# For those usages not covered by the Apache License, Version 2.0 please
# contact: bdiaz@whitestack.com or glavado@whitestack.com
##
-import datetime
-import json
+from enum import Enum
import logging
+import time
from typing import List
+from ceilometerclient import client as ceilometer_client
+from ceilometerclient.exc import HTTPException
import gnocchiclient.exceptions
from gnocchiclient.v1 import client as gnocchi_client
-from keystoneauth1 import session
-from keystoneauth1.identity import v3
+from keystoneauth1.exceptions.catalog import EndpointNotFound
+from keystoneclient.v3 import client as keystone_client
+from neutronclient.v2_0 import client as neutron_client
from osm_mon.collector.metric import Metric
+from osm_mon.collector.utils.openstack import OpenstackUtils
from osm_mon.collector.vnf_collectors.base_vim import BaseVimCollector
from osm_mon.collector.vnf_metric import VnfMetric
-from osm_mon.core.auth import AuthManager
from osm_mon.core.common_db import CommonDbClient
from osm_mon.core.config import Config
+
log = logging.getLogger(__name__)
METRIC_MAPPINGS = {
"average_memory_utilization": "memory.usage",
- "disk_read_ops": "disk.read.requests",
- "disk_write_ops": "disk.write.requests",
- "disk_read_bytes": "disk.read.bytes",
- "disk_write_bytes": "disk.write.bytes",
- "packets_dropped": "interface.if_dropped",
- "packets_received": "interface.if_packets",
- "packets_sent": "interface.if_packets",
- "cpu_utilization": "cpu_util",
+ "disk_read_ops": "disk.read.requests.rate",
+ "disk_write_ops": "disk.write.requests.rate",
+ "disk_read_bytes": "disk.read.bytes.rate",
+ "disk_write_bytes": "disk.write.bytes.rate",
+ "packets_in_dropped": "network.outgoing.packets.drop",
+ "packets_out_dropped": "network.incoming.packets.drop",
+ "packets_received": "network.incoming.packets.rate",
+ "packets_sent": "network.outgoing.packets.rate",
+ "cpu_utilization": "cpu",
+}
+
+METRIC_MULTIPLIERS = {
+ "cpu": 0.0000001
}
+METRIC_AGGREGATORS = {
+ "cpu": "rate:mean"
+}
+
+INTERFACE_METRICS = ['packets_in_dropped', 'packets_out_dropped', 'packets_received', 'packets_sent']
+
+
+class MetricType(Enum):
+ INSTANCE = 'instance'
+ INTERFACE_ALL = 'interface_all'
+ INTERFACE_ONE = 'interface_one'
+
class OpenstackCollector(BaseVimCollector):
def __init__(self, config: Config, vim_account_id: str):
super().__init__(config, vim_account_id)
- self.conf = config
self.common_db = CommonDbClient(config)
- self.auth_manager = AuthManager(config)
- self.granularity = self._get_granularity(vim_account_id)
- self.gnocchi_client = self._build_gnocchi_client(vim_account_id)
+ vim_account = self.common_db.get_vim_account(vim_account_id)
+ self.backend = self._get_backend(vim_account)
+
+ def _build_keystone_client(self, vim_account: dict) -> keystone_client.Client:
+ sess = OpenstackUtils.get_session(vim_account)
+ return keystone_client.Client(session=sess)
- def _get_resource_uuid(self, nsr_id, vnf_member_index, vdur_name) -> str:
+ def _get_resource_uuid(self, nsr_id: str, vnf_member_index: str, vdur_name: str) -> str:
vdur = self.common_db.get_vdur(nsr_id, vnf_member_index, vdur_name)
return vdur['vim-id']
- def _build_gnocchi_client(self, vim_account_id: str) -> gnocchi_client.Client:
- creds = self.auth_manager.get_credentials(vim_account_id)
- verify_ssl = self.auth_manager.is_verify_ssl(vim_account_id)
- auth = v3.Password(auth_url=creds.url,
- username=creds.user,
- password=creds.password,
- project_name=creds.tenant_name,
- project_domain_id='default',
- user_domain_id='default')
- sess = session.Session(auth=auth, verify=verify_ssl)
- return gnocchi_client.Client(session=sess)
-
- def _get_granularity(self, vim_account_id: str):
- creds = self.auth_manager.get_credentials(vim_account_id)
- vim_config = json.loads(creds.config)
- if 'granularity' in vim_config:
- return int(vim_config['granularity'])
- else:
- return int(self.conf.get('openstack', 'default_granularity'))
-
def collect(self, vnfr: dict) -> List[Metric]:
nsr_id = vnfr['nsr-id-ref']
vnf_member_index = vnfr['member-vnf-index-ref']
