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perf stat: More advanced variance computation
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ddcacfa0 1/*
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2 * builtin-stat.c
3 *
4 * Builtin stat command: Give a precise performance counters summary
5 * overview about any workload, CPU or specific PID.
6 *
7 * Sample output:
ddcacfa0 8
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9 $ perf stat ~/hackbench 10
10 Time: 0.104
ddcacfa0 11
bf9e1876 12 Performance counter stats for '/home/mingo/hackbench':
ddcacfa0 13
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14 1255.538611 task clock ticks # 10.143 CPU utilization factor
15 54011 context switches # 0.043 M/sec
16 385 CPU migrations # 0.000 M/sec
17 17755 pagefaults # 0.014 M/sec
18 3808323185 CPU cycles # 3033.219 M/sec
19 1575111190 instructions # 1254.530 M/sec
20 17367895 cache references # 13.833 M/sec
21 7674421 cache misses # 6.112 M/sec
ddcacfa0 22
bf9e1876 23 Wall-clock time elapsed: 123.786620 msecs
ddcacfa0 24
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25 *
26 * Copyright (C) 2008, Red Hat Inc, Ingo Molnar <mingo@redhat.com>
27 *
28 * Improvements and fixes by:
29 *
30 * Arjan van de Ven <arjan@linux.intel.com>
31 * Yanmin Zhang <yanmin.zhang@intel.com>
32 * Wu Fengguang <fengguang.wu@intel.com>
33 * Mike Galbraith <efault@gmx.de>
34 * Paul Mackerras <paulus@samba.org>
6e750a8f 35 * Jaswinder Singh Rajput <jaswinder@kernel.org>
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36 *
37 * Released under the GPL v2. (and only v2, not any later version)
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38 */
39
1a482f38 40#include "perf.h"
16f762a2 41#include "builtin.h"
148be2c1 42#include "util/util.h"
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43#include "util/parse-options.h"
44#include "util/parse-events.h"
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45#include "util/event.h"
46#include "util/debug.h"
ddcacfa0 47
ddcacfa0 48#include <sys/prctl.h>
42202dd5 49#include <math.h>
16c8a109 50
c3043569 51static struct perf_counter_attr default_attrs[] = {
ddcacfa0 52
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53 { .type = PERF_TYPE_SOFTWARE, .config = PERF_COUNT_SW_TASK_CLOCK },
54 { .type = PERF_TYPE_SOFTWARE, .config = PERF_COUNT_SW_CONTEXT_SWITCHES},
55 { .type = PERF_TYPE_SOFTWARE, .config = PERF_COUNT_SW_CPU_MIGRATIONS },
56 { .type = PERF_TYPE_SOFTWARE, .config = PERF_COUNT_SW_PAGE_FAULTS },
57
58 { .type = PERF_TYPE_HARDWARE, .config = PERF_COUNT_HW_CPU_CYCLES },
59 { .type = PERF_TYPE_HARDWARE, .config = PERF_COUNT_HW_INSTRUCTIONS },
60 { .type = PERF_TYPE_HARDWARE, .config = PERF_COUNT_HW_CACHE_REFERENCES},
61 { .type = PERF_TYPE_HARDWARE, .config = PERF_COUNT_HW_CACHE_MISSES },
62
ddcacfa0 63};
5242519b 64
a21ca2ca 65static int system_wide = 0;
f37a291c 66static unsigned int nr_cpus = 0;
3d632595 67static int run_idx = 0;
ddcacfa0 68
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69static int run_count = 1;
70static int inherit = 1;
66cf7829 71static int scale = 1;
3d632595 72static int target_pid = -1;
0cfb7a13 73static int null_run = 0;
ddcacfa0 74
3d632595 75static int fd[MAX_NR_CPUS][MAX_COUNTERS];
42202dd5 76
9e9772c4 77static u64 event_res[MAX_COUNTERS][3];
63d40deb 78static int event_scaled[MAX_COUNTERS];
3d632595 79
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80struct stats
81{
8a02631a 82 double n, mean, M2;
