arjun84
asked on
Count word frequency using Binary Search Tree
Hi ppl,
I have been trying to code a program which counts the number of times a word appears in a text file and in which line it occurs. I have a simple BST program which was given to me by my friend. What the simple program does is simply do a BST on integers. Mine should have a class called record which contains details about the frequency, line number in which it appears n the word itself. Each node should contain a word(class Record). So far i have managed to break apart the words and from the text file. I will be posting my header file and driver file in a sec. Just use any small text file.
Thanks,
Arjun
I have been trying to code a program which counts the number of times a word appears in a text file and in which line it occurs. I have a simple BST program which was given to me by my friend. What the simple program does is simply do a BST on integers. Mine should have a class called record which contains details about the frequency, line number in which it appears n the word itself. Each node should contain a word(class Record). So far i have managed to break apart the words and from the text file. I will be posting my header file and driver file in a sec. Just use any small text file.
Thanks,
Arjun
(1) What is your question?
(2) In InsertStub
- Why is val passed by constant value? It would seem that constant reference would make more sense
- Why are you using the key() macro? Or rather, why haven't you defined the key() macro to work with your data?
- What _is_ the sorting order you expect to use in your BST? If your output should be sorted in word order, doesn't it make sense to use the words as the key for the BST?
(3) General question: If you're keeping count and line number information, isn't it possible for a word to appear on multiple lines? I am wondering what you will do in that case. Also, the code you show does not handle nodes with duplicate keys (that is, it always inserts a new node). You will want to make sure you know what happens the second time your code encounters "the" or "a" in the input (assuming English input file).
Good luck, -bcl
(2) In InsertStub
- Why is val passed by constant value? It would seem that constant reference would make more sense
- Why are you using the key() macro? Or rather, why haven't you defined the key() macro to work with your data?
- What _is_ the sorting order you expect to use in your BST? If your output should be sorted in word order, doesn't it make sense to use the words as the key for the BST?
(3) General question: If you're keeping count and line number information, isn't it possible for a word to appear on multiple lines? I am wondering what you will do in that case. Also, the code you show does not handle nodes with duplicate keys (that is, it always inserts a new node). You will want to make sure you know what happens the second time your code encounters "the" or "a" in the input (assuming English input file).
Good luck, -bcl
ASKER
First of all thanks for such a fast response.
(1) My main question is how to write a BST program which stores the words and their frequency of appearence in the text file.
Like for example if u have a text file like this:
Peter brought some butter but the butter was bitter
so peter brought some better butter to make the
bitter butter better.
The program must give output like this:
Word Frequency Line Numbers
peter 2 1, 2
brought 2 1, 2
better 2 2, 3
and so on...
(2) The code is my friends and I don't understand all of it... :\ But I guess the const does not make a difference anyway. You can remove it...
I am not entirely sure what the key macro does, but I guess its like comparing the values to see which tree to go to next rite? As in go to the left part or the right part of the tree and then insert the new node there.
By the sorting order you mean post, pre or inorder rite? Thats were I am not sure as well.. What I want is just to display in alphabetical order. So I think only inorder will work? Not sure there though.
(3) The file I have pasted here is the unmodified one. It uses val in the BST. val is just a int data type. What I have been trying is to completely remove the val thing and replace it with my class. So instead of storing integers in the node's data, I will have the class record which contains the word, its frequency and the line numbers in which it appears. And yah, the input file is in English. We can leave aside the duplicate nodes aside first. I can handle that.
Thanks once again,
Arjun
(1) My main question is how to write a BST program which stores the words and their frequency of appearence in the text file.
Like for example if u have a text file like this:
Peter brought some butter but the butter was bitter
so peter brought some better butter to make the
bitter butter better.
The program must give output like this:
Word Frequency Line Numbers
peter 2 1, 2
brought 2 1, 2
better 2 2, 3
and so on...
(2) The code is my friends and I don't understand all of it... :\ But I guess the const does not make a difference anyway. You can remove it...
