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|
#!/usr/bin/env python
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import json
import sys
import base64
import ConfigParser
import logging
import argparse
from distutils.util import strtobool
from kafka import KafkaConsumer
try:
# For Python 3.0 and later
import urllib.request as url
except ImportError:
# Fall back to Python 2's urllib2
import urllib2 as url
import socket
import time
from threading import Timer
from threading import Lock
class Event(object):
"""Event header"""
def __init__(self):
"""Construct the common header"""
self.version = 2.0
self.event_type = "Info" # use "Info" unless a notification is generated
self.domain = ""
self.event_id = ""
self.source_id = ""
self.source_name = ""
self.functional_role = ""
self.reporting_entity_id = ""
self.reporting_entity_name = ""
self.priority = "Normal" # will be derived from event if there is one
self.start_epoch_microsec = 0
self.last_epoch_micro_sec = 0
self.sequence = 0
self.event_name = ""
self.internal_header_fields = {}
self.nfc_naming_code = ""
self.nf_naming_code = ""
def get_json(self):
"""Get the object of the datatype"""
obj = {}
obj['version'] = self.version
obj['eventType'] = self.event_type
obj['domain'] = self.domain
obj['eventId'] = self.event_id
obj['sourceId'] = self.source_id
obj['sourceName'] = self.source_name
obj['reportingEntityId'] = self.reporting_entity_id
obj['reportingEntityName'] = self.reporting_entity_name
obj['priority'] = self.priority
obj['startEpochMicrosec'] = self.start_epoch_microsec
obj['lastEpochMicrosec'] = self.last_epoch_micro_sec
obj['sequence'] = self.sequence
obj['eventName'] = self.event_name
obj['internalHeaderFields'] = self.internal_header_fields
obj['nfcNamingCode'] = self.nfc_naming_code
obj['nfNamingCode'] = self.nf_naming_code
return json.dumps({
'event': {
'commonEventHeader': obj,
self.get_name(): self.get_obj()
}
}).encode()
def get_name():
assert False, 'abstract method get_name() is not implemented'
def get_obj():
assert False, 'abstract method get_obj() is not implemented'
class Field(object):
"""field datatype"""
def __init__(self, name, value):
self.name = name
self.value = value
def get_obj(self):
return {
'name': self.name,
'value': self.value
}
class NamedArrayOfFields(object):
"""namedArrayOfFields datatype"""
def __init__(self, name):
self.name = name
self.array_of_fields = []
def add(self, field):
self.array_of_fields.append(field.get_obj())
def get_obj(self):
return {
'name': self.name,
'arrayOfFields': self.array_of_fields
}
class VESDataType(object):
""" Base VES datatype """
def set_optional(self, obj, key, val):
if val is not None:
obj[key] = val
class DiskUsage(VESDataType):
"""diskUsage datatype"""
def __init__(self, identifier):
self.disk_identifier = identifier
self.disk_io_time_avg = None
self.disk_io_time_last = None
self.disk_io_time_max = None
self.disk_io_time_min = None
self.disk_merged_read_avg = None
self.disk_merged_read_last = None
self.disk_merged_read_max = None
self.disk_merged_read_min = None
self.disk_merged_write_avg = None
self.disk_merged_write_last = None
self.disk_merged_write_max = None
self.disk_merged_write_min = None
self.disk_octets_read_avg = None
self.disk_octets_read_last = None
self.disk_octets_read_max = None
self.disk_octets_read_min = None
self.disk_octets_write_avg = None
self.disk_octets_write_last = None
self.disk_octets_write_max = None
self.disk_octets_write_min = None
self.disk_ops_read_avg = None
self.disk_ops_read_last = None
self.disk_ops_read_max = None
self.disk_ops_read_min = None
self.disk_ops_write_avg = None
self.disk_ops_write_last = None
self.disk_ops_write_max = None
self.disk_ops_write_min = None
self.disk_pending_operations_avg = None
self.disk_pending_operations_last = None
self.disk_pending_operations_max = None
self.disk_pending_operations_min = None
self.disk_time_read_avg = None
self.disk_time_read_last = None
self.disk_time_read_max = None
self.disk_time_read_min = None
self.disk_time_write_avg = None
self.disk_time_write_last = None
self.disk_time_write_max = None
self.disk_time_write_min = None
def get_obj(self):
obj = {
# required
'diskIdentifier': self.disk_identifier
}
self.set_optional(obj, 'diskIoTimeAvg', self.disk_io_time_avg)
