# For those usages not covered by the Apache License, Version 2.0 please
# contact: bdiaz@whitestack.com or glavado@whitestack.com
##
-import logging
from enum import Enum
+import logging
+import time
from typing import List
-import gnocchiclient.exceptions
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.exceptions.catalog import EndpointNotFound
from keystoneclient.v3 import client as keystone_client
from neutronclient.v2_0 import client as neutron_client
from osm_mon.core.common_db import CommonDbClient
from osm_mon.core.config import Config
+
log = logging.getLogger(__name__)
METRIC_MAPPINGS = {
"packets_out_dropped": "network.incoming.packets.drop",
"packets_received": "network.incoming.packets.rate",
"packets_sent": "network.outgoing.packets.rate",
- "cpu_utilization": "cpu_util",
+ "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']
# Populate extra tags for metrics
tags = {}
tags['ns_name'] = self.common_db.get_nsr(nsr_id)['name']
- tags['project_id'] = vnfr['_admin']['projects_read'][0]
+ if vnfr['_admin']['projects_read']:
+ tags['project_id'] = vnfr['_admin']['projects_read'][0]
+ else:
+ tags['project_id'] = ''
metrics = []
for vdur in vnfr['vdur']:
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 Exception:
+ 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:
+ 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:
def _collect_instance_metric(self, openstack_metric_name, resource_id):
value = None
try:
- measures = self.client.metric.get_measures(openstack_metric_name,
- resource_id=resource_id,
- limit=1)
- if measures:
- value = measures[-1][2]
+ 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)
projects / osm / MON.git / blobdiff