#include #include #include #include #include "util.h" #include "parse.h" #define MAX_FILE_SIZE 536870912 //1<<29; 0.5 GiB static void json_read( FILE *fp, Array *input, Array *out, char *in_keys[], size_t in_keys_size, char *out_keys[], size_t out_keys_size, bool read_output ); static void csv_read( FILE *fp, Array *input, Array *out, char *in_cols[], size_t in_cols_size, char *out_cols[], size_t out_cols_size, bool read_output, bool has_header, char separator ); static void csv_columns_select( double *dst_row, double *src_row, size_t selected_cols[], size_t cols_size, size_t src_cols_number); static void csv_readline_values( double *num_buffer, size_t num_buffer_length, char *line_buffer, size_t line_number, char separator); static void csv_keys2cols(size_t cols[], char *keys[], size_t keys_size); void file_read( char *filepath, Array *input, Array *out, char *in_keys[], size_t n_in_keys, char *out_keys[], size_t n_out_keys, bool read_output, char *file_format) { FILE *fp; char *ptr; int i, string_length; fp = (!strcmp(filepath, "-")) ? fopen("/dev/stdin", "r") : fopen(filepath, "r"); if (fp == NULL) die("file_read() Error:"); if (file_format == NULL && !strcmp(filepath, "-")) { die("file_read() Error: on standard input the format must be defined"); } if (file_format == NULL) { string_length = strlen(filepath); ptr = filepath + string_length; for (i = string_length; i > 0 && *ptr != '.'; ptr--, i--); if (*ptr != '.' || i == 0) die("file_read() Error: unable to infer %s format", filepath); file_format = ptr + 1; } if (!strcmp(file_format, "csv")) csv_read(fp, input, out, in_keys, n_in_keys, out_keys, n_out_keys, read_output, false, ','); else if (!strcmp(file_format, "tsv")) csv_read(fp, input, out, in_keys, n_in_keys, out_keys, n_out_keys, read_output, false, '\t'); else if (!strcmp(file_format, "json")) json_read(fp, input, out, in_keys, n_in_keys, out_keys, n_out_keys, read_output); else { die("file_read() Error: unable to parse %s files", file_format); } fclose(fp); } void json_read( FILE *fp, Array *input, Array *out, char *in_keys[], size_t n_input_keys, char *out_keys[], size_t n_out_keys, bool read_output) { static char fp_buffer[MAX_FILE_SIZE]; if (fp == NULL) goto json_read_error; size_t i = 0; do { if (i >= MAX_FILE_SIZE) die("json_read() Error: file size is bigger than '%zu'", i, MAX_FILE_SIZE); fp_buffer[i] = fgetc(fp); } while (fp_buffer[i++] != EOF); json_object *json_obj; json_obj = json_tokener_parse(fp_buffer); size_t json_obj_length = json_object_array_length(json_obj); input->shape[0] = (size_t)json_obj_length; input->shape[1] = n_input_keys; input->data = calloc(input->shape[0] * input->shape[1], sizeof(input->data[0])); out->shape[0] = (size_t)json_obj_length; out->shape[1] = n_out_keys; out->data = calloc(out->shape[0] * out->shape[1], sizeof(out->data[0])); if (!input->data || !out->data) goto json_read_error; for (int i = 0; i < json_object_array_length(json_obj); i++) { json_object *item = json_object_array_get_idx(json_obj, i); for (int j = 0; j < n_input_keys; j++) { size_t index = n_input_keys * i + j; input->data[index] = json_object_get_double(json_object_object_get(item, in_keys[j])); } if (!read_output) continue; for (int j = 0; j < n_out_keys; j++) { size_t index = n_out_keys * i + j; out->data[index] = json_object_get_double(json_object_object_get(item, out_keys[j])); } } json_object_put(json_obj); return; json_read_error: perror("json_read() Error"); exit(1); } void csv_read( FILE *fp, Array *input, Array *out, char *in_keys[], size_t n_in_cols, char *out_keys[], size_t n_out_cols, bool read_output, bool has_header, //TODO char separator) { char line_buffer[1024]; char *line_ptr; double *num_buffer; size_t line = 0, num_buffer_length = 1; size_t *in_cols, *out_cols; if (fp == NULL) die("csv_read() Error:"); in_cols = ecalloc(n_in_cols, sizeof(size_t)); csv_keys2cols(in_cols, in_keys, n_in_cols); if (read_output) { out_cols = ecalloc(n_out_cols, sizeof(size_t)); csv_keys2cols(out_cols, out_keys, n_out_cols); } input->shape[0] = 1; input->shape[1] = n_in_cols; input->data = ecalloc(input->shape[1], sizeof(double)); if (read_output) { out->shape[0] = 1; out->shape[1] = n_out_cols; out->data = ecalloc(input->shape[1], sizeof(double)); } fgets(line_buffer, 1024, fp); for (line_ptr = line_buffer; *line_ptr != '\0'; line_ptr++) { if (*line_ptr == separator) { num_buffer_length++; } } num_buffer = ecalloc(num_buffer_length, sizeof(double)); csv_readline_values(num_buffer, num_buffer_length, line_buffer, 