darshan-parser.c 25.9 KB
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/*
 *  (C) 2009 by Argonne National Laboratory.
 *      See COPYRIGHT in top-level directory.
 */

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#include <stdio.h>
#include <sys/types.h>
#include <sys/stat.h>
#include <fcntl.h>
#include <unistd.h>
#include <string.h>
#include <zlib.h>
#include <time.h>
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#include <stdlib.h>
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#include <getopt.h>
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#include "darshan-logutils.h"
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#include "uthash-1.9.2/src/uthash.h"
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/*
 * Options
 */
#define OPTION_BASE  (1 << 0)  // darshan log fields
#define OPTION_TOTAL (1 << 1)  // aggregated fields
#define OPTION_PERF  (1 << 2)  // derived performance
#define OPTION_FILE  (1 << 3)  // file count totals
#define OPTION_ALL (\
  OPTION_BASE|\
  OPTION_TOTAL|\
  OPTION_PERF|\
  OPTION_FILE)

#define FILETYPE_SHARED (1 << 0)
#define FILETYPE_UNIQUE (1 << 1)
#define FILETYPE_PARTSHARED (1 << 2)

#define max(a,b) (((a) > (b)) ? (a) : (b))
#define max3(a,b,c) (((a) > (b)) ? (((a) > (c)) ? (a) : (c)) : (((b) > (c)) ? (b) : (c)))

/*
 * Datatypes
 */
typedef struct hash_entry_s
{
    UT_hash_handle hlink;
    int64_t hash;
    int64_t type;
    int64_t procs;
    int64_t counters[CP_NUM_INDICES];
    double  fcounters[CP_F_NUM_INDICES];
    double cumul_time;
    double meta_time;
} hash_entry_t;

typedef struct perf_data_s
{
    int64_t total_bytes;
    double slowest_rank_time;
    double slowest_rank_meta_time;
    double shared_time_by_cumul;
    double shared_time_by_open;
    double shared_time_by_open_lastio;
    double shared_time_by_slowest;
    double shared_meta_time;
    double agg_perf_by_cumul;
    double agg_perf_by_open;
    double agg_perf_by_open_lastio;
    double agg_perf_by_slowest;
} perf_data_t;

typedef struct file_data_s
{
    int64_t total;
    int64_t total_size;
    int64_t total_max;
    int64_t read_only;
    int64_t read_only_size;
    int64_t read_only_max;
    int64_t write_only;
    int64_t write_only_size;
    int64_t write_only_max;
    int64_t read_write;
    int64_t read_write_size;
    int64_t read_write_max;
    int64_t unique;
    int64_t unique_size;
    int64_t unique_max;
    int64_t shared;
    int64_t shared_size;
    int64_t shared_max;
} file_data_t;

/*
 * Prototypes
 */
void accum_perf(struct darshan_file *, hash_entry_t *, perf_data_t *);
void calc_perf(struct darshan_job *, hash_entry_t *, perf_data_t *);

void accum_file(struct darshan_file *, hash_entry_t *, file_data_t *);
void calc_file(struct darshan_job *, hash_entry_t *, file_data_t *);

int usage (char *exename)
{
    fprintf(stderr, "Usage: %s [options] <filename>\n", exename);
    fprintf(stderr, "    --all   : all sub-options are enabled\n");
    fprintf(stderr, "    --base  : darshan log field data [default]\n");
    fprintf(stderr, "    --file  : total file counts\n");
    fprintf(stderr, "    --perf  : derived perf data\n");
    fprintf(stderr, "    --total : aggregated darshan field data\n");

    exit(1);
}

int parse_args (int argc, char **argv, char **filename)
{
    int index;
    int mask;
    static struct option long_opts[] =
    {
        {"all",   0, NULL, OPTION_ALL},
        {"base",  0, NULL, OPTION_BASE},
        {"file",  0, NULL, OPTION_FILE},
        {"perf",  0, NULL, OPTION_PERF},
        {"total", 0, NULL, OPTION_TOTAL},
        {"help",  0, NULL, 0}
    };

    mask = 0;

    while(1)
    {
        int c = getopt_long(argc, argv, "", long_opts, &index);

        if (c == -1) break;

        switch(c)
        {
            case OPTION_ALL:
            case OPTION_BASE:
            case OPTION_FILE:
            case OPTION_PERF:
            case OPTION_TOTAL:
                mask |= c;
                break;
            case 0:
            case '?':
            default:
                usage(argv[0]);
                break;
        }
    }

    if (optind < argc)
    {
        *filename = argv[optind];
    }
    else
    {
        usage(argv[0]);
    }

