#!/usr/bin/env python # Copyright (c) 2012-2016, Intel Corporation # Author: Andi Kleen # # This program is free software; you can redistribute it and/or modify it # under the terms and conditions of the GNU General Public License, # version 2, as published by the Free Software Foundation. # # This program is distributed in the hope it will be useful, but WITHOUT # ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or # FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for # more details. # # Measure a workload using the topdown performance model: # estimate on which part of the CPU pipeline it bottlenecks. # # Must find ocperf in python module path. add to paths below if needed. # Handles a variety of perf and kernel versions, but older ones have various # limitations. import sys, os, re, itertools, textwrap, platform, pty, subprocess import exceptions, argparse, time, types, fnmatch, csv, copy from collections import defaultdict, Counter from tl_stat import combine_valstat, ComputeStat, ValStat from tl_cpu import CPU import tl_output import ocperf known_cpus = ( ("snb", (42, )), ("jkt", (45, )), ("ivb", (58, )), ("ivt", (62, )), ("hsw", (60, 70, 69 )), ("hsx", (63, )), ("slm", (55, 77, 76, )), ("bdw", (61, 71, )), ("bdx", (79, 86, )), ("simple", ()), ("skl", (94, 78, 142, 158, )), ) tsx_cpus = ("hsw", "hsx", "bdw", "skl") fixed_to_num = { "instructions" : 0, "cycles" : 1, "cpu/event=0x3c,umask=0x00,any=1/": 1, "cpu/event=0x3c,umask=0x0,any=1/": 1, "ref-cycles" : 2, "cpu/event=0x0,umask=0x3,any=1/" : 2, } # handle kernels that don't support all events unsup_pebs = ( ("BR_MISP_RETIRED.ALL_BRANCHES:pp", (("hsw",), (3, 18), None)), ("MEM_LOAD_UOPS_L3_HIT_RETIRED.XSNP_HITM:pp", (("hsw",), (3, 18), None)), ("MEM_LOAD_UOPS_RETIRED.L3_MISS:pp", (("hsw",), (3, 18), None)), ) ivb_ht_39 = (("ivb", "ivt"), (4, 1), (3, 9)) # uncomment if you removed commit 741a698f420c3 #ivb_ht_39 = ((), None, None) # both kernel bugs and first time a core was supported # disable events if the kernel does not support them properly # this does not handle backports (override with --force-events) unsup_events = ( # commit 36bbb2f2988a29 ("OFFCORE_RESPONSE.DEMAND_RFO.L3_HIT.HITM_OTHER_CORE", (("hsw", "hsx"), (3, 18), None)), # commit 741a698f420c3 broke it, commit e979121b1b and later fixed it ("MEM_LOAD_UOPS_L*_HIT_RETIRED.*", ivb_ht_39), ("MEM_LOAD_UOPS_RETIRED.*", ivb_ht_39), ("MEM_LOAD_UOPS_L*_MISS_RETIRED.*", ivb_ht_39), ("MEM_UOPS_RETIRED.*", ivb_ht_39), # commit 5e176213a6b2bc # the event works, but it cannot put into the same group as # any other CYCLE_ACTIVITY.* event. For now black list, but # could also special case this in the group scheduler. ("CYCLE_ACTIVITY.STALLS_TOTAL", (("bdw", (4, 4), None))), # commit 91f1b70582c62576 ("CYCLE_ACTIVITY.*", (("bdw"), (4, 1), None)), ("L1D_PEND_MISS.PENDING", (("bdw"), (4, 1), None)), # commit 6113af14c8 ("CYCLE_ACTIVITY:CYCLES_LDM_PENDING", (("ivb", "ivt"), (3, 12), None)), # commit f8378f52596477 ("CYCLE_ACTIVITY.*", (("snb", "jkt"), (3, 9), None)), # commit 0499bd867bd17c (ULT) or commit 3a632cb229bfb18 (other) # technically most haswells are 3.10, but ULT is 3.11 ("L1D_PEND_MISS.PENDING", (("hsw",), (3, 11), None)), ("L1D_PEND_MISS.PENDING", (("hsx"), (3, 10), None)), # commit c420f19b9cdc ("CYCLE_ACTIVITY.*_L1D_PENDING", (("hsw", "hsx"), (4, 1), None)), ("CYCLE_ACTIVITY.CYCLES_NO_EXECUTE", (("hsw", "hsx"), (4, 1), None)), # commit 3a632cb229b ("CYCLE_ACTIVITY.*", (("hsw", "hsx"), (3, 11), None))) errata_whitelist = { "BDE69", "BDE70", } ingroup_events = frozenset(fixed_to_num.keys()) outgroup_events = set(["dummy"]) nonperf_events = set(["interval-ns", "mux"]) # workaround for broken event files for now event_fixes = { "UOPS_EXECUTED.CYCLES_GE_1_UOPS_EXEC": "UOPS_EXECUTED.CYCLES_GE_1_UOP_EXEC", "UOPS_EXECUTED.CYCLES_GE_1_UOP_EXEC": "UOPS_EXECUTED.CYCLES_GE_1_UOPS_EXEC" } smt_domains = ("Slots", "CoreClocks", "CoreMetric") limited_counters = { "cpu/cycles-ct/": 2, } limited_set = set(limited_counters.keys()) smt_mode = False errata_events = dict() errata_warn_events = dict() perf = os.getenv("PERF") if not perf: perf = "perf" def works(x): return os.system(x + " >/dev/null 2>/dev/null") == 0 class PerfFeatures: """Adapt to the quirks of various perf versions.""" def __init__(self): self.logfd_supported = works(perf + " stat --log-fd 3 3>/dev/null true") if not self.logfd_supported: sys.exit("perf binary is too old. please upgrade") self.supports_power = works(perf + " list | grep -q power/") def kv_to_key(v): return v[0] * 100 + v[1] def unsup_event(e, table, min_kernel=None): if ":" in e: e = e[:e.find(":")] for j in table: if fnmatch.fnmatch(e, j[0]) and cpu.realcpu in j[1][0]: break else: return False v = j[1] if v[1] and kv_to_key(kernel_version) < kv_to_key(v[1]): if min_kernel: min_kernel.append(v[1]) return True if v[2] and kv_to_key(kernel_version) >= kv_to_key(v[2]) : return True return False def needed_limited_counter(evlist, limit_table, limit_set): limited_only = set(evlist) & set(limit_set) assigned = Counter([limit_table[x] for x in limited_only]).values() # 0..1 counter is ok # >1 counter is over subscribed return sum([x - 1 for x in assigned if x > 1]) def fixed_overflow(evlist): return needed_limited_counter(evlist, fixed_to_num, ingroup_events) def limit_overflow(evlist): return needed_limited_counter(evlist, limited_counters, limited_set) def needed_counters(evlist): evset = set(evlist) num_generic = len(evset - ingroup_events - limited_set) # If we need more than 3 fixed counters (happens with any vs no any) # promote those to generic counters num = num_generic + fixed_overflow(evlist) # account events that only schedule on one of the generic counters # first allocate the limited counters that are not oversubscribed num_limit = limit_overflow(evlist) num += len(evset & limited_set) - num_limit # if we need more than one of a limited counter make it look # like it fills the group to limit first before adding them to force # a split if num_limit > 0: num = max(num, cpu.counters) + num_limit return