写一个C语言代码,同时使用 MPI+ OpenMP 完成一个并行的广度优先搜索图算法以读文件输入,输出遍历结果和运行时间
时间: 2024-03-02 12:51:16 浏览: 145
好的,以下是一个使用MPI+OpenMP并行化广度优先搜索的C语言代码,可以读取文件输入,输出遍历结果和运行时间。请注意,此代码仅供参考,您可能需要根据自己的环境和需求进行修改。
```
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <mpi.h>
#include <omp.h>
#define MAX_LINE_LEN 100
#define ROOT 0
int main(int argc, char* argv[]) {
int size, rank;
MPI_Init(&argc, &argv);
MPI_Comm_size(MPI_COMM_WORLD, &size);
MPI_Comm_rank(MPI_COMM_WORLD, &rank);
double start_time = MPI_Wtime();
// 读取输入文件
char* filename = argv[1];
FILE* fp = fopen(filename, "r");
if (fp == NULL) {
printf("Error: Unable to open input file %s!\n", filename);
MPI_Finalize();
return 1;
}
// 解析输入文件,构建邻接列表
int nodes, edges;
fscanf(fp, "%d %d", &nodes, &edges);
int* adj_lists[nodes];
int adj_list_sizes[nodes];
memset(adj_list_sizes, 0, sizeof(adj_list_sizes));
for (int i = 0; i < edges; i++) {
int src, dest;
fscanf(fp, "%d %d", &src, &dest);
adj_list_sizes[src]++;
adj_list_sizes[dest]++;
}
for (int i = 0; i < nodes; i++) {
adj_lists[i] = malloc(adj_list_sizes[i] * sizeof(int));
adj_list_sizes[i] = 0;
}
rewind(fp);
fscanf(fp, "%d %d", &nodes, &edges);
for (int i = 0; i < edges; i++) {
int src, dest;
fscanf(fp, "%d %d", &src, &dest);
adj_lists[src][adj_list_sizes[src]++] = dest;
adj_lists[dest][adj_list_sizes[dest]++] = src;
}
fclose(fp);
// 初始化广度优先搜索队列和已访问节点列表
int* queue = malloc(nodes * sizeof(int));
int queue_size = 0;
int* visited = calloc(nodes, sizeof(int));
// 开始广度优先搜索
int level = 0;
int level_size = 1;
queue[queue_size++] = ROOT;
visited[ROOT] = 1;
while (level_size > 0) {
#pragma omp parallel for schedule(dynamic)
for (int i = 0; i < level_size; i++) {
int curr = queue[i];
for (int j = 0; j < adj_list_sizes[curr]; j++) {
int neighbor = adj_lists[curr][j];
if (!visited[neighbor]) {
visited[neighbor] = 1;
queue[queue_size++] = neighbor;
}
}
}
level++;
level_size = queue_size - (level_size - 1);
}
// 输出遍历结果和运行时间
if (rank == ROOT) {
double end_time = MPI_Wtime();
printf("Traversal took %f seconds.\n", end_time - start_time);
printf("Visited nodes:");
for (int i = 0; i < nodes; i++) {
if (visited[i]) {
printf(" %d", i);
}
}
printf("\n");
}
// 释放内存并结束程序
free(queue);
free(visited);
for (int i = 0; i < nodes; i++) {
free(adj_lists[i]);
}
MPI_Finalize();
return 0;
}
```
您可以使用以下命令编译并运行此代码:
```
mpicc -fopenmp bfs_mpi_openmp.c -o bfs_mpi_openmp
mpirun -np <num_procs> ./bfs_mpi_openmp <input_file>
```
其中 `<num_procs>` 是使用的MPI进程数,`<input_file>` 是输入文件名。
如果您需要更复杂的算法,建议阅读相关文献或咨询专业人士。
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