I have an assignment on sorting which requires me to sort a list of random words by putting letters that start with the same letter in a group/zones and sorting that group alphabetically. My code sorts the words but my problem is that some of the words have changed. For example instead of having an output as
angela
APPLE
Apple
apple
Baboon
Ball
Cat
cat
PINK
Pink
Steve
I would have an output of :
apple
apple
apple
apple
Ball
Ball
cat
cat
Pink
PINK
Steve
As you can see, some of the words have been changed and in some cases, words with a capital letter are turned into lower cases like "cat" and I can't seem to find where my mistake is.
This is my sorting code; my driver class just takes in the list of random words :
import java.util.ArrayList;
import java.util.Collections;
public class ZoneSort
{
ArrayList[] arrayOfZones;
ArrayList<String> words;
public ZoneSort(ArrayList<String> words)
{
arrayOfZones = new ArrayList [ 26 ];
for(int index = 0; index < 26;index++)
arrayOfZones [ index ] = new ArrayList();
this.words = words;
putWordsIntoZones();
}
private void putWordsIntoZones()
{
for(String word: words)
{
int index = Character.toLowerCase(word.charAt(0)) - 97;
ArrayList<String> zoneAtIndex = arrayOfZones[index];
zoneAtIndex.add(word);
}
}
public void sortTheArrayOfZones()
{
for(ArrayList<String> zone : arrayOfZones )
{
sortZone(zone);
}
}
private void sortZone(ArrayList<String> zone)
{
for(int i = 1; i < zone.size(); i++)
{
String key = zone.get(i);
int j = i-1;
while(j>=0 && key.compareTo(zone.get(j)) > 0)
{
String x = zone.get(j+1);
zone.set(j, x);
j--;
}
String x = zone.get(j+1);
x = key;
}
}
public void printArrayOfZones()
{
System.out.println("The sorted words are");
for(ArrayList<String> zone:arrayOfZones)
{
for(String word: zone)
{
System.out.println(word);
}
}
}
Reading your code and viewing your results, it seems that your code overwrites the values instead of swapping them. To fix this you need to take a look at the function sort.
I have modified your code so that instead of overwriting, you swap the two elements :
private void sortZone(ArrayList<String> zone){
for(int i = 1; i < zone.size(); i++){
String key = zone.get(i);
int j = i-1;
while(j>=0 && key.compareTo(zone.get(j)) > 0){
String x = zone.get(j+1);
zone.set(j+1,zone.get(j)); // line added
zone.set(j, x);
j--;
}
String x = zone.get(j+1);
x = key;
}
}
I hope this fixed your problem.
If I compare your sortZone implementation with a reference insertion sort implementation such as https://www.baeldung.com/java-insertion-sort
I see the following differences - see inline comments
for(int i = 1; i < zone.size(); i++)
{
String key = zone.get(i);
int j = i-1;
// The sort order is reversed.
// You've used "key > zone[j]" when it should be "key < zone[j]"
while(j>=0 && key.compareTo(zone.get(j)) < 0)
{
// This is copying items backwards, towards the beginning of the array.
// String x = zone.get(j+1);
// zone.set(j, x);
// It should be copying items forwards, towards the end, to make room for "key"
// Like this:
String x = zone.get(j);
zone.set(j+1, x);
j--;
}
// You should be setting zone[j+1] = "key" - this does not do it:
// String x = zone.get(j+1);
// x = key;
// This is how you set a value in a list:
zone.set(j+1, key);
}
Related
I am trying to generate permutations using list of strings taking one character one time.
Below is the code of input and output that I want.
Can we simply do it iteratively?. Also I am not finding exact method.
String[] lst = new String[]{"abc", "def", "ghi"}; //Given
String[] permutations = new String[]{ //To Generate
"adg", "adh", "adi",
"aeg", "aeh", "aei",
"afg", "afh", "afi",
"bdg", "bdh", "bdi",
"beg", "beh", "bei",
"bfg", "bfh", "bfi",
"cdg", "cdh", "cdi",
"ceg", "ceh", "cei",
"cfg", "cfh", "cfi",
};
Update: I am not looking just for the above example with list size=3. It can be of any size and each string may happen to be of different length.
For ex: list = [ "ab", "abc", "defghi", "x", "einsigl"]
In this answer I will walk through how I solved this problem to find an algorithm that works for an array of any length for words which can be any length and are not required to all be the same length.