num def event_group(evlist): e = ",".join(add_filter(evlist)) if not args.no_group and 1 < needed_counters(evlist) <= cpu.counters: e = "{%s}" % (e,) return e def exe_dir(): d = os.path.dirname(sys.argv[0]) if d: return d return "." feat = PerfFeatures() emap = ocperf.find_emap() if not emap: sys.exit("Unknown CPU or CPU event map not found.") p = argparse.ArgumentParser(usage='toplev [options] perf-arguments', description=''' Estimate on which part of the CPU pipeline a workload bottlenecks using the TopDown model. The bottlenecks are expressed as a tree with different levels. Requires a modern Intel CPU. Examples: toplev.py -l2 program measure whole system in level 2 while program is running toplev.py -l1 --single-thread program measure single threaded program. system must be idle. toplev.py -l3 --no-desc -I 100 -x, sleep X measure whole system for X seconds every 100ms, outputting in CSV format. toplev.py --all --core C0 taskset -c 0,1 program Measure program running on core 0 with all nodes and metrics enables ''', epilog=''' Other perf arguments allowed (see the perf documentation) After -- perf arguments conflicting with toplev can be used. Some caveats: toplev defaults to measuring the full system and show data for all CPUs. Use taskset to limit the workload to known CPUs if needed. In some cases (idle system, single threaded workload) --single-thread can also be used. The lower levels of the measurement tree are less reliable than the higher levels. They also rely on counter multi-plexing, and can not run each equation in a single group, which can cause larger measurement errors with non steady state workloads (If you don't understand this terminology; it means measurements in higher levels are less accurate and it works best with programs that primarily do the same thing over and over) If the program is very reproducible -- such as a simple kernel -- it is also possible to use --no-multiplex. In this case the workload is rerun multiple times until all data is collected. Do not use together with sleep. toplev needs a new enough perf tool and has specific requirements on the kernel. See http://github.com/andikleen/pmu-tools/wiki/toplev-kernel-support Other CPUs can be forced with FORCECPU=name This usually requires setting the correct event map with EVENTMAP=... Valid CPU names: ''' + " ".join([x[0] for x in known_cpus]), formatter_class=argparse.RawDescriptionHelpFormatter) p.add_argument('--verbose', '-v', help='Print all results even when below threshold or exceeding boundaries. Note this can result in bogus values, as the TopDown methodology relies on thresholds to correctly characterize workloads.', action='store_true') p.add_argument('--kernel', help='Only measure kernel code', action='store_true') p.add_argument('--user', help='Only measure user code', action='store_true') p.add_argument('--print-group', '-g', help='Print event group assignments', action='store_true') p.add_argument('--no-desc', help='Do not print event descriptions', action='store_true') p.add_argument('--desc', help='Force event descriptions', action='store_true') p.add_argument('--csv', '-x', help='Enable CSV mode with specified delimeter') p.add_argument('--interval', '-I', help='Enable interval mode with ms interval', type=int) p.add_argument('--output', '-o', help='Set output file', default=sys.stderr, type=argparse.FileType('w')) p.add_argument('--graph', help='Automatically graph interval output with tl-barplot.py', action='store_true') p.add_argument("--graph-cpu", help="CPU to graph using --graph") p.add_argument('--title', help='Set title of graph') p.add_argument('--xkcd', help='Use xkcd plotting mode for graph', action='store_true') p.add_argument('--level', '-l', help='Measure upto level N (max 5)', type=int, default=1) p.add_argument('--detailed', '-d', help=argparse.SUPPRESS, action='store_true') p.add_argument('--metrics', '-m', help="Print extra metrics", action='store_true') p.add_argument('--raw', help="Print raw values", action='store_true') p.add_argument('--sw', help="Measure perf Linux metrics", action='store_true') p.add_argument('--no-util', help="Do not measure CPU utilization", action='store_true') p.add_argument('--cpu', '-C', help=argparse.SUPPRESS) p.add_argument('--pid', '-p', help=argparse.SUPPRESS) p.add_argument('--tsx', help="Measure TSX metrics", action='store_true') p.add_argument('--all', help="Measure everything available", action='store_true') p.add_argument('--frequency', help="Measure frequency", action='store_true') p.add_argument('--repl', action='store_true', help=argparse.SUPPRESS) p.add_argument('--no-group', help='Dont use groups', action='store_true') p.add_argument('--no-multiplex', help='Do not multiplex, but run the workload multiple times as needed. Requires reproducible workloads.', action='store_true') p.add_argument('--show-sample', help='Show command line to rerun workload with sampling', action='store_true') p.add_argument('--run-sample', help='Automatically rerun workload with sampling', action='store_true') p.add_argument('--sample-args', help='Extra rguments to pass to perf record for sampling. Use + to specify -', default='-g') p.add_argument('--sample-repeat', help='Repeat measurement and sampling N times. This interleaves counting and sampling', type=int) p.add_argument('--sample-basename', help='Base name of sample perf.data files', default="perf.data") p.add_argument('--valcsv', '-V', help='Write raw counter values into CSV file', type=argparse.FileType('w')) p.add_argument('--stats', help='Show statistics on what events counted', action='store_true') p.add_argument('--power', help='Display power metrics', action='store_true') p.add_argument('--version', help=argparse.SUPPRESS, action='store_true') p.add_argument('--debug', help=argparse.SUPPRESS, action='store_true') p.add_argument('--core', help='Limit output to cores. Comma list of Sx-Cx-Tx. All parts optional.') p.add_argument('--single-thread', '-S', help='Measure workload as single thread. Workload must run single threaded. In SMT mode other