package ca.pfv.spmf.algorithms.sequentialpatterns.clasp_AGP.tries;
import java.util.AbstractMap;
import java.util.ArrayList;
import java.util.BitSet;
import java.util.Collections;
import java.util.List;
import java.util.Map.Entry;
import javax.swing.tree.DefaultMutableTreeNode;
import javax.swing.tree.DefaultTreeModel;
import javax.swing.tree.MutableTreeNode;
import ca.pfv.spmf.algorithms.sequentialpatterns.clasp_AGP.dataStructures.abstracciones.ItemAbstractionPair;
import ca.pfv.spmf.algorithms.sequentialpatterns.clasp_AGP.dataStructures.patterns.Pattern;
import ca.pfv.spmf.algorithms.sequentialpatterns.clasp_AGP.dataStructures.patterns.PatternCreator;
import ca.pfv.spmf.algorithms.sequentialpatterns.clasp_AGP.idlists.IDList;
/**
* Class that implement a trie structure. A trie is composed of a list of
* nodes children that are also the beginning of other trie structure. Those
* nodes are composed of both a ItemAstractionPair object and a Trie, where the
* children appear.
*
* The current trie is referring to a pattern that can be obtained from the root
* until this one, passing by the different nodes in the way that are ancestors
* of the current trie. We do not keep any trace of the parent nodes since the
* whole trie will be run at the end of the algorithm, just before applying the
* postprocessing step to remove the remaining non-closed frequent patterns.
*
* Besides, in a trie we keep some information relative to that pattern that is
* referred, such as the sequences where the pattern appears, its support, and
* some other information used in the key generation of the pruning methods.
*
* Copyright Antonio Gomariz Peñalver 2013
*
* This file is part of the SPMF DATA MINING SOFTWARE
* (http://www.philippe-fournier-viger.com/spmf).
*
* SPMF 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.
*
* SPMF is distributed in the hope that it will be useful, but WITHOUT ANY
* WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR
* A PARTICULAR PURPOSE. See the GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License along with
* SPMF. If not, see {
/**
* List of children of the current trie
*/
private List nodes;
/**
* IdList associated with the pattern to which the current trie is referring to
*/
private IDList idList;
/**
* List of sequences IDs where the pattern, to which the current trie is
* referring to, appears
*/
private BitSet appearingIn = new BitSet();
/**
* Support that the pattern, to which the current trie is referring to, has
*/
private int support = -1;
/**
* Counter that keeps the sum of all the sequence IDs that are in
* appearingIn list
*/
private int sumSequencesIDs = -1;
/**
* Static field in order to generate a different identifier for all the
* tries generated by the algorithm
*/
static int intId = 1;
/**
* Trie identifier
*/
private int id;
/**
* Constructor of a Trie by means of a list of NodeTrie and the
* IdList of the pattern associated to the trie.
* @param nodes List of nodes with which we want to initialize the Trie
* @param idList IdList of the pattern associated to the trie
*/
public Trie(List nodes, IDList idList) {
this.nodes = nodes;
this.idList = idList;
id = intId++;
}
/**
* Constructor of a Trie by means of a list of NodeTrie.
* @param nodes List of nodes with which we want to initialize the Trie
*/
public Trie(List nodes) {
this.nodes = nodes;
id = intId++;
}
/**
* Standard constructor of a Trie. It sets the list of nodes to empty.
*/
public Trie() {
nodes = new ArrayList();
id = intId++;
}
/**
* It obtain its ith trie child
* @param index Child index in which we are interested
* @return the trie
*/
public Trie getChild(int index) {
return nodes.get(index).getChild();
}
/**
* It set a child to the Trie given as parameter
* @param index Child index in which we are interested
* @param child Trie that we want to insert
*/
public void setChild(int index, Trie child) {
this.nodes.get(index).setChild(child);
}
/**
* It gets the IdList of the pattern associated to the trie
* @return the idlist
*/
public IDList getIdList() {
return idList;
}
/**
* It updates the value of the IdList of the pattern associated to
* the trie
* @param idList
*/
public void setIdList(IDList idList) {
this.idList = idList;
}
/**
* It gets the list of nodes associated with the Trie
* @return the list of trie nodes
*/
public List getNodes() {
return nodes;
}
/**
* It updates the list of nodes associated with the Trie
* @param nodes
*/
public void setNodes(List nodes) {
this.nodes = nodes;
}
/**
* It removes the ith child of the Trie.
* @param index Child index in which we are interested
* @return true if the item was removed, otherwise it means that the index is outside the bounds of the trie
*/
public boolean remove(int index) {
//if there are some nodes and the index is within the range of nodes
if (levelSize() == 0 || index >= levelSize()) {
return false;
}
//We remove the child pointed out by index
getChild(index).removeAll();
return true;
}
/**
* It gets the pair of the ith child
* @param index Child index in which we are interested
* @return the pair
*/
public ItemAbstractionPair getPair(int index) {
return nodes.get(index).getPair();
}
/**
* It gets the whole TrieNode of the ith child
* @param index Child index in which we are interested
* @return the trie node
*/
public TrieNode getNode(int index) {
return nodes.get(index);
}
/**
* It updates the whole TrieNode of the ith child
* @param index Child index in which we are interested
* @param node
*/
public void setNode(int index, TrieNode node) {
nodes.set(index, node);
}
/**
* It returns the number of children that a Trie has
* @return the number of children
*/
public int levelSize() {
if (nodes == null) {
return 0;
}
return nodes.size();
}
/**
* It removes all its descendands tries and then the Trie itself.
