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vmtop.py
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#!/usr/bin/python3
# TODO:
# - system-wide metrics
# - /sys/devices/system/node/nodeX/numastat
# - can we get guest throttling data (for live migration) ?
# - user-controlled list metrics to show, the list is getting large
# - vmexit rate + reasons
# - arbitrary groups of processes metrics (kernel threads,
# middleware, etc)
# - parallel scrape
# - filter by name, not just PID
import subprocess
import operator
import threading
import time
import signal
import ctypes
import os
import sys
import argparse
import shutil
import socket
from datetime import datetime
# optional dependencies
# bcc for vmexit
import_failed_bcc = False
try:
from bcc import BPF
except ImportError:
import_failed_bcc = True
# prometheus
import_failed_prometheus = False
try:
from prometheus_client import Gauge
from prometheus_client import start_http_server
except ImportError:
import_failed_prometheus = True
# daemon mode
import_failed_daemon = False
try:
import daemon
except ImportError:
import_failed_daemon = True
stop = False
def read_str(filename):
with open(filename, "r") as fd:
return fd.read().strip()
def read_int(filename):
return int(read_str(filename))
def mixrange(s):
r = []
if not s:
return r
if s == "\n":
return r
for i in s.split(","):
if "-" not in i:
r.append(int(i))
else:
l, h = map(int, i.split("-"))
r += range(l, h + 1)
return r
class QemuThread:
def __init__(self, vm_pid, cgroup, thread_pid, machine, vhost=False):
self.vm_pid = vm_pid
self.machine = machine
self.thread_pid = thread_pid
self.last_stealtime = None
self.last_cputime = None
self.last_scrape_ts = None
self.nodes = None
self.vhost = vhost
self.cgroup = cgroup
self.pc_steal = 0.0
self.pc_util = 0.0
self.diff_steal = 0
self.diff_util = 0
self.diff_ts = 0
self.warned = False
self.get_thread_name()
self.get_thread_cpuset()
self.get_schedstats()
def get_thread_name(self):
if self.vhost is True:
fpath = "/proc/%s/comm" % (self.thread_pid)
else:
fpath = "/proc/%s/task/%s/comm" % (self.vm_pid, self.thread_pid)
self.thread_name = read_str(fpath)
def get_prctl_cpus(self):
status = read_str(
"/proc/%s/task/%s/status" % (self.vm_pid, self.thread_pid)
).split("\n")
for l in status:
k = l.split(":")[0]
v = l.split(":")[1]
if k == "Cpus_allowed_list":
cpus = mixrange(v.strip())
self.nodes = self.machine.get_prctl_nodes(cpus)
def get_thread_cpuset(self):
try:
if self.vhost is not True:
fpath = "/proc/%s/task/%s/cpuset" % (self.vm_pid, self.thread_pid)
with open(fpath, "r") as f:
line = f.read().strip()
# if no cpuset, try to read the Cpus_allowed_list
if line == "/":
return self.get_prctl_cpus()
# Cgroup1
if self.cgroup != 2:
self.cpuset = line
else:
# Cgroup2
# If cpuset controller is not enabled, then it may just
# return "/machine.slice" for the /proc/<pid>/cpuset
if line != "/machine.slice":
self.cpuset = line
else:
print("Please check if cpuset controller is enabled")
sys.exit(1)
except:
# Teardown
self.nodes = []
return
self.nodes = self.machine.get_nodes(self.cpuset)
if len(self.nodes) != 1:
# kvm-pit is not pinned, but also mostly idle, no need to
# warn here
if "kvm-pit" in self.thread_name:
return
if self.warned is True:
return
print(
"Warning: thread %d from VM %d belongs to multiple nodes, "
"node accounting may be inaccurate" % (self.thread_pid, self.vm_pid)
)
self.warned = True
def get_schedstats(self):