506d4bc8 83};
42202dd5 84
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85static void update_stats(struct stats *stats, u64 val)
86{
8a02631a 87 double delta;
9e9772c4 88
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89 stats->n++;
90 delta = val - stats->mean;
91 stats->mean += delta / stats->n;
92 stats->M2 += delta*(val - stats->mean);
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93}
94
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95static double avg_stats(struct stats *stats)
96{
8a02631a 97 return stats->mean;
506d4bc8 98}
42202dd5 99
506d4bc8 100/*
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101 * http://en.wikipedia.org/wiki/Algorithms_for_calculating_variance
102 *
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103 * (\Sum n_i^2) - ((\Sum n_i)^2)/n
104 * s^2 = -------------------------------
105 * n - 1
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106 *
107 * http://en.wikipedia.org/wiki/Stddev
108 *
109 * The std dev of the mean is related to the std dev by:
110 *
111 * s
112 * s_mean = -------
113 * sqrt(n)
114 *
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115 */
116static double stddev_stats(struct stats *stats)
117{
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118 double variance = stats->M2 / (stats->n - 1);
119 double variance_mean = variance / stats->n;
42202dd5 120
63d40deb 121 return sqrt(variance_mean);
506d4bc8 122}
42202dd5 123
506d4bc8 124struct stats event_res_stats[MAX_COUNTERS][3];
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125struct stats runtime_nsecs_stats;
126struct stats walltime_nsecs_stats;
127struct stats runtime_cycles_stats;
be1ac0d8 128
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129#define MATCH_EVENT(t, c, counter) \
130 (attrs[counter].type == PERF_TYPE_##t && \
131 attrs[counter].config == PERF_COUNT_##c)
132
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133#define ERR_PERF_OPEN \
134"Error: counter %d, sys_perf_counter_open() syscall returned with %d (%s)\n"
135
051ae7f7 136static void create_perf_stat_counter(int counter, int pid)
ddcacfa0 137{
a21ca2ca 138 struct perf_counter_attr *attr = attrs + counter;
16c8a109 139
ddcacfa0 140 if (scale)
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141 attr->read_format = PERF_FORMAT_TOTAL_TIME_ENABLED |
142 PERF_FORMAT_TOTAL_TIME_RUNNING;
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143
144 if (system_wide) {
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145 unsigned int cpu;
146
cca03c0a 147 for (cpu = 0; cpu < nr_cpus; cpu++) {
a21ca2ca 148 fd[cpu][counter] = sys_perf_counter_open(attr, -1, cpu, -1, 0);
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149 if (fd[cpu][counter] < 0 && verbose)
150 fprintf(stderr, ERR_PERF_OPEN, counter,
151 fd[cpu][counter], strerror(errno));
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152 }
153 } else {
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154 attr->inherit = inherit;
155 attr->disabled = 1;
156 attr->enable_on_exec = 1;
ddcacfa0 157
051ae7f7 158 fd[0][counter] = sys_perf_counter_open(attr, pid, -1, -1, 0);
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159 if (fd[0][counter] < 0 && verbose)
160 fprintf(stderr, ERR_PERF_OPEN, counter,
161 fd[0][counter], strerror(errno));
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162 }
163}
164
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165/*
166 * Does the counter have nsecs as a unit?
