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from __future__ import annotations
import builtins
import os
import time
from collections.abc import Sequence
from typing import TypeVar
from warnings import catch_warnings, simplefilter
import attr
import psutil
from .types import (
BlockingProcess,
IOCounter,
LoadAverage,
LocalRunningProcess,
MemoryInfo,
RunningProcess,
SortKey,
SwapInfo,
SystemProcess,
WaitingProcess,
)
def sys_get_proc(pid: int) -> SystemProcess | None:
"""Return a SystemProcess instance matching given pid or None if access with psutil
is not possible.
"""
try:
psproc = psutil.Process(pid)
meminfo = psproc.memory_info()
mem_percent = psproc.memory_percent()
cpu_percent = psproc.cpu_percent(interval=0)
cpu_times = psproc.cpu_times()
io_counters = psproc.io_counters()
status_iow = str(psproc.status())
except (psutil.NoSuchProcess, psutil.AccessDenied):
return None
return SystemProcess(
meminfo=meminfo,
io_read=IOCounter(io_counters.read_count, io_counters.read_bytes),
io_write=IOCounter(io_counters.write_count, io_counters.write_bytes),
io_time=time.time(),
mem_percent=mem_percent,
cpu_percent=cpu_percent,
cpu_times=cpu_times,
read_delta=0,
write_delta=0,
io_wait=(status_iow == psutil.STATUS_DISK_SLEEP),
psutil_proc=psproc,
)
def ps_complete(
pg_processes: Sequence[RunningProcess],
processes: dict[int, SystemProcess],
fs_blocksize: int,
) -> tuple[list[LocalRunningProcess], IOCounter, IOCounter]:
"""Transform the sequence of 'pg_processes' (RunningProcess) as LocalRunningProcess
with local system information from the 'processes' map. Return LocalRunningProcess
list, as well as read and write IO counters.
The 'processes' map is updated in place.
"""
local_procs = []
read_bytes_delta = 0.0
write_bytes_delta = 0.0
read_count_delta = 0
write_count_delta = 0
n_io_time = time.time()
for pg_proc in pg_processes:
pid = pg_proc.pid
new_proc = sys_get_proc(pid)
if new_proc is None:
continue
try:
# Getting information from the previous loop
proc = processes[pid]
except KeyError:
# No previous information about this process
proc = new_proc
else:
# Update old process with new information
mem_percent = proc.mem_percent
cpu_percent = proc.cpu_percent
if proc.psutil_proc is not None:
try:
mem_percent = proc.psutil_proc.memory_percent()
cpu_percent = proc.psutil_proc.cpu_percent(interval=0)
except (psutil.NoSuchProcess, psutil.AccessDenied):
pass
proc = attr.evolve(
proc,
io_wait=new_proc.io_wait,
read_delta=(
(new_proc.io_read.bytes - proc.io_read.bytes)
/ (n_io_time - proc.io_time)
),
write_delta=(
(new_proc.io_write.bytes - proc.io_write.bytes)
/ (n_io_time - proc.io_time)
),
io_read=new_proc.io_read,
io_write=new_proc.io_write,
io_time=n_io_time,
mem_percent=mem_percent,
cpu_percent=cpu_percent,
)
# Global io counters
read_bytes_delta += proc.read_delta
write_bytes_delta += proc.write_delta
processes[pid] = proc
local_procs.append(
LocalRunningProcess.from_process(
pg_proc,
cpu=proc.cpu_percent,
mem=proc.mem_percent,
read=proc.read_delta,
write=proc.write_delta,
io_wait=proc.io_wait,
)
)
# store io counters
if read_bytes_delta > 0:
read_count_delta += int(read_bytes_delta / fs_blocksize)
if write_bytes_delta > 0:
write_count_delta += int(write_bytes_delta / fs_blocksize)
io_read = IOCounter(count=read_count_delta, bytes=int(read_bytes_delta))
io_write = IOCounter(count=write_count_delta, bytes=int(write_bytes_delta))
return local_procs, io_read, io_write
T = TypeVar("T", RunningProcess, WaitingProcess, BlockingProcess, LocalRunningProcess)
def sorted(processes: list[T], *, key: SortKey, reverse: bool = False) -> list[T]:
"""Return processes sorted.