thread must be idle.', action='store_true') p.add_argument('--long-desc', help='Print long descriptions instead of abbreviated ones.', action='store_true') p.add_argument('--force-events', help='Assume kernel supports all events. May give wrong results.', action='store_true') p.add_argument('--columns', help='Print CPU output in multiple columns', action='store_true') p.add_argument('--nodes', help='Include or exclude nodes (with + to add, ^ to remove, comma separated list, wildcards allowed)') p.add_argument('--quiet', help='Avoid unnecessary status output', action='store_true') p.add_argument('--bottleneck', help='Show critical bottleneck', action='store_true') p.add_argument('--reduced', help='Use reduced server subset of nodes/metrics', action='store_true') p.add_argument('--ignore-errata', help='Do not disable events with errata', action='store_true') args, rest = p.parse_known_args() rest = [x for x in rest if x != "--"] if args.version: print "toplev" sys.exit(0) if len(rest) == 0: p.print_help() sys.exit(0) if args.all: args.tsx = True args.power = True args.sw = True args.metrics = True args.frequency = True args.level = 5 if args.graph: if not args.interval: args.interval = 100 extra = "" if args.title: title = args.title else: title = "cpu %s" % (args.graph_cpu if args.graph_cpu else 0) extra += '--title "' + title + '" ' if args.xkcd: extra += '--xkcd ' if args.output != sys.stderr: extra += '--output "' + args.output.name + '" ' if args.graph_cpu: extra += "--cpu " + args.graph_cpu + " " args.csv = ',' cmd = "PATH=$PATH:%s ; tl-barplot.py %s /dev/stdin" % (exe_dir(), extra) if not args.quiet: print cmd args.output = subprocess.Popen(cmd, shell=True, stdin=subprocess.PIPE).stdin if args.sample_repeat: args.run_sample = True print_all = args.verbose # or args.csv dont_hide = args.verbose detailed_model = (args.level > 1) or args.detailed csv_mode = args.csv interval_mode = args.interval ring_filter = "" if args.kernel: ring_filter = 'k' if args.user: ring_filter = 'u' if args.user and args.kernel: ring_filter = None print_group = args.print_group if args.cpu: rest = ["--cpu", args.cpu] + rest if args.pid: rest = ["--pid", args.pid] + rest MAX_ERROR = 0.05 def check_ratio(l): if print_all: return True return 0 - MAX_ERROR < l < 1 + MAX_ERROR cpu = CPU(known_cpus) def print_perf(r): if args.quiet: return l = ["'" + x + "'" if x.find("{") >= 0 else x for x in r] l = [x.replace(";", "\;") for x in l] i = l.index('--log-fd') del l[i:i+2] print " ".join(l) sys.stdout.flush() class PerfRun: """Control a perf subprocess.""" def execute(self, r): outp, inp = pty.openpty() n = r.index("--log-fd") r[n + 1] = "%d" % (inp) print_perf(r) self.perf = subprocess.Popen(r) os.close(inp) return os.fdopen(outp, 'r') def wait(self): ret = 0 if self.perf: ret = self.perf.wait() return ret fixed_counters = { "CPU_CLK_UNHALTED.THREAD": "cycles", "CPU_CLK_UNHALTED.THREAD:amt1": "cpu/event=0x3c,umask=0x0,any=1/", "INST_RETIRED.ANY": "instructions", "CPU_CLK_UNHALTED.REF_TSC": "ref-cycles", "CPU_CLK_UNHALTED.REF_TSC:amt1": "cpu/event=0x0,umask=0x3,any=1/", "CPU_CLK_UNHALTED.REF_TSC:sup": "cpu/event=0x0,umask=0x3/k", "CPU_CLK_UNHALTED.REF_TSC:SUP": "cpu/event=0x0,umask=0x3/k", } fixed_set = frozenset(fixed_counters.keys()) fixed_to_name = dict(zip(fixed_counters.values(), fixed_counters.keys())) def separator(x): if x.startswith("cpu"): return "" return ":" def add_filter_event(e): if "/" in e and not e.startswith("cpu"): return e s = separator(e) if not e.endswith(s + ring_filter): return e + s + ring_filter return e def add_filter(s): if ring_filter: s = map(add_filter_event, s) return s notfound_cache = set() def raw_event(i, name="", period=False): orig_i = i if i.count(".") > 0: if i in fixed_counters: return fixed_counters[i] e = emap.getevent(i) if e is None: if i in event_fixes: e = emap.getevent(event_fixes[i]) if e is None: if i not in notfound_cache: notfound_cache.add(i) print >>sys.stderr, "%s not found" % (i,) return "dummy" oi = i i = e.output(noname=True, name=name, period=period) if len(re.findall(r'[a-z0-9_]+/.*?/[a-z]*', i)) > 1: print "Event", oi, "maps to multiple units. Ignored." return "dummy" # FIXME emap.update_event(e.output(noname=True), e) # next three things should be moved somewhere else if i.startswith("uncore"): outgroup_events.add(i) if e.counter != cpu.standard_counters and not e.counter.startswith("Fixed"): # for now use the first counter only to simplify # the assignment. This is sufficient for current # CPUs limited_counters[i] = int(e.counter.split(",")[0]) limited_set.add(i) if e.errata: if e.errata in errata_whitelist: errata_events[orig_i] = e.errata else: errata_warn_events[orig_i] = e.errata return i # generate list of converted raw events from events string def raw_events(evlist): return map(raw_event, evlist) def mark_fixed(s): r = raw_event(s) if r in ingroup_events: return "%s[F]" % s return s def pwrap(s, linelen=70, indent=""): print indent + ("\n" + indent).join(textwrap.wrap(s, linelen, break_long_words=False)) def pwrap_not_quiet(s, linelen=70, indent=""): if not args.quiet: pwrap(s, linelen, indent) def has(obj, name): return name in obj.__class__.__dict__ def flatten(x): return itertools.chain(*x) def print_header(work, evlist): evnames0 = [obj.evlist for obj in work] evnames = set(flatten(evnames0)) names = ["%s[%d]" % (obj.__class__.__name__, obj.__class__.level if has(obj, 'level') else 0) for obj in work] pwrap(" ".join(names) + ":", 78) pwrap(" ".join(map(mark_fixed, evnames)).lower() + " [%d counters]" % (needed_counters(raw_events(evnames))), 75, " ") def perf_args(evstr, rest): add = [] if interval_mode: add += ['-I', str(interval_mode)] return [perf, "stat", "-x;", "--log-fd", "X", "-e", evstr] + add + rest def setup_perf(evstr, rest): prun = PerfRun() inf = prun.execute(perf_args(evstr, rest)) return inf, prun class Stat: def __init__(self): self.total = 0 self.errors = Counter() def print_not(a, count , msg, j): print >>sys.stderr, ("%s %s %s %.2f%% in %d measurements" % (emap.getperf(j), j, msg, 100.0 * (float(count) / float(a.total)), a.total)) # XXX need to get real ratios from perf def print_account(ad): total = Counter() for j in ad: a = ad[j] for e in a.errors: if args.stats: print_not(a, a.errors[e], e, j) total[e] += 1 if sum(total.values()) > 0 and not args.quiet: print >>sys.stderr, ", ".join(["%d events %s" % (num, e) for e, num in total.iteritems()]) class ValidEvents: def update(self): self.string = "|".join(self.valid_events) def __init__(self): self.valid_events = [r"cpu/.