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# | ||
# | ||
# | ||
# | ||
# | ||
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import logging | ||
import os | ||
import signal | ||
import sys | ||
import time | ||
from dataclasses import dataclass, field | ||
from datetime import datetime | ||
from multiprocessing import Process, Queue | ||
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import numpy as np | ||
import psutil | ||
import yaml | ||
from phlop.dict import ValDict | ||
from phlop.proc import run_raw | ||
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logging.basicConfig(level=logging.DEBUG) | ||
logger = logging.getLogger(__name__) | ||
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_default_interval = 2 | ||
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@dataclass | ||
class ProcessCaptureInfo: | ||
cpu_load: list = field(default_factory=lambda: []) | ||
fds: list = field(default_factory=lambda: []) | ||
mem_usage: list = field(default_factory=lambda: []) | ||
timestamps: list = field(default_factory=lambda: []) | ||
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def cli_args_parser(): | ||
import argparse | ||
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_help = ValDict( | ||
quiet="Redirect output to /dev/null", | ||
interval="Seconds between process stat capture", | ||
yaml="write yaml file during execution", | ||
summary="prints summary on end", | ||
) | ||
parser = argparse.ArgumentParser() | ||
parser.add_argument("remaining", nargs=argparse.REMAINDER) | ||
parser.add_argument( | ||
"-q", "--quiet", action="store_true", default=False, help=_help.quiet | ||
) | ||
parser.add_argument( | ||
"-i", "--interval", default=_default_interval, help=_help.interval | ||
) | ||
parser.add_argument("-y", "--yaml", default=None, help=_help.interval) | ||
parser.add_argument("-s", "--summary", action="store_true", default=True) | ||
return parser | ||
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def verify_cli_args(cli_args): | ||
try: | ||
cli_args.interval = int(cli_args.interval) | ||
if cli_args.yaml: | ||
cli_args.summary = False | ||
except ValueError: | ||
raise ValueError("Interval must be an integer") | ||
sys.argv = [sys.argv[0]] # drop everything! | ||
return cli_args | ||
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def check_pid(pid): | ||
"""Check For the existence of a unix pid.""" | ||
if not pid: | ||
return False | ||
try: | ||
os.kill(pid, 0) | ||
except OSError: | ||
return False | ||
return True | ||
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def signal_handler(sig, frame): | ||
sys.exit(0) | ||
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def bytes_as_mb(n_bytes): | ||
return int(n_bytes / 1024**2) | ||
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def timestamp_now(): | ||
return datetime.utcnow().isoformat() | ||
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def now(pid): | ||
proc = psutil.Process(pid=pid) | ||
open_file = len(proc.open_files()) | ||
mem_used_mb = bytes_as_mb(proc.memory_info().rss) | ||
cpu_usage = proc.cpu_percent(interval=0.1) | ||
return dict(open_file=open_file, mem_used_mb=mem_used_mb, cpu_usage=cpu_usage) | ||
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def capture_now(pid, data): | ||
now = datetime.utcnow().timestamp() | ||
proc = psutil.Process(pid=pid) | ||
data.fds += [len(proc.open_files())] | ||
data.mem_usage += [bytes_as_mb(proc.memory_info().rss)] | ||
data.cpu_load += [proc.cpu_percent(interval=0.1)] | ||
data.timestamps += [now] | ||
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def append_yaml(file, pid): | ||
keys = list(now(pid).keys()) | ||
stats = now(pid) | ||
vals = {"v": ",".join([str(stats[key]) for key in keys])} | ||
sdump = "- " + yaml.dump(vals, indent=2) | ||
with open(file, "a") as f: | ||
f.write(sdump) | ||
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def init_yaml(cli_args, pid, info): | ||
file = cli_args.yaml | ||
stats = now(pid) | ||
headers = {"headers": [str(i) for i in list(now(pid).keys())]} | ||
cli = {"cli_args": dict(interval=cli_args.interval)} | ||
with open(file, "w") as f: | ||
f.write("---\n") | ||
yaml.dump(info, f, default_flow_style=False) | ||
yaml.dump(headers, f, default_flow_style=False) | ||
yaml.dump(cli, f, default_flow_style=False) | ||
f.write(f"start: {timestamp_now()} \n") | ||
f.write(f"snapshots:\n") | ||
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def end_yaml(file): | ||
with open(file, "a") as f: | ||
