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boinc/sched/credit_test.cpp

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// credit_test
//
// Simulate the new credit system for the N most recent jobs
// in project's database, and give a comparison of new and old systems.
// Doesn't modify anything.
//
// You must first run html/ops/credit_test.php to create a data file
//
#include <stdio.h>
#include <string.h>
#include "sched_config.h"
#include "sched_customize.h"
#include "boinc_db.h"
#define MAX_JOBS 100000
#define COBBLESTONE_SCALE 100/86400e9
#define PRINT_AV_PERIOD 100
#define SCALE_AV_PERIOD 20
#define MIN_HOST_SAMPLES 10
// don't use host scaling unless have this many samples for host
#define MIN_VERSION_SAMPLES 100
// don't update a version's scale unless it has this many samples,
// and don't accumulate stats until this occurs
#define HAV_AVG_THRESH 20
#define HAV_AVG_WEIGHT .01
#define HAV_AVG_LIMIT 10
#define AV_AVG_THRESH 50000
#define AV_AVG_WEIGHT .005
#define AV_AVG_LIMIT 10
double min_credit = 0;
vector<APP_VERSION> app_versions;
vector<APP> apps;
vector<HOST_APP_VERSION> host_app_versions;
vector<PLATFORM> platforms;
bool accumulate_stats = false;
// set to true when we have PFC averages for
// both a GPU and a CPU version
void read_db() {
DB_APP app;
DB_APP_VERSION av;
while (!app.enumerate("")) {
apps.push_back(app);
}
while (!av.enumerate("where deprecated=0 order by id desc")) {
av.pfc_scale= 1;
app_versions.push_back(av);
}
DB_PLATFORM platform;
while (!platform.enumerate("")) {
platforms.push_back(platform);
}
}
PLATFORM* lookup_platform(int id) {
unsigned int i;
for (i=0; i<platforms.size(); i++) {
PLATFORM& p = platforms[i];
if (p.id == id) return &p;
}
return NULL;
}
APP_VERSION* lookup_av(int id) {
unsigned int i;
for (i=0; i<app_versions.size(); i++) {
APP_VERSION& av = app_versions[i];
if (av.id == id) return &av;
}
printf(" missing app version %d\n", id);
exit(1);
}
APP& lookup_app(int id) {
unsigned int i;
for (i=0; i<apps.size(); i++) {
APP& app = apps[i];
if (app.id == id) return app;
}
printf("missing app: %d\n", id);
exit(1);
return apps[0];
}
HOST_APP_VERSION& lookup_host_app_version(int hostid, int avid) {
unsigned int i;
for (i=0; i<host_app_versions.size(); i++) {
HOST_APP_VERSION& hav = host_app_versions[i];
if (hav.host_id != hostid) continue;
if (hav.app_version_id != avid) continue;
return hav;
}
HOST_APP_VERSION h;
h.host_id = hostid;
h.app_version_id = avid;
host_app_versions.push_back(h);
return host_app_versions.back();
}
void print_average(AVERAGE& a) {
printf("n %f avg %f\n", a.n, a.get_avg()
);
}
void print_avs() {
unsigned int i;
printf("----- scales --------\n");
for (i=0; i<app_versions.size(); i++) {
APP_VERSION& av = app_versions[i];
if (!av.pfc.n) continue;
PLATFORM* p = lookup_platform(av.platformid);
printf("app %d vers %d (%s %s)\n scale %f ",
av.appid, av.id, p->name, av.plan_class, av.pfc_scale
);
print_average(av.pfc);
printf("\n");
}
printf("-------------\n");
}
void lookup_host(DB_HOST& h, int id) {
int retval = h.lookup_id(id);
if (retval) {
printf("can't find host %d\n", id);
exit(1);
}
}
// used in the computation of AV scale factors
//
struct RSC_INFO {
double pfc_sum;
double pfc_n;
int nvers_thresh; // # app versions w/ lots of samples
int nvers_total;