*?/", "uncore.*?/.*?/", "ref-cycles", r"r[0-9a-fA-F]+", "cycles", "instructions", "dummy"] self.update() def add_event(self, ev): # add first to overwrite more generic regexprs list r... self.valid_events.insert(0, ev) self.update() valid_events = ValidEvents() def is_event(l, n): if len(l) <= n: return False # use static string to make regexpr caching work return re.match(valid_events.string, l[n]) def set_interval(env, d): env['interval-ns'] = d * 1e9 if args.raw: print "interval-ns val", env['interval-ns'] def key_to_coreid(k): x = cpu.cputocore[int(k)] return x[0] * 1000 + x[1] def core_fmt(core): if cpu.sockets > 1: return "S%d-C%d" % (core / 1000, core % 1000,) return "C%d" % (core % 1000,) def thread_fmt(j): return core_fmt(key_to_coreid(j)) + ("-T%d" % cpu.cputothread[int(j)]) def display_core(cpunum, ignore_thread=False): for match in args.core.split(","): m = re.match(r'(?PS\d+)?-?(?PC\d+)?-?(?PT\d+)?', match, re.I) if not m: sys.exit("Bad core match %s" % match) def matching(name, mapping): return mapping[cpunum] == int(m.group(name)[1:]) if m.group('socket') and not matching('socket', cpu.cputosocket): continue if m.group('core') and cpu.cputocore[cpunum][1] != int(m.group('core')[1:]): continue if not ignore_thread and m.group('thread') and not matching('thread', cpu.cputothread): continue return True return False def display_keys(runner, keys): if len(keys) > 1 and smt_mode: cores = [key_to_coreid(x) for x in keys if int(x) in runner.allowed_threads] threads = map(thread_fmt, runner.allowed_threads) all_cpus = list(set(map(core_fmt, cores) + threads)) else: all_cpus = keys if any(map(package_node, runner.olist)): all_cpus += ["S%d" % x for x in range(cpu.sockets)] return all_cpus def print_keys(runner, res, rev, valstats, out, interval, env): stat = runner.stat out.set_cpus(display_keys(runner, res.keys())) if smt_mode: printed_cores = set() for j in sorted(res.keys()): if j != "" and int(j) not in runner.allowed_threads: continue runner.reset_thresh() # collect counts from all threads of cores as lists # this way the model can access all threads individually core = key_to_coreid(j) cpus = [x for x in res.keys() if key_to_coreid(x) == core] combined_res = list(itertools.izip(*[res[x] for x in cpus])) st = [combine_valstat(z) for z in itertools.izip(*[valstats[x] for x in cpus])] # repeat a few times to get stable threshold values # in case of mutual dependencies between SMT and non SMT # XXX should use topological sort used_stat = stat for _ in range(3): runner.compute(res[j], rev[j], valstats[j], env, thread_node, used_stat) runner.compute(combined_res, rev[cpus[0]], st, env, core_node, used_stat) used_stat = None # print the SMT aware nodes if core not in printed_cores: runner.print_res(out, interval, core_fmt(core), core_node) printed_cores.add(core) # print the non SMT nodes # recompute the nodes so we get up-to-date values runner.print_res(out, interval, thread_fmt(j), thread_node) if args.bottleneck: runner.print_bottleneck(out, thread_fmt(j), not_package_node) else: for j in sorted(res.keys()): if j != "" and int(j) not in runner.allowed_threads: continue runner.compute(res[j], rev[j], valstats[j], env, not_package_node, stat) runner.print_res(out, interval, j, not_package_node) if args.bottleneck: runner.print_bottleneck(out, j, not_package_node) packages = set() for j in sorted(res.keys()): if j == "": continue if int(j) not in runner.allowed_threads: continue p_id = cpu.cputosocket[int(j)] if p_id in packages: continue packages.add(p_id) runner.compute(res[j], rev[j], valstats[j], env, package_node, stat) runner.print_res(out, interval, "S%d" % p_id, package_node) # no bottlenecks from package nodes for now out.flush() stat.referenced_check(res) stat.compute_errors() def is_outgroup(x): return set(x) - outgroup_events == set() class SaveContext: """Save (some) environment context, in this case stdin seek offset to make < file work when we reexecute the workload multiple times.""" def __init__(self): try: self.startoffset = sys.stdin.tell() except exceptions.IOError: self.startoffset = None def restore(self): if self.startoffset is not None: sys.stdin.seek(self.startoffset) def execute_no_multiplex(runner, out, rest): if args.interval: # XXX sys.exit('--no-multiplex is not supported with interval mode') res = defaultdict(list) rev = defaultdict(list) valstats = defaultdict(list) env = dict() groups = [x for x in runner.evgroups if len(x) > 0] num_runs = len(groups) - count(is_outgroup, groups) outg = [] n = 0 ctx = SaveContext() # runs could be further reduced by tweaking # the scheduler to avoid any duplicated events for g in groups: if is_outgroup(g): outg.append(g) continue n += 1 print "RUN #%d of %d" % (n, num_runs) ret, res, rev, interval, valstats = do_execute(runner, outg + [g], out, rest, res, rev, valstats, env) ctx.restore() outg = [] assert num_runs == n print_keys(runner, res, rev, valstats, out, interval, env) return ret def execute(runner, out, rest): env = dict() events = filter(lambda x: len(x) > 0, runner.evgroups) ctx = SaveContext() ret, res, rev, interval, valstats = do_execute(runner, events, out, rest, defaultdict(list), defaultdict(list), defaultdict(list), env) ctx.restore() print_keys(runner, res, rev, valstats, out, interval, env) return ret def group_number(num, events): gnum = itertools.count(1) def group_nums(group): if all([x in outgroup_events for x in group]): idx = 0 else: idx = gnum.next() return [idx] * len(group) gnums = map(group_nums, events) return list(flatten(gnums))[num] def dump_raw(interval, title, event, val, index, events, stddev, multiplex): if event in fixed_to_name: ename = fixed_to_name[event].lower() else: ename = event_rmap(event) gnum = group_number(index, events) if args.raw: print "raw", title, "event", event, "val", val, "ename", ename, "index", index, "group", gnum if args.valcsv: runner.valcsv.writerow((interval, title, gnum, ename, val, event, index, stddev, multiplex)) perf_fields = [ r"[0-9.]