    /* default mask value if none specified */
    if (mask == 0)
    {
        mask = OPTION_BASE;
    }

    return mask;
}

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int main(int argc, char **argv)
{
    int ret;
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    int mask;
    char *filename;
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    struct darshan_job job;
    struct darshan_file cp_file;
    char tmp_string[1024];
    int no_files_flag = 0;
    time_t tmp_time = 0;
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    darshan_fd file;
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    int i;
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    int mount_count;
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    int64_t* devs;
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    char** mnt_pts;
    char** fs_types;
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    int last_rank = 0;
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    hash_entry_t *file_hash = NULL;
    hash_entry_t *curr = NULL;
    hash_entry_t *tmp = NULL;
    hash_entry_t total;
    perf_data_t pdata;
    file_data_t fdata;

    memset(&pdata, 0, sizeof(pdata));
    memset(&total, 0, sizeof(total));

    mask = parse_args(argc, argv, &filename);
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    file = darshan_log_open(filename);
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    if(!file)
    {
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        perror("darshan_log_open");
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        return(-1);
    }
   
    /* read job info */
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    ret = darshan_log_getjob(file, &job);
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    if(ret < 0)
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    {
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        fprintf(stderr, "Error: unable to read job information from log file.\n");
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        darshan_log_close(file);
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        return(-1);
    }

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    /* warn user about any missing information in this log format */
    darshan_log_print_version_warnings(&job);

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    ret = darshan_log_getexe(file, tmp_string, &no_files_flag);
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    if(ret < 0)
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    {
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        fprintf(stderr, "Error: unable to read trailing job information.\n");
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        darshan_log_close(file);
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        return(-1);
    }

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    /* print job summary */
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    printf("# darshan log version: %s\n", job.version_string);
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    printf("# size of file statistics: %zu bytes\n", sizeof(cp_file));
    printf("# size of job statistics: %zu bytes\n", sizeof(job));
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    printf("# exe: %s\n", tmp_string);
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    printf("# uid: %lld\n", lld(job.uid));
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    printf("# jobid: %lld\n", lld(job.jobid));
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    printf("# start_time: %lld\n", lld(job.start_time));
    tmp_time += job.start_time;
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    printf("# start_time_asci: %s", ctime(&tmp_time));
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    printf("# end_time: %lld\n", lld(job.end_time));
    tmp_time = 0;
    tmp_time += job.end_time;
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    printf("# end_time_asci: %s", ctime(&tmp_time));
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    printf("# nprocs: %lld\n", lld(job.nprocs));
    printf("# run time: %lld\n", lld(job.end_time - job.start_time + 1));
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    /* print table of mounted file systems */
    ret = darshan_log_getmounts(file, &devs, &mnt_pts, &fs_types, &mount_count,
        &no_files_flag);
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    printf("\n# mounted file systems (device, mount point, and fs type)\n");
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    printf("# -------------------------------------------------------\n");
    for(i=0; i<mount_count; i++)
    {
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        printf("# mount entry: %lld\t%s\t%s\n", lld(devs[i]), mnt_pts[i], fs_types[i]);
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    }
  
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    if(no_files_flag)
    {
        /* it looks like the app didn't open any files */
        printf("# no files opened.\n");
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        darshan_log_close(file);
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        return(0);
    }