vnfd = self.common_db.get_vnfd(vnfr['vnfd-id'])
+
+ # Populate extra tags for metrics
+ tags = {}
+ tags['ns_name'] = self.common_db.get_nsr(nsr_id)['name']
+ if vnfr['_admin']['projects_read']:
+ tags['project_id'] = vnfr['_admin']['projects_read'][0]
+ else:
+ tags['project_id'] = ''
+
metrics = []
for vdur in vnfr['vdur']:
# This avoids errors when vdur records have not been completely filled
if 'monitoring-param' in vdu:
for param in vdu['monitoring-param']:
metric_name = param['nfvi-metric']
- gnocchi_metric_name = METRIC_MAPPINGS[metric_name]
- delta = 10 * self.granularity
- start_date = datetime.datetime.now() - datetime.timedelta(seconds=delta)
- resource_id = self._get_resource_uuid(nsr_id, vnf_member_index, vdur['name'])
+ interface_name = param['interface-name-ref'] if 'interface-name-ref' in param else None
+ openstack_metric_name = METRIC_MAPPINGS[metric_name]
+ metric_type = self._get_metric_type(metric_name, interface_name)
try:
- measures = self.gnocchi_client.metric.get_measures(gnocchi_metric_name,
- start=start_date,
- resource_id=resource_id,
- granularity=self.granularity)
- if len(measures):
- metric = VnfMetric(nsr_id, vnf_member_index, vdur['name'], metric_name, measures[-1][2])
+ resource_id = self._get_resource_uuid(nsr_id, vnf_member_index, vdur['name'])
+ except ValueError:
+ log.warning(
+ "Could not find resource_uuid for vdur %s, vnf_member_index %s, nsr_id %s. "
+ "Was it recently deleted?",
+ vdur['name'], vnf_member_index, nsr_id)
+ continue
+ try:
+ log.info("Collecting metric type: %s and metric_name: %s and resource_id %s and "
+ "interface_name: %s", metric_type, metric_name, resource_id, interface_name)
+ value = self.backend.collect_metric(metric_type, openstack_metric_name, resource_id,
+ interface_name)
+ if value is not None:
+ log.info("value: %s", value)
+ if interface_name:
+ tags['interface'] = interface_name
+ metric = VnfMetric(nsr_id, vnf_member_index, vdur['name'], metric_name, value, tags)
metrics.append(metric)
- except gnocchiclient.exceptions.NotFound as e:
- log.debug("No metric found: %s", e)
- pass
+ else:
+ log.info("metric value is empty")
+ except Exception as e:
+ log.exception("Error collecting metric %s for vdu %s" % (metric_name, vdur['name']))
+ log.info("Error in metric collection: %s" % e)
return metrics
+
+ def _get_backend(self, vim_account: dict):
+ try:
+ ceilometer = CeilometerBackend(vim_account)
+ ceilometer.client.capabilities.get()
+ log.info("Using ceilometer backend to collect metric")
+ return ceilometer
+ except (HTTPException, EndpointNotFound):
+ gnocchi = GnocchiBackend(vim_account)
+ gnocchi.client.metric.list(limit=1)
+ log.info("Using gnocchi backend to collect metric")
+ return gnocchi
+
+ def _get_metric_type(self, metric_name: str, interface_name: str) -> MetricType:
+ if metric_name not in INTERFACE_METRICS:
+ return MetricType.INSTANCE
+ else:
+ if interface_name:
+ return MetricType.INTERFACE_ONE
+ return MetricType.INTERFACE_ALL
+
+
+class OpenstackBackend:
+ def collect_metric(self, metric_type: MetricType, metric_name: str, resource_id: str, interface_name: str):
+ pass
+
+
+class GnocchiBackend(OpenstackBackend):
+
+ def __init__(self, vim_account: dict):
+ self.client = self._build_gnocchi_client(vim_account)
+ self.neutron = self._build_neutron_client(vim_account)
+
+ def _build_gnocchi_client(self, vim_account: dict) -> gnocchi_client.Client:
+ sess = OpenstackUtils.get_session(vim_account)
+ return gnocchi_client.Client(session=sess)
+
+ def _build_neutron_client(self, vim_account: dict) -> neutron_client.Client:
+ sess = OpenstackUtils.get_session(vim_account)
+ return neutron_client.Client(session=sess)
+
+ def collect_metric(self, metric_type: MetricType, metric_name: str, resource_id: str, interface_name: str):
+ if metric_type == MetricType.INTERFACE_ONE:
+ return self._collect_interface_one_metric(metric_name, resource_id, interface_name)
+
+ if metric_type == MetricType.INTERFACE_ALL:
+ return self._collect_interface_all_metric(metric_name, resource_id)
+