+", r"<.*?>", r"S\d+-C\d+?", r"S\d+", r"raw 0x[0-9a-f]+", r"Joules", ""] def do_execute(runner, events, out, rest, res, rev, valstats, env): evstr = ",".join(map(event_group, events)) account = defaultdict(Stat) inf, prun = setup_perf(evstr, rest) prev_interval = 0.0 interval = None start = time.time() init_res = copy.deepcopy(res) while True: try: l = inf.readline() if not l: break l = l.strip() # some perf versions break CSV output lines incorrectly for power events if l.endswith("Joules"): l2 = inf.readline() l = l + l2.strip() except exceptions.IOError: # handle pty EIO break except KeyboardInterrupt: continue if interval_mode: m = re.match(r"\s*([0-9.]+);(.*)", l) if m: interval = float(m.group(1)) l = m.group(2) if interval != prev_interval: if res: set_interval(env, interval - prev_interval) print_keys(runner, res, rev, valstats, out, prev_interval, env) res = defaultdict(list) rev = defaultdict(list) valstats = defaultdict(list) prev_interval = interval n = l.split(";") # filter out the empty unit field added by 3.14 n = filter(lambda x: x != "" and x != "Joules", n) # timestamp is already removed # -a --per-socket socket,numcpus,count,event,... # -a --per-core core,numcpus,count,event,... # -a -A cpu,count,event,... # count,event,... if is_event(n, 1): title, count, event, off = "", n[0], n[1], 2 elif is_event(n, 3): title, count, event, off = n[0], n[2], n[3], 4 elif is_event(n, 2): title, count, event, off = n[0], n[1], n[2], 3 else: print "unparseable perf output" sys.stdout.write(l) continue title = title.replace("CPU", "") # code later relies on stripping ku flags event = event.replace("/k", "/").replace("/u", "/") multiplex = float('nan') event = event.rstrip() if re.match(r"[0-9.]+", count): val = float(count) elif count.startswith("<"): account[event].errors[count.replace("<","").replace(">","")] += 1 multiplex = 0. val = 0 else: print "unparseable perf count" sys.stdout.write(l) continue # post fixes: # ,xxx% -> -rXXX stddev stddev = 0. if len(n) > off and n[off].endswith("%"): stddev = (float(n[off].replace("%", "").replace(",", ".")) / 100.) * val off += 1 # ,xxx,yyy -> multiplexing in newer perf if len(n) > off + 1: multiplex = float(n[off + 1].replace(",", ".")) off += 2 st = ValStat(stddev=stddev, multiplex=multiplex) account[event].total += 1 # power/uncore events are only output once for every socket. duplicate them # to all cpus in the socket to make the result lists match # unless we use -A ?? # also -C xxx causes them to be duplicated too, unless single thread if ((event.startswith("power") or event.startswith("uncore")) and title != "" and (not (args.core and not args.single_thread))): cpunum = int(title) socket = cpu.cputosocket[cpunum] for j in cpu.sockettocpus[socket]: if not args.core or display_core(j, True): res["%d" % (j)].append(val) rev["%d" % (j)].append(event) valstats["%d" % (j)].append(st) else: res[title].append(val) rev[title].append(event) valstats[title].append(st) if args.raw or args.valcsv: dump_raw(interval if interval_mode else "", title, event, val, len(res[title]) - len(init_res[title]) - 1, events, stddev, multiplex) inf.close() if 'interval-ns' not in env: set_interval(env, time.time() - start) ret = prun.wait() print_account(account) return ret, res, rev, interval, valstats def ev_append(ev, level, obj): if isinstance(ev, types.LambdaType): return ev(lambda ev, level: ev_append(ev, level, obj), level) if ev in nonperf_events: return 99 if not (ev, level, obj.name) in obj.evlevels: obj.evlevels.append((ev, level, obj.name)) if has(obj, 'nogroup') and obj.nogroup: outgroup_events.add(ev.lower()) if not ev.startswith("cpu"): valid_events.add_event(ev) return 99 def canon_event(e): m = re.match(r"(.*?):(.*)", e) if m and m.group(2) != "amt1" and m.group(2) not in ("sup", "SUP"): e = m.group(1) if e in fixed_counters: return fixed_counters[e] if m: e = m.group(1) if e.endswith("_0"): e = e[:-2] return e.lower() fixes = dict(zip(event_fixes.values(), event_fixes.keys())) def do_event_rmap(e): n = canon_event(emap.getperf(e)) if emap.getevent(n): return n if n.upper() in fixes: n = fixes[n.upper()].lower() if n: return n return "dummy" rmap_cache = dict() def event_rmap(e): if e in rmap_cache: return rmap_cache[e] n = do_event_rmap(e) rmap_cache[e] = n return n def lookup_res(res, rev, ev, obj, env, level, referenced, cpuoff, st): if ev in env: return env[ev] if ev == "mux": return combine_valstat(st).multiplex # # when the model passed in a lambda run the function for each logical cpu # (by resolving its EVs to only that CPU) # and then sum up. This is needed for the workarounds to make various # per thread counters at least as big as unhalted cycles. # # otherwise we always sum up. # if isinstance(ev, types.LambdaType): return sum([ev(lambda ev, level: lookup_res(res, rev, ev, obj, env, level, referenced, off, st), level) for off in range(cpu.threads)]) index = obj.res_map[(ev, level, obj.name)] referenced.add(index) #print (ev, level, obj.name), "->", index rmap_ev = event_rmap(rev[index]).lower() assert (rmap_ev == canon_event(ev).replace("/k", "/") or (ev in event_fixes and canon_event(event_fixes[ev]) == rmap_ev) or rmap_ev == "dummy") if isinstance(res[index], types.TupleType): if cpuoff == -1: return sum(res[index]) else: try: return res[index][cpuoff] except IndexError: print >>sys.stderr, "warning: Partial CPU thread data from perf" return 0 return res[index] def add_key(k, x, y): k[x] = y # dedup a and keep b uptodate def dedup2(a, b): k = dict() map(lambda x, y: add_key(k, x, y), a, b) return k.keys(), map(lambda x: k[x], k.keys()) def cmp_obj(a, b): if a.level == b.level: return a.nc - b.nc return a.level - b.level def update_res_map(evnum, objl, base): for obj in objl: for lev in obj.evlevels: r = raw_event(lev[0]) if r in evnum: obj.res_map[lev] = base + evnum.index(r) class BadEvent: def __init__(self, name): self.event = name # XXX check for errata def sample_event(e): ev = emap.getevent(e.replace("_PS", "")) if not ev: raise BadEvent(e) postfix = ring_filter if ev.pebs and int(ev.pebs): postfix = "pp" if postfix: postfix = ":" + postfix return ev.name + postfix def sample_desc(s): try: return " ".join([sample_event(x) for x in s]) except BadEvent as e: #return "Unknown sample event %s" % (e.event) return "" def get_levels(evlev): return [x[1] for x in evlev] def get_names(evlev): return [x[0] for x in evlev] def grab_group(l): n = 1 while needed_counters(l[:n]) < cpu.counters and n < len(l): n += 1 if needed_counters(l[:n]) > cpu.counters and n > 0: n -= 1 return n def full_name(obj): name = obj.name while 'parent' in obj.__dict__ and obj.parent: obj = obj.parent name = obj.name + "." + name return name def package_node(obj): return has(obj, 'domain') and obj.domain == "Package" def not_package_node(obj): return not package_node(obj) def core_node(obj): return has(obj, 'domain') and obj.domain in smt_domains def thread_node(obj): if package_node(obj): return False if obj.metric and not (has(obj, 'domain') and obj.domain == "CoreMetric"): return True return not core_node(obj) def count(f, l): return len(filter(f, l)) def metric_unit(obj): if has(obj, 'unit'): return obj.unit if has(obj, 'domain'): return obj.domain return "Metric" # only check direct children, the rest are handled recursively def children_over(l, obj): n = [o.thresh for o in l if 'parent' in o.__dict__ and o.parent == obj] return any(n) def obj_desc(obj, rest): # hide description if children are also printed if not args.long_desc and children_over(rest, obj): desc = "" else: desc = obj.desc[1:].replace("\n", "\n\t") # by default limit to first sentence if not args.long_desc and "." in desc: desc = desc[:desc.find(".") + 1] + ".." if 'htoff' in obj.__dict__ and obj.htoff and obj.thresh and cpu.ht and not args.single_thread: desc += """ Warning: Hyper Threading may lead to incorrect measurements for this node. Suggest to re-measure with HT off (run cputop.py "thread == 1" offline | sh).""" return desc def node_filter(obj, test): if args.nodes: fname = full_name(obj) name = obj.name def match(m): return fnmatch.fnmatch(name, m) or fnmatch.fnmatch(fname, m) for j in args.nodes.split(","): i = 0 if j[0] == '^': if match(j[1:]): return False continue elif j[0] == '+': i += 1 if match(j[i:]): return True return test() def find_bn(bn): b = sorted(bn, key=lambda x: x) return b SIB_THRESH = 0.05 def _find_final(bn, level): get_level = lambda x: x.count(".") pct = lambda x: float(x[1]) siblings = sorted([x for x in bn if get_level(x[0]) == level], key=pct, reverse=True) if len(siblings) == 0: return None # ambigious if level > 0 and len(siblings) > 1 and pct(siblings[0]) - pct(siblings[1]) <= SIB_THRESH: return None n = _find_final([x for x in bn if x[0].startswith(siblings[0][0])], level + 1) if n is None: return siblings[0] return n def find_final(bn): return _find_final(bn, 0) pmu_does_not_exist = set() def missing_pmu(e): m = re.match(r"([a-z0-9_]+)/", e) if m: pmu = m.group(1) if pmu in pmu_does_not_exist: return True if not os.path.isdir("/sys/devices/%s" % pmu): pmu_does_not_exist.add(pmu) return True return False def query_errata(obj, errata_events, errata_nodes, errata_names): errata = [errata_events[x] for x in obj.evlist if x in errata_events] if any(errata): errata_nodes.add(obj) errata_names |= set(errata) class Runner: """Schedule measurements of event groups. Map events to groups.""" def __init__(self, max_level): self.evnum = [] # flat global list self.evgroups = list() self.evbases = list() self.olist = [] self.max_level = max_level self.missed = 0 self.sample_obj = set() self.stat = ComputeStat(args.quiet) if args.valcsv: self.valcsv = csv.writer(args.valcsv) self.valcsv.writerow(("Timestamp", "CPU" ,"Group", "Event", "Value", "Perf-event", "Index", "STDEV", "MULTI")) def do_run(self, obj): obj.res = None obj.res_map = dict() self.olist.append(obj) # remove unwanted nodes after their parent relation ship has been set up def filter_nodes(self): def want_node(obj): if args.reduced and has(obj, 'server') and not obj.server: return False if not obj.metric: return node_filter(obj, lambda: obj.level <= self.max_level) else: return node_filter(obj, lambda: args.metrics) self.olist = filter(want_node, self.olist) def reset_thresh(self): for obj in self.olist: if not obj.metric: obj.thresh = False def run(self, obj): obj.thresh = False obj.metric = False self.do_run(obj) def metric(self, obj): obj.thresh = True obj.metric = True obj.level = 0 obj.sibling = None self.do_run(obj) def split_groups(self, objl, evlev): if len(set(get_levels(evlev))) == 1: # when there is only a single left just fill groups while evlev: n = grab_group(map(raw_event, get_names(evlev))) l = evlev[:n] self.add(objl, raw_events(get_names(l)), l, True) evlev = evlev[n:] else: # resubmit groups for each level max_level = max(get_levels(evlev)) for l in range(1, max_level + 1): # FIXME: filter objl by level too evl = filter(lambda x: x[1] == l, evlev) if evl: self.add(objl, raw_events(get_names(evl)), evl) def add_duplicate(self, evnum, objl): evset = set(evnum) for j, base in zip(self.evgroups, self.evbases): # cannot add super sets, as that would need patching # up all indexes inbetween. if evset <= set(j): if args.debug: print "add_duplicate", evnum, base, map(event_rmap, evnum), "in", j update_res_map(j, objl, base) return True # for now... elif needed_counters(set(evnum) | set(j)) <= cpu.counters: self.missed += 1 return False def add(self, objl, evnum, evlev, force=False): # does not fit into a group. if needed_counters(evnum) > cpu.counters and not force: self.split_groups(objl, evlev) return evnum, evlev = dedup2(evnum, evlev) if not