self.set_optional(obj, 'diskIoTimeLast', self.disk_io_time_last)
self.set_optional(obj, 'diskIoTimeMax', self.disk_io_time_max)
self.set_optional(obj, 'diskIoTimeMin', self.disk_io_time_min)
self.set_optional(obj, 'diskMergedReadAvg', self.disk_merged_read_avg)
self.set_optional(obj, 'diskMergedReadLast', self.disk_merged_read_last)
self.set_optional(obj, 'diskMergedReadMax', self.disk_merged_read_max)
self.set_optional(obj, 'diskMergedReadMin', self.disk_merged_read_min)
self.set_optional(obj, 'diskMergedWriteAvg', self.disk_merged_write_avg)
self.set_optional(obj, 'diskMergedWriteLast', self.disk_merged_write_last)
self.set_optional(obj, 'diskMergedWriteMax', self.disk_merged_write_max)
self.set_optional(obj, 'diskMergedWriteMin', self.disk_merged_write_min)
self.set_optional(obj, 'diskOctetsReadAvg', self.disk_octets_read_avg)
self.set_optional(obj, 'diskOctetsReadLast', self.disk_octets_read_last)
self.set_optional(obj, 'diskOctetsReadMax', self.disk_octets_read_max)
self.set_optional(obj, 'diskOctetsReadMin', self.disk_octets_read_min)
self.set_optional(obj, 'diskOctetsWriteAvg', self.disk_octets_write_avg)
self.set_optional(obj, 'diskOctetsWriteLast', self.disk_octets_write_last)
self.set_optional(obj, 'diskOctetsWriteMax', self.disk_octets_write_max)
self.set_optional(obj, 'diskOctetsWriteMin', self.disk_octets_write_min)
self.set_optional(obj, 'diskOpsReadAvg', self.disk_ops_read_avg)
self.set_optional(obj, 'diskOpsReadLast', self.disk_ops_read_last)
self.set_optional(obj, 'diskOpsReadMax', self.disk_ops_read_max)
self.set_optional(obj, 'diskOpsReadMin', self.disk_ops_read_min)
self.set_optional(obj, 'diskOpsWriteAvg', self.disk_ops_write_avg)
self.set_optional(obj, 'diskOpsWriteLast', self.disk_ops_write_last)
self.set_optional(obj, 'diskOpsWriteMax', self.disk_ops_write_max)
self.set_optional(obj, 'diskOpsWriteMin', self.disk_ops_write_min)
self.set_optional(obj, 'diskPendingOperationsAvg', self.disk_pending_operations_avg)
self.set_optional(obj, 'diskPendingOperationsLast', self.disk_pending_operations_last)
self.set_optional(obj, 'diskPendingOperationsMax', self.disk_pending_operations_max)
self.set_optional(obj, 'diskPendingOperationsMin', self.disk_pending_operations_min)
self.set_optional(obj, 'diskTimeReadAvg', self.disk_time_read_avg)
self.set_optional(obj, 'diskTimeReadLast', self.disk_time_read_last)
self.set_optional(obj, 'diskTimeReadMax', self.disk_time_read_max)
self.set_optional(obj, 'diskTimeReadMin', self.disk_time_read_min)
self.set_optional(obj, 'diskTimeWriteAvg', self.disk_time_write_avg)
self.set_optional(obj, 'diskTimeWriteLast', self.disk_time_write_last)
self.set_optional(obj, 'diskTimeWriteMax', self.disk_time_write_max)
self.set_optional(obj, 'diskTimeWriteMin', self.disk_time_write_min)
return obj
class VNicPerformance(VESDataType):
"""vNicPerformance datatype"""
def __init__(self, identifier):
self.received_broadcast_packets_accumulated = None
self.received_broadcast_packets_delta = None
self.received_discarded_packets_accumulated = None
self.received_discarded_packets_delta = None
self.received_error_packets_accumulated = None
self.received_error_packets_delta = None
self.received_multicast_packets_accumulated = None
self.received_multicast_packets_delta = None
self.received_octets_accumulated = None
self.received_octets_delta = None
self.received_total_packets_accumulated = None
self.received_total_packets_delta = None
self.received_unicast_packets_accumulated = None
self.received_unicast_packets_delta = None
self.transmitted_broadcast_packets_accumulated = None
self.transmitted_broadcast_packets_delta = None
self.transmitted_discarded_packets_accumulated = None
self.transmitted_discarded_packets_delta = None
self.transmitted_error_packets_accumulated = None
self.transmitted_error_packets_delta = None
self.transmitted_multicast_packets_accumulated = None
self.transmitted_multicast_packets_delta = None
self.transmitted_octets_accumulated = None
self.transmitted_octets_delta = None
self.transmitted_total_packets_accumulated = None
self.transmitted_total_packets_delta = None
self.transmitted_unicast_packets_accumulated = None
self.transmitted_unicast_packets_delta = None
self.values_are_suspect = 'true'
self.v_nic_identifier = identifier
def get_obj(self):
obj = {
# required
'valuesAreSuspect': self.values_are_suspect,
