Validating Java Spellcheck Using Hash Tables

Question

I do not want any codes. I really want to learn logic myself, but I need to point to the right direction. Pseudo code is fine. I basically need to create a spellcheck using hash tables as my main data structure. I know that this is not the best data structure to work with, but this is what I was tasked with doing. Words with correct spelling will be obtained from a text file. Please tell us how to approach the problem.

The way I'm going to do this:

• I assume that I need to create an ADT class that accepts string words.

• I need a main class that reads a dictionary text file and accepts a sentence entered by the user. This class then scans this line of words, and then puts each word in an ArrayList, marking spaces between words. The boolean method then passes each word to the Arraylist class, which will handle spelling errors and return if the word is valid or false.

• I believe that I need to create a class that generates spelling errors from a list of words and stores them in a hash table? There will be a boolean method that takes a string parameter that checks the table if the word is valid and returns true or false.

When creating spelling errors, the key concepts that I will have to look for will be: (Take, for example, the word “Hello”)

• Missing characters. For example. "Ello", "Helo"
• A mixed version of the word. For example. "ehllo", "helol"
• Phonetic spelling. For example. 'fello' ('f' for 'h')

How can I improve this thinking?

CHANGE! This is what I came up with with a HashSet

/**
 * The main program that loads the correct dictionary spellings 
 * and takes input to be analyzed from user.
 * @author Catherine Austria
 */
public class SpellChecker {
    private static String stringInput; // input to check;
    private static String[] checkThis; // the stringInput turned array of words to check.
    public static HashSet dictionary; // the dictionary used

    /**
     * Main method.
     * @param args Argh!
     */
    public static void main(String[] args) {
        setup();
    }//end of main
    /**
     * This method loads the dictionary and initiates the checks for errors in a scanned input.
     */
    public static void setup(){
        int tableSIZE=59000;
        dictionary = new HashSet(tableSIZE);
        try {
            //System.out.print(System.getProperty("user.dir"));//just to find user working directory;
            // I combined FileReader into the BufferReader statement
            //the file is located in edu.frostburg.cosc310
            BufferedReader bufferedReader = new BufferedReader(new FileReader("./dictionary.txt"));
            String line = null; // notes one line at a time
            while((line = bufferedReader.readLine()) != null) {
                dictionary.add(line);//add dictinary word in
            }
            prompt();
            bufferedReader.close(); //close file        
        }
        catch(FileNotFoundException ex) {
            ex.printStackTrace();//print error             
        }
        catch(IOException ex) {
            ex.printStackTrace();//print error
        }
    }//end of setUp
    /**
     * Just a prompt for auto generated tests or manual input test.
     */
    public static void prompt(){
        System.out.println("Type a number from below: ");
        System.out.println("1. Auto Generate Test\t2.Manual Input\t3.Exit");
        Scanner theLine = new Scanner(System.in);
        int choice = theLine.nextInt(); // for manual input
        if(choice==1) autoTest();
        else if(choice==2) startwInput();
        else if (choice==3) System.exit(0);
        else System.out.println("Invalid Input. Exiting.");
    }
    /**
     * Manual input of sentence or words.
     */
    public static void startwInput(){
        //printDictionary(bufferedReader); // print dictionary
        System.out.println("Spell Checker by C. Austria\nPlease enter text to check: ");
        Scanner theLine = new Scanner(System.in);
        stringInput = theLine.nextLine(); // for manual input
        System.out.print("\nYou have entered this text: "+stringInput+"\nInitiating Check..."); 
        /*------------------------------------------------------------------------------------------------------------*/
        //final long startTime = System.currentTimeMillis(); //speed test
        WordFinder grammarNazi = new WordFinder(); //instance of MisSpell
        splitString(removePunctuation(stringInput));//turn String line to String[]
        grammarNazi.initialCheck(checkThis);
        //final long endTime = System.currentTimeMillis();
        //System.out.println("Total execution time: " + (endTime - startTime) );
    }//end of startwInput
    /**
     * Generates a testing case.
     */
    public static void autoTest(){
        System.out.println("Spell Checker by C. Austria\nThis sentence is being tested:\nThe dog foud my hom. And m ct hisse xdgfchv!@# ");
        WordFinder grammarNazi = new WordFinder(); //instance of MisSpell
        splitString(removePunctuation("The dog foud my hom. And m ct hisse xdgfchv!@# "));//turn String line to String[]
        grammarNazi.initialCheck(checkThis);
    }//end of autoTest