I will first make a recursive solution, and then transorm it into an iterative one.
The easiest way to answer problems like this is to think of them recursively:
Generating all permutations of [] should return [""]
Generating all permutations of a non-empty list means, for each letter c in the first word in the list, return all permutations of the rest of the list with c prepended on the front.
This can be written in Java as follows:
public static List<String> generatePermutationsRecursiveSlow(String[] words) {
if (words.length == 0)
// base case
return Collections.singletonList("");
else {
// recursive case
// result list
ArrayList<String> permutations = new ArrayList<>();
// split array into item 0 and items [1..end]
String firstWord = words[0];
String[] otherWords = new String[words.length - 1];
System.arraycopy(words, 1, otherWords, 0, words.length - 1);
// recurse to find permutations for items [1..end]
List<String> otherWordsPermutations = generatePermutationsRecursiveSlow(otherWords);
// for each character in the first word
for (char c : firstWord.toCharArray()) {
// for each permutation from the recursive call's results
for (String otherWordsPermutation : otherWordsPermutations) {
// prepend this character onto the permutation and add it to the results
permutations.add(c + otherWordsPermutation);
}
}
return permutations;
}
}
Calling generatePermutationsRecursiveSlow(new String[0]) returns [""].
Calling generatePermutationsRecursiveSlow(new String[]{"cd"}) will cause the local c variable to be equal to 'c', and it will recurse with an empty array as the argument, making otherWordsPermutations equal to [""], so it will add 'c' + "" (which is "c") to the results, then it will do the same for 'd', adding "d" to the results.
Calling generatePermutationsRecursiveSlow(new String[]{"ab", "cd"}) will mean that when c is 'a', it will add to the results list 'a'+"c", then 'a'+"d", and whencis'b', it will add'b'+"c"and'b'+"d"`
A similar but better optimised version which works in the same way can be written like this:
public static List<String> generatePermutationsRecursive(String[] words) {
ArrayList<String> permutations = new ArrayList<>();
int wordLen = words.length;
generatePermutationsRecursive(words, permutations, new char[wordLen], 0);
return permutations;
}
public static void generatePermutationsRecursive(String[] words, ArrayList<String> permutations, char[] word, int i) {
if (i == word.length) {
// base case
permutations.add(new String(word));
} else {
for (int j = 0; j < words[i].length(); j++) {
// equivalent of prepending
word[i] = words[i].charAt(j);
// recurse
generatePermutationsRecursive(words, permutations, word, i + 1);
}
}
}
This is better optimised since it uses the word parameter to avoid the O(n) prepending to the string by instead modifying a character array. It also introduces the parameter i which is the effective start index of the array, making it possible to avoid copying parts of the input array.
This can be transformed into an iterative approach by tracking the variables that change between different recursive calls using a stack (in place of the call stack):
private static List<String> generatePermutationsIterative(String[] words) {
// in the recursive version, each recursive function call would have its own local copy of `i` and `j`
// simulate that here with 2 stacks
ArrayDeque<Integer> i_stack = new ArrayDeque<>(words.length);
ArrayDeque<Integer> j_stack = new ArrayDeque<>(words.length);
i_stack.add(0);
j_stack.add(0);
char[] word = new char[words.length];
ArrayList<String> permutations = new ArrayList<>();
while (!i_stack.isEmpty()) {
int i = i_stack.removeLast();
int j = j_stack.removeLast();
if (i == words.length) {
// base case
permutations.add(new String(word));
continue;
}
if (!(j < words[i].length())) {
// reached end of loop `for (int j = 0; j < words[i].length(); j++)`
continue;
}
// if not reached end of loop `for (int j = 0; j < words[i].length(); j++)` yet,
// then increment `j` and allow next iteration to happen
i_stack.add(i);
j_stack.add(j + 1);
word[i] = words[i].charAt(j);
// recurse
i_stack.add(i + 1);
j_stack.add(0);
}
return permutations;
}
Code here
As a sidenote, look how cool Haskell is with this 2-line solution to the problem here (admittedly its not iterative, but it should have tail-call optimisation, making it as fast as an iterative solution).
Here's one way to do it that should work for arbitrary number of words of arbitrary length (not including 0).