I am not entirely sure what the key macro does, but I guess its like comparing the values to see which tree to go to next rite? As in go to the left part or the right part of the tree and then insert the new node there.
By the sorting order you mean post, pre or inorder rite? Thats were I am not sure as well.. What I want is just to display in alphabetical order. So I think only inorder will work? Not sure there though.
(3) The file I have pasted here is the unmodified one. It uses val in the BST. val is just a int data type. What I have been trying is to completely remove the val thing and replace it with my class. So instead of storing integers in the node's data, I will have the class record which contains the word, its frequency and the line numbers in which it appears. And yah, the input file is in English. We can leave aside the duplicate nodes aside first. I can handle that.
Thanks once again,
Arjun
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ASKER
After reading your description and some other online descriptions of the key macro, I think i found my fault. Need to change my code and try though. But I am pretty sure it lies in the usage of the macro key. Yah anyway I don't ask home work questions here :) Haha.. you can check my previous questions :)
Thanks for the guidelines.. Will get back to you ASAP after i try it out agian.
Thanks yet again
Arjun
Thanks for the guidelines.. Will get back to you ASAP after i try it out agian.
Thanks yet again
Arjun
ASKER
Yep finally I got it to work a few days back..
Thanks for helping!
Arjun
Thanks for helping!
Arjun
ASKER
#ifndef BST_H
#define BST_H
typedef int elem;
class record {
public:
record() {sentence = ("\0"); element = ("\0"); freq_count = 0;}
//~record();
int getSentence(int);
private:
string sentence;
string element;
int freq_count;
};
class node { // Binary tree node class
public:
elem element; // The node's value
node* left; // Pointer to left child
node* right; // Pointer to right child
node() { left = right = NULL; }
node(elem tmp2, node* l = NULL, node* r = NULL)
{ element = tmp2; left = l; right = r; }
~node() { } // Destructor
elem value() const { return element; };
void setValue(elem val) { element = val; }
node* leftchild() const { return left; }
node* rightchild() const { return right; }
bool isLeaf() const // Return TRUE if is a leaf
{ return (left == NULL) && (right == NULL); }
};
class tree {
private:
node* root;
void clearStub(node*); // Helper functions for public routines
void insertStub(node*&, const elem);
node*deletemin(node*&);
void removeStub(node*&, int);
elem findStub(node*, int) const;
void printStub(const node*, int) const;
public:
tree() { root = NULL; }
~tree() { clearStub(root); }
void clear() { clearStub(root); root = NULL; }
void insert(elem val) { insertStub(root, val); }
void remove(const val) { removeStub(root, val); }
elem find(const val) const { return findStub(root, val); }
bool isEmpty() const { return root == NULL; }
void print() const {
if (root == NULL) cout << "The tree is empty.\n";
else printStub(root, 0);
}
};
#endif
##########################
And the Driver File:
#include <iostream>
#include <assert.h>
#include <fstream>
#include <string>
using namespace std;
#include "bst.h"
#define SIZE 10
#define UNSUCCESSFUL -1
#define key(X) (int)(X)
#define visit(X) cout << rt->element << " ";
//Global Variables
string sentence;
int numberOfLines;
void tree::clearStub(node* rt) {// Clear all nodes from the tree
if (rt == NULL) return;
clearStub(rt->leftchild())
clearStub(rt->rightchild()
delete rt;
}
void tree::insertStub(node*& rt, const elem val) {
if (rt == NULL) // Empty tree: create node
rt = new node(val, NULL, NULL);
else if (key(val) < key(rt->value()))
insertStub(rt->left, val); // Check left