self.last_scrape_ts = time.time() * 1000000000
if self.vhost is True:
fpath = "/proc/%s/schedstat" % (self.thread_pid)
else:
fpath = "/proc/%s/task/%s/schedstat" % (self.vm_pid, self.thread_pid)
try:
stats = read_str(fpath).split(" ")
except FileNotFoundError:
# On VM teardown return 0
self.last_cputime = 0
self.last_stealtime = 0
return -1
self.last_cputime = int(stats[0])
self.last_stealtime = int(stats[1])
return 0
def __repr__(self):
return "%s (%s), util: %0.02f %%, steal: %0.02f %%" % (
self.thread_name,
self.thread_pid,
self.pc_util,
self.pc_steal,
)
def refresh_stats(self):
prev_steal_time = self.last_stealtime
prev_cpu_time = self.last_cputime
prev_scrape_ts = self.last_scrape_ts
ret = self.get_schedstats()
# if a thread vanished, make it 0 and we will remove it
# in the VM refresh_stat function
if ret == -1:
return ret
else:
self.diff_ts = self.last_scrape_ts - prev_scrape_ts
self.diff_steal = self.last_stealtime - prev_steal_time
self.diff_util = self.last_cputime - prev_cpu_time
if self.diff_ts < 0 or self.diff_steal < 0 or self.diff_util < 0:
print(
f"Error: negative difference in thread {self.thread_pid}, "
f"VM {self.vm_pid}\n"
f"self.diff_ts: {self.diff_ts}\n"
f"self.last_scrape_ts: {self.last_scrape_ts}\n"
f"prev_scrape_ts: {prev_scrape_ts}\n"
f"self.diff_steal: {self.diff_steal}\n"
f"self.last_scrape_steal: {self.last_stealtime}\n"
f"prev_scrape_steal: {prev_steal_time}\n"
f"self.diff_util: {self.diff_util}\n"
f"self.last_scrape_util: {self.last_cputime}\n"
f"prev_scrape_util: {prev_cpu_time}"
)
self.pc_util = self.diff_util / self.diff_ts * 100
self.pc_steal = self.diff_steal / self.diff_ts * 100
return ret
class NIC:
def __init__(self, vm, name):
self.vm = vm
self.name = name
self.last_scrape_ts = None
self.last_rx = None
self.last_tx = None
self.last_rx_drop = None
self.last_tx_drop = None
self.tx_rate = None
self.rx_rate = None
self.tx_rate_dropped = None
self.rx_rate_dropped = None
self.get_stats()
def get_stats(self):
self.last_scrape_ts = time.time()
# Flipped rx/tx to reflect the VM point of view
try:
self.last_rx = read_int(
f"/sys/devices/virtual/net/{self.name}/statistics/tx_bytes"
)
self.last_tx = read_int(
f"/sys/devices/virtual/net/{self.name}/statistics/rx_bytes"
)
self.last_rx_dropped = read_int(
f"/sys/devices/virtual/net/{self.name}/statistics/tx_dropped"
)
self.last_tx_dropped = read_int(
f"/sys/devices/virtual/net/{self.name}/statistics/rx_dropped"
)
except:
# VM Teardown
self.last_rx = 0
self.last_tx = 0
self.last_rx_dropped = 0
self.last_tx_dropped = 0
return
def refresh_stats(self):
prev_scrape_ts = self.last_scrape_ts
prev_rx = self.last_rx
prev_tx = self.last_tx
prev_rx_dropped = self.last_rx_dropped
prev_tx_dropped = self.last_tx_dropped
self.get_stats()
diff_sec = self.last_scrape_ts - prev_scrape_ts
mb = 1024.0 * 1024.0
self.rx_rate = ((self.last_rx - prev_rx) * 8) / diff_sec / mb
self.tx_rate = ((self.last_tx - prev_tx) * 8) / diff_sec / mb
self.rx_rate_dropped = (self.last_rx_dropped - prev_rx_dropped) / diff_sec
self.tx_rate_dropped = (self.last_tx_dropped - prev_tx_dropped) / diff_sec
class VM:
def __init__(self, args, vm_pid, machine):
self.args = args
self.vm_pid = vm_pid
self.machine = machine
self.name = None
self.csv = None
# If the memory is on a different primary node than the vcpus
self.warned_vcpu_mem_split = False
# If the vcpus of that VM are running on different nodes
self.warned_vcpu_split = False
self.mem_allocated = 0
self.clear_stats()