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    if ((mask & OPTION_BASE))
    {
        printf("\n# description of columns:\n");
        printf("#   <rank>: MPI rank.  -1 indicates that the file is shared\n");
        printf("#      across all processes and statistics are aggregated.\n");
        printf("#   <file>: hash of file path.  0 indicates that statistics\n");
        printf("#      are condensed to refer to all files opened at the given\n");
        printf("#      process.\n");
        printf("#   <counter> and <value>: statistical counters.\n");
        printf("#   <name suffix>: last %d characters of file name.\n", CP_NAME_SUFFIX_LEN);
        printf("#   <mount pt>: mount point that the file resides on.\n");
        printf("#   <fs type>: type of file system that the file resides on.\n");
        printf("\n# description of counters:\n");
        printf("#   CP_POSIX_*: posix operation counts.\n");
        printf("#   CP_COLL_*: MPI collective operation counts.\n");
        printf("#   CP_INDEP_*: MPI independent operation counts.\n");
        printf("#   CP_SPIT_*: MPI split collective operation counts.\n");
        printf("#   CP_NB_*: MPI non blocking operation counts.\n");
        printf("#   READS,WRITES,OPENS,SEEKS,STATS, and MMAPS are types of operations.\n");
        printf("#   CP_*_NC_OPENS: number of indep. and collective pnetcdf opens.\n");
        printf("#   CP_HDF5_OPENS: number of hdf5 opens.\n");
        printf("#   CP_COMBINER_*: combiner counts for MPI mem and file datatypes.\n");
        printf("#   CP_HINTS: number of times MPI hints were used.\n");
        printf("#   CP_VIEWS: number of times MPI file views were used.\n");
        printf("#   CP_MODE: mode that file was opened in.\n");
        printf("#   CP_BYTES_*: total bytes read and written.\n");
        printf("#   CP_MAX_BYTE_*: highest offset byte read and written.\n");
        printf("#   CP_CONSEC_*: number of exactly adjacent reads and writes.\n");
        printf("#   CP_SEQ_*: number of reads and writes from increasing offsets.\n");
        printf("#   CP_RW_SWITCHES: number of times access alternated between read and write.\n");
        printf("#   CP_*_ALIGNMENT: memory and file alignment.\n");
        printf("#   CP_*_NOT_ALIGNED: number of reads and writes that were not aligned.\n");
        printf("#   CP_MAX_*_TIME_SIZE: size of the slowest read and write operations.\n");
        printf("#   CP_SIZE_READ_*: histogram of read access sizes.\n");
        printf("#   CP_SIZE_READ_AGG_*: histogram of MPI datatype total sizes.\n");
        printf("#   CP_EXTENT_READ_*: histogram of MPI datatype extents.\n");
        printf("#   CP_STRIDE*_STRIDE: the four most common strides detected.\n");
        printf("#   CP_STRIDE*_COUNT: count of the four most common strides.\n");
        printf("#   CP_ACCESS*_ACCESS: the four most common access sizes.\n");
        printf("#   CP_ACCESS*_COUNT: count of the four most common access sizes.\n");
        printf("#   CP_DEVICE: device id reported by stat().\n");
        printf("#   CP_SIZE_AT_OPEN: size of file when first opened.\n");
        printf("#   CP_*_RANK_BYTES: fastest, slowest and variance of bytes transfer.\n");
        printf("#   CP_F_OPEN_TIMESTAMP: timestamp of first open (mpi or posix).\n");
        printf("#   CP_F_*_START_TIMESTAMP: timestamp of first read/write (mpi or posix).\n");
        printf("#   CP_F_*_END_TIMESTAMP: timestamp of last read/write (mpi or posix).\n");
        printf("#   CP_F_CLOSE_TIMESTAMP: timestamp of last close (mpi or posix).\n");
        printf("#   CP_F_POSIX_READ/WRITE_TIME: cumulative time spent in posix reads or writes.\n");
        printf("#   CP_F_MPI_READ/WRITE_TIME: cumulative time spent in mpi-io reads or writes.\n");
        printf("#   CP_F_POSIX_META_TIME: cumulative time spent in posix open, close, fsync, stat and seek, .\n");
        printf("#   CP_F_MPI_META_TIME: cumulative time spent in mpi-io open, close, set_view, and sync.\n");
        printf("#   CP_MAX_*_TIME: duration of the slowest read and write operations.\n");
        printf("#   CP_*_RANK_TIME: fastest, slowest variance of transfer time.\n");

        printf("\n");
        CP_PRINT_HEADER();
    }
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    while((ret = darshan_log_getfile(file, &job, &cp_file)) == 1)
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    {
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        char* mnt_pt = NULL;
        char* fs_type = NULL;
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        hash_entry_t *hfile = NULL;
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        if(cp_file.rank != -1 && cp_file.rank < last_rank)
        {
            fprintf(stderr, "Error: log file contains out of order rank data.\n");
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            fflush(stderr);
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            return(-1);
        }
        if(cp_file.rank != -1)
            last_rank = cp_file.rank;
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        for(i=0; i<mount_count; i++)
        {
            if(cp_file.counters[CP_DEVICE] == devs[i])
            {
                mnt_pt = mnt_pts[i];
                fs_type = fs_types[i];
                break;
            }
        }
        if(!mnt_pt)
            mnt_pt = "UNKNOWN";
        if(!fs_type)
            fs_type = "UNKNOWN";