else insertStub(rt->right, val); // Check right
}
void tree::removeStub(node*& rt, int val) {
if (rt == NULL) cout << val << " is not in the tree.\n";
else if (val < key(rt->value())) // Check left
removeStub(rt->left, val);
else if (val > key(rt->value())) // Check right
removeStub(rt->right, val);
else { // Found it: remove it
node* temp = rt;
if (rt->left == NULL) // Only a right child
rt = rt->right; // so point to right
else if (rt->right == NULL) // Only a left child
rt = rt->left; // so point to left
else { // Both children are non-empty
temp = deletemin(rt->right);// Replace with min value
rt->setValue(temp->value()
}
delete temp; // Return node to free store
}
}
node* tree::deletemin(node*& rt) {
assert(rt != NULL); // There must be a node to delete
if (rt->left != NULL) // Continue left
return deletemin(rt->left);
else // Found it
{ node* temp = rt; rt = rt->right; return temp; }
}
elem tree::findStub(node* rt, int val) const {
if (rt == NULL) return UNSUCCESSFUL; // Empty tree: nothing found
else if (val < key(rt->value())) // Check left
return findStub(rt->leftchild(), val);
else if (val == key(rt->value())) return rt->value();
else return findStub(rt->rightchild(),
}
// Print the nodes of a tree; use indentation to indicate tree shape
void tree::printStub(const node *rt, int level) const {
if (rt == NULL) return; // Empty tree
printStub(rt->rightchild()
for (int i=0; i<level; i++) // Indent to level
cout << " ";
cout << rt->value() << "\n"; // Print node value
printStub(rt->leftchild(),
}
void preorder(node* rt) // rt is the root of a subtree
{
if (rt == NULL) return; // Empty subtree
visit(rt); // visit performs whatever action is desired
preorder(rt->leftchild());
preorder(rt->rightchild())
}
int record::getSentence(int numberOfLines)
{
numberOfLines = 0;
int count = 1;
char *tokenPtr;
char string[SIZE][101];
ifstream inFile1("testing.txt", ios::in);//This is the file I used, U may change it.
if(!inFile1)
{
cerr<<"ERROR: File does not exist"<<endl;
void main();
}
while(!inFile1.eof())
{
getline(inFile1, sentence);
numberOfLines++;//Count number of lines
}
inFile1.close();
ifstream inFile2("testing.txt", ios::in);//Change to the same name here as well..
if(!inFile2)
{
cerr<<"ERROR: File does not exist"<<endl;
void main();
}
while(numberOfLines>0)
{
cout<<"\n\nThis is line number: "<<count<<endl;
inFile2.getline(string[num
tokenPtr = strtok(string[numberOfLine
while (tokenPtr != NULL)
{
cout<<tokenPtr<<endl;
tokenPtr = strtok(NULL, " ,.?!"); //Using delimiters " ,.?!" to seperate words
}
numberOfLines--;
count++;
}
cout<<"Number of lines in the file are: "<<count - 1<<endl;
return 0;
}
void main()
{
char choice;
record tmp;
do{
cout<<"\n\n(1) Load Text"<<endl;
cout<<"(2) Display Sorted Words"<<endl;
cout<<"(3) Exit"<<endl;
cout<<"Please select an option: ";
cin >>choice;
switch(toupper(choice))
{
case 'L': tmp.getSentence(numberOfLi
break;
case 'D':
break;
case 'E':
break;
};
}while(toupper(choice) != 'E');
}
//The code given below is what was used for testing the BST.
//You can use it too, just replace the whole main body with this stuff.
/*tree t;
cout << "insert 30\n"; t.insert(30);
cout << "insert 13\n"; t.insert(13);
cout << "insert 50\n"; t.insert(50);
cout << "insert 10\n"; t.insert(10);
cout << "insert 20\n"; t.insert(20);
cout << "insert 40\n"; t.insert(40);
cout << "insert 70\n"; t.insert(70);
cout << "insert 35\n"; t.insert(35);
cout << "insert 90\n"; t.insert(90);
t.print();
cout << "remove 13\n"; t.remove(13);
t.print();
cout << "remove 50\n"; t.remove(50);
t.print();
t.clear();
t.print();*/
##########################
I am expecting the output something like this:
Word Frequency LineNum
and 5 2, 4
for 3 1, 3
what 2 2,3
Note: It will be better if the words are displayed in alphabetical order.
Thanks,
Arjun