// Copyright 2012 Google Inc. All Rights Reserved. // Author: rays@google.com (Ray Smith) /////////////////////////////////////////////////////////////////////// // File: genericheap.h // Description: Template heap class. // Author: Ray Smith, based on Dan Johnson's original code. // Created: Wed Mar 14 08:13:00 PDT 2012 // // (C) Copyright 2012, Google Inc. // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // http://www.apache.org/licenses/LICENSE-2.0 // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // /////////////////////////////////////////////////////////////////////// #ifndef TESSERACT_CCUTIL_GENERICHEAP_H_ #define TESSERACT_CCUTIL_GENERICHEAP_H_ #include "errcode.h" #include "genericvector.h" namespace tesseract { // GenericHeap requires 1 template argument: // Pair will normally be either KDPairInc or KDPairDec // for some arbitrary Key and scalar, smart pointer, or non-ownership pointer // Data type, according to whether a MIN heap or a MAX heap is desired, // respectively. Using KDPtrPairInc or KDPtrPairDec, // GenericHeap can also handle simple Data pointers and own them. // If no additional data is required, Pair can also be a scalar, since // GenericHeap doesn't look inside it except for operator<. // // The heap is stored as a packed binary tree in an array hosted by a // GenericVector, with the invariant that the children of each node are // both NOT Pair::operator< the parent node. KDPairInc defines Pair::operator< // to use Key::operator< to generate a MIN heap and KDPairDec defines // Pair::operator< to use Key::operator> to generate a MAX heap by reversing // all the comparisons. // See http://en.wikipedia.org/wiki/Heap_(data_structure) for more detail on // the basic heap implementation. // // Insertion and removal are both O(log n) and, unlike the STL heap, an // explicit Reshuffle function allows a node to be repositioned in time O(log n) // after changing its value. // // Accessing the element for revaluation is a more complex matter, since the // index and pointer can be changed arbitrarily by heap operations. // Revaluation can be done by making the Data type in the Pair derived from or // contain a DoublePtr as its first data element, making it possible to convert // the pointer to a Pair using KDPairInc::RecastDataPointer. template class GenericHeap { public: GenericHeap() {} // The initial size is only a GenericVector::reserve. It is not enforced as // the size limit of the heap. Caller must implement their own enforcement. explicit GenericHeap(int initial_size) { heap_.reserve(initial_size); } // Simple accessors. bool empty() const { return heap_.empty(); } int size() const { return heap_.size(); } int size_reserved() const { return heap_.size_reserved(); } void clear() { // Clear truncates to 0 to keep the number reserved in tact. heap_.truncate(0); } // Provides access to the underlying vector. // Caution! any changes that modify the keys will invalidate the heap! GenericVector* heap() { return &heap_; } // Provides read-only access to an element of the underlying vector. const Pair& get(int index) const { return heap_[index]; } // Add entry to the heap, keeping the smallest item at the top, by operator<. // Note that *entry is used as the source of operator=, but it is non-const // to allow for a smart pointer to be contained within. // Time = O(log n). void Push(Pair* entry) { int hole_index = heap_.size(); // Make a hole in the end of heap_ and sift it up to be the correct // location for the new *entry. To avoid needing a default constructor // for primitive types, and to allow for use of DoublePtr in the Pair // somewhere, we have to incur a double copy here. heap_.push_back(*entry); *entry = heap_.back(); hole_index = SiftUp(hole_index, *entry); heap_[hole_index] = *entry; } // Get the value of the top (smallest, defined by operator< ) element. const Pair& PeekTop() const { return heap_[0]; } // Get the value of the worst (largest, defined by operator< ) element. const Pair& PeekWorst() const { return heap_[IndexOfWorst()]; } // Removes the top element of the heap. If entry is not NULL, the element // is copied into *entry, otherwise it is discarded. // Returns false if the heap was already empty. // Time = O(log n). bool Pop(Pair* entry) { int new_size = heap_.size() - 1; if (new_size < 0) return false; // Already empty. if (entry != NULL) *entry = heap_[0]; if (new_size > 0) { // Sift the hole at the start of the heap_ downwards to match the last // element. Pair hole_pair = heap_[new_size]; heap_.truncate(new_size); int hole_index = SiftDown(0, hole_pair); heap_[hole_index] = hole_pair; } else { heap_.truncate(new_size); } return true; } // Removes the MAXIMUM element of the heap. (MIN from a MAX heap.) If entry is // not NULL, the element is copied into *entry, otherwise it is discarded. // Time = O(n). Returns false if the heap was already empty. bool PopWorst(Pair* entry) { int worst_index = IndexOfWorst(); if (worst_index < 0) return false; // It cannot be empty! // Extract the worst element from the heap, leaving a hole at worst_index. if (entry != NULL) *entry = heap_[worst_index]; int heap_size = heap_.size() - 1; if (heap_size > 0) { // Sift the hole upwards to match the last element of the heap_ Pair hole_pair = heap_[heap_size]; int hole_index = SiftUp(worst_index, hole_pair); heap_[hole_index] = hole_pair; } heap_.truncate(heap_size); return true; } // Returns the index of the worst element. Time = O(n/2). int IndexOfWorst() const { int heap_size = heap_.size(); if (heap_size == 0) return -1; // It cannot be empty! // Find the maximum element. Its index is guaranteed to be greater than // the index of the parent of the last element, since by the heap invariant // the parent must be less than or equal to the children. int worst_index = heap_size - 1; int end_parent = ParentNode(worst_index); for (int i = worst_index - 1; i > end_parent; --i) { if (heap_[worst_index] < heap_[i]) worst_index = i; } return worst_index; } // The pointed-to Pair has changed its key value, so the location of pair // is reshuffled to maintain the heap invariant. // Must be a valid pointer to an element of the heap_! // Caution! Since GenericHeap is based on GenericVector, reallocs may occur // whenever the vector is extended and elements may get shuffled by any // Push or Pop operation. Therefore use this function only if Data in Pair is // of type DoublePtr, derived (first) from DoublePtr, or has a DoublePtr as // its first element. Reshuffles the heap to maintain the invariant. // Time = O(log n). void Reshuffle(Pair* pair) { int index = pair - &heap_[0]; Pair hole_pair = heap_[index]; index = SiftDown(index, hole_pair); index = SiftUp(index, hole_pair); heap_[index] = hole_pair; } private: // A hole in the heap exists at hole_index, and we want to fill it with the // given pair. SiftUp sifts the hole upward to the correct position and // returns the destination index without actually putting pair there. int SiftUp(int hole_index, const Pair& pair) { int parent; while (hole_index > 0 && pair < heap_[parent = ParentNode(hole_index)]) { heap_[hole_index] = heap_[parent]; hole_index = parent; } return hole_index; } // A hole in the heap exists at hole_index, and we want to fill it with the // given pair. SiftDown sifts the hole downward to the correct position and // returns the destination index without actually putting pair there. int SiftDown(int hole_index, const Pair& pair) { int heap_size = heap_.size(); int child; while ((child = LeftChild(hole_index)) < heap_size) { if (child + 1 < heap_size && heap_[child + 1] < heap_[child]) ++child; if (heap_[child] < pair) { heap_[hole_index] = heap_[child]; hole_index = child; } else { break; } } return hole_index; } // Functions to navigate the tree. Unlike the original implementation, we // store the root at index 0. int ParentNode(int index) const { return (index + 1) / 2 - 1; } int LeftChild(int index) const { return index * 2 + 1; } private: GenericVector heap_; }; } // namespace tesseract #endif // TESSERACT_CCUTIL_GENERICHEAP_H_