RSC_INFO() {
pfc_sum = 0;
pfc_n = 0;
nvers_thresh = 0;
nvers_total = 0;
}
void update(APP_VERSION& av) {
nvers_total++;
if (av.pfc.n > MIN_VERSION_SAMPLES) {
nvers_thresh++;
pfc_sum += av.pfc.get_avg() * av.pfc.n;
pfc_n += av.pfc.n;
}
}
double avg() {
return pfc_sum/pfc_n;
}
};
void scale_versions(APP& app, double avg) {
for (unsigned int j=0; j<app_versions.size(); j++) {
APP_VERSION& av = app_versions[j];
if (av.appid != app.id) continue;
if (av.pfc.n < MIN_VERSION_SAMPLES) continue;
av.pfc_scale= avg/av.pfc.get_avg();
PLATFORM* p = lookup_platform(av.platformid);
printf("updating scale factor for (%s %s)\n",
p->name, av.plan_class
);
printf(" n: %f avg PFC: %f new scale: %f\n",
av.pfc.n, av.pfc.get_avg(), av.pfc_scale
);
}
app.min_avg_pfc = avg;
}
// update app version scale factors,
// and find the min average PFC for each app
//
void update_av_scales() {
unsigned int i, j;
printf("----- updating scales --------\n");
for (i=0; i<apps.size(); i++) {
APP& app = apps[i];
printf("app %d\n", app.id);
RSC_INFO cpu_info, gpu_info;
// find the average PFC of CPU and GPU versions
for (j=0; j<app_versions.size(); j++) {
APP_VERSION& av = app_versions[j];
if (av.appid != app.id) continue;
if (strstr(av.plan_class, "cuda") || strstr(av.plan_class, "ati")) {
printf("gpu update: %d %s %f\n", av.id, av.plan_class, av.pfc.get_avg());
gpu_info.update(av);
} else {
printf("cpu update: %d %s %f\n", av.id, av.plan_class, av.pfc.get_avg());
cpu_info.update(av);
}
}
// If there are only CPU or only GPU versions,
// and 2 are above threshold, normalize to the average
//
// If there are both, and at least 1 of each is above threshold,
// normalize to the min of the averages
//
if (cpu_info.nvers_total) {
if (gpu_info.nvers_total) {
if (cpu_info.nvers_thresh && gpu_info.nvers_thresh) {
printf("CPU avg: %f\n", cpu_info.avg());
printf("GPU avg: %f\n", gpu_info.avg());
scale_versions(app,
cpu_info.avg()<gpu_info.avg()?cpu_info.avg():gpu_info.avg()
);
accumulate_stats = true;
}
} else {
if (cpu_info.nvers_thresh > 1) {
scale_versions(app, cpu_info.avg());
accumulate_stats = true;
}
}
} else {
if (gpu_info.nvers_thresh > 1) {
scale_versions(app, gpu_info.avg());
accumulate_stats = true;
}
}
}
printf("-------------\n");
}
// Compute or estimate normalized peak FLOP count (PFC),
// and update data structures.
// Return true if the PFC was computed in the "normal" way,
// i.e. not anon platform, and reflects version scaling
//
bool get_pfc(RESULT& r, WORKUNIT& wu, double& pfc) {
APP_VERSION* avp = NULL;
DB_HOST host;
APP& app = lookup_app(r.appid);
HOST_APP_VERSION& hav = lookup_host_app_version(
r.hostid, r.app_version_id
);
if (r.elapsed_time) {
// new client
hav.et.update(
r.elapsed_time/wu.rsc_fpops_est,
HAV_AVG_THRESH, HAV_AVG_WEIGHT, HAV_AVG_LIMIT
);
if (r.app_version_id < 0) {
// anon platform
//
pfc = app.min_avg_pfc;
if (hav.et.n > MIN_HOST_SAMPLES) {
pfc *= (r.elapsed_time/wu.rsc_fpops_est)/hav.et.get_avg();
}
printf(" skipping: anon platform\n");
return false;
} else {
pfc = (r.elapsed_time * r.flops_estimate);
avp = lookup_av(r.app_version_id);
printf(" sec: %.0f GFLOPS: %.0f PFC: %.0fG raw credit: %.2f\n",
r.elapsed_time, r.flops_estimate/1e9, pfc/1e9, pfc*COBBLESTONE_SCALE
);
}
} else {
// old client
//
hav.et.update(
r.cpu_time/wu.rsc_fpops_est,