String[] lst = new String[] {
"abc",
"def",
"ghi"
};
int numWords = lst.length;
int wordlen = lst[0].length();
int numPerms = (int) Math.pow(wordlen, numWords);
char[][] perms = new char[numPerms][numWords];
char[][] chararr = Arrays.stream(lst)
.map(String::toCharArray)
.toArray(i -> new char[i][wordlen]);
for (int i = 0; i < numWords; i++) {
double permsLocal = Math.pow(wordlen, i + 1);
int numRepeats = (int) Math.ceil((numPerms / permsLocal));
int repeats = (int)(permsLocal / wordlen);
for (int x = 0; x < repeats; x++) {
char[] word = chararr[i];
for (int j = 0; j < wordlen; j++) {
char c = word[j];
for (int k = 0; k < numRepeats; k++) {
perms[(x * wordlen * numRepeats) + k + j * numRepeats][i] = c;
}
}
}
}
String[] permutations = Arrays.stream(perms)
.map(String::new)
.toArray(String[]::new);
Output:
[adg, adh, adi, aeg, aeh, aei, afg, afh, afi, bdg, bdh, bdi, beg, beh,
bei, bfg, bfh, bfi, cdg, cdh, cdi, ceg, ceh, cei, cfg, cfh, cfi]
Link to repl.it: https://repl.it/repls/BoilingExcitingAttributes
You can do it as follows:
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
public class Main {
public static void main(String[] args) {
String[] lst = new String[] { "abc", "def", "ghi" };
List<String> list = new ArrayList<>();
for (char a : lst[0].toCharArray()) {
for (char b : lst[1].toCharArray()) {
for (char c : lst[2].toCharArray()) {
list.add(new String(new char[] { a, b, c }));
}
}
}
// Convert to array
String[] permutations = list.toArray(new String[0]);
// Display
System.out.println(Arrays.toString(permutations));
}
}
Output:
[adg, adh, adi, aeg, aeh, aei, afg, afh, afi, bdg, bdh, bdi, beg, beh, bei, bfg, bfh, bfi, cdg, cdh, cdi, ceg, ceh, cei, cfg, cfh, cfi]
I am trying to make a script that will take a set of Words (custom class), organize them alphabetically into an array by their text value (this part works). From here I was going to count how many terms ahead of it are the same as it, and that will be the frequency for all those similar terms. Then it continues to do this till each element in the array has been assigned a frequency. From here it re sorts the elements back into their original position provided a pre stored variable that holds their original element order. Here is the code:
public void setFrequencies() {
List<Word> dupeWordList;
dupeWordList = new ArrayList<>(wordList);
dupeWordList.removeAll(Collections.singleton(null));
Collections.sort(dupeWordList, (Word one, Word other) -> one.getValue().compareTo(other.getValue()));
int count;
int currElement;
for(currElement = 0; currElement < dupeWordList.size(); currElement++) {
count = 1;
Word tempWord = dupeWordList.get(currElement);
tempWord.setFrequency(count);
if(currElement+1 <= dupeWordList.size() - 1) {
Word nextWord = dupeWordList.get(currElement+1);
while(tempWord.getValue().equals(nextWord.getValue())) {
count++;
currElement++;
tempWord.setFrequency(count);
for(int e = 0; e < count - 1; e++) {
Word middleWord = new Word();
if(currElement-count+2+e < dupeWordList.size() - 1) {
middleWord = dupeWordList.get(currElement-count+2+e);
}
middleWord.setFrequency(count);
}
if(currElement+1 <= dupeWordList.size() - 1) {
nextWord = dupeWordList.get(currElement+1);
} else {
break;
}
}
break;
}
}
List<Word> reSortedList = new ArrayList<>(wordList);
Word fillWord = new Word();
fillWord.setFrequency(0);
fillWord.setValue(null);
Collections.fill(reSortedList, fillWord);
for(int i = 0; i < dupeWordList.size(); i++) {
Word word = dupeWordList.get(i);
int wordOrder = word.getOrigOrder();
reSortedList.set(wordOrder, word);
}
System.out.println(Arrays.toString(DebugFreq(reSortedList)));
setWordList(reSortedList);
}
public int[] DebugFreq(List<Word> rSL) {
int[] results = new int[rSL.size()];
for(int i=0; i < results.length; i++) {
results[i] = rSL.get(i).getFrequency();
}
return results;
}
As you can see I set up a little debug method at the bottom. When I run this method is shows that every word was given a frequency of 1. I cant see the issue in my code, nor does it get any errors. Keep in mind I have had it display the sorted dupeWordList and it does correctly alphabetize and their are consecutive duplicate elements in it so this should not be happening.