    /**
     * This method prints the entire dictionary. 
     * Was used in testing.
     * @param bufferedReader the dictionary file
     */
    public static void printDictionary(BufferedReader bufferedReader){
        String line = null; // notes one line at a time
        try{
            while((line = bufferedReader.readLine()) != null) {
                System.out.println(line);
            }
        }catch(FileNotFoundException ex) {
            ex.printStackTrace();//print error             
        }
        catch(IOException ex) {
            ex.printStackTrace();//print error
        }
    }//end of printDictionary

    /**
     * This methods splits the passed String and puts them into a String[]
     * @param sentence The sentence that needs editing.
     */
    public static void splitString(String sentence){
        // split the sentence in between " " aka spaces
        checkThis = sentence.split(" ");
    }//end of splitString

    /**
     * This method removes the punctuation and capitalization from a string.
     * @param sentence The sentence that needs editing.
     * @return the edited sentence.
     */
    public static String removePunctuation(String sentence){
        String newSentence; // the new sentence
        //remove evil punctuation and convert the whole line to lowercase
        newSentence = sentence.toLowerCase().replaceAll("[^a-zA-Z\\s]", "").replaceAll("\\s+", " ");
        return newSentence;
    }//end of removePunctuation
}

This class checks for misspellings

public class WordFinder extends SpellChecker{
    private int wordsLength;//length of String[] to check
    private List<String> wrongWords = new ArrayList<String>();//stores incorrect words

    /**
     * This methods checks the String[] for spelling errors. 
     * Hashes each index in the String[] to see if it is in the dictionary HashSet
     * @param words String list of misspelled words to check
     */
    public void initialCheck(String[] words){
        wordsLength=words.length;

        System.out.println();
        for(int i=0;i<wordsLength;i++){
            //System.out.println("What I'm checking: "+words[i]); //test only
            if(!dictionary.contains(words[i])) wrongWords.add(words[i]);
        } //end for
        //manualWordLookup(); //for testing dictionary only
        if (!wrongWords.isEmpty()) {
            System.out.println("Mistakes have been made!");
            printIncorrect();
        } //end if
        if (wrongWords.isEmpty()) {
            System.out.println("\n\nMove along. End of Program.");
        } //end if
    }//end of initialCheck

    /**
     * This method that prints the incorrect words in a String[] being checked and generates suggestions.
     */
    public void printIncorrect(){//delete this guy
        System.out.print("These words [ ");
        for (String wrongWord : wrongWords) {
            System.out.print(wrongWord + " ");
        }//end of for
        System.out.println("]seems incorrect.\n");
        suggest();
    }//end of printIncorrect

    /**
     * This method gives suggestions to the user based on the wrong words she/he misspelled.
     */
    public void suggest(){
        MisSpell test = new MisSpell();
        while(!wrongWords.isEmpty()&&test.possibilities.size()<=5){
            String wordCheck=wrongWords.remove(0);
            test.generateMispellings(wordCheck);
            //if the possibilities size is greater than 0 then print suggestions
            if(test.possibilities.size()>=0) test.print(test.possibilities);
        }//end of while
    }//end of suggest

    /*ENTERING TEST ZONE*/
    /**
     * This allows a tester to look thorough the dictionary for words if they are valid; and for testing only.
     */
    public void manualWordLookup(){
        System.out.print("Enter 'ext' to exit.\n\n");
        Scanner line = new Scanner(System.in);
        String look=line.nextLine();
        do{
        if(dictionary.contains(look)) System.out.print(look+" is valid\n");
        else System.out.print(look+" is invalid\n");
        look=line.nextLine();
        }while (!look.equals("ext"));
    }//end of manualWordLookup
}
/**
 * This is the main class responsible for generating misspellings.
 * @author Catherine Austria
 */
public class MisSpell extends SpellChecker{
    public List<String> possibilities = new ArrayList<String>();//stores possible suggestions
    private List<String> tempHolder = new ArrayList<String>(); //telps for the transposition method
    private int Ldistance=0; // the distance related to the two words
    private String wrongWord;// the original wrong word.