f.write(f"end: {timestamp_now()} \n") | ||
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class RuntimeStatsManager: | ||
def __init__(self, cli_args, info={}): | ||
self.proc = run_raw(cli_args.remaining, quiet=cli_args.quiet) | ||
self.pid = self.proc.pid | ||
self.cli_args = cli_args | ||
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if self.cli_args.yaml: | ||
init_yaml(self.cli_args, self.pid, info) | ||
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self.pqueue = Queue() | ||
self.data = {} | ||
self.p = Process(target=RuntimeStatsManager._run, args=(self,)) | ||
self.p.start() | ||
self.data = None | ||
if cli_args.summary: | ||
self.data = self.pqueue.get() | ||
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def __del__(self): | ||
if check_pid(self.pid): | ||
os.kill(self.pid, signal.SIGINT) | ||
self.join() | ||
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def join(self): | ||
if not self.pid: | ||
return | ||
while self.p.exitcode is None and check_pid(self.p.pid): | ||
time.sleep(1) | ||
self.pid = 0 | ||
return self | ||
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@staticmethod | ||
def _run(this): | ||
if this.cli_args.summary: | ||
data = ProcessCaptureInfo() | ||
signal.signal(signal.SIGINT, signal_handler) | ||
while check_pid(this.pid): | ||
try: | ||
capture_now(this.pid, data) | ||
except psutil.AccessDenied: | ||
break | ||
time.sleep(this.cli_args.interval) | ||
this.pqueue.put(data) | ||
else: | ||
while check_pid(this.pid): | ||
try: | ||
append_yaml(this.cli_args.yaml, this.pid) | ||
time.sleep(this.cli_args.interval) | ||
except psutil.AccessDenied: | ||
break | ||
end_yaml(this.cli_args.yaml) | ||
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def attach_to_this_process(): | ||
return RuntimeStatsManager(os.getpid()) | ||
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def print_summary(statsman): | ||
print("summary:") | ||
print("\tCPU avg:", np.average(statsman.data.cpu_load)) | ||
print("\tCPU max:", np.max(statsman.data.cpu_load)) | ||
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print("\tFDS avg:", np.average(statsman.data.fds)) | ||
print("\tFDS max:", np.max(statsman.data.fds)) | ||
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print("\tMEM avg:", np.average(statsman.data.mem_usage)) | ||
print("\tMEM max:", np.max(statsman.data.mem_usage)) |
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@@ -1,12 +1,9 @@ | ||
# | ||
# | ||
# | ||
# | ||
# | ||
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available_modules = """Available: | ||
phlop.run.test_cases -h | ||
phlop.run.stats_man -h""" | ||
phlop.run.stats_man -h | ||
phlop.run.mpirun_stats_man -h""" | ||
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print(available_modules) |
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@@ -0,0 +1,51 @@ | ||
# | ||
# | ||
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import logging | ||
import os | ||
import sys | ||
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import numpy as np | ||
import psutil | ||
import yaml | ||
from phlop.app import stats_man as sman | ||
from phlop.dict import ValDict | ||
from phlop.proc import run_raw | ||
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logging.basicConfig(level=logging.DEBUG) | ||
logger = logging.getLogger(__name__) | ||
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MPI_RANK = os.environ.get("OMPI_COMM_WORLD_RANK") | ||
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def verify_cli_args(cli_args): | ||
try: | ||
cli_args.interval = int(cli_args.interval) | ||
if cli_args.yaml: | ||
cli_args.yaml = f"{cli_args.yaml}.{MPI_RANK}.yaml" | ||
cli_args.summary = False | ||
except ValueError: | ||
raise ValueError("Interval must be an integer") | ||
sys.argv = [sys.argv[0]] # drop everything! | ||
return cli_args | ||
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def main(): | ||
parser = sman.cli_args_parser() | ||
cli_args = verify_cli_args(parser.parse_args()) | ||
try: | ||
info = dict(exe=cli_args.remaining, rank=MPI_RANK) | ||
statsman = sman.RuntimeStatsManager(cli_args, info).join() | ||
if cli_args.summary: | ||
sman.print_summary(statsman) | ||
except (Exception, SystemExit) as e: | ||
logger.exception(e) | ||
parser.print_help() | ||
except: | ||
e = sys.exc_info()[0] | ||
print(f"Error: Unknown Error {e}") | ||
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if __name__ == "__main__": | ||
main() |
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