# We assume all the allocated memory was allocated to fit on
# only one node, we still track the real usage on each node.
# changes protected by machine.nodes_lock.
self.mem_primary_node = None
# If a VM changed node, store it here and update with
# machine.nodes_lock is held by the vm allocation thread
self.new_mem_primary_node = None
# Same thing with vcpus, we try to find the node where most
# vcpus use and set it as default. If the VM is unpinned or
# pinned to multiple nodes, we use mem_primary_node as an
# assumption (and warn).
# VMs are accounted for in vcpu_primary_node because this tool
# first metric is CPU usage.
self.vcpu_primary_node = None
self.new_vcpu_primary_node = None
self.mem_used_per_node = {}
self.total_vcpu_count = 0
self.total_vcpu_count_per_node = {}
self.vcpu_threads = {}
self.emulator_threads = {}
self.vhost_threads = {}
self.nics = {}
self.last_io_scrape_ts = None
self.last_io_read_bytes = None
self.last_io_write_bytes = None
self.last_vmexit_count = 0
self.last_vmexit_diff = 0
self.get_vm_info()
if self.args.csv is not None and self.args.vm is True:
self.open_vm_csv()
self.get_threads()
self.get_node_memory()
self.refresh_vcpu_primary_node()
self.check_vcpu_mem_split()
if self.args.no_nic is not True:
self.get_nic_info()
self.refresh_io_stats()
@property
def nr_vcpus(self):
return len(self.vcpu_threads.keys())
def set_vcpu_primary_node(self, new_node):
if new_node is None:
return
if self.vcpu_primary_node == new_node:
return
if self.vcpu_primary_node is not None:
# We cannot update the primary node directly, because of
# concurrency between the 2 threads, so if the node needs
# to be updated, set the new_ value and wait for the
# alloc thread to update with the lock held.
self.new_vcpu_primary_node = new_node
else:
self.vcpu_primary_node = new_node
def refresh_vcpu_primary_node(self):
tmp_primary = None
for vcpu in self.vcpu_threads.values():
# if any vcpu is floating to more than one node or we didn't
# manage to find the node, assign it to the primary memory node
# we already warned about this.
if len(vcpu.nodes) != 1:
self.set_vcpu_primary_node(self.mem_primary_node)
break
if tmp_primary is None:
tmp_primary = vcpu.nodes[0]
elif vcpu.nodes[0] != tmp_primary:
self.set_vcpu_primary_node(self.mem_primary_node)
if self.warned_vcpu_split is False:
print(
f"Warning: VM {self.name} has vcpus pinned to "
f"different nodes, accounting will not be accurate"
)
self.warned_vcpu_split = True
break
self.set_vcpu_primary_node(tmp_primary)
if self.vcpu_primary_node is None:
print(f"Failed to set the vcpu primary node for VM {self.name}")
def refresh_vcpu_node(self):
for vcpu in self.vcpu_threads.values():
vcpu.get_thread_cpuset()
self.refresh_vcpu_primary_node()
def check_vcpu_mem_split(self):
if self.warned_vcpu_mem_split is True:
return
for vcpu in self.vcpu_threads.values():
if len(vcpu.nodes) == 1 and vcpu.nodes[0] != self.mem_primary_node:
print(
f"Warning: VCPU thread {vcpu.thread_pid} from VM "
f"{self.name} is not pinned on the same node as its "
f"memory"
)
self.warned_vcpu_mem_split = True
def get_exit_count(self):
if self.args.vmexit is False:
return
try:
c = self.machine.bpf["exitcount"][ctypes.c_uint(self.vm_pid)].value
self.last_vmexit_diff = c - self.last_vmexit_count
self.last_vmexit_count = c
except:
pass
def __str__(self):
if self.args.vcpu:
