This program aims to generate text based on a Markov chain model using input from a CSV file. The CSV contains word sequences with their frequencies. The program should:
Read the CSV file and build a matrix structure.
Allow the user to specify a starting word or randomly select one based on punctuation.
Generate a specified number of words using probabilistic selection based on the frequencies in the CSV.
Use clock-based randomization for word selection.
However, the program enters an indeterminate loop, preventing any debugging or error analysis. There are potential issues with memory management, CSV parsing, or the probabilistic word selection algorithm. The code’s complexity makes it challenging to create a minimized version for debugging.
We’re seeking assistance from someone with a keen eye to identify potential issues in the code, particularly around memory management, file parsing, or the core algorithm implementation.
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <stdbool.h>
#include <time.h>
// Structure to represent a word and its properties
typedef struct {
char word[30];
float frequency;
int occurrence;
int x;
int y;
} WordNode;
// Structure to represent the matrix of words
typedef struct {
WordNode** list;
int* x;
int y;
} WordMatrix;
// Structure for the trie-like dictionary
struct AlphabetNode {
struct AlphabetNode* subAlphabet[31];
WordNode *word;
};
typedef struct AlphabetNode Dictionary;
// Function prototypes
Dictionary* deallocateDict(Dictionary* dict);
int getASCIIIndex(char character);
bool compareStrings(char* string1, char* string2);
int operativeSearch(char string[], int index, Dictionary* dict, int y, WordMatrix* m);
void printGeneratedText(char startWord[30], WordMatrix m, Dictionary* dictionary, int y, int wordsToGenerate, int generatedWordCount, FILE* outputFile);
// Main function
int main() {
Dictionary* dictionary = (Dictionary*)calloc(1, sizeof(Dictionary));
dictionary->word = (WordNode*)malloc(sizeof(WordNode));
FILE *inputFile = fopen("input.csv", "r");
if (inputFile == NULL) {
fprintf(stderr, "Error opening input file.n");
return 1;
}
FILE *outputFile = fopen("output.txt", "w");
WordMatrix matrix;
matrix.y = 0;
matrix.list = NULL;
matrix.x = NULL;
char chosenWord[30] = "";
int wordsToGenerate;
wordsToGenerate = 30;
int* punctuationIndices = NULL;
int capitalCount = 0;
punctuationIndices = malloc(sizeof(int));
// Read the CSV file and build the matrix
while (true) {
char character = fgetc(inputFile);
if (character == EOF) {
break;
}
fseek(inputFile, -1, SEEK_CUR);
matrix.y++;
matrix.list = realloc(matrix.list, matrix.y * sizeof(WordNode*));
matrix.x = realloc(matrix.x, matrix.y * sizeof(int));
matrix.list[matrix.y - 1] = NULL;
matrix.x[matrix.y - 1] = 0;
while (character != 'n' && character != EOF) {
matrix.x[matrix.y - 1]++;
matrix.list[matrix.y - 1] = realloc(matrix.list[matrix.y - 1], matrix.x[matrix.y - 1] * sizeof(WordNode));
fseek(inputFile, -1, SEEK_CUR);
fscanf(inputFile,"n");
if (fscanf(inputFile, "%30[^,],", matrix.list[matrix.y - 1][matrix.x[matrix.y - 1] - 1].word) == 1) {
if ((matrix.x[matrix.y - 1] - 1) == 0) {
operativeSearch(matrix.list[matrix.y - 1][matrix.x[matrix.y - 1] - 1].word, 0, dictionary, matrix.y - 1, &matrix);
if (matrix.list[matrix.y - 1][0].word[0] == '.' ||
matrix.list[matrix.y - 1][0].word[0] == '!' ||
matrix.list[matrix.y - 1][0].word[0] == '?'){
punctuationIndices[capitalCount] = matrix.y - 1;
printf("start indices: %dn", punctuationIndices[capitalCount]);
capitalCount++;
punctuationIndices = realloc(punctuationIndices, capitalCount * sizeof(int));
}
}
}
if (fscanf(inputFile, "%f,", &matrix.list[matrix.y - 1][matrix.x[matrix.y - 1] - 1].frequency) == 1) {
}
character = fgetc(inputFile);
}
}
// Generate text
if(chosenWord[0] != ''){
int y = operativeSearch(chosenWord, 0, dictionary, 0, &matrix);
if(y == -1){
printf("Invalid starting word");
}
else{
printGeneratedText(chosenWord, matrix, dictionary, y, wordsToGenerate, 0, outputFile);
}
}
else{
int len = capitalCount;
srand(clock());
int randomIndex = rand() % len;
int punctuationIndex = punctuationIndices[randomIndex];
for(int i = 1; i <= matrix.x[punctuationIndex]; i++){
int y = operativeSearch(matrix.list[punctuationIndex][i].word, 0, dictionary, punctuationIndex, &matrix);
printGeneratedText(matrix.list[punctuationIndex][i].word, matrix, dictionary, y, wordsToGenerate, 0, outputFile);
break;
}
}
// Memory deallocation
for (int i = 0; i <= 2; i++) {
free(matrix.list[i]);
}
free(matrix.list);
free(matrix.x);
for (int i = 0; i < 30; i++) {
dictionary->subAlphabet[i] = deallocateDict(dictionary->subAlphabet[i]);
}
free(dictionary->word);
free(dictionary);
return 0;
}
// Function to deallocate the dictionary
Dictionary* deallocateDict(Dictionary* dict) {
if (dict == NULL) {
return NULL;
}
for (int i = 0; i < 30; i++) {
dict->subAlphabet[i] = deallocateDict(dict->subAlphabet[i]);
}
free(dict->word);
free(dict);
return NULL;
}
Can you help analyze this code and suggest potential areas of improvement or identify the source of the infinite loop?