167 */
168static inline int nsec_counter(int counter)
169{
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170 if (MATCH_EVENT(SOFTWARE, SW_CPU_CLOCK, counter) ||
171 MATCH_EVENT(SOFTWARE, SW_TASK_CLOCK, counter))
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172 return 1;
173
174 return 0;
175}
176
177/*
2996f5dd 178 * Read out the results of a single counter:
c04f5e5d 179 */
2996f5dd 180static void read_counter(int counter)
c04f5e5d 181{
9cffa8d5 182 u64 *count, single_count[3];
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183 unsigned int cpu;
184 size_t res, nv;
c04f5e5d 185 int scaled;
9e9772c4 186 int i;
c04f5e5d 187
9e9772c4 188 count = event_res[counter];
2996f5dd 189
c04f5e5d 190 count[0] = count[1] = count[2] = 0;
2996f5dd 191
c04f5e5d 192 nv = scale ? 3 : 1;
cca03c0a 193 for (cpu = 0; cpu < nr_cpus; cpu++) {
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194 if (fd[cpu][counter] < 0)
195 continue;
196
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197 res = read(fd[cpu][counter], single_count, nv * sizeof(u64));
198 assert(res == nv * sizeof(u64));
f37a291c 199
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200 close(fd[cpu][counter]);
201 fd[cpu][counter] = -1;
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202
203 count[0] += single_count[0];
204 if (scale) {
205 count[1] += single_count[1];
206 count[2] += single_count[2];
207 }
208 }
209
210 scaled = 0;
211 if (scale) {
212 if (count[2] == 0) {
9e9772c4 213 event_scaled[counter] = -1;
2996f5dd 214 count[0] = 0;
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215 return;
216 }
2996f5dd 217
c04f5e5d 218 if (count[2] < count[1]) {
9e9772c4 219 event_scaled[counter] = 1;
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220 count[0] = (unsigned long long)
221 ((double)count[0] * count[1] / count[2] + 0.5);
222 }
223 }
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224
225 for (i = 0; i < 3; i++)
226 update_stats(&event_res_stats[counter][i], count[i]);
227
228 if (verbose) {
229 fprintf(stderr, "%s: %Ld %Ld %Ld\n", event_name(counter),
230 count[0], count[1], count[2]);
231 }
232
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233 /*
234 * Save the full runtime - to allow normalization during printout:
235 */
b9ebdcc0 236 if (MATCH_EVENT(SOFTWARE, SW_TASK_CLOCK, counter))
9e9772c4 237 update_stats(&runtime_nsecs_stats, count[0]);
b9ebdcc0 238 if (MATCH_EVENT(HARDWARE, HW_CPU_CYCLES, counter))
9e9772c4 239 update_stats(&runtime_cycles_stats, count[0]);
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240}
241
f37a291c 242static int run_perf_stat(int argc __used, const char **argv)
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243{
244 unsigned long long t0, t1;
245 int status = 0;
246 int counter;
247 int pid;
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248 int child_ready_pipe[2], go_pipe[2];
249 char buf;
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250
251 if (!system_wide)
252 nr_cpus = 1;
253
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254 if (pipe(child_ready_pipe) < 0 || pipe(go_pipe) < 0) {
255 perror("failed to create pipes");
256 exit(1);
257 }
258
259 if ((pid = fork()) < 0)
260 perror("failed to fork");
261
262 if (!pid) {
263 close(child_ready_pipe[0]);
264 close(go_pipe[1]);
265 fcntl(go_pipe[0], F_SETFD, FD_CLOEXEC);
266
267 /*
268 * Do a dummy execvp to get the PLT entry resolved,
269 * so we avoid the resolver overhead on the real
270 * execvp call.
271 */
272 execvp("", (char **)argv);
273
274 /*
275 * Tell the parent we're ready to go
276 */
277 close(child_ready_pipe[1]);
278
279 /*
280 * Wait until the parent tells us to go.
281 */
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282 if (read(go_pipe[0], &buf, 1) == -1)
283 perror("unable to read pipe");
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284
285 execvp(argv[0], (char **)argv);
286
287 perror(argv[0]);
288 exit(-1);
289 }
290
291 /*
292 * Wait for the child to be ready to exec.