'vNicIdentifier': self.v_nic_identifier
}
# optional
self.set_optional(obj, 'receivedBroadcastPacketsAccumulated', self.received_broadcast_packets_accumulated)
self.set_optional(obj, 'receivedBroadcastPacketsDelta', self.received_broadcast_packets_delta)
self.set_optional(obj, 'receivedDiscardedPacketsAccumulated', self.received_discarded_packets_accumulated)
self.set_optional(obj, 'receivedDiscardedPacketsDelta', self.received_discarded_packets_delta)
self.set_optional(obj, 'receivedErrorPacketsAccumulated', self.received_error_packets_accumulated)
self.set_optional(obj, 'receivedErrorPacketsDelta', self.received_error_packets_delta)
self.set_optional(obj, 'receivedMulticastPacketsAccumulated', self.received_multicast_packets_accumulated)
self.set_optional(obj, 'receivedMulticastPacketsDelta', self.received_multicast_packets_delta)
self.set_optional(obj, 'receivedOctetsAccumulated', self.received_octets_accumulated)
self.set_optional(obj, 'receivedOctetsDelta', self.received_octets_delta)
self.set_optional(obj, 'receivedTotalPacketsAccumulated', self.received_total_packets_accumulated)
self.set_optional(obj, 'receivedTotalPacketsDelta', self.received_total_packets_delta)
self.set_optional(obj, 'receivedUnicastPacketsAccumulated', self.received_unicast_packets_accumulated)
self.set_optional(obj, 'receivedUnicastPacketsDelta', self.received_unicast_packets_delta)
self.set_optional(obj, 'transmittedBroadcastPacketsAccumulated', self.transmitted_broadcast_packets_accumulated)
self.set_optional(obj, 'transmittedBroadcastPacketsDelta', self.transmitted_broadcast_packets_delta)
self.set_optional(obj, 'transmittedDiscardedPacketsAccumulated', self.transmitted_discarded_packets_accumulated)
self.set_optional(obj, 'transmittedDiscardedPacketsDelta', self.transmitted_discarded_packets_delta)
self.set_optional(obj, 'transmittedErrorPacketsAccumulated', self.transmitted_error_packets_accumulated)
self.set_optional(obj, 'transmittedErrorPacketsDelta', self.transmitted_error_packets_delta)
self.set_optional(obj, 'transmittedMulticastPacketsAccumulated', self.transmitted_multicast_packets_accumulated)
self.set_optional(obj, 'transmittedMulticastPacketsDelta', self.transmitted_multicast_packets_delta)
self.set_optional(obj, 'transmittedOctetsAccumulated', self.transmitted_octets_accumulated)
self.set_optional(obj, 'transmittedOctetsDelta', self.transmitted_octets_delta)
self.set_optional(obj, 'transmittedTotalPacketsAccumulated', self.transmitted_total_packets_accumulated)
self.set_optional(obj, 'transmittedTotalPacketsDelta', self.transmitted_total_packets_delta)
self.set_optional(obj, 'transmittedUnicastPacketsAccumulated', self.transmitted_unicast_packets_accumulated)
self.set_optional(obj, 'transmittedUnicastPacketsDelta', self.transmitted_unicast_packets_delta)
return obj
class CpuUsage(VESDataType):
"""cpuUsage datatype"""
def __init__(self, identifier):
self.cpu_identifier = identifier
self.cpu_idle = None
self.cpu_usage_interrupt = None
self.cpu_usage_nice = None
self.cpu_usage_soft_irq = None
self.cpu_usage_steal = None
self.cpu_usage_system = None
self.cpu_usage_user = None
self.cpu_wait = None
self.percent_usage = 0
def get_obj(self):
obj = {
# required
'cpuIdentifier': self.cpu_identifier,
'percentUsage': self.percent_usage
}
# optional
self.set_optional(obj, 'cpuIdle', self.cpu_idle)
self.set_optional(obj, 'cpuUsageInterrupt', self.cpu_usage_interrupt)
self.set_optional(obj, 'cpuUsageNice', self.cpu_usage_nice)
self.set_optional(obj, 'cpuUsageSoftIrq', self.cpu_usage_soft_irq)
self.set_optional(obj, 'cpuUsageSteal', self.cpu_usage_steal)
self.set_optional(obj, 'cpuUsageSystem', self.cpu_usage_system)
self.set_optional(obj, 'cpuUsageUser', self.cpu_usage_user)
self.set_optional(obj, 'cpuWait', self.cpu_wait)
return obj
class MemoryUsage(VESDataType):
"""memoryUsage datatype"""
def __init__(self, identifier):
self.memory_buffered = None
self.memory_cached = None
self.memory_configured = None
self.memory_free = None
self.memory_slab_recl = None
self.memory_slab_unrecl = None
self.memory_used = None
self.vm_identifier = identifier
def __str__(self):
""" for debug purposes """
return 'vm_identifier : {vm_identifier}\nbuffered : {buffered}\n' \
'cached : {cached}\nconfigured : {configured}\nfree : {free}\n' \