self.add_duplicate(evnum, objl): base = len(self.evnum) if args.debug: print "add", evnum, base, map(event_rmap, evnum) update_res_map(evnum, objl, base) self.evnum += evnum self.evgroups.append(evnum) self.evbases.append(base) if print_group: print_header(objl, get_names(evlev)) # collect the events by pre-computing the equation def collect(self): bad_nodes = set() bad_events = set() unsup_nodes = set() errata_nodes = set() errata_warn_nodes = set() errata_names = set() errata_warn_names = set() min_kernel = [] for obj in self.olist: obj.evlevels = [] obj.compute(lambda ev, level: ev_append(ev, level, obj)) obj.evlist = [x[0] for x in obj.evlevels] obj.evnum = raw_events(obj.evlist) obj.nc = needed_counters(obj.evnum) # work arounds for lots of different problems unsup = [x for x in obj.evlist if unsup_event(x, unsup_events, min_kernel)] if any(unsup): bad_nodes.add(obj) bad_events |= set(unsup) unsup = [x for x in obj.evlist if missing_pmu(x)] if any(unsup): unsup_nodes.add(obj) query_errata(obj, errata_events, errata_nodes, errata_names) query_errata(obj, errata_warn_events, errata_warn_nodes, errata_warn_names) if bad_nodes: if args.force_events: pwrap_not_quiet("warning: Using --force-events. Nodes: " + " ".join([x.name for x in bad_nodes]) + " may be unreliable") else: if not args.quiet: pwrap("warning: removing " + " ".join([x.name for x in bad_nodes]) + " due to unsupported events in kernel: " + " ".join(sorted(bad_events)), 80, "") if min_kernel: print "Fixed in kernel %d.%d" % (sorted(min_kernel, key=kv_to_key, reverse=True)[0]) print "Use --force-events to override (may result in wrong measurements)" self.olist = [x for x in self.olist if x not in bad_nodes] if unsup_nodes: pwrap_not_quiet("Nodes " + " ".join(x.name for x in unsup_nodes) + " has unsupported PMUs") self.olist = [x for x in self.olist if x not in unsup_nodes] if errata_nodes and not args.ignore_errata: pwrap_not_quiet("Nodes " + " ".join(x.name for x in errata_nodes) + " have errata " + " ".join(errata_names) + " and were disabled. " + "Override with --ignore-errata") self.olist = [x for x in self.olist if x in errata_nodes] if errata_warn_nodes and not args.ignore_errata: pwrap_not_quiet("Nodes " + " ".join(x.name for x in errata_warn_nodes) + " have errata " + " ".join(errata_warn_names)) # fit events into available counters # simple first fit algorithm def schedule(self): curobj = [] curev = [] curlev = [] # sort objects by level and inside each level by num-counters solist = sorted(self.olist, cmp=cmp_obj) # try to fit each objects events into groups # that fit into the available CPU counters for obj in solist: if not (set(obj.evnum) - outgroup_events): self.add([obj], obj.evnum, obj.evlevels) continue # try adding another object to the current group newev = curev + obj.evnum newlev = curlev + obj.evlevels needed = needed_counters(newev) # when the current group doesn't have enough free slots # or is already too large # start a new group if cpu.counters < needed and curobj: self.add(curobj, curev, curlev) # restart new group curobj = [] curev = [] curlev = [] newev = obj.evnum newlev = obj.evlevels # commit the object to the group curobj.append(obj) curev = newev curlev = newlev if curobj: self.add(curobj, curev, curlev) if print_group: num_groups = len([x for x in self.evgroups if needed_counters(x) <= cpu.counters]) print "%d groups, %d non-groups with %d events total (%d unique) for %d objects, missed %d merges" % ( num_groups, len(self.evgroups) - num_groups, len(self.evnum), len(set(self.evnum)), len(self.olist), self.missed) def compute(self, res, rev, valstats, env, match, stat): if len(res) == 0: print "Nothing measured?" return # step 1: compute for obj in self.olist: obj.errcount = 0 if not match(obj): continue ref = set() obj.compute(lambda e, level: lookup_res(res, rev, e, obj, env, level, ref, -1, valstats)) if stat: stat.referenced |= ref obj.valstat = combine_valstat([valstats[i] for i in ref]) if not obj.res_map and not all([x in env for x in obj.evnum]): print >>sys.stderr, "%s not measured" % (obj.__class__.__name__,) if not obj.metric and not check_ratio(obj.val): obj.thresh = False if stat: stat.mismeasured.add(obj.name) if stat and has(obj, 'errcount') and obj.errcount > 0: if obj.name not in stat.errors: stat.errcount += obj.errcount stat.errors.add(obj.name) # step 2: propagate siblings for obj in self.olist: if obj.thresh and obj.sibling: obj.sibling.thresh = True def print_res(self, out, timestamp, title, match): out.logf.flush() # first compute column lengths for obj in self.olist: if obj.thresh or print_all: out.set_hdr(full_name(obj), obj.area if has(obj, 'area') else None) # step 3: print for i in range(0, len(self.olist)): obj = self.olist[i] if obj.thresh or print_all: val = obj.val if not obj.thresh and not dont_hide: val = 0.0 if not match(obj): continue desc = obj_desc(obj, self.olist[1 + 1:]) if obj.metric: if print_all or obj.val != 0: out.metric(obj.area if has(obj, 'area') else None, obj.name, val, timestamp, desc, title, metric_unit(obj), obj.valstat) elif check_ratio(val): out.ratio(obj.area if has(obj, 'area') else None, full_name(obj), val, timestamp, "below" if not obj.thresh else "", desc, title, sample_desc(obj.sample) if has(obj, 'sample') else None, obj.valstat) if obj.thresh or args.verbose: self.sample_obj.add(obj) def print_bottleneck(self, out, key, match): bn = [(full_name(o), o.val) for o in self.olist if match(o) and o.thresh and not o.metric] if len(bn) == 0: return bn = find_bn(bn) final = find_final(bn) if final: out.bottleneck(key, final[0], final[1]) def remove_pp(s): if s.endswith(":pp"): return s[:-3] return s def do_sample(sample_obj, rest, count): # XXX use :ppp if available samples = [("cycles:pp", "Precise cycles", )] for obj in sample_obj: for s in obj.sample: samples.append((s, obj.name)) nsamp = [x for x in samples if not unsup_event(x[0], unsup_events)] nsamp = [(remove_pp(x[0]), x[1]) if unsup_event(x[0], unsup_pebs) else x for x in nsamp] if cmp(nsamp, samples): missing = [x[0] for x in set(samples) - set(nsamp)] if not args.quiet: print >>sys.stderr, "warning: update kernel to handle sample events:" print >>sys.stderr, "\n".join(missing) sl = [raw_event(s[0], s[1] + "_" + remove_pp(s[0]).replace(".", "_"), period=True) for s in nsamp] sl = add_filter(sl) sample = ",".join([x for x in sl if x]) print "Sampling:" extra_args = args.sample_args.replace("+", "-").split() perf_data = args.sample_basename if count: perf_data += ".