vm = (
" - %s (%s), vcpu util: %0.02f%%, vcpu steal: %0.02f%%, "
"vhost util: %0.02f%%, vhost steal: %0.02f%%"
"emulators util: %0.02f%%, emulators steal: %0.02f%%"
% (
self.name,
self.vm_pid,
self.vcpu_sum_pc_util,
self.vcpu_sum_pc_steal,
self.vhost_sum_pc_util,
self.vhost_sum_pc_steal,
self.emulators_sum_pc_util,
self.emulators_sum_pc_steal,
)
)
vcpu_util = ""
for v in self.vcpu_threads.values():
vcpu_util = "%s\n - %s" % (vcpu_util, v)
emulators_util = ""
if self.args.emulators:
for v in self.emulator_threads.values():
emulators_util = "%s\n - %s" % (emulators_util, v)
return "%s%s%s" % (vm, vcpu_util, emulators_util)
else:
metrics = [self.name, str(self.vm_pid)]
for i in self.args.display_metrics:
if i == "vcpu_sum_pc_util":
metrics.append("%0.02f" % self.vcpu_sum_pc_util)
elif i == "vcpu_sum_pc_steal":
metrics.append("%0.02f" % self.vcpu_sum_pc_steal)
elif i == "emulators_sum_pc_util":
metrics.append("%0.02f" % self.emulators_sum_pc_util)
elif i == "emulators_sum_pc_steal":
metrics.append("%0.02f" % self.emulators_sum_pc_steal)
elif i == "vhost_sum_pc_util":
metrics.append("%0.02f" % self.vhost_sum_pc_util)
elif i == "vhost_sum_pc_steal":
metrics.append("%0.02f" % self.vhost_sum_pc_steal)
elif i == "mb_read":
metrics.append("%0.02f" % self.mb_read)
elif i == "mb_write":
metrics.append("%0.02f" % self.mb_write)
elif i == "rx_rate":
metrics.append("%0.02f" % self.rx_rate)
elif i == "tx_rate":
metrics.append("%0.02f" % self.tx_rate)
elif i == "rx_rate_dropped":
metrics.append("%0.02f" % self.rx_rate_dropped)
elif i == "tx_rate_dropped":
metrics.append("%0.02f" % self.tx_rate_dropped)
elif i == "last_vmexit_diff":
metrics.append("%d" % self.last_vmexit_diff)
return self.args.vm_format.format(*metrics)
def open_vm_csv(self):
fname = os.path.join(self.args.csv, "%s.csv" % self.name)
self.csv = open(fname, "w")
self.csv.write(
"timestamp,pid,name,nr_vcpus,mem_node,vcpu_node,vcpu_util,vcpu_steal,emulators_util,"
"emulators_steal,vhost_util,vhost_steal,disk_read,disk_write,rx,tx,"
"rx_dropped,tx_dropped,vmexit_count\n"
)
def output_vm_csv(self, timestamp):
# Output the CSV file
# we use abs() because Python manages to write -0.00 once in a
# while...
self.csv.write(
f"{datetime.fromtimestamp(timestamp)},"
f"{self.vm_pid},{self.name},"
f"{self.nr_vcpus},"
f"{self.mem_primary_node.id},"
f"{self.vcpu_primary_node.id},"
f"{'%0.02f' % (abs(self.vcpu_sum_pc_util))},"
f"{'%0.02f' % (abs(self.vcpu_sum_pc_steal))},"
f"{'%0.02f' % (abs(self.emulators_sum_pc_util))},"
f"{'%0.02f' % (abs(self.emulators_sum_pc_steal))},"
f"{'%0.02f' % (abs(self.vhost_sum_pc_util))},"
f"{'%0.02f' % (abs(self.vhost_sum_pc_steal))},"
f"{'%0.02f' % (abs(self.mb_read))},"
f"{'%0.02f' % (abs(self.mb_write))},"
f"{'%0.02f' % (abs(self.rx_rate))},"
f"{'%0.02f' % (abs(self.tx_rate))},"
f"{'%0.02f' % (abs(self.rx_rate_dropped))},"
f"{'%0.02f' % (abs(self.tx_rate_dropped))},"
f"{'%d' % (self.last_vmexit_diff)}\n"
)
self.csv.flush()
def get_nic_info(self):
for fd in os.listdir(f"/proc/{self.vm_pid}/fd/"):
lname = f"/proc/{self.vm_pid}/fd/{fd}"
try:
link = os.readlink(lname)
except OSError:
continue
if link == "/dev/net/tun":
try:
with open(f"/proc/{self.vm_pid}/fdinfo/{fd}", "r") as _f:
fdinfo = _f.read().split("\n")
except FileNotFoundError:
# Ignore fd that vanished
continue
for l in fdinfo:
l = l.split()