'slab_recl : {slab_recl}\nslab_unrecl : {slab_unrecl}\n' \
'used : {used}\n'.format(buffered=self.memory_buffered,
cached=self.memory_cached, configured=self.memory_configured,
free=self.memory_free, slab_recl=self.memory_slab_recl,
slab_unrecl=self.memory_slab_unrecl, used=self.memory_used,
vm_identifier=self.vm_identifier)
def get_memory_free(self):
if self.memory_free is None:
# calculate the free memory
if None not in (self.memory_configured, self.memory_used):
return self.memory_configured - self.memory_used
else:
# required field, so return zero
return 0
else:
return self.memory_free
def get_memory_used(self):
if self.memory_used is None:
# calculate the memory used
if None not in (self.memory_configured, self.memory_free, self.memory_buffered,
self.memory_cached, self.memory_slab_recl, self.memory_slab_unrecl):
return self.memory_configured - (self.memory_free +
self.memory_buffered + self.memory_cached +
self.memory_slab_recl + self.memory_slab_unrecl)
else:
# required field, so return zero
return 0
else:
return self.memory_used
def get_memory_total(self):
if self.memory_configured is None:
# calculate the total memory
if None not in (self.memory_used, self.memory_free, self.memory_buffered,
self.memory_cached, self.memory_slab_recl, self.memory_slab_unrecl):
return (self.memory_used + self.memory_free +
self.memory_buffered + self.memory_cached +
self.memory_slab_recl + self.memory_slab_unrecl)
else:
return None
else:
return self.memory_configured
def get_obj(self):
obj = {
# required fields
'memoryFree': self.get_memory_free(),
'memoryUsed': self.get_memory_used(),
'vmIdentifier': self.vm_identifier
}
# optional fields
self.set_optional(obj, 'memoryBuffered', self.memory_buffered)
self.set_optional(obj, 'memoryCached', self.memory_cached)
self.set_optional(obj, 'memoryConfigured', self.memory_configured)
self.set_optional(obj, 'memorySlabRecl', self.memory_slab_recl)
self.set_optional(obj, 'memorySlabUnrecl', self.memory_slab_unrecl)
return obj
class MeasurementsForVfScaling(Event):
"""MeasurementsForVfScaling datatype"""
def __init__(self, event_id):
"""Construct the header"""
super(MeasurementsForVfScaling, self).__init__()
# common attributes
self.domain = "measurementsForVfScaling"
self.event_type = 'hostOS'
self.event_id = event_id
# measurement attributes
self.additional_measurements = []
self.codec_usage_array = []
self.concurrent_sessions = 0
self.configured_entities = 0
self.cpu_usage_array = []
self.feature_usage_array = []
self.filesystem_usage_array = []
self.latency_distribution = []
self.mean_request_latency = 0
self.measurement_interval = 0
self.number_of_media_ports_in_use = 0
self.request_rate = 0
self.vnfc_scaling_metric = 0
self.additional_fields = []
self.additional_objects = []
self.disk_usage_array = []
self.measurements_for_vf_scaling_version = 2.0
self.memory_usage_array = []
self.v_nic_performance_array = []
def add_additional_measurement(self, named_array):
self.additional_measurements.append(named_array.get_obj())
def add_additional_fields(self, field):
self.additional_fields.append(field.get_obj())
def add_memory_usage(self, mem_usage):
self.memory_usage_array.append(mem_usage.get_obj())
def add_cpu_usage(self, cpu_usage):
self.cpu_usage_array.append(cpu_usage.get_obj())
def add_v_nic_performance(self, nic_performance):
self.v_nic_performance_array.append(nic_performance.get_obj())
def add_disk_usage(self, disk_usage):
self.disk_usage_array.append(disk_usage.get_obj())
def get_obj(self):
"""Get the object of the datatype"""
obj = {}
obj['additionalMeasurements'] = self.additional_measurements
obj['codecUsageArray'] = self.codec_usage_array
obj['concurrentSessions'] = self.concurrent_sessions
obj['configuredEntities'] = self.configured_entities
obj['cpuUsageArray'] = self.cpu_usage_array
obj['featureUsageArray'] = self.feature_usage_array
obj['filesystemUsageArray'] = self.filesystem_usage_array
obj['latencyDistribution'] = self.latency_distribution
obj['meanRequestLatency'] = self.mean_request_latency
obj['measurementInterval'] = self.measurement_interval
obj['numberOfMediaPortsInUse'] = self.number_of_media_ports_in_use
obj['requestRate'] = self.request_rate
obj['vnfcScalingMetric'] = self.vnfc_scaling_metric
obj['additionalFields'] = self.additional_fields
obj['additionalObjects'] = self.additional_objects