%d" % count sperf = [perf, "record" ] + extra_args + ["-e", sample, "-o", perf_data] + [x for x in rest if x != "-A"] print " ".join(sperf) if args.run_sample: ret = os.system(" ".join(sperf)) if ret: sys.exit(ret) if not args.quiet: print "Run `" + perf + " report %s%s' to show the sampling results" % ( ("-i %s" % perf_data) if perf_data != "perf_data" else "", " --no-branch-history" if "-b" in extra_args else "") def sysctl(name): try: with open("/proc/sys/" + name.replace(".","/"), "r") as f: val = int(f.readline()) except IOError: return 0 return val # check nmi watchdog if sysctl("kernel.nmi_watchdog") != 0: sys.exit("Please disable the NMI watchdog as it permanently consumes one " "hw-PMU counter.\n" "(echo 0 > /proc/sys/kernel/nmi_watchdog)") if cpu.cpu is None: sys.exit("Unsupported CPU model %d" % (cpu.model,)) kv = os.getenv("KERNEL_VERSION") if not kv: kv = platform.release() kernel_version = map(int, kv.split(".")[:2]) def ht_warning(): if cpu.ht and not args.quiet: print >>sys.stderr, "WARNING: HT enabled" print >>sys.stderr, "Measuring multiple processes/threads on the same core may is not reliable." runner = Runner(args.level) pe = lambda x: None if args.debug: pe = lambda x: sys.stdout.write(x + "\n") if args.single_thread: cpu.ht = False if args.quiet: if not args.desc: args.no_desc = True args.no_util = True if cpu.cpu == "ivb": import ivb_client_ratios ivb_client_ratios.smt_enabled = cpu.ht smt_mode = cpu.ht model = ivb_client_ratios elif cpu.cpu == "ivt": import ivb_server_ratios ivb_server_ratios.smt_enabled = cpu.ht smt_mode = cpu.ht model = ivb_server_ratios elif cpu.cpu == "snb": import snb_client_ratios snb_client_ratios.smt_enabled = cpu.ht smt_mode = cpu.ht model = snb_client_ratios elif cpu.cpu == "jkt": import jkt_server_ratios jkt_server_ratios.smt_enabled = cpu.ht smt_mode = cpu.ht model = jkt_server_ratios elif cpu.cpu == "hsw": import hsw_client_ratios hsw_client_ratios.smt_enabled = cpu.ht smt_mode = cpu.ht model = hsw_client_ratios elif cpu.cpu == "hsx": import hsx_server_ratios hsx_server_ratios.smt_enabled = cpu.ht smt_mode = cpu.ht model = hsx_server_ratios elif cpu.cpu == "bdw": import bdw_client_ratios bdw_client_ratios.smt_enabled = cpu.ht smt_mode = cpu.ht model = bdw_client_ratios elif cpu.cpu == "bdx": import bdx_server_ratios bdx_server_ratios.smt_enabled = cpu.ht smt_mode = cpu.ht model = bdx_server_ratios elif cpu.cpu == "skl": import skl_client_ratios skl_client_ratios.smt_enabled = cpu.ht smt_mode = cpu.ht model = skl_client_ratios elif cpu.cpu == "slm": import slm_ratios model = slm_ratios else: ht_warning() if detailed_model and not args.quiet: print >>sys.stderr, "Sorry, no detailed model for your CPU. Only Level 1 supported." import simple_ratios model = simple_ratios version = model.version model.print_error = pe model.Setup(runner) def setup_with_metrics(p, runner): old_metrics = args.metrics args.metrics = True p.Setup(runner) args.metrics = old_metrics runner.filter_nodes() if not args.no_util: import perf_metrics setup_with_metrics(perf_metrics, runner) if args.power and feat.supports_power: import power_metrics setup_with_metrics(power_metrics, runner) if not args.quiet: print "Running with --power. Will measure complete system." if "-a" not in rest: rest = ["-a"] + rest if args.sw: import linux_metrics setup_with_metrics(linux_metrics, runner) if args.tsx and cpu.has_tsx and cpu.cpu in tsx_cpus: import tsx_metrics setup_with_metrics(tsx_metrics, runner) if args.frequency: import frequency old_metrics = args.metrics args.metrics = True frequency.SetupCPU(runner, cpu) args.metrics = old_metrics if "--per-socket" in rest: sys.exit("toplev not compatible with --per-socket") if "--per-core" in rest: sys.exit("toplev not compatible with --per-core") if not args.single_thread and cpu.ht: if not args.quiet: print "Will measure complete system." if smt_mode: if args.cpu: print >>sys.stderr, "Warning: --cpu/-C mode with HyperThread must specify all core thread pairs!" if args.pid: sys.exit("-p/--pid mode not compatible with SMT. Use sleep in global mode.") if not (os.geteuid() == 0 or sysctl("kernel.perf_event_paranoid") == -1): print >>sys.stderr, "Warning: Needs root or echo -1 > /proc/sys/kernel/perf_event_paranoid" if "-a" not in rest: rest = ["-a"] + rest if "-A" not in rest: rest = ["-A"] + rest if args.core: runner.allowed_threads = [x for x in cpu.allcpus if display_core(x, False)] allowed_cores = [x for x in cpu.allcpus if display_core(x, True)] rest = ["-C", ",".join(["%d" % x for x in allowed_cores])] + rest else: runner.allowed_threads = cpu.allcpus if not args.quiet: print "Using level %d." % (args.level), if not args.level and cpu.cpu != "slm": print "Change level with -lX" print if args.repl: import code code.interact(banner='toplev repl', local=locals()) sys.exit(0) runner.collect() if csv_mode: if args.columns: out = tl_output.OutputColumnsCSV(args.output, csv_mode, args, version, cpu) else: out = tl_output.OutputCSV(args.output, csv_mode, args, version, cpu) elif args.columns: out = tl_output.OutputColumns(args.output, args, version) else: out = tl_output.OutputHuman(args.output, args, version) runner.schedule() def measure_and_sample(count): try: if args.no_multiplex: ret = execute_no_multiplex(runner, out, rest) else: ret = execute(runner, out, rest) except KeyboardInterrupt: sys.exit(1) runner.stat.compute_errors() if args.show_sample or args.run_sample: do_sample(runner.sample_obj, rest, count) return ret if args.sample_repeat: for j in range(args.sample_repeat): ret = measure_and_sample(j + 1) if ret: break else: ret = measure_and_sample(None) sys.exit(ret)