>>> from ipaddress import IPv4Interface, ip_address
PostgreSQL 13+
>>> processes = [
... LocalRunningProcess(
... pid="6240",
... xmin="1234",
... application_name="pgbench",
... database="pgbench",
... user="postgres",
... client=ip_address("127.0.0.2"),
... cpu=0.1,
... mem=0.993_254_939_413_836,
... read=0.1,
... write=0.282_725_318_098_656_75,
... state="idle in transaction",
... query="UPDATE pgbench_accounts SET abalance = abalance + 3062 WHERE aid = 1932841;",
... encoding="UTF-8",
... duration=0.1,
... wait="ClientRead",
... io_wait=False,
... query_leader_pid=6240,
... is_parallel_worker=False,
... ),
... LocalRunningProcess(
... pid="6239",
... xmin="2345",
... application_name="pgbench",
... database="pgbench",
... user="postgres",
... client=IPv4Interface("192.0.2.5/24"),
... cpu=0.1,
... mem=0.994_254_939_413_836,
... read=0.1,
... write=0.282_725_318_098_656_75,
... state="idle in transaction",
... query="UPDATE pgbench_accounts SET abalance = abalance + 141 WHERE aid = 7289374;",
... encoding=None,
... duration=0.1,
... wait="ClientRead",
... io_wait=False,
... query_leader_pid=6239,
... is_parallel_worker=False,
... ),
... LocalRunningProcess(
... pid="6228",
... xmin="3456",
... application_name="pgbench",
... database="pgbench",
... user="postgres",
... client=ip_address("2001:db8::"),
... cpu=0.2,
... mem=1.024_758_418_061_11,
... read=0.2,
... write=0.113_090_128_201_154_74,
... state="active",
... query="UPDATE pgbench_accounts SET abalance = abalance + 3062 WHERE aid = 1932841;",
... encoding="UTF-8",
... duration=0.1,
... wait=False,
... io_wait=False,
... query_leader_pid=6240,
... is_parallel_worker=True,
... ),
... ]
>>> processes = sorted(processes, key=SortKey.cpu, reverse=True)
>>> [p.pid for p in processes]
['6228', '6240', '6239']
>>> processes = sorted(processes, key=SortKey.mem)
>>> [p.pid for p in processes]
['6240', '6239', '6228']
When using the 'duration' sort key, processes are also sorted by ascending
(query_leader_pid, is_parallel_worker).
>>> processes = sorted(processes, key=SortKey.duration, reverse=True)
>>> [p.pid for p in processes]
['6239', '6240', '6228']
PostgreSQL 12- (query_leader_pid is None)
>>> processes = [
... LocalRunningProcess(
... pid="6240",
... xmin="1234",
... application_name="pgbench",
... database="pgbench",
... user="postgres",
... client=ip_address("192.168.1.2"),
... cpu=0.1,
... mem=0.993_254_939_413_836,
... read=0.1,
... write=0.282_725_318_098_656_75,
... state="idle in transaction",
... query="UPDATE pgbench_accounts SET abalance = abalance + 3062 WHERE aid = 1932841;",
... encoding=None,
... duration=0.1,
... wait="ClientRead",
... io_wait=False,
... query_leader_pid=None,
... is_parallel_worker=False,
... ),
... LocalRunningProcess(
... pid="6239",
... xmin="2345",
... application_name="pgbench",
... database="pgbench",
... user="postgres",
... client=ip_address("0000:0000:0000:0000:0000:0abc:0007:0def"),
... cpu=0.1,
... mem=0.994_254_939_413_836,
... read=0.1,
... write=0.282_725_318_098_656_75,
... state="idle in transaction",
... query="UPDATE pgbench_accounts SET abalance = abalance + 141 WHERE aid = 7289374;",
... encoding="UTF-8",
... duration=0.1,
... wait="ClientRead",
... io_wait=False,
... query_leader_pid=None,
... is_parallel_worker=False,
... ),
... LocalRunningProcess(
... pid="6228",
... xmin="3456",
... application_name="pgbench",
... database="pgbench",
... user="postgres",
... client=None,
... cpu=0.2,
... mem=1.024_758_418_061_11,
... read=0.2,
... write=0.113_090_128_201_154_74,
... state="active",
... query="UPDATE pgbench_accounts SET abalance = abalance + 3062 WHERE aid = 1932841;",
... encoding="latin1",
... duration=0.1,
... wait=False,
... io_wait=False,
... query_leader_pid=None,
... is_parallel_worker=True,
... ),
... ]
>>> processes = sorted(processes, key=SortKey.duration, reverse=True)
>>> [p.pid for p in processes]
['6240', '6239', '6228']
"""
# If we filter by duration, we also need to filter by ascending
# (query_leader_pid, is_parallel_worker):
# * for pg13+: query_leader_pid = coalesce(leader_pid, pid)
# * for pg12-: query_leader_pid = Null / None
# Note: parallel_worker have the same "duration" as their leader.
if key == SortKey.duration:
processes = builtins.sorted(
processes,
key=lambda p: (p.query_leader_pid, p.is_parallel_worker),
reverse=False,
)
return builtins.sorted(
processes,
key=lambda p: getattr(p, key.name) or 0, # TODO: avoid getattr()
reverse=reverse,
)
def update_max_iops(max_iops: int, read_count: float, write_count: float) -> int:
"""Update 'max_iops' value from read_count/write_count.
>>> update_max_iops(45657, 123, 888)
45657
>>> update_max_iops(3, 123, 888)
1011
"""
return max(int(read_count + write_count), max_iops)
def get_load_average() -> tuple[float, float, float]:
"""Get load average"""
return os.getloadavg()
def get_mem_swap() -> tuple[MemoryInfo, SwapInfo]:
"""Get memory and swap usage"""
with catch_warnings():
simplefilter("ignore", RuntimeWarning)
phymem = psutil.virtual_memory()
vmem = psutil.swap_memory()
# 'buffers' and 'cached' attributes are not available on some systems (e.g. OSX)
buffers = getattr(phymem, "buffers", 0)
cached = getattr(phymem, "cached", 0)
mem_used = phymem.total - (phymem.free + buffers + cached)
return (
MemoryInfo(mem_used, buffers + cached, phymem.free, phymem.total),
SwapInfo(vmem.used, vmem.free, vmem.total),
)
def mem_swap_load() -> tuple[MemoryInfo, SwapInfo, LoadAverage]:
"""Read memory, swap and load average from Data object."""
memory, swap = get_mem_swap()
load = LoadAverage(*get_load_average())
return memory, swap, load
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