if len(l) == 2 and l[0] == "iff:":
self.nics[l[1]] = NIC(self, l[1])
def is_vcpu(self, thread, comm):
if "CPU" in comm:
return True
def get_threads(self):
for tid in os.listdir("/proc/%s/task/" % self.vm_pid):
fname = "/proc/%s/task/%s/comm" % (self.vm_pid, tid)
try:
with open(fname, "r") as _f:
comm = _f.read()
tid = int(tid)
thread = QemuThread(self.vm_pid, self.machine.cgroup, tid, self.machine)
except FileNotFoundError:
# Ignore threads that disappear for now (temporary workers)
continue
if self.is_vcpu(thread, comm):
self.vcpu_threads[tid] = thread
else:
self.emulator_threads[tid] = thread
# Find vhost threads
cmd = ["pgrep", str(self.vm_pid)]
pids = (
subprocess.check_output(cmd, shell=False)
.strip()
.decode("utf-8")
.split("\n")
)
for p in pids:
tid = int(p)
thread = QemuThread(
self.vm_pid, self.machine.cgroup, tid, self.machine, vhost=True
)
self.vhost_threads[tid] = thread
def get_vm_info(self):
with open("/proc/%s/cmdline" % self.vm_pid, mode="r") as fh:
cmdline = fh.read().split("\0")
for i in range(len(cmdline)):
if cmdline[i].startswith("guest="):
self.name = cmdline[i].split("=")[1].split(",")[0]
elif cmdline[i].startswith("-name"):
self.name = cmdline[i + 1]
elif cmdline[i] == "-m":
self.mem_allocated = int(cmdline[i + 1])
elif cmdline[i] == "-smp":
self.total_vcpu_count = int(cmdline[i + 1].split(",")[0])
if self.name is None:
print("Failed to parse guest name")
self.name = "unknown"
def refresh_io_stats(self):
self.last_io_scrape_ts = time.time()
try:
with open("/proc/%s/io" % self.vm_pid, "r") as f:
stats = f.read().split("\n")
except FileNotFoundError:
# On VM teardown return 0
self.last_io_read_bytes = 0
self.last_io_write_bytes = 0
return
for l in stats:
l = l.split(" ")
if l[0] == "read_bytes:":
self.last_io_read_bytes = int(l[1])
if l[0] == "write_bytes:":
self.last_io_write_bytes = int(l[1])
def get_node_memory(self):
path = shutil.which("numastat")
if path is None:
print("no executable found for numastat")
return
cmd = ["numastat", "-p", str(self.vm_pid)]
try:
usage = (
subprocess.check_output(cmd, shell=False)
.decode("utf-8")
.split("\n")[-2]
.split()[1:-1]
)
except subprocess.CalledProcessError:
# ctrl-c
return
maxnode = None
maxmem = 0
for node_id in range(len(usage)):
try:
mem = float(usage[node_id])
except ValueError:
# Teardown
return
self.mem_used_per_node[node_id] = mem
if maxnode is None or mem > maxmem:
maxnode = node_id
maxmem = mem
if self.mem_primary_node is None:
self.mem_primary_node = self.machine.nodes[maxnode]
elif self.mem_primary_node != self.machine.nodes[maxnode]:
self.new_mem_primary_node = self.machine.nodes[maxnode]
def clear_stats(self):
self.vcpu_sum_pc_util = 0
self.vcpu_sum_pc_steal = 0
self.vhost_sum_pc_util = 0
self.vhost_sum_pc_steal = 0
self.emulators_sum_pc_util = 0
self.emulators_sum_pc_steal = 0
def refresh_stats(self):
self.clear_stats()
# sum of all vcpu stats
for vcpu in self.vcpu_threads.values():
vcpu.refresh_stats()
self.vcpu_sum_pc_util += vcpu.pc_util
self.vcpu_sum_pc_steal += vcpu.pc_steal
# vhost
for vhost in self.vhost_threads.values():
vhost.refresh_stats()
self.vhost_sum_pc_util += vhost.pc_util
self.vhost_sum_pc_steal += vhost.pc_steal
# emulators
to_remove = []
for tid, emulator in self.emulator_threads.items():
ret = emulator.refresh_stats()
if ret == -1:
to_remove.append(tid)
continue
self.emulators_sum_pc_util += emulator.pc_util