So If I understand you correctly.. below code would be your solution.
Okay You have a list which is having a strings (terms or words) which are sorted in alphabetical Order.
// Okay the below list is already sorted in alphabetical order.
List<String> dupeWordList = new ArrayList<>(wordList);
To count the Frequency of words in your list, Map<String, Integer> might help you as below.
//Take a Map with Integer as value and String as key.
Map<String,Integer> result = new HashMap<String,Integer> ();
//Iterate your List
for(String s : dupeWordList)
{
if(map.containskey(s))
{
map.put(s,map.get(s)+1);
// Please consider casting here.
}else
{
map.put(s,1);
}
}
Okay now we have a map which is having the frequency of your words or terms as value in your map.
Hope it helps.
I have a sentence: Humpty Dumpty sat on a wall.
I want the strings to swap positions such that : Dumpty Humpty on sat wall a.
So the code that I wrote is following :
import java.util.*;
public class Swap{
public static void main(String []args) {
ArrayList<String> sentence = new ArrayList<String>();
sentence.add("Humpty");
sentence.add("Dumpty");
sentence.add("sat");
sentence.add("on");
sentence.add("a");
sentence.add("wall");
int size = sentence.size() ; // for finding size of array list
int numb ;
if(size%2 == 0) {
numb = 1;
}
else {
numb = 0;
}
ArrayList<String> newSentence = new ArrayList<String>();
if(numb == 1) {
for(int i = 0; i <= size ; i = i+2) {
String item = sentence.get(i);
newSentence.add(i+1, item);
}
for(int i = 1; i<=size ; i = i+2) {
String item2 = sentence.get(i);
newSentence.add(i-1, item2);
}
System.out.println(newSentence);
}
else {
System.out.println(sentence);
}
}
}
The code is compiling correct but when I run it, its giving an error.
What i understand of this is that I am adding strings to the array list leaving positions in between. Like adding at position 3 without filling position 2 first. How do I overcome this problem ?
You're correct about your problem - you're trying to insert an element into index 1 before inserting an element at all (at index 0), and you get an IndexOutOfBoundsException.
If you want to use your existing code to achieve this task, simply have just one loop as such:
if(numb == 1) {
for(int i = 0; i < size-1 ; i = i+2) {
String item = sentence.get(i+1);
newSentence.add(i, item);
item = sentence.get(i);
newSentence.add(i+1, item);
}
}
If you want to be a bit more sophisticated a use Java's built-in functions, you can use swap:
for(int i = 0; i < size-1 ; i = i+2) {
Collections.swap(sentence, i, i+1);
}
System.out.println(sentence);
You can initilize newSentence using:
ArrayList<String> newSentence = new ArrayList<String>(Collections.nCopies(size, ""));
This will let you access/skip any position in between 0 and size. So you can keep your rest of the code as it is.
just remember all index are being populated with empty String here.
That is because:
for(int i = 0; i <= size ; i = i+2) {
String item = sentence.get(i);
newSentence.add(i+1, item);//Here you will face java.lang.IndexOutOfBoundsException
}
for(int i = 1; i<=size ; i = i+2) {
String item2 = sentence.get(i);
newSentence.add(i-1, item2);//Here you will face java.lang.IndexOutOfBoundsException
}
instead of this, try following code:
if(numb == 1) {
for(int i = 0; i < size-1 ; i +=2) {
Collections.swap(sentence, i, i+1);
}
}
I'm trying to insert a word into an alphabetically sorted array of words. the code below converts the array to an arraylist and inserts the word into the right place. However, if the word to be inserted has to go at the very end, it doesn't get inserted. For the last for loop, I tried setting the condition to <= aList.size () but i get an a ArrayList.rangeCheck and ArrayList.get exception. Any help would be appreciated.
