/* This file contains utilities shared between the different training scripts. In particular, we define a series of macros xxxCheck that call the corresponding C standard library function and check its return code. If an error was reported, the program prints some debug information and exits. */ #ifndef UTILS_H #define UTILS_H #include #include #include #include #include // implementation of dirent for Windows is in dev/unistd.h #ifndef _WIN32 #include #include #endif // ---------------------------------------------------------------------------- // fread convenience utils, with nice handling of error checking using macros // simple replace fopen, fread, fclose, fseek // with fopenCheck, freadCheck, fcloseCheck, fseekCheck extern inline FILE *fopen_check(const char *path, const char *mode, const char *file, int line) { FILE *fp = fopen(path, mode); if (fp == NULL) { fprintf(stderr, "Error: Failed to open file '%s' at %s:%d\n", path, file, line); fprintf(stderr, "Error details:\n"); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); fprintf(stderr, " Path: %s\n", path); fprintf(stderr, " Mode: %s\n", mode); fprintf(stderr, "---> HINT 1: dataset files/code have moved to dev/data recently (May 20, 2024). You may have to mv them from the legacy data/ dir to dev/data/(dataset), or re-run the data preprocessing script. Refer back to the main README\n"); fprintf(stderr, "---> HINT 2: possibly try to re-run `python train_gpt2.py`\n"); exit(EXIT_FAILURE); } return fp; } #define fopenCheck(path, mode) fopen_check(path, mode, __FILE__, __LINE__) extern inline void fread_check(void *ptr, size_t size, size_t nmemb, FILE *stream, const char *file, int line) { size_t result = fread(ptr, size, nmemb, stream); if (result != nmemb) { if (feof(stream)) { fprintf(stderr, "Error: Unexpected end of file at %s:%d\n", file, line); } else if (ferror(stream)) { fprintf(stderr, "Error: File read error at %s:%d\n", file, line); } else { fprintf(stderr, "Error: Partial read at %s:%d. Expected %zu elements, read %zu\n", file, line, nmemb, result); } fprintf(stderr, "Error details:\n"); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); fprintf(stderr, " Expected elements: %zu\n", nmemb); fprintf(stderr, " Read elements: %zu\n", result); exit(EXIT_FAILURE); } } #define freadCheck(ptr, size, nmemb, stream) fread_check(ptr, size, nmemb, stream, __FILE__, __LINE__) extern inline void fclose_check(FILE *fp, const char *file, int line) { if (fclose(fp) != 0) { fprintf(stderr, "Error: Failed to close file at %s:%d\n", file, line); fprintf(stderr, "Error details:\n"); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); exit(EXIT_FAILURE); } } #define fcloseCheck(fp) fclose_check(fp, __FILE__, __LINE__) extern inline void sclose_check(int sockfd, const char *file, int line) { if (close(sockfd) != 0) { fprintf(stderr, "Error: Failed to close socket at %s:%d\n", file, line); fprintf(stderr, "Error details:\n"); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); exit(EXIT_FAILURE); } } #define scloseCheck(sockfd) sclose_check(sockfd, __FILE__, __LINE__) #ifdef _WIN32 extern inline void closesocket_check(int sockfd, const char *file, int line) { if (closesocket(sockfd) != 0) { fprintf(stderr, "Error: Failed to close socket at %s:%d\n", file, line); fprintf(stderr, "Error details:\n"); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); exit(EXIT_FAILURE); } } #define closesocketCheck(sockfd) closesocket_check(sockfd, __FILE__, __LINE__) #endif extern inline void fseek_check(FILE *fp, long off, int whence, const char *file, int line) { if (fseek(fp, off, whence) != 0) { fprintf(stderr, "Error: Failed to seek in file at %s:%d\n", file, line); fprintf(stderr, "Error details:\n"); fprintf(stderr, " Offset: %ld\n", off); fprintf(stderr, " Whence: %d\n", whence); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); exit(EXIT_FAILURE); } } #define fseekCheck(fp, off, whence) fseek_check(fp, off, whence, __FILE__, __LINE__) extern inline void fwrite_check(void *ptr, size_t size, size_t nmemb, FILE *stream, const char *file, int line) { size_t result = fwrite(ptr, size, nmemb, stream); if (result != nmemb) { if (feof(stream)) { fprintf(stderr, "Error: Unexpected end of file at %s:%d\n", file, line); } else if (ferror(stream)) { fprintf(stderr, "Error: File write error at %s:%d\n", file, line); } else { fprintf(stderr, "Error: Partial write at %s:%d. Expected %zu elements, wrote %zu\n", file, line, nmemb, result); } fprintf(stderr, "Error details:\n"); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); fprintf(stderr, " Expected elements: %zu\n", nmemb); fprintf(stderr, " Written elements: %zu\n", result); exit(EXIT_FAILURE); } } #define fwriteCheck(ptr, size, nmemb, stream) fwrite_check(ptr, size, nmemb, stream, __FILE__, __LINE__) // ---------------------------------------------------------------------------- // malloc error-handling wrapper util extern inline void *malloc_check(size_t size, const char *file, int line) { void *ptr = malloc(size); if (ptr == NULL) { fprintf(stderr, "Error: Memory allocation failed at %s:%d\n", file, line); fprintf(stderr, "Error details:\n"); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); fprintf(stderr, " Size: %zu bytes\n", size); exit(EXIT_FAILURE); } return ptr; } #define mallocCheck(size) malloc_check(size, __FILE__, __LINE__) // ---------------------------------------------------------------------------- // check that all tokens are within range extern inline void token_check(const int* tokens, int token_count, int vocab_size, const char *file, int line) { for(int i = 0; i < token_count; i++) { if(!(0 <= tokens[i] && tokens[i] < vocab_size)) { fprintf(stderr, "Error: Token out of vocabulary at %s:%d\n", file, line); fprintf(stderr, "Error details:\n"); fprintf(stderr, " File: %s\n", file); fprintf(stderr, " Line: %d\n", line); fprintf(stderr, " Token: %d\n", tokens[i]); fprintf(stderr, " Position: %d\n", i); fprintf(stderr, " Vocab: %d\n", vocab_size); exit(EXIT_FAILURE); } } } #define tokenCheck(tokens, count, vocab) token_check(tokens, count, vocab, __FILE__, __LINE__) // ---------------------------------------------------------------------------- // I/O ops extern inline void create_dir_if_not_exists(const char *dir) { if (dir == NULL) { return; } struct stat st = {0}; if (stat(dir, &st) == -1) { if (mkdir(dir, 0700) == -1) { printf("ERROR: could not create directory: %s\n", dir); exit(EXIT_FAILURE); } printf("created directory: %s\n", dir); } } extern inline int find_max_step(const char* output_log_dir) { // find the DONE file in the log dir with highest step count if (output_log_dir == NULL) { return -1; } DIR* dir; struct dirent* entry; int max_step = -1; dir = opendir(output_log_dir); if (dir == NULL) { return -1; } while ((entry = readdir(dir)) != NULL) { if (strncmp(entry->d_name, "DONE_", 5) == 0) { int step = atoi(entry->d_name + 5); if (step > max_step) { max_step = step; } } } closedir(dir); return max_step; } extern inline int ends_with_bin(const char* str) { // checks if str ends with ".bin". could be generalized in the future. if (str == NULL) { return 0; } size_t len = strlen(str); const char* suffix = ".bin"; size_t suffix_len = strlen(suffix); if (len < suffix_len) { return 0; } int suffix_matches = strncmp(str + len - suffix_len, suffix, suffix_len) == 0; return suffix_matches; } #endif