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        HASH_FIND(hlink,file_hash,&cp_file.hash,sizeof(int64_t),hfile);
        if (!hfile)
        {
            hfile = (hash_entry_t*) malloc(sizeof(*hfile));
            if (!hfile)
            {
                fprintf(stderr,"malloc failure");
                exit(1);
            }

            /* init */
            memset(hfile, 0, sizeof(*hfile));
            hfile->hash          = cp_file.hash;
            hfile->type          = 0;
            hfile->procs         = 0;
            hfile->cumul_time    = 0.0;
            hfile->meta_time     = 0.0;

            HASH_ADD(hlink,file_hash,hash,sizeof(int64_t),hfile);
        }

        accum_file(&cp_file, &total, NULL);
        accum_file(&cp_file, hfile, &fdata);
        accum_perf(&cp_file, hfile, &pdata);

        if ((mask & OPTION_BASE))
        {
            for(i=0; i<CP_NUM_INDICES; i++)
            {
                CP_PRINT(&job, &cp_file, i, mnt_pt, fs_type);
            }
            for(i=0; i<CP_F_NUM_INDICES; i++)
            {
                CP_F_PRINT(&job, &cp_file, i, mnt_pt, fs_type);
            }
        }
    }

    /* Total Calc */
    if ((mask & OPTION_TOTAL))
    {
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        for(i=0; i<CP_NUM_INDICES; i++)
        {
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            printf("total_%s: %lld\n",
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                   darshan_names[i], lld(total.counters[i]));
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        }
        for(i=0; i<CP_F_NUM_INDICES; i++)
        {
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            printf("total_%s: %lf\n",
                   darshan_f_names[i], total.fcounters[i]);
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        }
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    }

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    /* Perf Calc */
    calc_perf(&job, file_hash, &pdata);
    if ((mask & OPTION_PERF))
    {
        printf("\n# performance\n");
        printf("# -----------\n");
        printf("# total_bytes: %lld\n", lld(pdata.total_bytes));
        printf("# slowest_rank_time: %lf\n", pdata.slowest_rank_time);
        printf("# slowest_rank_meta_time: %lf\n", pdata.slowest_rank_meta_time);
        printf("# shared_time_by_cumul: %lf\n", pdata.shared_time_by_cumul);
        printf("# shared_time_by_open: %lf\n", pdata.shared_time_by_open);
        printf("# shared_time_by_open_lastio: %lf\n", pdata.shared_time_by_open_lastio);
        printf("# shared_meta_time: %lf\n", pdata.shared_meta_time);
        printf("# agg_perf_by_cumul: %lf\n", pdata.agg_perf_by_cumul);
        printf("# agg_perf_by_open: %lf\n", pdata.agg_perf_by_open);
        printf("# agg_perf_by_open_lastio: %lf\n", pdata.agg_perf_by_open_lastio);
        printf("# agg_perf_by_slowest: %lf\n", pdata.agg_perf_by_slowest);
    }

    /* File Calc */
    calc_file(&job, file_hash, &fdata);
    if ((mask & OPTION_FILE))
    {
        printf("\n# files\n");
        printf("# -----\n");
        printf("# total: %lld %lld %lld\n",
               lld(fdata.total),
               lld(fdata.total_size),
               lld(fdata.total_max));
        printf("# read_only: %lld %lld %lld\n",
               lld(fdata.read_only),
               lld(fdata.read_only_size),
               lld(fdata.read_only_max));
        printf("# write_only: %lld %lld %lld\n",
               lld(fdata.write_only),
               lld(fdata.write_only_size),
               lld(fdata.write_only_max));
        printf("# read_write: %lld %lld %lld\n",
               lld(fdata.read_write),
               lld(fdata.read_write_size),
               lld(fdata.read_write_max));
        printf("# unique: %lld %lld %lld\n",
               lld(fdata.unique),
               lld(fdata.unique_size),
               lld(fdata.unique_max));
        printf("# shared: %lld %lld %lld\n",
               lld(fdata.shared),
               lld(fdata.shared_size),
               lld(fdata.shared_max));
    }