293 */
294 close(child_ready_pipe[1]);
295 close(go_pipe[0]);
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FW
296 if (read(child_ready_pipe[0], &buf, 1) == -1)
297 perror("unable to read pipe");
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298 close(child_ready_pipe[0]);
299
42202dd5 300 for (counter = 0; counter < nr_counters; counter++)
051ae7f7 301 create_perf_stat_counter(counter, pid);
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302
303 /*
304 * Enable counters and exec the command:
305 */
306 t0 = rdclock();
42202dd5 307
051ae7f7 308 close(go_pipe[1]);
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309 wait(&status);
310
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311 t1 = rdclock();
312
9e9772c4 313 update_stats(&walltime_nsecs_stats, t1 - t0);
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314
315 for (counter = 0; counter < nr_counters; counter++)
316 read_counter(counter);
317
318 return WEXITSTATUS(status);
319}
320
506d4bc8 321static void print_noise(double avg, double stddev)
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322{
323 if (run_count > 1)
506d4bc8 324 fprintf(stderr, " ( +- %7.3f%% )", 100*stddev / avg);
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325}
326
506d4bc8 327static void nsec_printout(int counter, double avg, double stddev)
44175b6f 328{
506d4bc8 329 double msecs = avg / 1e6;
44175b6f 330
6e750a8f 331 fprintf(stderr, " %14.6f %-24s", msecs, event_name(counter));
44175b6f 332
b9ebdcc0 333 if (MATCH_EVENT(SOFTWARE, SW_TASK_CLOCK, counter)) {
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334 fprintf(stderr, " # %10.3f CPUs ",
335 avg / avg_stats(&walltime_nsecs_stats));
44175b6f 336 }
506d4bc8 337 print_noise(avg, stddev);
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338}
339
506d4bc8 340static void abs_printout(int counter, double avg, double stddev)
44175b6f 341{
506d4bc8 342 fprintf(stderr, " %14.0f %-24s", avg, event_name(counter));
44175b6f 343
506d4bc8 344 if (MATCH_EVENT(HARDWARE, HW_INSTRUCTIONS, counter)) {
42202dd5 345 fprintf(stderr, " # %10.3f IPC ",
506d4bc8 346 avg / avg_stats(&runtime_cycles_stats));
42202dd5 347 } else {
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348 fprintf(stderr, " # %10.3f M/sec",
349 1000.0 * avg / avg_stats(&runtime_nsecs_stats));
44175b6f 350 }
506d4bc8 351 print_noise(avg, stddev);
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352}
353
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354/*
355 * Print out the results of a single counter:
356 */
357static void print_counter(int counter)
358{
506d4bc8 359 double avg, stddev;
63d40deb 360 int scaled = event_scaled[counter];
2996f5dd 361
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362 avg = avg_stats(&event_res_stats[counter][0]);
363 stddev = stddev_stats(&event_res_stats[counter][0]);
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364
365 if (scaled == -1) {
6e750a8f 366 fprintf(stderr, " %14s %-24s\n",
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367 "<not counted>", event_name(counter));
368 return;
369 }
c04f5e5d 370
44175b6f 371 if (nsec_counter(counter))
506d4bc8 372 nsec_printout(counter, avg, stddev);
44175b6f 373 else
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374 abs_printout(counter, avg, stddev);
375
376 if (scaled) {
377 double avg_enabled, avg_running;
378
379 avg_enabled = avg_stats(&event_res_stats[counter][1]);
380 avg_running = avg_stats(&event_res_stats[counter][2]);
d7c29318 381
210ad39f 382 fprintf(stderr, " (scaled from %.2f%%)",
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383 100 * avg_running / avg_enabled);
384 }
44175b6f 385
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386 fprintf(stderr, "\n");
387}
388
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389static void print_stat(int argc, const char **argv)
390{
391 int i, counter;
392
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393 fflush(stdout);
394
395 fprintf(stderr, "\n");
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396 fprintf(stderr, " Performance counter stats for \'%s", argv[0]);
397
398 for (i = 1; i < argc; i++)
399 fprintf(stderr, " %s", argv[i]);
400
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401 fprintf(stderr, "\'");
402 if (run_count > 1)
403 fprintf(stderr, " (%d runs)", run_count);
