/* Copyright 2018, UCAR/Unidata See COPYRIGHT file for copying and redistribution conditions. This program tests netcdf-4 parallel I/O. These tests are based on the needs of the NASA GMAO model, and are based on some test code from Dennis Nadeau. $Id: tst_nc4perf.c,v 1.4 2009/08/19 15:58:57 ed Exp $ */ #include "nc_tests.h" #include "err_macros.h" #define FILENAME "tst_nc4perf.nc" #define NDIMS1 2 #define NDIMS2 4 #define DIMSIZE1 40 #define DIMSIZE2 61 #define DIMSIZE3 3 /*#define DIMSIZE1 540 #define DIMSIZE2 361 #define DIMSIZE3 72*/ #define TIMELEN 4 #define NUMVARS 10 #define NUM_TRIES 2 #define MEGABYTE 1048576 /* This function creates a file with 10 2D variables, no unlimited * dimension. */ int test_pio_2d(size_t cache_size, int access_flag, MPI_Comm comm, MPI_Info info, int mpi_size, int mpi_rank, size_t *chunk_size) { double starttime, endtime, write_time = 0, bandwidth = 0; int ncid; int dimids[NDIMS1]; size_t start[NDIMS1], count[NDIMS1]; float *data; char file_name[NC_MAX_NAME + 1]; char var_name1[NUMVARS][NC_MAX_NAME + 1] = {"GWa", "JAd", "TJe", "JMa", "JMo", "JQA", "AJa", "MVB", "WHH", "JTy"}; int varid1[NUMVARS]; size_t nelems_in; float preemption_in; int j, i, t; /* Create some data. */ if (!(data = malloc(sizeof(float) * DIMSIZE2 * DIMSIZE1 / mpi_size))) return -2; for (j = 0; j < DIMSIZE2; j++) for (i = 0; i < DIMSIZE1 / mpi_size; i++) data[j * DIMSIZE1 / mpi_size + i] = (float)mpi_rank * (j + 1); /* Get the file name. */ sprintf(file_name, "%s/%s", TEMP_LARGE, FILENAME); /* Set the cache size. */ if (nc_get_chunk_cache(NULL, &nelems_in, &preemption_in)) ERR; if (nc_set_chunk_cache(cache_size, nelems_in, preemption_in)) ERR; for (t = 0; t < NUM_TRIES; t++) { /* Create a netcdf-4 file, opened for parallel I/O. */ if (nc_create_par(file_name, NC_NETCDF4, comm, info, &ncid)) ERR; /* Create two dimensions. */ if (nc_def_dim(ncid, "d1", DIMSIZE2, &dimids[0])) ERR; if (nc_def_dim(ncid, "d2", DIMSIZE1, &dimids[1])) ERR; /* Create our variables. */ for (i = 0; i < NUMVARS; i++) { if (nc_def_var(ncid, var_name1[i], NC_INT, NDIMS1, dimids, &varid1[i])) ERR; if (chunk_size[0]) if (nc_def_var_chunking(ncid, varid1[i], 0, chunk_size)) ERR; } if (nc_enddef(ncid)) ERR; /* Set up slab for this process. */ start[0] = 0; start[1] = mpi_rank * DIMSIZE1/mpi_size; count[0] = DIMSIZE2; count[1] = DIMSIZE1 / mpi_size; /* start parallel netcdf4 */ for (i = 0; i < NUMVARS; i++) if (nc_var_par_access(ncid, varid1[i], access_flag)) ERR; starttime = MPI_Wtime(); /* Write two dimensional float data */ for (i = 0; i < NUMVARS; i++) if (nc_put_vara_float(ncid, varid1[i], start, count, data)) ERR; /* Close the netcdf file. */ if (nc_close(ncid)) ERR; endtime = MPI_Wtime(); if (!mpi_rank) { bandwidth += ((sizeof(float) * DIMSIZE1 * DIMSIZE2 * NUMVARS) / ((endtime - starttime) * 1024 * 1024)) / NUM_TRIES; write_time += (endtime - starttime) / NUM_TRIES; } } free(data); if (!mpi_rank) { char chunk_string[NC_MAX_NAME + 1] = ""; /* What was our chunking? */ if (chunk_size[0]) sprintf(chunk_string, "%dx%d ", (int)chunk_size[0], (int)chunk_size[1]); else strcat(chunk_string, "contiguous"); /* Print the results. */ printf("%d\t\t%s\t%s\t%d\t\t%dx%d\t\t%s\t%f\t\t%f\t\t\t%d\n", mpi_size, "MPI-IO ", (access_flag == NC_INDEPENDENT ? "independent" : "collective"), (int)cache_size/MEGABYTE, DIMSIZE1, DIMSIZE2, chunk_string, write_time, bandwidth, NUM_TRIES); } /* Delete this file. */ remove(file_name); return 0; } /* Both read and write will be tested */ /* Case 2: create four dimensional integer data, one dimension is unlimited. */ int test_pio_4d(size_t cache_size, int access_flag, MPI_Comm comm, MPI_Info info, int mpi_size, int mpi_rank, size_t *chunk_size) { int ncid, dimuids[NDIMS2], varid2[NUMVARS]; size_t ustart[NDIMS2], ucount[NDIMS2]; float *udata, *tempudata; char file_name[NC_MAX_NAME + 1]; char var_name2[NUMVARS][NC_MAX_NAME + 1] = {"JKP", "ZTa", "MFi", "FPi", "JBu", "ALi", "AJo", "USG", "RBH", "JAG"}; double starttime, endtime, write_time = 0, bandwidth = 0; size_t nelems_in; float preemption_in; int k, j, i, t; udata = malloc(DIMSIZE3 * DIMSIZE2 * DIMSIZE1 / mpi_size * sizeof(int)); /* Create phony data. */ tempudata = udata; for(k = 0; k < DIMSIZE3; k++) for(j = 0; j < DIMSIZE2; j++) for(i = 0; i < DIMSIZE1 / mpi_size; i++) { *tempudata = (float)(1 + mpi_rank) * 2 * (j + 1) * (k + 1); tempudata++; } /* Get the file name. */ sprintf(file_name, "%s/%s", TEMP_LARGE, FILENAME); /* Set the cache size. */ if (nc_get_chunk_cache(NULL, &nelems_in, &preemption_in)) ERR; if (nc_set_chunk_cache(cache_size, nelems_in, preemption_in)) ERR; for (t = 0; t < NUM_TRIES; t++) { /* Create a netcdf-4 file. */ if (nc_create_par(file_name, NC_NETCDF4, comm, info, &ncid)) ERR; /* Create four dimensions. */ if (nc_def_dim(ncid, "ud1", TIMELEN, dimuids)) ERR; if (nc_def_dim(ncid, "ud2", DIMSIZE3, &dimuids[1])) ERR; if (nc_def_dim(ncid, "ud3", DIMSIZE2, &dimuids[2])) ERR; if (nc_def_dim(ncid, "ud4", DIMSIZE1, &dimuids[3])) ERR; /* Create 10 variables. */ for (i = 0; i < NUMVARS; i++) if (nc_def_var(ncid, var_name2[i], NC_INT, NDIMS2, dimuids, &varid2[i])) ERR; if (nc_enddef(ncid)) ERR; /* Set up selection parameters */ ustart[0] = 0; ustart[1] = 0; ustart[2] = 0; ustart[3] = DIMSIZE1 * mpi_rank / mpi_size; ucount[0] = 1; ucount[1] = DIMSIZE3; ucount[2] = DIMSIZE2; ucount[3] = DIMSIZE1 / mpi_size; /* Access parallel */ for (i = 0; i < NUMVARS; i++) if (nc_var_par_access(ncid, varid2[i], access_flag)) ERR; starttime = MPI_Wtime(); /* Write slabs of phony data. */ for(ustart[0] = 0; ustart[0] < TIMELEN; ustart[0]++) for (i = 0; i < NUMVARS; i++) if (nc_put_vara_float(ncid, varid2[i], ustart, ucount, udata)) ERR; /* Close the netcdf file. */ if (nc_close(ncid)) ERR; endtime = MPI_Wtime(); if (!mpi_rank) { write_time += (endtime - starttime) / NUM_TRIES; bandwidth += (sizeof(float) * TIMELEN * DIMSIZE1 * DIMSIZE2 * DIMSIZE3 * NUMVARS) / ((endtime - starttime) * 1024 * 1024 * NUM_TRIES); } } free(udata); if (!mpi_rank) { char chunk_string[NC_MAX_NAME + 1] = ""; /* What was our chunking? */ if (chunk_size[0]) sprintf(chunk_string, "%dx%dx%dx%d", (int)chunk_size[0], (int)chunk_size[1], (int)chunk_size[2], (int)chunk_size[3]); else strcat(chunk_string, "contiguous"); /* Print our results. */ printf("%d\t\t%s\t%s\t%d\t\t%dx%dx%dx%d\t%s\t%f\t\t%f\t\t\t%d\n", mpi_size, "MPI-IO ", (access_flag == NC_INDEPENDENT ? "independent" : "collective"), (int)cache_size / MEGABYTE, TIMELEN, DIMSIZE3, DIMSIZE2, DIMSIZE1, chunk_string, write_time, bandwidth, NUM_TRIES); } /* Delete this file. */ remove(file_name); return 0; } #define NUM_MODES 2 #define NUM_FACC 2 #define NUM_CHUNK_COMBOS_2D 3 #define NUM_CHUNK_COMBOS_4D 4 #define NUM_CACHE_SIZES 3 int main(int argc, char **argv) { MPI_Comm comm = MPI_COMM_WORLD; MPI_Info info = MPI_INFO_NULL; int mpi_size, mpi_rank; int facc_type[NUM_FACC] = {NC_INDEPENDENT, NC_COLLECTIVE}; size_t chunk_size_2d[NUM_CHUNK_COMBOS_2D][NDIMS1] = {{0, 0}, {DIMSIZE2, DIMSIZE1}, {DIMSIZE2/2 + 1, DIMSIZE1 / 2}}; size_t chunk_size_4d[NUM_CHUNK_COMBOS_4D][NDIMS2] = {{0, 0, 0, 0}, {1, DIMSIZE3, DIMSIZE2, DIMSIZE1}, {TIMELEN / 2, DIMSIZE3 / 2 + 1, DIMSIZE2 / 2 + 1, DIMSIZE1 / 2}, {TIMELEN, DIMSIZE3, DIMSIZE2, DIMSIZE1}}; size_t cache_size[NUM_CACHE_SIZES] = {MEGABYTE, 32 * MEGABYTE, 64 * MEGABYTE}; int f, c, i; /* Initialize MPI. */ MPI_Init(&argc, &argv); MPI_Comm_size(MPI_COMM_WORLD, &mpi_size); MPI_Comm_rank(MPI_COMM_WORLD, &mpi_rank); /* Check for invalid number of processors. */ if ((float)DIMSIZE1 / mpi_size != (int)(DIMSIZE1 / mpi_size)) { printf("%d divided by number of processors must be a whole number!\n", DIMSIZE1); return -1; } if (!mpi_rank) { printf("*** Testing parallel IO for NASA...\n"); printf("num_proc\tMPI mode\taccess\t\tcache (MB)\tgrid size\tchunks\tavg. write time(s)\t" "avg. write bandwidth(MB/s)\tnum_tries\n"); } for (i = 0; i < NUM_CACHE_SIZES; i++) for (f = 0; f < NUM_FACC; f++) for (c = 0; c < NUM_CHUNK_COMBOS_2D; c++) if (test_pio_2d(cache_size[i], facc_type[f], comm, info, mpi_size, mpi_rank, chunk_size_2d[c])) ERR; for (i = 0; i < NUM_CACHE_SIZES; i++) for (f = 0; f < NUM_FACC; f++) for (c = 0; c < NUM_CHUNK_COMBOS_4D; c++) if (test_pio_4d(cache_size[i], facc_type[f], comm, info, mpi_size, mpi_rank, chunk_size_4d[c])) ERR; if (!mpi_rank) SUMMARIZE_ERR; MPI_Finalize(); if (!mpi_rank) FINAL_RESULTS; return 0; }