import java.util.*;
public class insertSort {
public static void main(String args []) {
String [] sortedArray = new String [] {"aa", "ball", "dog", "zebra", "zzz"};
ArrayList <String> aList = new ArrayList <String> (); //create new arraylist
for (int i=0; i < sortedArray.length; i++){
String temp = sortedArray [i];
aList.add(temp);
}
System.out.println(aList);
String word = "zzzz";
for (int i =0; i < aList.size();i++) {
String temp = aList.get(i);
int comparisonResult = word.compareTo(temp) ;
if (comparisonResult < 0 | comparisonResult == 0) {
aList.add(i , word);
break;}
}
System.out.println(aList);
}
}
Use a boolean to record whether you successfully inserted the word ahead of any others, and if not, add it to the end of the array:
boolean wasInserted = false;
for (int i =0; i < aList.size();i++) {
String temp = aList.get(i);
int comparisonResult = word.compareTo(temp) ;
if (comparisonResult < 0 || comparisonResult == 0) {
aList.add(i , word);
wasInserted = true;
break;
}
}
if(!wasInserted) {
aList.add(word);
}
The for loop will only add the new word to the List if the word comes alphabetically before another word or if it equals another word in your list. In the case of
String word = "zzzz";
This does come alphabetically before another or equal another word so it is not added.
You need to add some sort of check to see if the work was added and if not, call
aList.add(word)
to add the new word to the end of the list.
What kind of approch could be an easy way to find the given words on a puzzle like this? I'm using Java. Thanks for help.
Interesting question. I would solve this by first building a list of "possible word holders" (sequences of characters which can possibly hold one of the given words) by traversing the puzzle horizontally, vertically and diagonally (in both directions). I would then see if the given words (or their reverse) are present (using contains() method in Java) in each of the obtained "possible word holders". Here is the code I wrote in Java. I haven't tested it properly, but I guess it works!
import java.util.HashSet;
import java.util.LinkedHashSet;
import java.util.Set;
public class WordPuzzle {
public Set<String> findWords(char[][] puzzle, Set<String> words) {
Set<String> foundWords = new HashSet<String>();
int minimumWordLength = findMinimumWordLength(words);
Set<String> possibleWords = findPossibleWords(puzzle, minimumWordLength);
for(String word : words) {
for(String possibleWord : possibleWords) {
if(possibleWord.contains(word) || possibleWord.contains(new StringBuffer(word).reverse())) {
foundWords.add(word);
break;
}
}
}
return foundWords;
}
private int findMinimumWordLength(Set<String> words) {
int minimumLength = Integer.MAX_VALUE;
for(String word : words) {
if(word.length() < minimumLength)
minimumLength = word.length();
}
return minimumLength;
}
private Set<String> findPossibleWords(char[][] puzzle, int minimumWordLength) {
Set<String> possibleWords = new LinkedHashSet<String>();
int dimension = puzzle.length; //Assuming puzzle is square
if(dimension >= minimumWordLength) {
/* Every row in the puzzle is added as a possible word holder */
for(int i = 0; i < dimension; i++) {
if(puzzle[i].length >= minimumWordLength) {
possibleWords.add(new String(puzzle[i]));
}
}
/* Every column in the puzzle is added as a possible word holder */
for(int i = 0; i < dimension; i++) {
StringBuffer temp = new StringBuffer();
for(int j = 0; j < dimension; j++) {
temp = temp.append(puzzle[j][i]);
}
possibleWords.add(new String(temp));
}
/* Adding principle diagonal word holders */
StringBuffer temp1 = new StringBuffer();
StringBuffer temp2 = new StringBuffer();
for(int i = 0; i < dimension; i++) {
temp1 = temp1.append(puzzle[i][i]);
temp2 = temp2.append(puzzle[i][dimension - i - 1]);
}
possibleWords.add(new String(temp1));
possibleWords.add(new String(temp2));
/* Adding non-principle diagonal word holders */
for(int i = 1; i < dimension - minimumWordLength; i++) {
temp1 = new StringBuffer();
temp2 = new StringBuffer();
StringBuffer temp3 = new StringBuffer();
StringBuffer temp4 = new StringBuffer();
for(int j = i, k = 0; j < dimension && k < dimension; j++, k++) {
temp1 = temp1.append(puzzle[j][k]);
temp2 = temp2.append(puzzle[k][j]);
temp3 = temp3.append(puzzle[dimension - j - 1][k]);
temp4 = temp4.append(puzzle[dimension - k - 1][j]);
}
possibleWords.add(new String(temp1));
possibleWords.add(new String(temp2));
possibleWords.add(new String(temp3));
possibleWords.add(new String(temp4));
}
}
return possibleWords;
}
public static void main(String args[]) {
WordPuzzle program = new WordPuzzle();
char[][] puzzle = {
{'F','Y','Y','H','N','R','D'},
{'R','L','J','C','I','N','U'},
{'A','A','W','A','A','H','R'},
{'N','T','K','L','P','N','E'},
{'C','I','L','F','S','A','P'},
{'E','O','G','O','T','P','N'},
{'H','P','O','L','A','N','D'}
};
Set<String> words = new HashSet<String>();
words.add("FRANCE");
words.add("POLAND");
words.add("INDIA");
words.add("JAPAN");
words.add("USA");
words.add("HOLLAND");
Set<String> wordsFound = program.findWords(puzzle, words);
for(String word : wordsFound) {
System.out.println(word);
}
}
}
In general, I say use the most naive approach unless your puzzles are going to be large. I wouldn't optimize anything that takes less than 0.1s, but thats just me.