    /**
     * Execute methods that make misspellings.
     * @param wordCheck the word being checked.
     */
    public void generateMispellings(String wordCheck){
        wrongWord=wordCheck;
        try{
            concatFL(wordCheck);
            concatLL(wordCheck);
            replaceFL(wordCheck);
            replaceLL(wordCheck);
            deleteFL(wordCheck);
            deleteLL(wordCheck);
            pluralize(wordCheck);
            transposition(wordCheck);
        }catch(StringIndexOutOfBoundsException e){ 
            System.out.println();
        }catch(ArrayIndexOutOfBoundsException e){
            System.out.println();
        }


    }

    /**
     * This method concats the word behind each of the alphabet letters and checks if it is in the dictionary. 
     * FL for first letter
     * @param word the word being manipulated.
     */
    public void concatFL(String word){
        char cur; // current character
        String tempWord=""; // stores temp made up word
        for(int i=97;i<123;i++){
            cur=(char)i;//assign ASCII from index i value
            tempWord+=cur;
            //if the word is in the dictionary then add it to the possibilities list
            tempWord=tempWord.concat(word); //add passed String to end of tempWord
            checkDict(tempWord); //check to see if in dictionary
            tempWord="";//reset temp word to contain nothing
        }//end of for
    }//end of concatFL

    /**
     * This concatenates the alphabet letters behind each of the word and checks if it is in the dictionary. LL for last letter.
     * @param word the word being manipulated.
     */
    public void concatLL(String word){
        char cur; // current character
        String tempWord=""; // stores temp made up word
        for(int i=123;i>97;i--){
            cur=(char)i;//assign ASCII from index i value
            tempWord=tempWord.concat(word); //add passed String to end of tempWord
            tempWord+=cur;
            //if the word is in the dictionary then add it to the possibilities list
            checkDict(tempWord);
            tempWord="";//reset temp word to contain nothing
        }//end of for
    }//end of concatLL

    /**
     * This method replaces the first letter (FL) of a word with alphabet letters.
     * @param word the word being manipulated.
     */
    public void replaceFL(String word){
        char cur; // current character
        String tempWord=""; // stores temp made up word
        for(int i=97;i<123;i++){
            cur=(char)i;//assign ASCII from index i value
            tempWord=cur+word.substring(1,word.length()); //add the ascii of i ad the substring of the word from index 1 till the word last index
            checkDict(tempWord);
            tempWord="";//reset temp word to contain nothing
        }//end of for
    }//end of replaceFL

    /**
     * This method replaces the last letter (LL) of a word with alphabet letters
     * @param word the word being manipulated.
     */
    public void replaceLL(String word){
        char cur; // current character
        String tempWord=""; // stores temp made up word
        for(int i=97;i<123;i++){
            cur=(char)i;//assign ASCII from index i value
            tempWord=word.substring(0,word.length()-1)+cur; //add the ascii of i ad the substring of the word from index 1 till the word last index
            checkDict(tempWord);
            tempWord="";//reset temp word to contain nothing
        }//end of for
    }//end of replaceLL

    /**
     * This deletes first letter and sees if it is in dictionary
     * @param word the word being manipulated.
     */
    public void deleteFL(String word){
        String tempWord=word.substring(1,word.length()-1); // stores temp made up word
        checkDict(tempWord);
        //print(possibilities);
    }//end of deleteFL