1, separator); csv_columns_select(input->data + line * input->shape[1], num_buffer, in_cols, n_in_cols, num_buffer_length); if (read_output) csv_columns_select(out->data + line * out->shape[1], num_buffer, out_cols, n_out_cols, num_buffer_length); for (line = 1; fgets(line_buffer, 1024, fp) != NULL; line++) { csv_readline_values(num_buffer, num_buffer_length, line_buffer, line+1, separator); input->shape[0]++; input->data = erealloc(input->data, input->shape[0] * input->shape[1] * sizeof(double)); csv_columns_select(input->data + line * input->shape[1], num_buffer, in_cols, n_in_cols, num_buffer_length); if (read_output) { out->shape[0]++; out->data = erealloc(out->data, out->shape[0] * out->shape[1] * sizeof(double)); csv_columns_select(out->data + line * out->shape[1], num_buffer, out_cols, n_out_cols, num_buffer_length); } } free(num_buffer); free(in_cols); free(out_cols); return; } void csv_columns_select( double *dst_row, double *src_row, size_t selected_cols[], size_t cols_size, size_t src_cols_number) { size_t i, selected_col; for (i = 0; i < cols_size; i++) { if (selected_cols[i] == 0) { die("csv_columns_select() Error: invalid %zu column, use 1-indexing", selected_cols[i]); } selected_col = selected_cols[i] - 1; if (selected_col >= src_cols_number) { die("csv_columns_select() Error: " "selected column %zu outranges row columns size %zu", selected_cols[i], src_cols_number); } dst_row[i] = src_row[selected_col]; } } void csv_readline_values( double *num_buffer, size_t num_buffer_length, char *line_buffer, size_t line_number, char separator) { char *line_ptr; size_t col; int offset; for (col = 0, offset = 0, line_ptr = line_buffer; col < num_buffer_length && sscanf(line_ptr, "%lf%n", num_buffer+col, &offset) >= 1; line_ptr+=offset, col++) { // Checks if (*(line_ptr + offset) == separator || *(line_ptr + offset) == '\n') { offset++; } else { die("csv_readline_values() Error: on line %zu format separator must be '%c' not '%c'", line_number, separator, *(line_ptr + offset)); } } if (col < num_buffer_length && *line_ptr == '\0') { die("csv_readline_values() Error: line %zu seems to have less than %zu columns", line_number, num_buffer_length); } else if (col == num_buffer_length && *line_ptr != '\0') { die("csv_readline_values() Error: line %zu seems to have more than %zu columns", line_number, num_buffer_length); } else if (*line_ptr != '\0') { die("csv_readline_values() Error: " "line %zu format is invalid start checking from column %zu", line_number, col+1); } } void csv_keys2cols(size_t cols[], char *keys[], size_t keys_size) { size_t i; int ret; for (i = 0; i < keys_size; i++) { ret = sscanf(keys[i], "%zu", cols + i); if (ret != 1) die("csv_keys2col() Error: '%s' can not be converted to index", keys[i]); } } #ifdef PARSE_TEST #include #include /* * compile: clang -Wall -g -DPARSE_TEST -o objs/test_parse src/util.c src/parse.c $(pkg-config --libs-only-l json-c) */ size_t parse_keys(char *keys[], char *argv, char key_buffer[512]) { size_t keys_length = 0; char *keys_buffer, *key; keys_buffer = e_strdup(argv); key = strtok_r(keys_buffer, ", ", &key_buffer); keys[keys_length++] = e_strdup(key); while ((key = strtok_r(NULL, ", ", &key_buffer))) { if (keys_length + 1 > 32) { die("parse_keys() Error: keys_buffer overflow you can put more " "than 32 keys using this test program"); } keys[keys_length++] = e_strdup(key); } free(keys_buffer); return keys_length; } int main(int argc, char *argv[]) { char *filename, *format; size_t i, j; if (argc < 4 || argc > 5) { fprintf(stderr, "Usage: parse_test FILENAME IN_KEYS OUT_KEYS [FORMAT]\n" "\nKeys format:\n" " IN_KEYS: in_key1, in_key2, ...\n" " OUT_KEYS: out_key1, out_key2, ...\n\n"); return 1; } filename = argv[1]; format = NULL; if (argc == 5) { format = argv[4]; } Array X, y; char *in_cols[32], *out_cols[32], keys_buffer[512]; size_t n_in_cols, n_out_cols; n_in_cols = parse_keys(in_cols, argv[2], keys_buffer); n_out_cols = parse_keys(out_cols, argv[3], keys_buffer); file_read(filename, &X, &y, in_cols, 2, out_cols, 1, true, format); for (i = 0; i < X.shape[0]; i++) { for (j = 0; j < X.shape[1]; j++) { printf("%*.2e\t", 4, X.data[i * X.shape[1] + j]); } for (j = 0; j < y.shape[1]; j++) { if (j == 0) printf("|\t"); printf("%5.2e", y.data[i * y.shape[1] + j]);; if (j < y.shape[1] - 1) printf("\t"); } printf("\n"); } for (i = 0; i < n_in_cols; i++) free(in_cols[i]); for (i = 0; i < n_out_cols; i++) free(out_cols[i]); return 0; } #endif