Add server resource monitoring

This commit is contained in:
allegroai 2019-12-14 23:33:36 +02:00
parent 0ad687008c
commit 6c6c1c3f41
3 changed files with 95 additions and 1 deletions

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@ -0,0 +1,87 @@
from datetime import datetime
import operator
from threading import Thread, Lock
from time import sleep
import attr
import psutil
class ResourceMonitor(Thread):
@attr.s(auto_attribs=True)
class Sample:
cpu_usage: float = 0.0
mem_used_gb: float = 0
mem_free_gb: float = 0
@classmethod
def _apply(cls, op, *samples):
return cls(
**{
field: op(*(getattr(sample, field) for sample in samples))
for field in attr.fields_dict(cls)
}
)
def min(self, sample):
return self._apply(min, self, sample)
def max(self, sample):
return self._apply(max, self, sample)
def avg(self, sample, count):
res = self._apply(lambda x: x * count, self)
res = self._apply(operator.add, res, sample)
res = self._apply(lambda x: x / (count + 1), res)
return res
def __init__(self, sample_interval_sec=5):
super(ResourceMonitor, self).__init__(daemon=True)
self.sample_interval_sec = sample_interval_sec
self._lock = Lock()
self._clear()
def _clear(self):
sample = self._get_sample()
self._avg = sample
self._min = sample
self._max = sample
self._clear_time = datetime.utcnow()
self._count = 1
@classmethod
def _get_sample(cls) -> Sample:
return cls.Sample(
cpu_usage=psutil.cpu_percent(),
mem_used_gb=psutil.virtual_memory().used / (1024 ** 3),
mem_free_gb=psutil.virtual_memory().free / (1024 ** 3),
)
def run(self):
while True:
sample = self._get_sample()
with self._lock:
self._min = self._min.min(sample)
self._max = self._max.max(sample)
self._avg = self._avg.avg(sample, self._count)
self._count += 1
sleep(self.sample_interval_sec)
def get_stats(self) -> dict:
""" Returns current resource statistics and clears internal resource statistics """
with self._lock:
min_ = attr.asdict(self._min)
max_ = attr.asdict(self._max)
avg = attr.asdict(self._avg)
res = {
"interval_sec": (datetime.utcnow() - self._clear_time).total_seconds(),
"num_cores": psutil.cpu_count(),
**{
k: {"min": v, "max": max_[k], "avg": avg[k]}
for k, v in min_.items()
}
}
self._clear()
return res

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@ -29,7 +29,7 @@ from .utils import ChangeStatusRequest, validate_status_change
class TaskBLL(object):
threads = ThreadsManager()
threads = ThreadsManager("TaskBLL")
def __init__(self, events_es=None):
self.events_es = (

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@ -1,7 +1,9 @@
import functools
from operator import itemgetter
from typing import Sequence, Optional, Callable, Tuple, Dict, Any, Set
from database.model import AttributedDocument
from database.model.settings import Settings
def extract_properties_to_lists(
@ -64,3 +66,8 @@ class SetFieldsResolver:
in the format suitable for projection (dot separated)
"""
return set(name.replace("__", ".") for name in self.fields.values())
@functools.lru_cache()
def get_server_uuid() -> Optional[str]:
return Settings.get_by_key("server.uuid")