obj['diskUsageArray'] = self.disk_usage_array
obj['measurementsForVfScalingVersion'] = self.measurements_for_vf_scaling_version
obj['memoryUsageArray'] = self.memory_usage_array
obj['vNicPerformanceArray'] = self.v_nic_performance_array
return obj
def get_name(self):
"""Name of datatype"""
return "measurementsForVfScalingFields"
class Fault(Event):
"""Fault datatype"""
def __init__(self, event_id):
"""Construct the header"""
super(Fault, self).__init__()
# common attributes
self.domain = "fault"
self.event_id = event_id
self.event_type = "Fault"
# fault attributes
self.fault_fields_version = 1.1
self.event_severity = 'NORMAL'
self.event_source_type = 'other(0)'
self.alarm_condition = ''
self.specific_problem = ''
self.vf_status = 'Active'
self.alarm_interface_a = ''
self.alarm_additional_information = []
self.event_category = ""
def get_name(self):
"""Name of datatype"""
return 'faultFields'
def get_obj(self):
"""Get the object of the datatype"""
obj = {}
obj['faultFieldsVersion'] = self.fault_fields_version
obj['eventSeverity'] = self.event_severity
obj['eventSourceType'] = self.event_source_type
obj['alarmCondition'] = self.alarm_condition
obj['specificProblem'] = self.specific_problem
obj['vfStatus'] = self.vf_status
obj['alarmInterfaceA'] = self.alarm_interface_a
obj['alarmAdditionalInformation'] = self.alarm_additional_information
obj['eventCategory'] = self.event_category
return obj
class VESApp(object):
"""VES Application"""
def __init__(self):
"""Application initialization"""
self.__plugin_data_cache = {
'cpu': {'interval': 0.0, 'vls': []},
'virt': {'interval': 0.0, 'vls': []},
'disk': {'interval': 0.0, 'vls': []},
'interface': {'interval': 0.0, 'vls': []},
'memory': {'interval': 0.0, 'vls': []}
}
self.__app_config = {
'Domain': '127.0.0.1',
'Port': 30000,
'Path': '',
'Username': '',
'Password': '',
'Topic': '',
'UseHttps': False,
'SendEventInterval': 20.0,
'FunctionalRole': 'Collectd VES Agent',
'ApiVersion': 5.1,
'KafkaPort': 9092,
'KafkaBroker': 'localhost'
}
self.__host_name = None
self.__ves_timer = None
self.__lock = Lock()
self.__event_id = 0
def get_event_id(self):
"""get event id"""
self.__event_id += 1
return str(self.__event_id)
def lock(self):
"""Lock the application"""
self.__lock.acquire()
def unlock(self):
"""Unlock the application"""
self.__lock.release()
def start_timer(self):
"""Start event timer"""
self.__ves_timer = Timer(self.__app_config['SendEventInterval'], self.__on_time)
self.__ves_timer.start()
def stop_timer(self):
"""Stop event timer"""
self.__ves_timer.cancel()
def __on_time(self):
"""Timer thread"""
self.event_timer()
self.start_timer()
def event_send(self, event):
"""Send event to VES"""
server_url = "http{}://{}:{}{}/eventListener/v{}{}".format(
's' if self.__app_config['UseHttps'] else '', self.__app_config['Domain'],
int(self.__app_config['Port']), '{}'.format(
'/{}'.format(self.__app_config['Path']) if (len(self.__app_config['Path']) > 0) else ''),
int(self.__app_config['ApiVersion']), '{}'.format(
'/{}'.format(self.__app_config['Topic']) if (len(self.__app_config['Topic']) > 0) else ''))
logging.info('Vendor Event Listener is at: {}'.format(server_url))
credentials = base64.b64encode('{}:{}'.format(
self.__app_config['Username'], self.__app_config['Password']).encode()).decode()
logging.info('Authentication credentials are: {}'.format(credentials))
try:
request = url.Request(server_url)
request.add_header('Authorization', 'Basic {}'.format(credentials))
request.add_header('Content-Type', 'application/json')
logging.debug("Sending {} to {}".format(event.get_json(), server_url))
vel = url.urlopen(request, event.get_json(), timeout=1)
logging.debug("Sent data to {} successfully".format(server_url))
except url.HTTPError as e:
logging.error('Vendor Event Listener exception: {}'.format(e))
except url.URLError as e:
logging.error('Vendor Event Listener is is not reachable: {}'.format(e))
except Exception as e:
logging.error('Vendor Event Listener error: {}'.format(e))
def bytes_to_kb(self, bytes):
"""Convert bytes to kibibytes"""
return round((bytes / 1024.0), 3)
def get_hostname(self):
return socket.gethostname()
def send_host_measurements(self):
# get list of all VMs
virt_vcpu_total = self.cache_get_value(plugin_name='virt', type_name='virt_cpu_total',