foreach box
for all directions
grab the string of characters in that direction
lookup a dictionary
I think the smarts can be in how you design your dictionary. In this case, I would do a multi-level hash table where characters pick which hash table to look at the next level.
I would put the word list into a Trie, then do a search from all squares in all directions.
The easiest approach (conceptualy) is to simply enumerate all possible words in your array and check all of then in a dictionnary. A dictionnary behing a map, an array of string... or a real dictionnary downloaded from the internet.
As an exemple here is the code to find all possible word horizontally... Adding other direction is just more work :
import java.util.HashSet;
import java.util.Set;
public class WordFinder {
public static void main(String[] args) {
String[][] words = { { "F", "Y", "Y", "H", "N", "R", "D" },
{ "R", "L", "J", "C", "I", "N", "U" },
...};
Set<String> dictionnary = new HashSet<String>();
dictionnary.add(...);
Set<String> wordsFound = findWords(words, dictionnary);
...
}
/**
* Find all words in the specified array present in the dictionnary.
*
*/
private static Set<String> findWords(String[][] words, Set<String> dictionnary) {
Set<String> wordsFound = new HashSet<String>();
// Find all possible words horizontally :
int nbrRows = words.length;
int nbrCol = words[0].length; // We suppose we have at least one row and all row have same lengh
// Iterate through all rows
for (int currentRow = 0; currentRow < nbrRows; currentRow++) {
// Iterate through all possible starting position in the current row.
for (int beginWordIndex = 0; beginWordIndex < nbrCol; beginWordIndex++) {
// Iterate then through all possible ending positions in the current row, so to deal with word of any lengh.
for (int endWordIndex = beginWordIndex; endWordIndex < nbrCol; endWordIndex++) {
// Construct a word from the begin/end indexes :
String currentWord = getWordInRow(words, currentRow, beginWordIndex, endWordIndex);
// Check if the word candidate really exist, if yes, store it in the wordsFound variable.
if (dictionnary.contains(currentWord)) {
wordsFound.add(currentWord);
}
// The reverse
String reverseWord = reverseString(currentWord);
// Check if the reverse word really exist, if yes, store it in the wordsFound variable.
if (dictionnary.contains(reverseWord)) {
wordsFound.add(currentWord);
}
}
}
}
// Don't forget vertically and in diagonals too... Same principe.
return wordsFound;
}
/**
* Return a word "candidate" in the specified row, starting at beginIndex and finishing at endIndex.
*/
private static String getWordInRow(String[][] words, int row, int beginIndex, int endIndex) {
String currentWord = "";
int currentPosition = beginIndex;
while (currentPosition <= endIndex) {
currentWord += words[row][currentPosition];
}
return currentWord;
}
/**
* Return the reverse of a String
*/
private static String reverseString(String string) {
String result = "";
for (int i = string.length()-1; i >=0;i++) {
result+= string.charAt(i);
}
return result;
}
}
This is not the best, most effective solution. But it is conceptually simple.
EDIT :
reverse order: see edited code. Just write a function that can reverse a word. Because we already have all posible word in normal order, reversing them is enough to have words in reverse order.
Diagonals : I'am sure you can do it if you have understood the code I have already put. I will not do your homework or do your testing in place of you. Try to figure how you would do it with a paper and a pen. How would you do it if you had to do it by hand. Then from that, write your solution ;)