self.emulators_sum_pc_steal += emulator.pc_steal
# workers are added/removed on demand, so we can't keep track of all
for tid in to_remove:
del self.emulator_threads[tid]
# disk
prev_io_scrape_ts = self.last_io_scrape_ts
prev_io_read_bytes = self.last_io_read_bytes
prev_io_write_bytes = self.last_io_write_bytes
self.refresh_io_stats()
diff_sec = self.last_io_scrape_ts - prev_io_scrape_ts
mb = 1024.0 * 1024.0
self.mb_read = (self.last_io_read_bytes - prev_io_read_bytes) / diff_sec / mb
self.mb_write = (self.last_io_write_bytes - prev_io_write_bytes) / diff_sec / mb
self.tx_rate = 0
self.rx_rate = 0
self.tx_rate_dropped = 0
self.rx_rate_dropped = 0
if not self.args.no_nic:
for n in self.nics.values():
n.refresh_stats()
self.tx_rate += n.tx_rate
self.rx_rate += n.rx_rate
self.tx_rate_dropped += n.tx_rate_dropped
self.rx_rate_dropped += n.rx_rate_dropped
# copy to node stats
self.vcpu_primary_node.node_vcpu_sum_pc_util += self.vcpu_sum_pc_util
self.vcpu_primary_node.node_vcpu_sum_pc_steal += self.vcpu_sum_pc_steal
self.vcpu_primary_node.node_vhost_sum_pc_util += self.vhost_sum_pc_util
self.vcpu_primary_node.node_vhost_sum_pc_steal += self.vhost_sum_pc_steal
self.vcpu_primary_node.node_emulators_sum_pc_util += self.emulators_sum_pc_util
self.vcpu_primary_node.node_emulators_sum_pc_steal += (
self.emulators_sum_pc_steal
)
self.get_exit_count()
class Node:
def __init__(self, _id, args):
self.id = _id
self.args = args
self.hwthread_list = Node.node_hwthreads(_id)
# Approximation, VMs could be split between nodes, we use the node
# where most of the memory is allocated to decide here
self.node_vms = {}
# After the initial scan, the resource accounting is owned by the
# refresh_vm_allocation thread
# Approximation, assumes all the allocated memory is not split
self.vm_mem_allocated = 0
self.vm_mem_used = 0
self.node_vcpu_threads = 0
self.clear_stats()
def clear_stats(self):
# Owned by the main loop
self.node_vcpu_sum_pc_util = 0
self.node_vcpu_sum_pc_steal = 0
self.node_vhost_sum_pc_util = 0
self.node_vhost_sum_pc_steal = 0
self.node_emulators_sum_pc_util = 0
self.node_emulators_sum_pc_steal = 0
def refresh_vm_allocation(self):
tmp_vm_mem_allocated = 0
for vm in self.node_vms.values():
vm.get_node_memory()
vm.refresh_vcpu_node()
tmp_vm_mem_allocated += vm.mem_allocated
self.vm_mem_allocated = tmp_vm_mem_allocated
def print_node_initial_count(self):
if self.args.csv is not None:
return
return "%s VMs (%s vcpus, %0.02f GB mem allocated, " "%0.02f GB mem used)" % (
self.nr_vms,
self.node_vcpu_threads,
self.vm_mem_allocated / 1024,
self.vm_mem_used / 1024,
)
def open_csv_file(self):
fname = os.path.join(self.args.csv, "node%d.csv" % self.id)
print("Writing node %s data in %s" % (self.id, fname))
self.node_csv = open(fname, "w")
self.node_csv.write(
"timestamp,id,nr_vms,nr_vcpus,vm_mem_allocated,"
"vm_mem_used,vcpu_util,vcpu_steal,emulators_util,"
"emulators_steal,vhost_util,vhost_steal\n"
)
def output_node_csv(self, timestamp):
self.node_csv.write(
f"{datetime.fromtimestamp(timestamp)},"
f"{self.id},"
f"{self.nr_vms},"
f"{self.node_vcpu_threads},"
f"{self.vm_mem_allocated/1024},"
f"{self.vm_mem_used/1024},"
f"{'%0.02f' % (self.node_vcpu_sum_pc_util)},"
f"{'%0.02f' % (self.node_vcpu_sum_pc_steal)},"
f"{'%0.02f' % (self.node_emulators_sum_pc_util)},"
