def take_action(self, args): resources = self.app.cloud_obj.resources.list_zombie_resources_by_tenants() from toolz import countby dic = countby(lambda x: x.resource_type, resources) from collections import OrderedDict ordered_dic = OrderedDict(dic) return((key for key in ordered_dic.keys()), (ordered_dic[key] for key in ordered_dic.keys()))
def list_metrics(self):
metrics = []
from ext_cloud.BaseCloud.BaseResources.BaseMetrics import BaseMetricscls
from toolz import countby
instances = self.list_instances()
group_by_state = countby(lambda x: x.state, instances)
metrics.append(BaseMetricscls('openstack.instances.total', len(instances)))
metrics.append(BaseMetricscls('openstack.instances.running', group_by_state['RUNNING'] if 'RUNNING' in group_by_state else 0))
metrics.append(BaseMetricscls('openstack.instances.stopped', group_by_state['STOPPED'] if 'STOPPED' in group_by_state else 0))
metrics.append(BaseMetricscls('openstack.instances.paused', group_by_state['PAUSED'] if 'PAUSED' in group_by_state else 0))
metrics.append(BaseMetricscls('openstack.instances.error', group_by_state['ERROR'] if 'ERROR' in group_by_state else 0))
return metrics
def workers(s):
""" Information about workers
Examples
--------
>>> workers(my_scheduler) # doctest: +SKIP
{'127.0.0.1': {'cores': 3,
'cpu': 0.0,
'last-seen': 0.003068,
'latency': 0.01584628690034151,
'ports': ['54871', '50943'],
'processing': {'inc': 2, 'add': 1},
'disk-read': 1234,
'disk-write': 1234,
'network-send': 1234,
'network-recv': 1234,
'memory': 16701911040,
'memory_percent': 85}}
"""
hosts = {host: ['%s:%s' % (host, port) for port in d['ports']]
for host, d in s.host_info.items()}
processing = {host: countby(key_split, concat(s.processing[w] for w in addrs))
for host, addrs in hosts.items()}
now = time()
result = {}
for host, info in s.host_info.items():
info = info.copy()
# info = dissoc(info, 'heartbeat', 'heartbeat-port')
info['processing'] = processing[host]
result[host] = info
info['ports'] = list(info['ports'])
if 'last-seen' in info:
info['last-seen'] = (now - info['last-seen'])
return result
def test_countby():
assert countby(even, [1, 2, 3]) == {True: 1, False: 2}
assert countby(len, ['cat', 'dog', 'mouse']) == {3: 2, 5: 1}
def test_countby():
assert countby(iseven, [1, 2, 3]) == {True: 1, False: 2}
assert countby(len, ['cat', 'dog', 'mouse']) == {3: 2, 5: 1}
assert countby(0, ('ab', 'ac', 'bc')) == {'a': 2, 'b': 1}
from csv import DictReader, DictWriter
from toolz import compose, pluck, countby
import sys
sightings = DictReader(open('data/processed/nuforc_reports.csv', 'r'))
bad_cities_file = \
DictWriter(open('bad_cities.csv', 'w'), fieldnames=['city','state','count'])
bad_cities_file.writeheader()
bad_cities = []
for sighting in sightings:
if not sighting['city_latitude'] or not sighting['city_longitude']:
bad_cities.append(
{
"city": sighting["city"],
"state": sighting["state"]
}
)
bad_cities_counts = countby(['state','city'], bad_cities)
total = 0
for (state, city), count in \
sorted(bad_cities_counts.items(), key=lambda x: x[1], reverse=True):
total += count
bad_cities_file.writerow({'state': state, 'city': city, 'count': count})
print("Total number of incomplete geocodes: {}".format(total))
