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/usr/include/shogun/structure/DisjointSet.h is in libshogun-dev 3.2.0-7.5.

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/*
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 3 of the License, or
 * (at your option) any later version.
 *
 * Written (W) 2013 Shell Hu
 * Copyright (C) 2013 Shell Hu
 */

#ifndef __DISJOINTSET_H__
#define __DISJOINTSET_H__

#include <shogun/base/SGObject.h>
#include <shogun/lib/SGVector.h>

namespace shogun
{

/** @brief Class CDisjointSet data structure for linking graph nodes
 * It's easy to identify connected graph, acyclic graph, roots of forest etc.
 * please refer to http://en.wikipedia.org/wiki/Disjoint-set_data_structure
 */
class CDisjointSet : public CSGObject
{
public:
	/** default constructor */
	CDisjointSet();

	/** constructor
	 *
	 * @param num_elements number of initial disjoint elements
	 */
	CDisjointSet(int32_t num_elements);

	/** destructor */
	~CDisjointSet() { }

	/** @return class name */
	virtual const char* get_name() const { return "DisjointSet"; }

	/** initialize internal data structures */
	void make_sets();

	/** find root of the set containing x with path compression
	 *
	 * @param x queried element
	 * @return the root
	 */
	int32_t find_set(int32_t x);

	/** link two roots, higher ranked root will be new root
	 *
	 * @param xroot root of the set containing x
	 * @param yroot root of the set containing y
	 * @return new root
	 */
	int32_t link_set(int32_t xroot, int32_t yroot);

	/** link the roots of two sets containing x and y respectively
	 * and return if they were linked
	 *
	 * @param x first element to be linked
	 * @param y second element to be linked
	 * @return if x and y were in the same set
	 */
	bool union_set(int32_t x, int32_t y);

	/** if element x and element y is in the same set
	 *
	 * @param x first element
	 * @param y second element
	 * @return if x and y are in the same set
	 */
	bool is_same_set(int32_t x, int32_t y);

	/** give each disjoint set a label
	 *
	 * @param out_labels label for each element
	 * @return number of unique labels
	 */
	int32_t get_unique_labeling(SGVector<int32_t> out_labels);

	/** get number of sets
	 *
	 * @return number of sets
	 */
	int32_t get_num_sets();

	/** if union-find is performed
	 *
	 * @return is connected
	 */
	bool get_connected();

	/** set connection flag after union-find
	 *
	 * @param is_connected boolean variable
	 */
	void set_connected(bool is_connected);

private:
	/** register parameters */
	void init();

private:
	/** number of elements */
	int32_t m_num_elements;

	/** parent array */
	SGVector<int32_t> m_parent;

	/** rank array */
	SGVector<int32_t> m_rank;

	/** connection flag */
	bool m_is_connected;
};

}

#endif