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    if(ret < 0)
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    {
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        fprintf(stderr, "Error: failed to parse log file.\n");
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        fflush(stderr);
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        return(-1);
    }

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    for(i=0; i<mount_count; i++)
    {
        free(mnt_pts[i]);
        free(fs_types[i]);
    }
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    if(mount_count > 0)
    {
        free(devs);
        free(mnt_pts);
        free(fs_types);
    }
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    darshan_log_close(file);
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    HASH_ITER(hlink, file_hash, curr, tmp)
    {
        HASH_DELETE(hlink, file_hash, curr);
        free(curr);
    }

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    return(0);
}
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void accum_file(struct darshan_file *dfile,
                hash_entry_t *hfile, 
                file_data_t *fdata)
{
    int i;

    hfile->procs += 1;

    if (dfile->rank == -1)
    {
        hfile->type |= FILETYPE_SHARED;
    }
    else if (hfile->procs > 1)
    {
        hfile->type &= (~FILETYPE_UNIQUE);
        hfile->type |= FILETYPE_PARTSHARED;
    }
    else
    {
        hfile->type |= FILETYPE_UNIQUE;
    }

    for (i = 0; i < CP_NUM_INDICES; i++)
    {
        switch(i)
        {
        case CP_DEVICE:
        case CP_MODE:
        case CP_MEM_ALIGNMENT:
        case CP_FILE_ALIGNMENT:
            hfile->counters[i] = dfile->counters[i];
            break;
        case CP_SIZE_AT_OPEN:
            if (hfile->counters[i] == -1)
            {
                hfile->counters[i] = dfile->counters[i];
            }
            if (hfile->counters[i] > dfile->counters[i])
            {
                hfile->counters[i] = dfile->counters[i];
            }
            break;
        case CP_MAX_BYTE_READ:
        case CP_MAX_BYTE_WRITTEN:
            if (hfile->counters[i] == -1)
            {
                hfile->counters[i] = dfile->counters[i];
            }
            if (hfile->counters[i] < dfile->counters[i])
            {
                hfile->counters[i] = dfile->counters[i];
            }
            break;
        case CP_STRIDE1_COUNT:
        case CP_STRIDE2_COUNT:
        case CP_STRIDE3_COUNT:
        case CP_STRIDE4_COUNT:
        case CP_ACCESS1_COUNT:
        case CP_ACCESS2_COUNT:
        case CP_ACCESS3_COUNT:
        case CP_ACCESS4_COUNT:
            if (hfile->counters[i] == -1)
            {
                hfile->counters[i] = dfile->counters[i];
            }
            if (hfile->counters[i] < dfile->counters[i])
            {
                hfile->counters[i]   = dfile->counters[i];
                hfile->counters[i-4] = dfile->counters[i-4];
            }
            break;
        case CP_FASTEST_RANK:
        case CP_SLOWEST_RANK:
        case CP_FASTEST_RANK_BYTES:
        case CP_SLOWEST_RANK_BYTES:
            hfile->counters[i] = 0;
            break;
        case CP_MAX_READ_TIME_SIZE:
        case CP_MAX_WRITE_TIME_SIZE:
            break;
        default:
            hfile->counters[i] += dfile->counters[i];
            break;
        }
    }

