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/* ----------------------------------------------------------------------
MR-MPI = MapReduce-MPI library
http://www.cs.sandia.gov/~sjplimp/mapreduce.html
Steve Plimpton, sjplimp@sandia.gov, Sandia National Laboratories
Copyright (2009) Sandia Corporation. Under the terms of Contract
DE-AC04-94AL85000 with Sandia Corporation, the U.S. Government retains
certain rights in this software. This software is distributed under
the modified Berkeley Software Distribution (BSD) License.
See the README file in the top-level MapReduce directory.
------------------------------------------------------------------------- */
/*
MapReduce word frequency example in C
Syntax: cwordfreq file1 file2 ...
(1) reads all files, parses into words separated by whitespace
(2) counts occurrence of each word in all files
(3) prints top 10 words
*/
#include "mpi.h"
#include "stdio.h"
#include "stdlib.h"
#include "string.h"
#include "sys/stat.h"
#include "cmapreduce.h"
void fileread(int, void *, void *);
void sum(char *, int, char *, int, int *, void *, void *);
int ncompare(char *, int, char *, int);
void output(int, char *, int, char *, int, void *, void *);
typedef struct {
int n,limit,flag;
} Count;
/* ---------------------------------------------------------------------- */
int main(int narg, char **args)
{
int me,nprocs;
int nwords,nunique;
double tstart,tstop;
Count count;
MPI_Init(&narg,&args);
MPI_Comm_rank(MPI_COMM_WORLD,&me);
MPI_Comm_size(MPI_COMM_WORLD,&nprocs);
if (narg <= 1) {
if (me == 0) printf("Syntax: cwordfreq file1 file2 ...\n");
MPI_Abort(MPI_COMM_WORLD,1);
}
void *mr = MR_create(MPI_COMM_WORLD);
MPI_Barrier(MPI_COMM_WORLD);
tstart = MPI_Wtime();
nwords = MR_map(mr,narg-1,&fileread,&args[1]);
MR_collate(mr,NULL);
nunique = MR_reduce(mr,&sum,NULL);
MPI_Barrier(MPI_COMM_WORLD);
tstop = MPI_Wtime();
MR_sort_values(mr,&ncompare);
count.n = 0;
count.limit = 10;
count.flag = 0;
MR_map_kv(mr,&output,&count);
MR_gather(mr,1);
MR_sort_values(mr,&ncompare);
count.n = 0;
count.limit = 10;
count.flag = 1;
MR_map_kv(mr,&output,&count);
MR_destroy(mr);
if (me == 0) {
printf("%d total words, %d unique words\n",nwords,nunique);
printf("Time to wordcount %d files on %d procs = %g (secs)\n",
narg-1,nprocs,tstop-tstart);
}
MPI_Finalize();
}
/* ----------------------------------------------------------------------
read a file
for each word in file, emit key = word, value = NULL
------------------------------------------------------------------------- */
void fileread(int itask, void *kv, void *ptr)
{
// filesize = # of bytes in file
char **files = (char **) ptr;
struct stat stbuf;
int flag = stat(files[itask],&stbuf);
if (flag < 0) {
printf("ERROR: Could not query file size\n");
MPI_Abort(MPI_COMM_WORLD,1);
}
int filesize = stbuf.st_size;
FILE *fp = fopen(files[itask],"r");
char text[filesize+1];
int nchar = fread(text,1,filesize,fp);
text[nchar] = '\0';
fclose(fp);
char *whitespace = " \t\n\f\r\0";
char *word = strtok(text,whitespace);
while (word) {
MR_kv_add(kv,word,strlen(word)+1,NULL,0);
word = strtok(NULL,whitespace);
}
}
/* ----------------------------------------------------------------------
count word occurrence
emit key = word, value = # of multi-values
------------------------------------------------------------------------- */
void sum(char *key, int keybytes, char *multivalue,
int nvalues, int *valuebytes, void *kv, void *ptr)
{
MR_kv_add(kv,key,keybytes,(char *) &nvalues,sizeof(int));
}
/* ----------------------------------------------------------------------
compare two counts
order values by count, largest first
------------------------------------------------------------------------- */
int ncompare(char *p1, int len1, char *p2, int len2)
{
int i1 = *(int *) p1;
int i2 = *(int *) p2;
if (i1 > i2) return -1;
else if (i1 < i2) return 1;
else return 0;
}
/* ----------------------------------------------------------------------
process a word and its count
depending on flag, emit KV or print it, up to limit
------------------------------------------------------------------------- */
void output(int itask, char *key, int keybytes, char *value,
int valuebytes, void *kv, void *ptr)
{
Count *count = (Count *) ptr;
count->n++;
if (count->n > count->limit) return;
int n = *(int *) value;
if (count->flag) printf("%d %s\n",n,key);
else MR_kv_add(kv,key,keybytes,(char *) &n,sizeof(int));
}
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