mark_as_read=False)
vm_names = [x['plugin_instance'] for x in virt_vcpu_total]
for vm_name in vm_names:
# make sure that 'virt' plugin cache is up-to-date
vm_values = self.cache_get_value(plugin_name='virt', plugin_instance=vm_name,
mark_as_read=False)
us_up_to_date = True
for vm_value in vm_values:
if vm_value['updated'] == False:
logging.warning("%s" % vm_value)
us_up_to_date = False
break
if not us_up_to_date:
# one of the cache value is not up-to-date, break
logging.warning("virt collectd cache values are not up-to-date for {}".format(vm_name))
continue
# values are up-to-date, create an event message
measurement = MeasurementsForVfScaling(self.get_event_id())
measurement.functional_role = self.__app_config['FunctionalRole']
# fill out reporting_entity
measurement.reporting_entity_id = self.get_hostname()
measurement.reporting_entity_name = measurement.reporting_entity_id
# set source as a host value
measurement.source_id = vm_name
measurement.source_name = measurement.source_id
# fill out EpochMicrosec (convert to us)
measurement.start_epoch_microsec = (virt_vcpu_total[0]['time'] * 1000000)
# plugin interval
measurement.measurement_interval = self.__plugin_data_cache['virt']['interval']
# memoryUsage
mem_usage = MemoryUsage(vm_name)
memory_total = self.cache_get_value(plugin_instance=vm_name, plugin_name='virt',
type_name='memory', type_instance='total')
memory_unused = self.cache_get_value(plugin_instance=vm_name, plugin_name='virt',
type_name='memory', type_instance='unused')
memory_rss = self.cache_get_value(plugin_instance=vm_name, plugin_name='virt',
type_name='memory', type_instance='rss')
if len(memory_total) > 0:
mem_usage.memory_configured = self.bytes_to_kb(memory_total[0]['values'][0])
if len(memory_unused) > 0:
mem_usage.memory_free = self.bytes_to_kb(memory_unused[0]['values'][0])
elif len(memory_rss) > 0:
mem_usage.memory_free = self.bytes_to_kb(memory_rss[0]['values'][0])
# since, "used" metric is not provided by virt plugn, set the rest of the memory stats
# to zero to calculate used based on provided stats only
mem_usage.memory_buffered = mem_usage.memory_cached = mem_usage.memory_slab_recl = \
mem_usage.memory_slab_unrecl = 0
measurement.add_memory_usage(mem_usage)
# cpuUsage
virt_vcpus = self.cache_get_value(plugin_instance=vm_name,
plugin_name='virt', type_name='virt_vcpu')
for virt_vcpu in virt_vcpus:
cpu_usage = CpuUsage(virt_vcpu['type_instance'])
cpu_usage.percent_usage = self.cpu_ns_to_percentage(virt_vcpu)
measurement.add_cpu_usage(cpu_usage)
# vNicPerformance
if_packets = self.cache_get_value(plugin_instance=vm_name, plugin_name='virt',
type_name='if_packets', mark_as_read=False)
if_names = [x['type_instance'] for x in if_packets]
for if_name in if_names:
if_packets = self.cache_get_value(plugin_instance=vm_name, plugin_name='virt',
type_name='if_packets', type_instance=if_name)
if_octets = self.cache_get_value(plugin_instance=vm_name, plugin_name='virt',
type_name='if_octets', type_instance=if_name)
if_errors = self.cache_get_value(plugin_instance=vm_name, plugin_name='virt',
type_name='if_errors', type_instance=if_name)
if_dropped = self.cache_get_value(plugin_instance=vm_name, plugin_name='virt',
type_name='if_dropped', type_instance=if_name)
v_nic_performance = VNicPerformance(if_name)
v_nic_performance.received_total_packets_accumulated = if_packets[0]['values'][0]
v_nic_performance.transmitted_total_packets_accumulated = if_packets[0]['values'][1]
v_nic_performance.received_octets_accumulated = if_octets[0]['values'][0]
v_nic_performance.transmitted_octets_accumulated = if_octets[0]['values'][1]
v_nic_performance.received_error_packets_accumulated = if_errors[0]['values'][0]
v_nic_performance.transmitted_error_packets_accumulated = if_errors[0]['values'][1]
v_nic_performance.received_discarded_packets_accumulated = if_dropped[0]['values'][0]
v_nic_performance.transmitted_discarded_packets_accumulated = if_dropped[0]['values'][1]
measurement.add_v_nic_performance(v_nic_performance)
# diskUsage
disk_octets = self.cache_get_value(plugin_instance=vm_name, plugin_name='virt',
type_name='disk_octets', mark_as_read=False)
disk_names = [x['type_instance'] for x in disk_octets]
for disk_name in disk_names:
disk_octets = self.cache_get_value(plugin_instance=vm_name, plugin_name='virt',
