使用c语言编写使用openmp算法的PageRank的完整代码,其中数据集来自于文件,要求输入线程数,输出运行时间
时间: 2024-02-09 14:12:46 浏览: 150
好的,以下是使用c语言编写使用openmp算法的PageRank的完整代码,其中数据集来自于文件,要求输入线程数,输出运行时间。
```
#include <stdio.h>
#include <stdlib.h>
#include <omp.h>
#include <time.h>
#define MAX_PAGES 1000
#define EPSILON 0.0001
int main(int argc, char *argv[]) {
int num_pages, num_links, max_iterations, num_threads;
double damping_factor, page_rank[MAX_PAGES], new_page_rank[MAX_PAGES];
int link_from[MAX_PAGES], link_to[MAX_PAGES], link_count[MAX_PAGES];
FILE *input_file = NULL, *output_file = NULL;
int i, j, k, iter;
double start_time, end_time;
// Check command line arguments
if (argc != 2) {
printf("Usage: %s num_threads\n", argv[0]);
return 1;
}
num_threads = atoi(argv[1]);
omp_set_num_threads(num_threads);
// Open input file
input_file = fopen("input.txt", "r");
if (input_file == NULL) {
printf("Error: Unable to open input file!\n");
return 1;
}
// Read input parameters
fscanf(input_file, "%d %d %lf %d", &num_pages, &num_links, &damping_factor, &max_iterations);
if (num_pages > MAX_PAGES) {
printf("Error: Number of pages exceeds maximum limit!\n");
return 1;
}
// Initialize arrays
for (i = 0; i < num_pages; i++) {
page_rank[i] = 1.0 / num_pages;
new_page_rank[i] = 0.0;
link_count[i] = 0;
}
// Read link data
for (i = 0; i < num_links; i++) {
fscanf(input_file, "%d %d", &link_from[i], &link_to[i]);
link_count[link_from[i]]++;
}
// Close input file
fclose(input_file);
// Perform PageRank iterations
start_time = omp_get_wtime();
for (iter = 0; iter < max_iterations; iter++) {
#pragma omp parallel for private(j, k) shared(page_rank, new_page_rank)
for (i = 0; i < num_pages; i++) {
new_page_rank[i] = (1.0 - damping_factor) / num_pages;
for (j = 0; j < num_links; j++) {
if (link_to[j] == i) {
k = link_from[j];
new_page_rank[i] += damping_factor * page_rank[k] / link_count[k];
}
}
}
// Check for convergence
double diff = 0.0;
for (i = 0; i < num_pages; i++) {
diff += fabs(new_page_rank[i] - page_rank[i]);
}
if (diff < EPSILON) {
printf("Converged after %d iterations.\n", iter + 1);
break;
}
// Swap page rank arrays
double *temp = page_rank;
page_rank = new_page_rank;
new_page_rank = temp;
}
end_time = omp_get_wtime();
// Open output file
output_file = fopen("output.txt", "w");
if (output_file == NULL) {
printf("Error: Unable to open output file!\n");
return 1;
}
// Write page rank data
for (i = 0; i < num_pages; i++) {
fprintf(output_file, "%.6f\n", page_rank[i]);
}
// Close output file
fclose(output_file);
printf("Finished in %f seconds using %d threads.\n", end_time - start_time, num_threads);
return 0;
}
```
该代码在原有的PageRank代码基础上增加了输入线程数和输出运行时间的功能。在main函数中,首先检查命令行参数是否正确,然后设置线程数并使用omp_get_wtime()函数记录程序开始时间。在程序执行完PageRank算法后,再次使用omp_get_wtime()函数记录程序结束时间,并输出总运行时间和使用的线程数。
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