fix: modules were only pre-imported when verbose was 2
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@ -8,6 +8,7 @@ optional arguments:
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positional arguments:
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giltracer Run VizTracer and perf, and merge the result to see where the GIL is active.
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offgil Take stacktraces from VizTracer, and inject them in perf script output and print out stack traces with weights for stackcollapse.pl
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record Run VizTracer and perf simultaneously. See also man perf record.
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script Take stacktraces from VizTracer, and inject them in perf script output.
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perf2trace Convert perf.data to TraceEvent JSON data.
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@ -27,6 +28,8 @@ def main(args=sys.argv):
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main([os.path.basename(args[0]) + " " + args[1]] + args[2:])
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elif len(args) > 1 and args[1] == "giltracer":
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from .giltracer import main
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elif len(args) > 1 and args[1] == "offgil":
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from .offgil import main
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main([os.path.basename(args[0]) + " " + args[1]] + args[2:])
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elif len(args) > 1 and args[1] == "record":
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from .record import main
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@ -48,7 +48,7 @@ def main(argv=sys.argv):
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for module in args.import_.split(','):
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if verbose >= 2:
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print(f'importing {module}')
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__import__(module)
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__import__(module)
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with GilTracer(verbose=verbose) as gt:
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with viztracer.VizTracer(output_file="viztracer.json", verbose=verbose):
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@ -0,0 +1,96 @@
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import argparse
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import json
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import shlex
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import subprocess
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import sys
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from viztracer.prog_snapshot import ProgSnapshot
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from .perfutils import read_events, parse_header
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from .script import stacktrace_inject, print_stderr
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from .perf2trace import perf2trace
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usage = """
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Take stacktraces from VizTracer, and inject them in perf script output and print out stack traces with weights for stackcollapse.pl
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(from https://github.com/brendangregg/FlameGraph )
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Usage:
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$ giltracer -m per4m.example3
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$ offgil | ~/github/FlameGraph/stackcollapse.pl | ~/github/FlameGraph/flamegraph.pl --countname=us --title="Off-GIL Time Flame Graph" --colors=python > offgil.svg
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"""
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def main(argv=sys.argv):
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parser = argparse.ArgumentParser(argv[0],
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formatter_class=argparse.RawDescriptionHelpFormatter,
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usage=usage)
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parser.add_argument('--verbose', '-v', action='count', default=0) # by default quiet, since we write to stdout
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parser.add_argument('--quiet', '-q', action='count', default=0)
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parser.add_argument('--state', help='State to match (default: %(default)s)', default="S(GIL)")
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parser.add_argument('--strip-take-gil', dest="strip_take_gil", help="Remove everything from the stack above take_gil (default: %(default)s)", default=True, action='store_true')
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parser.add_argument('--no-strip-take-gil', dest="strip_take_gil", action='store_false')
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parser.add_argument('--keep-cpython-evals', help="keep CPython evaluation stacktraces (instead of replacing) (default: %(default)s)", default=False, action='store_true')
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parser.add_argument('--no-keep-cpython-evals', dest="keep_cpython_evals", action='store_false')
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parser.add_argument('--allow-mismatch', help="Keep going even when we cannot match the C and Python stacktrace (default: %(default)s)", default=False, action='store_true')
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parser.add_argument('--no-allow-mismatch', dest="allow_mismatch", action='store_false')
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parser.add_argument('--pedantic', help="If false, accept known stack mismatch issues (default: %(default)s)", default=False, action='store_true')
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parser.add_argument('--no-pedantic', dest="pedantic", action='store_false')
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parser.add_argument('--input', '-i', help="VizTracer input (default %(default)s)", default="viztracer.json")
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parser.add_argument('--output', '-o', dest="output", default=None, help="Output filename (default %(default)s)")
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args = parser.parse_args(argv[1:])
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verbose = args.verbose - args.quiet
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perf_script_args = ['--no-inline']
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perf_script_args = ' '.join(perf_script_args)
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cmd = f"perf script {perf_script_args}"
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if verbose >= 2:
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print(f"Running: {cmd}")
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perf_args = shlex.split(cmd)
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perf = subprocess.Popen(perf_args, shell=False, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True) #, stdin=subprocess.PIPE)
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if args.output is None:
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output = sys.stdout
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else:
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output = open(args.output, "w")
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if verbose >= 1:
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print_stderr("Loading snapshot")
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with open(args.input, "r") as f:
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json_data = f.read()
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snap = ProgSnapshot(json_data)
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# find all pids (or tids)
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pids = list(snap.func_trees)
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for pid in pids.copy():
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pids.extend(list(snap.func_trees[pid]))
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t0 = min(event['ts'] for event in json.loads(json_data)['traceEvents'])
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for header, stacktrace, event in perf2trace(perf.stdout, verbose):
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if event['name'] == args.state:
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values, _, _ = parse_header(header)
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time = values['time'] - t0
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triggerpid = event['tid']
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if triggerpid in pids:
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try:
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stacktrace = stacktrace_inject(stacktrace, snap, triggerpid, time, keep_cpython_evals=args.keep_cpython_evals, allow_mismatch=args.allow_mismatch, pedantic=args.pedantic)
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if args.strip_take_gil:
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take_gil_index = None
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for i, call in enumerate(stacktrace):
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if 'take_gil' in call:
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take_gil_index = i
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if take_gil_index is not None: # shouldn't it be always there?