    /**
     * This deletes last letter and sees if it is in dictionary
     * @param word the word being manipulated.
     */
    public void deleteLL(String word){
        String tempWord=word.substring(0,word.length()-1); // stores temp made up word
        checkDict(tempWord);
        //print(possibilities);
    }//end of deleteLL

    /**
     * This method pluralizes a word input
     * @param word the word being manipulated.
     */
    public void pluralize(String word){
        String tempWord=word+"s";
        checkDict(tempWord);
    }//end of pluralize

    /**
     * It purpose is to check a word if it is in the dictionary. 
     * If it is, then add it to the possibilities list.
     * @param word the word being checked.
     */
    public void checkDict(String word){
        if(dictionary.contains(word)){//check to see if tempWord is in dictionary
            //if the tempWord IS in the dictionary, then check if it is in the possibilities list 
            //then if tempWord IS NOT in the list, then add tempWord to list
            if(!possibilities.contains(word)) possibilities.add(word);
        }
    }//end of checkDict

    /**
     * This method transposes letters of a word into different places.
     * Not the best implementation. This guy was my last minute addition.
     * @param word the word being manipulated.
     */
    public void transposition(String word){
        wrongWord=word;
        int wordLen=word.length();
        String[] mixer = new String[wordLen]; //String[] length of the passed word
        //make word into String[]
        for(int i=0;i<wordLen;i++){
            mixer [i]=word.substring(i,i+1);
        }
        shift(mixer);
    }//end of transposition

    /**
     * This method takes a string[] list then shifts the value in between 
     * the elements in the list and checks if in dictionary, adds if so. 
     * I agree that this is probably the brute force implementation.
     * @param mixer the String array being shifted around.
     */
    public void shift(String[] mixer){
        System.out.println();
        String wordValue="";
        for(int i=0;i<=tempHolder.size();i++){
            resetHelper(tempHolder);//reset the helper
            transposeHelper(mixer);//fill tempHolder
            String wordFirstValue=tempHolder.remove(i);//remove value at index in tempHolder
            for(int j=0;j<tempHolder.size();j++){
                int inttemp=0;
                String temp;
                while(inttemp<j){
                    temp=tempHolder.remove(inttemp);
                    tempHolder.add(temp);
                    wordValue+=wordFirstValue+printWord(tempHolder);
                    inttemp++;
                    if(dictionary.contains(wordValue)) if(!possibilities.contains(wordValue)) possibilities.add(wordValue);
                    wordValue="";
                }//end of while
            }//end of for
        }//end for
    }//end of shift

    /**
     * This method fills a list tempHolder with contents from String[]
     * @param wordMix the String array being shifted around.
     */
    public void transposeHelper(String[] wordMix){
        for(int i=0;i<wordMix.length;i++){
            tempHolder.add(wordMix[i]);
        }
    }//end of transposeHelper

    /**
     * This resets a list
     * @param thisList removes the content of a list
     */
    public void resetHelper(List<String> thisList){
        while(!thisList.isEmpty()) thisList.remove(0); //while list is not empty, remove first value
    }//end of resetHelper

    /**
     * This method prints out a list
     * @param listPrint the list to print out.
     */
    public void print(List<String> listPrint){
        if (possibilities.isEmpty()) {
            System.out.print("Can't seem to find any related words for "+wrongWord);
            return;
        }
        System.out.println("Maybe you meant these for "+wrongWord+": ");
        System.out.printf("%s", listPrint);
        resetHelper(possibilities);
    }//end of print

    /**
     * This returns a String word version of a list
     * @param listPrint the list to make into a word.
     * @return the generated word version of a list.
     */
    public String printWord(List<String> listPrint){
        Object[] suggests = listPrint.toArray();
        String theWord="";
        for(Object word: suggests){//form listPrint elements into a word
            theWord+=word;
        }
        return theWord;
    }//end of printWord
}

Answer 1

Instead of generating all possible errors in the dictionaries of your dictionary and adding them to the hash table, consider the possibility of making all possible changes (which you have already proposed) for the words entered by the user and checking if these words are in the dictionary file.

Answer 2

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