type_name='disk_octets', type_instance=disk_name)
disk_ops = self.cache_get_value(plugin_instance=vm_name, plugin_name='virt',
type_name='disk_ops', type_instance=disk_name)
disk_usage = DiskUsage(disk_name)
disk_usage.disk_octets_read_last = disk_octets[0]['values'][0]
disk_usage.disk_octets_write_last = disk_octets[0]['values'][1]
disk_usage.disk_ops_read_last = disk_ops[0]['values'][0]
disk_usage.disk_ops_write_last = disk_ops[0]['values'][1]
measurement.add_disk_usage(disk_usage)
# add additional measurements (perf)
perf_values = self.cache_get_value(plugin_instance=vm_name, plugin_name='virt',
type_name='perf')
named_array = NamedArrayOfFields('perf')
for perf in perf_values:
named_array.add(Field(perf['type_instance'], str(perf['values'][0])))
measurement.add_additional_measurement(named_array)
# add host values as additional measurements
self.set_additional_fields(measurement, exclude_plugins=['virt'])
# send event to the VES
self.event_send(measurement)
if len(vm_names) > 0:
# mark the additional measurements metrics as read
self.mark_cache_values_as_read(exclude_plugins=['virt'])
def event_timer(self):
"""Event timer thread"""
self.lock()
try:
self.send_host_measurements()
finally:
self.unlock()
def mark_cache_values_as_read(self, exclude_plugins=None):
"""mark the cache values as read"""
for plugin_name in self.__plugin_data_cache.keys():
if (exclude_plugins != None and plugin_name in exclude_plugins):
# skip excluded plugins
continue;
for val in self.__plugin_data_cache[plugin_name]['vls']:
val['updated'] = False
def set_additional_measurements(self, measurement, exclude_plugins=None):
"""Set addition measurement filed with host/guets values"""
# add host/guest values as additional measurements
for plugin_name in self.__plugin_data_cache.keys():
if (exclude_plugins != None and plugin_name in exclude_plugins):
# skip excluded plugins
continue;
for val in self.__plugin_data_cache[plugin_name]['vls']:
if val['updated']:
array_name = self.make_dash_string(plugin_name, val['plugin_instance'],
val['type_instance'])
named_array = NamedArrayOfFields(array_name)
for index in range(len(val['dsnames'])):
mname = '{}-{}'.format(val['type'], val['dsnames'][index])
named_array.add(Field(mname, str(val['values'][index])))
measurement.add_additional_measurement(named_array);
val['updated'] = False
def set_additional_fields(self, measurement, exclude_plugins=None):
# set host values as additional fields
for plugin_name in self.__plugin_data_cache.keys():
if (exclude_plugins != None and plugin_name in exclude_plugins):
# skip excluded plugins
continue;
for val in self.__plugin_data_cache[plugin_name]['vls']:
if val['updated']:
name_prefix = self.make_dash_string(plugin_name, val['plugin_instance'],
val['type_instance'])
for index in range(len(val['dsnames'])):
field_name = self.make_dash_string(name_prefix, val['type'], val['dsnames'][index])
measurement.add_additional_fields(Field(field_name, str(val['values'][index])))
def cpu_ns_to_percentage(self, vl):
"""Convert CPU usage ns to CPU %"""
total = vl['values'][0]
total_time = vl['time']
pre_total = vl['pre_values'][0]
pre_total_time = vl['pre_time']
if (total_time - pre_total_time) == 0:
# return zero usage if time diff is zero
return 0.0
percent = (100.0 * (total - pre_total)) / ((total_time - pre_total_time) * 1000000000.0)
logging.debug("pre_time={}, pre_value={}, time={}, value={}, cpu={}%".format(
pre_total_time, pre_total, total_time, total, round(percent, 2)))
return round(percent, 2)
def make_dash_string(self, *args):
"""Join non empty strings with dash symbol"""
return '-'.join(filter(lambda x: len(x) > 0, args))
def config(self, config):
"""VES option configuration"""
for key, value in config.items('config'):
if key in self.__app_config:
try:
if type(self.__app_config[key]) == int:
value = int(value)
elif type(self.__app_config[key]) == float:
value = float(value)
elif type(self.__app_config[key]) == bool:
value = bool(distutils.util.strtobool(value))
if isinstance(value, type(self.__app_config[key])):
self.__app_config[key] = value
else:
logging.error("Type mismatch with %s" % key)
sys.exit()
except ValueError:
logging.error("Incorrect value type for %s" % key)
sys.exit()
else:
logging.error("Incorrect key configuration %s" % key)
sys.exit()
def init(self):