    for (i = 0; i < CP_F_NUM_INDICES; i++)
    {
        switch(i)
        {
            case CP_F_FASTEST_RANK_TIME:
            case CP_F_SLOWEST_RANK_TIME:
            case CP_F_VARIANCE_RANK_TIME:
            case CP_F_VARIANCE_RANK_BYTES:
                hfile->fcounters[i] = 0;
                break;
            case CP_F_MAX_READ_TIME:
                if (hfile->fcounters[i] > dfile->fcounters[i])
                {
                    hfile->fcounters[i] = dfile->fcounters[i];
                    hfile->counters[CP_MAX_READ_TIME_SIZE] =
                        dfile->counters[CP_MAX_READ_TIME_SIZE];
                }
                break;
            case CP_F_MAX_WRITE_TIME:
                if (hfile->fcounters[i] > dfile->fcounters[i])
                {
                    hfile->fcounters[i] = dfile->fcounters[i];
                    hfile->counters[CP_MAX_WRITE_TIME_SIZE] =
                        dfile->counters[CP_MAX_WRITE_TIME_SIZE];
                }
                break;
            default:
                hfile->fcounters[i] += dfile->fcounters[i];
                break;
        }
    }

    return;
}


void calc_file(struct darshan_job *djob,
               hash_entry_t *file_hash, 
               file_data_t *fdata)
{
    hash_entry_t *curr = NULL;
    hash_entry_t *tmp = NULL;

    memset(fdata, 0, sizeof(*fdata));

    HASH_ITER(hlink, file_hash, curr, tmp)
    {
        int64_t max;
        int64_t r;
        int64_t w;

        max = max3(curr->counters[CP_SIZE_AT_OPEN],
                   curr->counters[CP_MAX_BYTE_READ],
                   curr->counters[CP_MAX_BYTE_WRITTEN]);

        r = (curr->counters[CP_POSIX_READS]+
             curr->counters[CP_POSIX_FREADS]+
             curr->counters[CP_INDEP_READS]+
             curr->counters[CP_COLL_READS]+
             curr->counters[CP_SPLIT_READS]+
             curr->counters[CP_NB_READS]);

        w = (curr->counters[CP_POSIX_WRITES]+
             curr->counters[CP_POSIX_FWRITES]+
             curr->counters[CP_INDEP_WRITES]+
             curr->counters[CP_COLL_WRITES]+
             curr->counters[CP_SPLIT_WRITES]+
             curr->counters[CP_NB_WRITES]);

        fdata->total += 1;
        fdata->total_size += max;
        fdata->total_max = max(fdata->total_max, max);

        if (r && !w)
        {
            fdata->read_only += 1;
            fdata->read_only_size += max;
            fdata->read_only_max = max(fdata->read_only_max, max);
        }

        if (!r && w)
        {
            fdata->write_only += 1;
            fdata->write_only_size += max;
            fdata->write_only_max = max(fdata->write_only_max, max);
        }

        if (r && w)
        {
            fdata->read_write += 1;
            fdata->read_write_size += max;
            fdata->read_write_max = max(fdata->read_write_max, max);
        }

        if ((curr->type & (FILETYPE_SHARED|FILETYPE_PARTSHARED)))
        {
            fdata->shared += 1;
            fdata->shared_size += max;
            fdata->shared_max = max(fdata->shared_max, max);
        }

        if ((curr->type & (FILETYPE_UNIQUE)))
        {
            fdata->unique += 1;
            fdata->unique_size += max;
            fdata->unique_max = max(fdata->unique_max, max);
        }
    }

    return;
}

void accum_perf(struct darshan_file *dfile,
                hash_entry_t *hfile,
                perf_data_t *pdata)
{
    int64_t mpi_file;

    pdata->total_bytes += dfile->counters[CP_BYTES_READ] +
                          dfile->counters[CP_BYTES_WRITTEN];

    mpi_file = dfile->counters[CP_INDEP_OPENS] +
               dfile->counters[CP_COLL_OPENS];

    /*
     * Calculation of Shared File Time
     *   Four Methods!!!!
     *     by_cumul: sum time counters and divide by nprocs
     *               (inaccurate if lots of variance between procs)
     *     by_open: difference between timestamp of open and close
     *              (inaccurate if file is left open without i/o happening)
     *     by_open_lastio: difference between timestamp of open and the
     *                     timestamp of last i/o
     *                     (similar to above but fixes case where file is left
     *                      open after io is complete)
     *     by_slowest: use slowest rank time from log data
     *                 (most accurate but requires newer log version)
     */
    if (dfile->rank == -1)
    {
        /* by_open (same for MPI or POSIX) */
        pdata->shared_time_by_open +=
            dfile->fcounters[CP_F_CLOSE_TIMESTAMP] -
            dfile->fcounters[CP_F_OPEN_TIMESTAMP];