*/
public void removeAll() {
//If there are no nodes
if (levelSize() == 0) {
//We have already finish
return;
}
//Otherwise, for each node of the Trie children
for (TrieNode node : nodes) {
Trie currentChild = node.getChild();
//We remove all the descendants appearing from its child
if (currentChild != null) {
currentChild.removeAll();
}
//And we make null both its child and pair
node.setChild(null);
node.setPair(null);
}
setIdList(null);
nodes.clear();
}
/**
* It merges a trie with another one, inserting the TrieNode given as
* parameter in the list of node associated with the current Trie.
* @param trie
*/
public void mergeWithTrie(TrieNode trie) {
if (levelSize() == 0) {
if (nodes == null) {
nodes = new ArrayList(1);
}
}
nodes.add(trie);
}
/**
* It sorts the children by lexicographic order (given by their pair values)
*/
public void sort() {
Collections.sort(nodes);
}
/**
* It returns the list of sequences Ids where the pattern referred by
* the Trie appears.
* @return the list of sequence IDs as a bitset
*/
public BitSet getAppearingIn(){
return this.appearingIn;
}
/**
* It updates the list of sequences Ids where the pattern referred by
* the Trie appears
* @param appearingIn The list of sequence Ids to update
*/
public void setAppearingIn(BitSet appearingIn) {
this.appearingIn = appearingIn;
}
/**
* Get a string representation of this Trie
* @return the string representation
*/
@Override
public String toString() {
if (nodes == null) {
return "";
}
StringBuilder result = new StringBuilder("ID=" + id + "[");
if (!nodes.isEmpty()) {
for (TrieNode node : nodes) {
result.append(node.getPair()).append(',');
}
result.deleteCharAt(result.length() - 1);
} else {
result.append("NULL");
}
result.append(']');
return result.toString();
}
/**
* It gets the support of the pattern referred by the Trie.
* @return the support
*/
public int getSupport() {
if (this.support < 0) {
this.support = appearingIn.cardinality();
}
return this.support;
}
/**
* It updates the support of the pattern referred by the Trie
* @param support
*/
public void setSupport(int support) {
this.support = support;
}
/**
* It gets the sum of the sequence identifiers of the sequences where
* the pattern, referred by the Trie, appears
* @return the sum
*/
public int getSumIdSequences() {
if (sumSequencesIDs < 0) {
sumSequencesIDs = calculateSumIdSequences();
}
return sumSequencesIDs;
}
/**
* It updates the sum of the sequence identifiers of the sequences where
* the pattern, referred by the Trie, appears
* @param sumIdSequences Value of the sum of sequence identifiers to update
*/
public void setSumIdSequences(int sumIdSequences) {
this.sumSequencesIDs = sumIdSequences;
}
/**
* It calculates the sum of the sequence identifiers
* @return
*/
private int calculateSumIdSequences() {
int acum = 0;
for(int i=appearingIn.nextSetBit(0);i>=0;i=appearingIn.nextSetBit(i+1)) {
acum += i;
}
return acum;
}
/**
* It makes a pre-order traversal from the Trie. The result is concatenate
* to the prefix pattern given as parameter
* @param p Prefix pattern
* @return a list of entries
*/
public List> preorderTraversal(Pattern p) {
List> result = new ArrayList>();
//If there is any node
if (nodes != null) {
for (TrieNode node : nodes) {
/*
* We concatenate the pair component of this child with the
* previous prefix pattern, we set its appearances and we add it
* as a element in the result list
*/
Pattern newPattern = PatternCreator.getInstance().concatenate(p, node.getPair());
Trie child = node.getChild();
AbstractMap.SimpleEntry newEntry = new AbstractMap.SimpleEntry(newPattern, child);
result.add(newEntry);
if (child != null) {
/*
* If the child is not null we make a recursive call with the
* new pattern
*/
List> patternsFromChild = child.preorderTraversal(newPattern);
if (patternsFromChild != null) {
result.addAll(patternsFromChild);
}
}
}
return result;
} else {
return null;
}
}
/**
* Method to display graphically the Trie by means of a TreeModel
* @param model TreeModel when we want to insert the Trie nodes
* @param p TreeNode for the TreeModel
*/
public void display(DefaultTreeModel model, MutableTreeNode p) {
if (nodes != null) {
//For each node
for (int i = 0; i < nodes.size(); i++) {
TrieNode node = nodes.get(i);
Trie child = node.getChild();
//We create a new TreeNode composed of the pair and the list of appearances
DefaultMutableTreeNode currentNode = new DefaultMutableTreeNode(node.getPair().toString()+" ("+child.getSupport()+")");
//And we insert it in the TreeModel
model.insertNodeInto(currentNode, p, i);
//And we go on doing the same process with the child
child.display(model, currentNode);
}
}
}
/**
* It compares this trie with another
* @param t the other trie
* @return 0 if equal, -1 if smaller, otherwise 1
*/
@Override
public int compareTo(Trie t) {
return (new Integer(this.id)).compareTo(t.id);
}
}
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