f"{'%0.02f' % (self.node_emulators_sum_pc_steal)},"
f"{'%0.02f' % (self.node_vhost_sum_pc_util)},"
f"{'%0.02f' % (self.node_vhost_sum_pc_steal)}\n"
)
self.node_csv.flush()
def output_allocation(self):
print(" Node %d: %s" % (self.id, self.print_node_initial_count()))
# -1 when no numa nodes
def node_list():
if os.path.exists("/sys/devices/system/node/online"):
return mixrange(read_str("/sys/devices/system/node/online"))
else:
return [-1]
def node_hwthreads(node_n):
if node_n == -1:
return mixrange(read_str("/sys/devices/system/cpu/online"))
else:
return mixrange(read_str(f"/sys/devices/system/node/node{node_n}/cpulist"))
@property
def nr_vms(self):
return len(self.node_vms)
@property
def nr_hwthreads(self):
return len(self.hwthread_list)
class Machine:
def __init__(self, args):
self.args = args
# to read/update node_vms in each node, prevents concurrent
# accesses by the main loop and the vm_allocation thread
self.nodes_lock = threading.Lock()
# Protect concurrent reads and writes to the all_vms dict
self.all_vms_lock = threading.Lock()
self.nodes = {}
self.all_vms = {}
self.cgroup = self.check_cgroup()
self.get_cpuset_mount_point()
self.cancel = False
self.get_machine_stat()
for n in Node.node_list():
self.nodes[n] = Node(n, self.args)
def refresh_machine_stats(self):
nr_hwthreads = self.nr_hwthreads
prev_user = self.last_cpu_user
prev_nice = self.last_cpu_nice
prev_system = self.last_cpu_system
prev_idle = self.last_cpu_idle
prev_iowait = self.last_cpu_iowait
prev_irq = self.last_cpu_irq
prev_softirq = self.last_cpu_softirq
prev_guest = self.last_cpu_guest
prev_ts = self.last_scrape_ts
self.get_machine_stat()
diff = (self.last_scrape_ts - prev_ts) * nr_hwthreads
self.pc_user = (self.last_cpu_user - prev_user) / diff
self.pc_nice = (self.last_cpu_nice - prev_nice) / diff
self.pc_system = (self.last_cpu_system - prev_system) / diff
self.pc_idle = (self.last_cpu_idle - prev_idle) / diff
self.pc_iowait = (self.last_cpu_iowait - prev_iowait) / diff
self.pc_irq = (self.last_cpu_irq - prev_irq) / diff
self.pc_softirq = (self.last_cpu_softirq - prev_softirq) / diff
self.pc_guest = (self.last_cpu_guest - prev_guest) / diff
def __repr__(self):
return (
f"Host CPU: user: {'%0.02f%%' % self.pc_user}, "
f"nice: {'%0.02f%%' % self.pc_nice}, "
f"system: {'%0.02f%%' % self.pc_system}, "
f"idle: {'%0.02f%%' % self.pc_idle}, "
f"iowait: {'%0.02f%%' % self.pc_iowait}, "
f"irq: {'%0.02f%%' % self.pc_irq}, "
f"guest: {'%0.02f%%' % self.pc_guest}"
)
def open_csv_file(self):
fname = os.path.join(self.args.csv, "host.csv")
print("Writing host data in %s" % (fname))
self.machine_csv = open(fname, "w")
self.machine_csv.write(
"timestamp,cpu_user,cpu_nice,cpu_system,"
"cpu_idle,cpu_iowait,cpu_irq,cpu_guest\n"
)
self.machine_csv.flush()
def output_machine_csv(self, timestamp):
self.machine_csv.write(
f"{datetime.fromtimestamp(timestamp)},"
f"{'%0.02f' % self.pc_user},"
f"{'%0.02f' % self.pc_nice},"
f"{'%0.02f' % self.pc_system},"
f"{'%0.02f' % self.pc_idle},"
f"{'%0.02f' % self.pc_iowait},"
f"{'%0.02f' % self.pc_irq},"
f"{'%0.02f' % self.pc_guest}\n"
)
def get_machine_stat(self):
self.last_scrape_ts = time.time()
with open("/proc/stat", "r") as f:
cpu = f.readline().split()
self.last_cpu_user = int(cpu[1])
self.last_cpu_nice = int(cpu[2])
self.last_cpu_system = int(cpu[3])
self.last_cpu_idle = int(cpu[4])
