
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116 | var __intHashCode as int # used for quick comparisons |
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117 | |
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118 | var __strIdentifier='unspec' # optionally identifies the owner of the treap |
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119 | |
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120 | var __treapRoot as TreapNode<of KT, VT>? # the tree heap |
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121 | var __keyFound as bool |
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122 | #var __prevData as Object? |
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123 | |
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124 | cue init |
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125 | base.init |
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126 | __rndPriority = Random() |
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127 | __intHashCode = __rndPriority.next |
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128 | |
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129 | |
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130 | cue init(strIdentifier as String) |
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131 | .init |
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132 | __strIdentifier = strIdentifier |
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133 | |
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134 | # |
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135 | # IDictionary |
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136 | # |
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137 | |
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138 | def add(key as KT, value as VT) |
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139 | """ |
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140 | Add key and value pair to the treap. |
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141 | |
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142 | args: key As IComparable generic Keytype , value As generic ValueType |
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143 | key is a Type that implements IComparable interface |
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144 | """ |
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145 | |
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146 | node = TreapNode<of KT,VT>(key, value, __rndPriority.next ) |
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147 | # generate random priority |
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148 | #node.priority = __rndPriority.next |
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149 | |
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150 | # insert node into treapTree |
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151 | __keyFound = false |
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152 | __treapRoot = _insertNode(node, __treapRoot) |
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153 | if __keyFound |
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154 | #TODO: provide knob to configure disallow replacing dups |
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155 | #throw TreapException('A TreapNode with the same key "[key.toString]" already exists in the Treap') |
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156 | return |
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157 | __nodeCount += 1 |
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158 | |
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159 | # Inserts a node into the tree (recursively) |
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160 | # This method rebalances the tree using the priorities |
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161 | # |
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162 | # Note: The lower the number, the higher the priority |
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163 | def _insertNode(node as TreapNode<of KT, VT>, tree as TreapNode<of KT, VT>?) as TreapNode<of KT, VT>? |
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164 | if not tree |
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165 | return node |
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166 | |
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167 | result = node.key.compareTo(tree.key) |
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168 | if result < 0 |
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169 | tree.left = _insertNode(node, tree.left) |
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170 | if tree.left.priority < tree.priority |
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171 | tree = tree.rotateRight |
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172 | else if result > 0 |
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173 | tree.right = _insertNode(node, tree.right) |
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174 | if tree.right.priority < tree.priority |
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175 | tree = tree.rotateLeft |
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176 | else |
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177 | __keyFound = true |
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178 | #__prevData = tree.value |
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179 | tree.value = node.value |
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180 | ##print __prevData, node.value |
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181 | return tree |
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182 | |
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183 | def getValue(key as KT) as VT |
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184 | """ |
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185 | Gets the data value associated with the specified key |
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186 | Throw exception if key not found |
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187 | """ |
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188 | result as VT |
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189 | if not .tryGetValue(key, out result) |
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190 | throw TreapException('Treap key [key.toString] was not found') |
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191 | return result |
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192 | |
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193 | def tryGetValue(key as KT, value as out VT?) as bool |
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194 | """ |
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195 | Get data value for associated key; |
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196 | Return true if key found and place value in 'value' out param |
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197 | Return false if key not found and set value result param to nil. |
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198 | """ |
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199 | treeNode = __treapRoot |
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200 | value = sharp'default(VT)' # pending same capability in cobra otherwise must be callable and use VT() |
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201 | cmp = 0 |
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202 | while treeNode |
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203 | cmp = key.compareTo(treeNode.key) |
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204 | if cmp == 0 |
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205 | value = treeNode.value |
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206 | return true |
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207 | if cmp < 0 |
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208 | treeNode = treeNode.left |
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209 | else |
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210 | treeNode = treeNode.right |
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211 | return false |
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212 | |
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213 | def clear |