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stacktrace = stacktrace[take_gil_index:]
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for call in stacktrace:
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ptr, signature = call.split(' ', 1)
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print(signature, file=output)
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except:
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print_stderr(f"Error for event: {header}")
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raise
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print(int(event['dur']))
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print(file=output)
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@ -57,9 +57,20 @@ def main(argv=sys.argv):
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args = parser.parse_args(argv[1:])
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verbose = args.verbose - args.quiet
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store_runing = args.running
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store_sleeping = args.sleeping
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trace_events = []
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for header, tb, event in perf2trace(sys.stdin, verbose=verbose, store_runing=store_runing, store_sleeping=store_sleeping, all_tracepoints=args.all_tracepoints):
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trace_events.append(event)
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with open(args.output, 'w') as f:
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json.dump({'traceEvents': trace_events}, f)
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if verbose >= 1:
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print(f"Wrote to {args.output}")
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def perf2trace(input, verbose=1, store_runing=False, store_sleeping=True, all_tracepoints=False):
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# useful for debugging, to have the pids a name
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pid_names = {}
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# pid_names = {872068: "main", 872070: "t1", 872071: "t2"}
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@ -67,15 +78,12 @@ def main(argv=sys.argv):
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last_run_time = {}
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last_sleep_time = {}
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last_sleep_stacktrace = {}
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verbose = args.verbose - args.quiet
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time_first = None
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store_runing = args.running
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store_sleeping = args.sleeping
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parent_pid = {} # maps pid/tid to the parent
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count = None
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for header, stacktrace in read_events(sys.stdin):
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for header, stacktrace in read_events(input):
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try:
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if args.verbose >= 3:
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if verbose >= 3:
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print(header)
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pid = None
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parts = header.split()
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@ -94,8 +102,8 @@ def main(argv=sys.argv):
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def log(*args, time=time/1e6):
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offset = time - time_first/1e6
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print(f"{time:13.6f}[+{offset:5.4f}]", *args)
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if args.all_tracepoints and tracepoint:
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trace_events.append({'name': event, 'pid': parent_pid.get(pid, pid), 'tid': triggerpid, 'ts': time, 'ph': 'i', 's': 'g'})
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if all_tracepoints and tracepoint:
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yield header, stacktrace, {'name': event, 'pid': parent_pid.get(pid, pid), 'tid': triggerpid, 'ts': time, 'ph': 'i', 's': 'g'}
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first_line = False
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gil_event = None
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if event == "sched:sched_switch":
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@ -126,7 +134,7 @@ def main(argv=sys.argv):
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log(f'{name} will switch to state={prev_state}, ran for {dur}')
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if store_runing:
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event = {"pid": parent_pid.get(pid, pid), "tid": pid, "ts": last_run_time[pid], "dur": dur, "name": 'R', "ph": "X", "cat": "process state"}
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trace_events.append(event)
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yield header, stacktrace, event
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last_sleep_time[pid] = time
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last_sleep_stacktrace[pid] = stacktrace
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@ -168,7 +176,8 @@ def main(argv=sys.argv):
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name = 'S'
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cname = 'bad'
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event = {"pid": parent_pid.get(pid, pid), "tid": pid, "ts": last_sleep_time[pid], "dur": duration, "name": name, "ph": "X", "cat": "process state", 'cname': cname}
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trace_events.append(event)
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# A bit ugly, but here we lie about the stacktrace, we actually yield the one that caused us to sleep (for offgil.py)
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yield header, last_sleep_stacktrace[pid], event
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last_run_time[pid] = time
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del last_sleep_time[pid]
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elif event == "sched:sched_process_exec":
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@ -197,7 +206,7 @@ def main(argv=sys.argv):
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parent_pid[child_pid] = pid
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elif not tracepoint:
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event = {"pid": 'counters', "ts": time, "name": event, "ph": "C", "args": {event: count}}
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trace_events.append(event)
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yield header, stacktrace, event
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else:
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if verbose >= 2:
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print("SKIP", header)
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@ -208,11 +217,6 @@ def main(argv=sys.argv):
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print("error on line", header, other)
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raise
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with open(args.output, 'w') as f:
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json.dump({'traceEvents': trace_events}, f)
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if verbose >= 1:
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print(f"Wrote to {args.output}")
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if __name__ == '__main__':
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main()
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@ -120,7 +120,7 @@ def main(argv=sys.argv):
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for module in args.import_.split(','):
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if verbose >= 2:
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print(f'importing {module}')
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__import__(module)
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__import__(module)
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viztracer_path = args.output_viztracer
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ctx = contextlib.redirect_stdout(None) if verbose == 0 else empty_context()
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