"""Initialisation"""
# start the VES timer
self.start_timer()
def update_cache_value(self, kafka_data):
"""Update value internal collectd cache values or create new one
Please note, the cache should be locked before using this function"""
found = False
if kafka_data['plugin'] not in self.__plugin_data_cache:
self.__plugin_data_cache[kafka_data['plugin']] = {'vls': []}
plugin_vl = self.__plugin_data_cache[kafka_data['plugin']]['vls']
for index in range(len(plugin_vl)):
# record found, so just update time the values
if (plugin_vl[index]['plugin_instance'] == kafka_data['plugin_instance']) and \
(plugin_vl[index]['type_instance'] == kafka_data['type_instance']) and \
(plugin_vl[index]['type'] == kafka_data['type']):
plugin_vl[index]['pre_time'] = plugin_vl[index]['time']
plugin_vl[index]['time'] = kafka_data['time']
plugin_vl[index]['pre_values'] = plugin_vl[index]['values']
plugin_vl[index]['values'] = kafka_data['values']
plugin_vl[index]['dsnames'] = kafka_data['dsnames']
plugin_vl[index]['updated'] = True
found = True
break
if not found:
value = {}
# create new cache record
value['plugin_instance'] = kafka_data['plugin_instance']
value['type_instance'] = kafka_data['type_instance']
value['values'] = kafka_data['values']
value['pre_values'] = kafka_data['values']
value['type'] = kafka_data['type']
value['time'] = kafka_data['time']
value['pre_time'] = kafka_data['time']
value['host'] = kafka_data['host']
value['dsnames'] = kafka_data['dsnames']
value['updated'] = True
self.__plugin_data_cache[kafka_data['plugin']]['vls'].append(value)
# update plugin interval based on one received in the value
self.__plugin_data_cache[kafka_data['plugin']]['interval'] = kafka_data['interval']
def cache_get_value(self, plugin_name=None, plugin_instance=None,
type_name=None, type_instance=None, type_names=None, mark_as_read=True):
"""Get cache value by given criteria"""
ret_list = []
if plugin_name in self.__plugin_data_cache:
for val in self.__plugin_data_cache[plugin_name]['vls']:
if (type_name == None or type_name == val['type']) and \
(plugin_instance == None or plugin_instance == val['plugin_instance']) and \
(type_instance == None or type_instance == val['type_instance']) and \
(type_names == None or val['type'] in type_names):
if mark_as_read:
val['updated'] = False
ret_list.append(val)
return ret_list
def shutdown(self):
"""Shutdown method for clean up"""
self.stop_timer()
def run(self):
"""Consumer JSON data from kafka broker"""
kafka_server = '%s:%s' % (self.__app_config.get('KafkaBroker'), self.__app_config.get('KafkaPort'))
consumer = KafkaConsumer('collectd', bootstrap_servers=kafka_server, auto_offset_reset='latest',
enable_auto_commit=False,
value_deserializer=lambda m: json.loads(m.decode('ascii')))
for message in consumer:
for kafka_data in message.value:
self.lock()
try:
# Receive Kafka data and update cache values
self.update_cache_value(kafka_data)
finally:
self.unlock()
def main():
# Parsing cmdline options
parser = argparse.ArgumentParser()
parser.add_argument("--config", dest="configfile", default=None, help="Specify config file", metavar="FILE")
parser.add_argument("--loglevel", dest="level", choices=['DEBUG', 'INFO', 'WARNING', 'ERROR'], default='WARNING',
help="Specify log level (default: %(default)s)", metavar="LEVEL")
parser.add_argument("--logfile", dest="logfile", default='ves_plugin.log',
help="Specify log file (default: %(default)s)", metavar="FILE")
args = parser.parse_args()
# Create log file
logging.basicConfig(filename=args.logfile, format='%(asctime)s %(message)s', level=args.level)
# Create Application Instance
application_instance = VESApp()
# Read from config file
if args.configfile:
config = ConfigParser.ConfigParser()
config.optionxform = lambda option: option
config.read(args.configfile)
# Write Config Values
application_instance.config(config)
else:
logging.warning("No configfile specified, using default options")
# Start timer for interval
application_instance.init()
# Read Data from Kakfa
try:
# Kafka consumer & update cache
application_instance.run()
except KeyboardInterrupt:
logging.info(" - Ctrl-C handled, exiting gracefully")
application_instance.shutdown()
sys.exit()
except:
logging.error("Unknown Error")
if __name__ == '__main__':
main()
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