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214 | """Clear out all nodes in the treap.""" |
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215 | __treapRoot = nil |
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216 | __nodeCount = 0 |
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217 | |
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218 | def contains(key as KT) as bool |
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219 | """ |
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220 | Determines whether the treap contains an element with the specified key. |
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221 | """ |
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222 | treeNode = __treapRoot |
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223 | cmp = 0 |
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224 | while treeNode |
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225 | cmp = key.compareTo(treeNode.key) |
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226 | if cmp == 0 |
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227 | return true |
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228 | if cmp < 0 |
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229 | treeNode = treeNode.left |
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230 | else |
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231 | treeNode = treeNode.right |
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232 | return false |
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233 | |
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234 | def remove(key as KT) as bool |
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235 | """ |
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236 | Removes any treap node for the provided key. |
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237 | Return true if the key was found and key and value removed, false otherwise. |
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238 | """ |
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239 | __keyFound = false |
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240 | __treapRoot = _delete(key, __treapRoot) |
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241 | if __keyFound |
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242 | __nodeCount -= 1 |
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243 | return __keyFound |
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244 | |
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245 | # Deletes a node (recursively). |
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246 | # Deletes works by "bubbling down" the node until it is a leaf, and then |
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247 | # pruning it off the tree |
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248 | def _delete(key as KT, tNode as TreapNode<of KT, VT>?) as TreapNode<of KT, VT>? |
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249 | if not tNode |
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250 | return nil |
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251 | result = key.compareTo(tNode.key) |
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252 | if result < 0 |
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253 | tNode.left = _delete(key, tNode.left) |
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254 | else if result > 0 |
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255 | tNode.right = _delete(key, tNode.right) |
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256 | else |
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257 | __keyFound = true |
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258 | #__prevData = tNode.value |
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259 | tNode = tNode.deleteRoot |
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260 | return tNode |
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261 | |
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262 | get isFixedSize as bool |
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263 | return false |
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264 | |
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265 | get isReadOnly as bool |
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266 | return false |
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267 | |
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268 | get keys as ICollection<of KT> |
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269 | keyList = List<of KT>() |
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270 | for kvp in .ascendingOrder |
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271 | keyList.add(kvp.key) |
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272 | return keyList |
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273 | |
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274 | get values as ICollection<of VT> |
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275 | valuesList = List<of VT>() |
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276 | for kvp in .ascendingOrder |
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277 | valuesList.add(kvp.value) |
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278 | return valuesList |
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279 | |
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280 | pro [key as KT] as VT? #IComparable |
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281 | get |
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282 | #value as VT |
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283 | #if .tryGetValue(key, out value) |
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284 | # return value |
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285 | #return sharp'default(VT)' # nil |
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286 | return .getValue(key) |
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287 | set |
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288 | #trace key, value |
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289 | .add(key, value to !) |
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290 | |
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291 | # ICollection |
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292 | get count as int |
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293 | """Return number of elements/keys in the treap.""" |
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294 | return __nodeCount |
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295 | |
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296 | get isSynchronized as bool |
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297 | return false |
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298 | |
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299 | get syncRoot as Object |
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300 | return this |
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301 | |
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302 | def copyTo(arr as KeyValuePair<of KT,VT>[], index as int) |
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303 | for kvp in this |
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304 | arr[index] = kvp |
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305 | index += 1 |
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306 | |
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307 | def copyTo(arr as Array, index as int) |
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308 | implements System.Collections.ICollection |
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309 | for tn in this |
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310 | arr.setValue(tn, index) |
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311 | index += 1 |
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312 | |
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313 | # ICollection<of KeyValuePair<of KT, VT>> |
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314 | def add(kvp as KeyValuePair<of KT, VT>) |
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315 | .add(kvp.key, kvp.value) |
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316 | |
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317 | def remove(kvp as KeyValuePair<of KT, VT>) as bool |