        /* by_open_lastio (same for MPI or POSIX) */
        if (dfile->fcounters[CP_F_READ_END_TIMESTAMP] >
            dfile->fcounters[CP_F_WRITE_END_TIMESTAMP])
        {
            pdata->shared_time_by_open_lastio += 
                dfile->fcounters[CP_F_READ_END_TIMESTAMP] - 
                dfile->fcounters[CP_F_OPEN_TIMESTAMP];
        }
        else
        {
            pdata->shared_time_by_open_lastio += 
                dfile->fcounters[CP_F_WRITE_END_TIMESTAMP] - 
                dfile->fcounters[CP_F_OPEN_TIMESTAMP];
        }

        /* by_cumul */
        if (mpi_file)
        {
            pdata->shared_time_by_cumul +=
                dfile->fcounters[CP_F_MPI_META_TIME] +
                dfile->fcounters[CP_F_MPI_READ_TIME] +
                dfile->fcounters[CP_F_MPI_WRITE_TIME];
            pdata->shared_meta_time += dfile->fcounters[CP_F_MPI_META_TIME];
        }
        else
        {
            pdata->shared_time_by_cumul +=
                dfile->fcounters[CP_F_POSIX_META_TIME] +
                dfile->fcounters[CP_F_POSIX_READ_TIME] +
                dfile->fcounters[CP_F_POSIX_WRITE_TIME];
            pdata->shared_meta_time += dfile->fcounters[CP_F_POSIX_META_TIME];
        }

        /* by_slowest (same for MPI or POSIX) */
        pdata->shared_time_by_slowest +=
            dfile->fcounters[CP_F_SLOWEST_RANK_TIME];
    }

    /*
     * Calculation of Unique File Time
     *   record the data for each file and sum it 
     */
    else
    {
        if (mpi_file)
        {
            hfile->cumul_time += dfile->fcounters[CP_F_MPI_META_TIME] +
                                dfile->fcounters[CP_F_MPI_READ_TIME] +
                                dfile->fcounters[CP_F_MPI_WRITE_TIME];
            hfile->meta_time += dfile->fcounters[CP_F_MPI_META_TIME];
        }
        else
        {
             hfile->cumul_time += dfile->fcounters[CP_F_POSIX_META_TIME] +
                                 dfile->fcounters[CP_F_POSIX_READ_TIME] +
                                 dfile->fcounters[CP_F_POSIX_WRITE_TIME];
             hfile->meta_time += dfile->fcounters[CP_F_POSIX_META_TIME];
        }
    }

    return;
}

void calc_perf(struct darshan_job *djob,
               hash_entry_t *hash_rank_uniq,
               perf_data_t *pdata)
{
    hash_entry_t *curr = NULL;
    hash_entry_t *tmp = NULL;

    pdata->shared_time_by_cumul =
        pdata->shared_time_by_cumul / (double)djob->nprocs;

    pdata->shared_meta_time = pdata->shared_meta_time / (double)djob->nprocs;

    HASH_ITER(hlink, hash_rank_uniq, curr, tmp)
    {
        if (pdata->slowest_rank_time < curr->cumul_time)
        {
            pdata->slowest_rank_time = curr->cumul_time;
            pdata->slowest_rank_meta_time = curr->meta_time;
        }
    }

    pdata->agg_perf_by_cumul = ((double)pdata->total_bytes / 1048576.0) /
                               (pdata->slowest_rank_time +
                                pdata->shared_time_by_cumul);
    pdata->agg_perf_by_open  = ((double)pdata->total_bytes / 1048576.0) / 
                               (pdata->slowest_rank_time +
                                pdata->shared_time_by_open);
    pdata->agg_perf_by_open_lastio = ((double)pdata->total_bytes / 1048576.0) /
                                     (pdata->slowest_rank_time +
                                      pdata->shared_time_by_open_lastio);
    if (pdata->slowest_rank_time + pdata->shared_time_by_slowest)
    pdata->agg_perf_by_slowest = ((double)pdata->total_bytes / 1048576.0) /
                                 (pdata->slowest_rank_time +
                                  pdata->shared_time_by_slowest);

    return;
}