404 fprintf(stderr, ":\n\n");
2996f5dd 405
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406 for (counter = 0; counter < nr_counters; counter++)
407 print_counter(counter);
ddcacfa0 408
ddcacfa0 409 fprintf(stderr, "\n");
566747e6 410 fprintf(stderr, " %14.9f seconds time elapsed",
506d4bc8 411 avg_stats(&walltime_nsecs_stats)/1e9);
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412 if (run_count > 1) {
413 fprintf(stderr, " ( +- %7.3f%% )",
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414 100*stddev_stats(&walltime_nsecs_stats) /
415 avg_stats(&walltime_nsecs_stats));
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416 }
417 fprintf(stderr, "\n\n");
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418}
419
f7b7c26e
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420static volatile int signr = -1;
421
5242519b 422static void skip_signal(int signo)
ddcacfa0 423{
f7b7c26e
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424 signr = signo;
425}
426
427static void sig_atexit(void)
428{
429 if (signr == -1)
430 return;
431
432 signal(signr, SIG_DFL);
433 kill(getpid(), signr);
5242519b
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434}
435
436static const char * const stat_usage[] = {
437 "perf stat [<options>] <command>",
438 NULL
439};
440
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441static const struct option options[] = {
442 OPT_CALLBACK('e', "event", NULL, "event",
86847b62
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443 "event selector. use 'perf list' to list available events",
444 parse_events),
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445 OPT_BOOLEAN('i', "inherit", &inherit,
446 "child tasks inherit counters"),
447 OPT_INTEGER('p', "pid", &target_pid,
448 "stat events on existing pid"),
449 OPT_BOOLEAN('a', "all-cpus", &system_wide,
3d632595 450 "system-wide collection from all CPUs"),
b26bc5a7 451 OPT_BOOLEAN('c', "scale", &scale,
3d632595 452 "scale/normalize counters"),
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453 OPT_BOOLEAN('v', "verbose", &verbose,
454 "be more verbose (show counter open errors, etc)"),
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455 OPT_INTEGER('r', "repeat", &run_count,
456 "repeat command and print average + stddev (max: 100)"),
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457 OPT_BOOLEAN('n', "null", &null_run,
458 "null run - dont start any counters"),
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459 OPT_END()
460};
461
f37a291c 462int cmd_stat(int argc, const char **argv, const char *prefix __used)
5242519b 463{
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464 int status;
465
a0541234
AB
466 argc = parse_options(argc, argv, options, stat_usage,
467 PARSE_OPT_STOP_AT_NON_OPTION);
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468 if (!argc)
469 usage_with_options(stat_usage, options);
9e9772c4 470 if (run_count <= 0)
42202dd5 471 usage_with_options(stat_usage, options);
ddcacfa0 472
c3043569
JSR
473 /* Set attrs and nr_counters if no event is selected and !null_run */
474 if (!null_run && !nr_counters) {
475 memcpy(attrs, default_attrs, sizeof(default_attrs));
476 nr_counters = ARRAY_SIZE(default_attrs);
477 }
ddcacfa0 478
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479 nr_cpus = sysconf(_SC_NPROCESSORS_ONLN);
480 assert(nr_cpus <= MAX_NR_CPUS);
f37a291c 481 assert((int)nr_cpus >= 0);
ddcacfa0 482
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483 /*
484 * We dont want to block the signals - that would cause
485 * child tasks to inherit that and Ctrl-C would not work.
486 * What we want is for Ctrl-C to work in the exec()-ed
487 * task, but being ignored by perf stat itself:
488 */
f7b7c26e 489 atexit(sig_atexit);
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490 signal(SIGINT, skip_signal);
491 signal(SIGALRM, skip_signal);
492 signal(SIGABRT, skip_signal);
493
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494 status = 0;
495 for (run_idx = 0; run_idx < run_count; run_idx++) {
496 if (run_count != 1 && verbose)
3d632595 497 fprintf(stderr, "[ perf stat: executing run #%d ... ]\n", run_idx + 1);
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498 status = run_perf_stat(argc, argv);
499 }
500
501 print_stat(argc, argv);
502
503 return status;
ddcacfa0 504}