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318 | return .remove(kvp.key) |
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319 | |
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320 | def contains(kvp as KeyValuePair<of KT, VT>) as bool |
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321 | if not .contains(kvp.key), return false |
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322 | return this[kvp.key] == kvp.value |
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323 | |
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324 | # ICollection, IEnumerable |
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325 | # GetEnumerator |
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326 | def getEnumerator as IEnumerator<of KeyValuePair<of KT, VT>> |
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327 | """ |
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328 | Get Enumerator for Treap Nodes in ascending order. |
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329 | fulfills IDictionary interface method |
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330 | """ |
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331 | return .ascendingOrder.getEnumerator |
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332 | |
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333 | def getEnumerator as System.Collections.IEnumerator |
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334 | implements System.Collections.IEnumerable |
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335 | #print 'getenumerator ' |
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336 | return .getEnumerator to System.Collections.IEnumerator # .ascendingOrder.getEnumerator |
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337 | |
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338 | get ascendingOrder as IEnumerable<of KeyValuePair<of KT, VT>> |
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339 | return _scanAscendingOrder(__treapRoot, 0) |
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340 | |
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341 | get descendingOrder as IEnumerable<of KeyValuePair<of KT, VT>> |
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342 | return _scanDescendingOrder(__treapRoot, 0) |
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343 | |
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344 | def _scanAscendingOrder(node as TreapNode<of KT, VT>?, level) as IEnumerable<of KeyValuePair<of KT, VT>> |
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345 | if not node |
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346 | yield break |
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347 | if node.left |
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348 | for tn in _scanAscendingOrder(node.left to !, level+1) |
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349 | yield KeyValuePair<of KT, VT>(tn.key, tn.value) |
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350 | #print node.key, level |
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351 | #yield node to ! |
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352 | yield KeyValuePair<of KT, VT>(node.key, node.value) |
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353 | if node.right |
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354 | for tn in _scanAscendingOrder(node.right to !, level+1) |
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355 | yield KeyValuePair<of KT, VT>(tn.key, tn.value) |
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356 | |
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357 | |
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358 | def _scanDescendingOrder(node as TreapNode<of KT, VT>?, level) as IEnumerable<of KeyValuePair<of KT, VT>> |
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359 | if not node |
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360 | yield break |
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361 | if node.right |
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362 | for tn in _scanDescendingOrder(node.right to !, level+1) |
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363 | yield KeyValuePair<of KT, VT>(tn.key, tn.value) |
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364 | yield KeyValuePair<of KT, VT>(node.key, node.value) |
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365 | if node.left |
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366 | for tn in _scanDescendingOrder(node.left to !, level+1) |
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367 | yield KeyValuePair<of KT, VT>(tn.key, tn.value) |
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368 | |
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369 | |
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370 | # |
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371 | # Convenience Enumerators for keys and values in {as,des}cending order |
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372 | # |
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373 | # def keyEnumerator(ascending as bool) as IEnumerable<of KT> |
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374 | # def valueEnumerator(ascending as bool) as IEnumerable<of VT> |
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375 | |
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376 | def isEmpty as bool |
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377 | """Return an indication the Treap has been cleared or has had nothing added to it.""" |
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378 | return __treapRoot == nil |
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379 | |
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380 | # |
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381 | #Convenience |
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382 | # |
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383 | |
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384 | def getMinKey as KT |
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385 | """ Returns the minimum key value in the treap.""" |
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386 | if not __treapRoot |
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387 | throw TreapException('Treap is empty') |
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388 | treeNode = __treapRoot |
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389 | while treeNode.left |
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390 | treeNode = treeNode.left |
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391 | return treeNode.key |
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392 | |
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393 | |
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394 | def getMaxKey as KT |
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395 | """ Returns the maximum key value in the treap. """ |
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396 | if not __treapRoot |
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397 | throw TreapException('Treap is empty') |
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398 | treeNode = __treapRoot |
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399 | while treeNode.right |
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400 | treeNode = treeNode.right |
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401 | return treeNode.key |
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402 | |
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403 | |
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404 | def getMinValue as VT |
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405 | """Returns the object having the minimum key value.""" |
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406 | return .getValue(.getMinKey) |
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407 | |
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408 | |
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409 | def getMaxValue as VT |
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410 | """Returns the object having the maximum key.""" |
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411 | return .getValue(.getMaxKey) |
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412 | |
