docklet/meter/intra/smart.py

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import subprocess, time, os, threading, math
from intra.system import system_manager
from intra.cgroup import cgroup_manager
from intra.billing import billing_manager
class smart_controller:
def set_policy(policy):
smart_controller.policy = policy
def start(interval = 4):
thread = threading.Thread(target = smart_controller.smart_control_forever, args = [interval])
thread.setDaemon(True)
thread.start()
return thread
def smart_control_forever(interval):
last_live = []
while True:
time.sleep(interval)
try:
mem_usage_mapping = {}
live = cgroup_manager.get_cgroup_containers()
for item in live:
try:
last_live.remove(item)
except:
pass
try:
cgroup_manager.protect_container_oom(item)
sample = cgroup_manager.get_container_sample(item)
mem_usage_mapping[item] = math.ceil(sample['mem_page_sample'] * 1e-6)
billing_manager.add_usage_sample(item, sample, interval)
except:
pass
for item in last_live:
billing_manager.clean_dead_node(item)
last_live = live
is_ready = True
memory_available = system_manager.get_available_memsw()
if memory_available['Mbytes'] <= 0:
size_in_gb = int(math.ceil(-memory_available['Mbytes'] / 1024 / 16) * 16)
print("[warning]", 'overloaded containers, auto-extending %d G memsw.' % size_in_gb)
system_manager.extend_swap(size_in_gb)
total_score = 0.0
score_mapping = {}
for item in live:
score = max(1e-8, smart_controller.policy.get_score_by_uuid(item))
score_mapping[item] = score
print(item, "(score/cpu)", score)
total_score += score
# CPU Scoring
for item in live:
ceof = score_mapping[item] / total_score
cgroup_manager.set_container_cpu_priority_limit(item, ceof)
# Iterative Memory Scoring
free_mem = system_manager.get_total_physical_memory_for_containers()['Mbytes']
local_nodes = live
mem_alloc = {}
for item in live:
mem_alloc[item] = 0
while free_mem > 0 and len(local_nodes) > 0:
excess_mem = 0
next_local_nodes = []
for item in local_nodes:
mem_alloc[item] += int(math.floor(free_mem * score_mapping[item] / total_score))
if mem_alloc[item] >= mem_usage_mapping[item]:
excess_mem += mem_alloc[item] - mem_usage_mapping[item]
mem_alloc[item] = mem_usage_mapping[item]
else:
next_local_nodes.append(item)
free_mem = excess_mem
local_nodes = next_local_nodes
for item in live:
mem_alloc[item] += int(math.floor(free_mem * score_mapping[item] / total_score))
cgroup_manager.set_container_physical_memory_limit(item, mem_alloc[item])
print(item, "(malloc:usage)", mem_alloc[item], mem_usage_mapping[item])
if len(live) > 0:
print("-------------------------------")
except:
pass
# echo "8:0 1000" > /sys/fs/cgroup/blkio/lxc/docklet-1-0/blkio.throttle.write_bps_device
# https://www.kernel.org/doc/Documentation/devices.txt
# while true; do clear; cat /sys/fs/cgroup/blkio/lxc/docklet-1-0/blkio.throttle.io_service_bytes; sleep 0.5; done
# hugetlb, net_cls, net_prio, /sbin/tc