--- /dev/null
+# -*- coding: utf-8 -*-
+
+# #
+# Copyright 2016-2019 VMware Inc.
+# This file is part of ETSI OSM
+# All Rights Reserved.
+#
+# 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.
+#
+# For those usages not covered by the Apache License, Version 2.0 please
+# contact: osslegalrouting@vmware.com
+# #
+
+import logging
+import json
+import requests
+import traceback
+
+from osm_mon.collector.vnf_metric import VnfMetric
+from osm_mon.collector.vnf_collectors.vrops.metrics import METRIC_MAPPINGS
+import copy
+
+log = logging.getLogger(__name__)
+
+
+# If the unit from vROPS does not align with the expected value. multiply by the specified amount to ensure
+# the correct unit is returned.
+METRIC_MULTIPLIERS = {
+ "disk_read_bytes": 1024,
+ "disk_write_bytes": 1024,
+ "packets_received": 1024,
+ "packets_sent": 1024
+}
+
+
+class vROPS_Helper():
+
+ def __init__(self,
+ vrops_site='https://vrops',
+ vrops_user='',
+ vrops_password=''):
+ self.vrops_site = vrops_site
+ self.vrops_user = vrops_user
+ self.vrops_password = vrops_password
+
+ def get_vm_resource_list_from_vrops(self):
+ """ Find all known resource IDs in vROPs
+ """
+ api_url = '/suite-api/api/resources?resourceKind=VirtualMachine'
+ headers = {'Accept': 'application/json'}
+ resource_list = []
+
+ resp = requests.get(self.vrops_site + api_url,
+ auth=(self.vrops_user, self.vrops_password),
+ verify=False, headers=headers)
+
+ if resp.status_code != 200:
+ log.error("Failed to get resource list from vROPS: {} {}".format(resp.status_code,
+ resp.content))
+ return resource_list
+
+ try:
+ resp_data = json.loads(resp.content.decode('utf-8'))
+ if resp_data.get('resourceList') is not None:
+ resource_list = resp_data.get('resourceList')
+
+ except Exception as exp:
+ log.error("get_vm_resource_id: Error in parsing {}\n{}".format(exp, traceback.format_exc()))
+
+ return resource_list
+
+ def get_metrics(self,
+ vdu_mappings={},
+ monitoring_params={},
+ vnfr=None):
+
+ monitoring_keys = {}
+ # Collect the names of all the metrics we need to query
+ for metric_entry in monitoring_params:
+ metric_name = metric_entry['nfvi-metric']
+ if metric_name not in METRIC_MAPPINGS:
+ log.debug("Metric {} not supported, ignoring".format(metric_name))
+ continue
+ monitoring_keys[metric_name] = METRIC_MAPPINGS[metric_name]
+
+ metrics = []
+ # Make a query for only the stats we have been asked for
+ stats_key = ""
+ for stat in monitoring_keys.values():
+ stats_key += "&statKey={}".format(stat)
+
+ # And only ask for the resource ids that we are interested in
+ resource_ids = ""
+ sanitized_vdu_mappings = copy.deepcopy(vdu_mappings)
+ for key in vdu_mappings.keys():
+ vdu = vdu_mappings[key]
+ if 'vrops_id' not in vdu:
+ log.info("Could not find vROPS id for vdu {}".format(vdu))
+ del sanitized_vdu_mappings[key]
+ continue
+ resource_ids += "&resourceId={}".format(vdu['vrops_id'])
+ vdu_mappings = sanitized_vdu_mappings
+
+ try:
+
+ # Now we can make a single call to vROPS to collect all relevant metrics for resources we need to monitor
+ api_url = "/suite-api/api/resources/stats?IntervalType=MINUTES&IntervalCount=1"\
+ "&rollUpType=MAX¤tOnly=true{}{}".format(stats_key, resource_ids)
+ headers = {'Accept': 'application/json'}
+
+ resp = requests.get(self.vrops_site + api_url,
+ auth=(self.vrops_user, self.vrops_password), verify=False, headers=headers)
+
+ if resp.status_code != 200:
+ log.error("Failed to get Metrics data from vROPS for {} {}".format(resp.status_code,
+ resp.content))
+ return metrics
+
+ m_data = json.loads(resp.content.decode('utf-8'))
+ if 'values' not in m_data:
+ return metrics
+
+ statistics = m_data['values']
+ for vdu_stat in statistics:
+ vrops_id = vdu_stat['resourceId']
+ vdu_name = None
+ for vdu in vdu_mappings.values():
+ if vdu['vrops_id'] == vrops_id:
+ vdu_name = vdu['name']
+ if vdu_name is None:
+ continue
+ for item in vdu_stat['stat-list']['stat']:
+ reported_metric = item['statKey']['key']
+ if reported_metric not in METRIC_MAPPINGS.values():
+ continue
+
+ # Convert the vROPS metric name back to OSM key
+ metric_name = list(METRIC_MAPPINGS.keys())[list(METRIC_MAPPINGS.values()).
+ index(reported_metric)]
+ if metric_name in monitoring_keys.keys():
+ metric_value = item['data'][-1]
+ if metric_name in METRIC_MULTIPLIERS:
+ metric_value *= METRIC_MULTIPLIERS[metric_name]
+ metric = VnfMetric(vnfr['nsr-id-ref'],
+ vnfr['member-vnf-index-ref'],
+ vdu_name,
+ metric_name,
+ metric_value)
+
+ metrics.append(metric)
+
+ except Exception as exp:
+ log.error("Exception while parsing metrics data from vROPS {}\n{}".format(exp, traceback.format_exc()))
+
+ return metrics