HAV_AVG_THRESH, HAV_AVG_WEIGHT, HAV_AVG_LIMIT
);
pfc = app.min_avg_pfc*wu.rsc_fpops_est;
if (hav.et.n > MIN_HOST_SAMPLES) {
double s = r.elapsed_time/hav.et.get_avg();
pfc *= s;
printf(" old client: scaling by %f (%f/%f)\n",
s, r.elapsed_time, hav.et.get_avg()
);
} else {
printf(" old client: not scaling\n");
}
return false;
}
avp->pfc.update(
pfc/wu.rsc_fpops_est,
AV_AVG_THRESH, AV_AVG_WEIGHT, AV_AVG_LIMIT
);
// version normalization
double vnpfc = pfc * avp->pfc_scale;
PLATFORM* p = lookup_platform(avp->platformid);
printf(" updated version PFC: %f\n", pfc/wu.rsc_fpops_est);
printf(" version scale (%s %s): %f\n",
p->name, avp->plan_class, avp->pfc_scale
);
// host normalization
hav.pfc.update(
pfc/wu.rsc_fpops_est,
HAV_AVG_THRESH, HAV_AVG_WEIGHT, HAV_AVG_LIMIT
);
double host_scale = 1;
if (hav.pfc.n > MIN_HOST_SAMPLES && avp->pfc.n > MIN_VERSION_SAMPLES) {
host_scale = avp->pfc.get_avg()/hav.pfc.get_avg();
if (host_scale > 1) host_scale = 1;
printf(" host scale: %f (%f/%f)\n",
host_scale, avp->pfc.get_avg(), hav.pfc.get_avg()
);
}
pfc = vnpfc * host_scale;
return avp->pfc.n > MIN_VERSION_SAMPLES;
}
int main(int argc, char** argv) {
RESULT r;
WORKUNIT wu;
int retval;
FILE* f = fopen("credit_test_unsorted", "w");
if (argc > 1) {
min_credit = atof(argv[1]);
}
retval = config.parse_file();
if (retval) {printf("no config: %d\n", retval); exit(1);}
retval = boinc_db.open(
config.db_name, config.db_host, config.db_user, config.db_passwd
);
if (retval) {printf("no db\n"); exit(1);}
read_db();
int n=0, nstats=0;
double total_old_credit = 0;
double total_new_credit = 0;
FILE* in = fopen("credit_test_data", "r");
printf("min credit: %f\n", min_credit);
while (!feof(in)) {
int c = fscanf(in, "%d %d %d %d %lf %d %lf %lf %lf %lf",
&r.id, &r.workunitid, &r.appid, &r.hostid,
&r.claimed_credit, &r.app_version_id, &r.elapsed_time,
&r.flops_estimate, &r.cpu_time, &wu.rsc_fpops_est
);
if (c != 10) break;
printf("%d) result %d WU %d host %d old credit %f\n",
n, r.id, r.workunitid, r.hostid, r.claimed_credit
);
n++;
if (r.claimed_credit < min_credit) {
printf(" skipping: small credit\n");
continue;
}
double pfc;
bool normal = get_pfc(r, wu, pfc);
double new_claimed_credit = pfc * COBBLESTONE_SCALE;
if (normal) {
printf(" new credit %.2f old credit %.2f\n",
new_claimed_credit, r.claimed_credit
);
if (accumulate_stats) {
total_old_credit += r.claimed_credit;
total_new_credit += new_claimed_credit;
nstats++;
fprintf(f, "%d %d %.2f %.2f\n",
r.workunitid, r.id, new_claimed_credit, r.claimed_credit
);
} else {
printf(" not accumulated\n");
}
} else {
printf(" new credit (average): %f\n", new_claimed_credit);
}
if (n%SCALE_AV_PERIOD ==0) {
update_av_scales();
}
if (n%PRINT_AV_PERIOD ==0) {
print_avs();
}
if (n%1000 == 0) {
fprintf(stderr, "%d\n", n);
}
if (n >= MAX_JOBS) break;
}
fclose(f);
if (nstats == 0) {
printf("Insufficient jobs were read from DB\n");
exit(0);
}
print_avs();
printf("Average credit: old %.2f new %.2f (ratio %.2f)\n",
total_old_credit/nstats, total_new_credit/nstats,
total_new_credit/total_old_credit
);
//printf("Variance claimed to grant old credit: %f\n", sqrt(variance_old/nstats));
//printf("Variance claimed to grant old credit: %f\n", sqrt(variance_old/nstats));
}
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