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413 | def removeMin as VT |
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414 | """ |
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415 | Removes the node with the minimum key. |
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416 | Returns the node value |
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417 | """ |
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418 | if not __treapRoot |
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419 | throw TreapException('Treap is empty') |
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420 | |
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421 | # start at top |
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422 | treeNode = __treapRoot |
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423 | prevTreapNode as TreapNode<of KT, VT>? |
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424 | |
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425 | if not treeNode.left |
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426 | # remove top node by replacing with right |
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427 | __treapRoot = treeNode.right |
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428 | else |
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429 | while true |
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430 | # find the minimum node |
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431 | prevTreapNode = treeNode |
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432 | treeNode = treeNode.left |
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433 | if not treeNode.left |
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434 | break |
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435 | # remove left node by replacing with right node |
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436 | prevTreapNode.left = treeNode.right |
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437 | |
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438 | __nodeCount -= 1 |
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439 | return treeNode.value |
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440 | |
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441 | |
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442 | def removeMax as VT |
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443 | """ |
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444 | Removes the node with the maximum key. |
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445 | Returns the node Value |
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446 | """ |
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447 | if not __treapRoot |
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448 | throw TreapException('Treap is empty') |
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449 | |
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450 | # start at top |
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451 | treeNode = __treapRoot |
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452 | prevTreapNode as TreapNode<of KT, VT>? |
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453 | |
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454 | if not treeNode.right |
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455 | # remove top node by replacing with left |
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456 | __treapRoot = treeNode.left |
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457 | else |
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458 | while true |
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459 | # find the maximum node |
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460 | prevTreapNode = treeNode |
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461 | treeNode = treeNode.right |
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462 | if not treeNode.right |
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463 | break |
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464 | # remove right node by replacing with left node |
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465 | prevTreapNode.right = treeNode.left |
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466 | |
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467 | __nodeCount -= 1 |
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468 | return treeNode.value |
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469 | |
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470 | # |
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471 | # IEquatable - need this for use as a Dict Key (or in a Set) |
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472 | # |
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473 | def equals(obj as Treap<of KT, VT>) as bool |
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474 | #implements IEquatable<of Treap<of KT,VT>> |
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475 | #if not obj |
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476 | # return false |
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477 | #if not (obj inherits Treap<of KT, VT>) |
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478 | # return false |
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479 | if this == obj |
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480 | return true |
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481 | return .toString == obj.toString |
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482 | |
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483 | # |
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484 | # Object |
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485 | # |
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486 | def equals(obj as Object?) as bool is override |
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487 | if not obj |
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488 | return false |
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489 | if obj to? Treap<of KT, VT> == nil |
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490 | return false |
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491 | return .equals(obj to Treap<of KT, VT>) |
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492 | |
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493 | def getHashCode as int is override |
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494 | return __intHashCode |
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495 | |
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496 | |
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497 | def toString as String is override |
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498 | return 'Treap-[__strIdentifier]-[.getHashCode]' |
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499 | |
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500 | |
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501 | class Test |
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502 | def main is shared |
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503 | treap = Treap<of String, int>() |
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504 | assert not treap.count |
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505 | treap.add( 'hotel', 99) |
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506 | treap.add( 'alpha', 1) |
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507 | treap.add( 'zebra', 147) |
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508 | assert treap.count == 3 |
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509 | assert treap.keys == ['alpha', 'hotel', 'zebra'] |
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510 | assert treap.values == [1, 99, 147] |
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511 | assert treap.getMaxKey == 'zebra' |
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512 | assert treap.getMinKey == 'alpha' |
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513 | assert treap.getMinValue == 1 |
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514 | expect AssertException |
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515 | assert treap.getMinValue == 11 |
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516 | |
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