+ elif metric_type == MetricType.INSTANCE:
+ return self._collect_instance_metric(metric_name, resource_id)
+
+ else:
+ raise Exception('Unknown metric type %s' % metric_type.value)
+
+ def _collect_interface_one_metric(self, metric_name, resource_id, interface_name):
+ ports = self.neutron.list_ports(name=interface_name, device_id=resource_id)
+ if not ports or not ports['ports']:
+ raise Exception(
+ 'Port not found for interface %s on instance %s' % (interface_name, resource_id))
+ port = ports['ports'][0]
+ port_uuid = port['id'][:11]
+ tap_name = 'tap' + port_uuid
+ interfaces = self.client.resource.search(resource_type='instance_network_interface',
+ query={'=': {'name': tap_name}})
+ measures = self.client.metric.get_measures(metric_name,
+ resource_id=interfaces[0]['id'],
+ limit=1)
+ return measures[-1][2] if measures else None
+
+ def _collect_interface_all_metric(self, openstack_metric_name, resource_id):
+ total_measure = None
+ interfaces = self.client.resource.search(resource_type='instance_network_interface',
+ query={'=': {'instance_id': resource_id}})
+ for interface in interfaces:
+ try:
+ measures = self.client.metric.get_measures(openstack_metric_name,
+ resource_id=interface['id'],
+ limit=1)
+ if measures:
+ if not total_measure:
+ total_measure = 0.0
+ total_measure += measures[-1][2]
+
+ except gnocchiclient.exceptions.NotFound as e:
+ log.debug("No metric %s found for interface %s: %s", openstack_metric_name,
+ interface['id'], e)
+ return total_measure
+
+ def _collect_instance_metric(self, openstack_metric_name, resource_id):
+ value = None
+ try:
+ aggregation = METRIC_AGGREGATORS.get(openstack_metric_name)
+
+ try:
+ measures = self.client.metric.get_measures(openstack_metric_name,
+ aggregation=aggregation,
+ start=time.time() - 1200,
+ resource_id=resource_id)
+ if measures:
+ value = measures[-1][2]
+ except gnocchiclient.exceptions.NotFound as e:
+ # CPU metric in previous Openstack versions do not support rate:mean aggregation method
+ if openstack_metric_name == "cpu":
+ log.debug("No metric %s found for instance %s: %s", openstack_metric_name, resource_id, e)
+ log.debug("Retrying to get metric %s for instance %s without aggregation",
+ openstack_metric_name, resource_id)
+ measures = self.client.metric.get_measures(openstack_metric_name,
+ resource_id=resource_id,
+ limit=1)
+ else:
+ raise e
+ # measures[-1] is the last measure
+ # measures[-2] is the previous measure
+ # measures[x][2] is the value of the metric
+ if measures and len(measures) >= 2:
+ value = measures[-1][2] - measures[-2][2]
+ if value:
+ # measures[-1][0] is the time of the reporting interval
+ # measures[-1][1] is the duration of the reporting interval
+ if aggregation:
+ # If this is an aggregate, we need to divide the total over the reported time period.
+ # Even if the aggregation method is not supported by Openstack, the code will execute it
+ # because aggregation is specified in METRIC_AGGREGATORS
+ value = value / measures[-1][1]
+ if openstack_metric_name in METRIC_MULTIPLIERS:
+ value = value * METRIC_MULTIPLIERS[openstack_metric_name]
+ except gnocchiclient.exceptions.NotFound as e:
+ log.debug("No metric %s found for instance %s: %s", openstack_metric_name, resource_id,
+ e)
+ return value
+
+
+class CeilometerBackend(OpenstackBackend):
+ def __init__(self, vim_account: dict):
+ self.client = self._build_ceilometer_client(vim_account)
+
+ def _build_ceilometer_client(self, vim_account: dict) -> ceilometer_client.Client:
+ sess = OpenstackUtils.get_session(vim_account)
+ return ceilometer_client.Client("2", session=sess)
+
+ def collect_metric(self, metric_type: MetricType, metric_name: str, resource_id: str, interface_name: str):
+ if metric_type != MetricType.INSTANCE:
+ raise NotImplementedError('Ceilometer backend only support instance metrics')
+ measures = self.client.samples.list(meter_name=metric_name, limit=1, q=[
+ {'field': 'resource_id', 'op': 'eq', 'value': resource_id}])
+ return measures[0].counter_volume if measures else None
projects / osm / MON.git / blobdiff