self.last_cpu_iowait = int(cpu[5])
self.last_cpu_irq = int(cpu[6])
self.last_cpu_softirq = int(cpu[7])
self.last_cpu_guest = int(cpu[9])
def check_cgroup(self):
# Check if cgroup2 is configured
cgroup2_path = "/sys/fs/cgroup/cgroup.controllers"
isfile = os.path.exists(cgroup2_path)
if isfile:
return 2
else:
return 1
def get_cpuset_mount_point(self):
with open("/proc/mounts", "r") as f:
mounts = f.read().split("\n")
for m in mounts:
m = m.split()
# Avoid scenrio where m is empty
if m:
if m[0] == "cgroup" or m[0] == "cgroup2":
if "unified" in m[1]:
continue
if "cpuset" in m[3]:
self.cpuset_mount_point = m[1]
return
elif "cgroup2" in m[2]:
self.cpuset_mount_point = m[1]
return
if self.cpuset_mount_point is None:
print("Cgroup cpuset path not found")
def refresh_stats(self):
for node in self.nodes.values():
node.clear_stats()
try:
self.all_vms_lock.acquire()
for vm in self.all_vms.values():
vm.refresh_stats()
finally:
self.all_vms_lock.release()
# Normalize by CPU count
for node in self.nodes.values():
node.node_vcpu_sum_pc_util /= node.nr_hwthreads
node.node_vcpu_sum_pc_steal /= node.nr_hwthreads
node.node_vhost_sum_pc_util /= node.nr_hwthreads
node.node_vhost_sum_pc_steal /= node.nr_hwthreads
node.node_emulators_sum_pc_util /= node.nr_hwthreads
node.node_emulators_sum_pc_steal /= node.nr_hwthreads
self.refresh_machine_stats()
def account_vcpus(self):
tmp = {}
for node_id in self.nodes.keys():
tmp[node_id] = 0
for vm in self.all_vms.values():
tmp[vm.vcpu_primary_node.id] += len(vm.vcpu_threads.keys())
for node_id in self.nodes.keys():
self.nodes[node_id].node_vcpu_threads = tmp[node_id]
def refresh_vm_allocation(self):
while True:
# Sleep 1s between scans
for i in range(10):
if stop is True:
return
time.sleep(0.1)
self.list_vms()
self.refresh_mem_allocation()
for vm in self.all_vms.values():
# If a VM switched memory node
if vm.new_mem_primary_node is not None:
try:
self.nodes_lock.acquire()
vm.mem_primary_node.vm_mem_allocated -= vm.mem_allocated
vm.new_mem_primary_node.vm_mem_allocated += vm.mem_allocated
vm.mem_primary_node = vm.new_mem_primary_node
vm.new_mem_primary_node = None
finally:
self.nodes_lock.release()
# If a VM switched vcpu node
if vm.new_vcpu_primary_node is not None:
try:
self.nodes_lock.acquire()
del vm.vcpu_primary_node.node_vms[vm.vm_pid]
vm.vcpu_primary_node.node_vcpu_threads -= vm.nr_vcpus
vm.new_vcpu_primary_node.node_vms[vm.vm_pid] = vm
vm.new_vcpu_primary_node.node_vcpu_threads += vm.nr_vcpus
vm.vcpu_primary_node = vm.new_vcpu_primary_node
vm.new_vcpu_primary_node = None
finally:
self.nodes_lock.release()
self.account_vcpus()
def print_initial_count(self):
for node in self.nodes.values():
self.print_node_count(node.id)
def print_node_count(self, node_id):
node = self.nodes[node_id]
node.output_allocation()
def get_prctl_nodes(self, cpus):
nodes = []
for c in cpus:
for n in self.nodes.values():
if c in n.hwthread_list:
if n not in nodes:
nodes.append(n)
break
return nodes
def get_nodes(self, cpuset):
nodes = []
fullpath = "%s/%s/cpuset.cpus" % (self.cpuset_mount_point, cpuset)
if os.path.exists(fullpath):
with open(fullpath, "r") as f:
cpus = mixrange(f.read())
for c in cpus:
for n in self.nodes.values():
if c in n.hwthread_list:
if n not in nodes:
nodes.append(n)
break
return nodes
@property
def nr_nodes(self):
return len(self.nodes)
@property
def nr_hwthreads(self):