uptime_seconds, idle_seconds = f.readline().split() idle_seconds = float(idle_seconds)/cpu_count print "%s.cpu.uptime %f %d" % (hostname,float(uptime_seconds), now) print "%s.cpu.idletime %f %d" % (hostname,idle_seconds, now) #memory stats mem_stats =psutil.virtual_memory() print "%s.memory.total %d %d" % (hostname,mem_stats.total, now) print "%s.memory.used %d %d" % (hostname,mem_stats.used, now) print "%s.memory.free %d %d" % (hostname,mem_stats.free, now) print "%s.memory.cached %d %d" % (hostname,mem_stats.cached, now) #process stats proc_stats = psutil.get_process_list() proc_dict=collections.defaultdict(int, toolz.countby(lambda x:x.status, proc_stats)) print "%s.process.total %d %d" % (hostname,len(proc_stats), now) print "%s.process.running %d %d" % (hostname,proc_dict['running'], now) print "%s.process.sleeping %d %d" % (hostname,proc_dict['sleeping'], now) print "%s.process.stopped %d %d" % (hostname,proc_dict['stopped'], now) #disk stats disk_stats = psutil.disk_io_counters(perdisk=True) for key in disk_stats: print "%s.disk.%s.reads %d %d" % (hostname,key,disk_stats[key].read_count, now) print "%s.disk.%s.writes %d %d" % (hostname,key,disk_stats[key].write_count, now)
def test_countby():
assert countby(iseven, [1, 2, 3]) == {True: 1, False: 2}
assert countby(len, ['cat', 'dog', 'mouse']) == {3: 2, 5: 1}
def test_countby():
assert countby(iseven, [1, 2, 3]) == {True: 1, False: 2}
assert countby(len, ['cat', 'dog', 'mouse']) == {3: 2, 5: 1}
assert countby(0, ('ab', 'ac', 'bc')) == {'a': 2, 'b': 1}
#!/usr/bin/python
from ext_cloud import get_ext_cloud
import sys
import warnings
warnings.filterwarnings("ignore")
cloud_obj = get_ext_cloud("openstack")
resources = cloud_obj.resources.list_zombie_resources()
from toolz import countby
dic = countby(lambda x: x.resource_type, resources)
if len(dic) is 0:
sys.exit(0)
print dic
sys.exit(1)
#!/usr/bin/python
from ext_cloud import get_ext_cloud
import sys
import warnings
warnings.filterwarnings("ignore")
cloud_obj = get_ext_cloud("openstack")
resources = cloud_obj.resources.list_zombie_resources()
from toolz import countby
dic = countby(lambda x: x.resource_type, resources)
if len(dic) is 0:
sys.exit(0)
print dic
sys.exit(1)
idle_seconds = float(idle_seconds)/cpu_count print "%s.cpu.uptime %f %d" % (hostname,float(uptime_seconds), now) print "%s.cpu.idletime %f %d" % (hostname,idle_seconds, now) #memory stats mem_stats =psutil.virtual_memory() print "%s.memory.total %d %d" % (hostname,mem_stats.total, now) print "%s.memory.used %d %d" % (hostname,mem_stats.used, now) print "%s.memory.free %d %d" % (hostname,mem_stats.free, now) print "%s.memory.cached %d %d" % (hostname,mem_stats.cached, now) #process stats proc_stats = list(psutil.process_iter()) proc_dict=collections.defaultdict(int, toolz.countby(lambda x:x.status(), proc_stats)) print "%s.process.total %d %d" % (hostname,len(proc_stats), now) print "%s.process.running %d %d" % (hostname,proc_dict['running'], now) print "%s.process.sleeping %d %d" % (hostname,proc_dict['sleeping'], now) print "%s.process.stopped %d %d" % (hostname,proc_dict['stopped'], now) #disk stats disk_stats = psutil.disk_io_counters(perdisk=True) for key in disk_stats: #skip ram disks if key[:3] == 'ram': continue # skip cdrom devices if key[:2] == 'sr': continue print "%s.disk.%s.reads %d %d" % (hostname,key,disk_stats[key].read_count, now)
