def translate(self, plan):
"""Translate the plan to a format the solver can use"""
# Update the translation field and set status to TRANSLATED.
try:
LOG.info(_LI("Requesting plan {} translation").format(plan.id))
template_version = plan.template.get("homing_template_version")
if template_version in VERSIONS['BASE']:
trns = Translator(self.conf, plan.name, plan.id, plan.template)
elif template_version in VERSIONS['GENERIC']:
trns = GenericObjectiveTranslator(self.conf, plan.name,
plan.id, plan.template,
self.opt_schema)
else:
raise TranslatorException(
"conductor_template_version must be one "
"of: {}".format(', '.join(
[x for v in VERSIONS.values() for x in v])))
trns.translate()
if trns.ok:
plan.translation = trns.translation
plan.status = self.Plan.TRANSLATED
LOG.info(
_LI("Plan {} translated. Ready for solving").format(
plan.id))
LOG.info(_LI("Plan name: {}").format(plan.name))
else:
plan.message = trns.error_message
plan.status = self.Plan.ERROR
LOG.error(
_LE("Plan {} translation error encountered").format(
plan.id))
except Exception as ex:
template = "An exception of type {0} occurred, arguments:\n{1!r}"
plan.message = template.format(type(ex).__name__, ex.args)
plan.status = self.Plan.ERROR
_is_success = 'FAILURE'
while 'FAILURE' in _is_success and (self.current_time_seconds() - self.millisec_to_sec(plan.updated)) \
<= self.conf.messaging_server.timeout:
_is_success = plan.update(
condition=self.translation_owner_condition)
LOG.info(
_LI("Changing the template status from translating to {}, "
"atomic update response from MUSIC {}").format(
plan.status, _is_success))
def solve(self, _decision_path, _candidate_list, _request):
conflict_list = list()
demand_name = _decision_path.current_demand.name
LOG.info(
_LI("Solving constraint {} of type '{}' for demand - [{}]").format(
self.name, self.constraint_type, demand_name))
for candidate in _candidate_list:
for prop in self.properties_list:
attribute = prop.get('attribute')
threshold = prop.get('threshold')
operation = OPERATIONS.get(prop.get('operator'))
attribute_value = candidate.get(attribute)
if not attribute_value or not operation(
attribute_value, threshold):
conflict_list.append(candidate)
break
filtered_candidates = [
c for c in _candidate_list if c not in conflict_list
]
return filtered_candidates
def __init__(self):
"""Initializer."""
global MUSIC_API
# set the urllib log level to ERROR
logging.getLogger('urllib3').setLevel(logging.ERROR)
LOG.info(_LI("Initializing Music API"))
server_url = CONF.music_api.server_url.rstrip('/')
if not server_url:
# host/port/path are deprecated and should not be used anymore.
# Defaults removed from oslo_config to give more incentive.
# No more round robin either. Just take the first entry.
host = next(iter(CONF.music_api.hostnames or []), 'controller')
port = CONF.music_api.port or 8080
path = CONF.music_api.path or '/MUSIC/rest'
version = CONF.version
server_url = 'http://{}:{}/{}'.format(host, port, version,
path.rstrip('/').lstrip('/'))
kwargs = {
'server_url': server_url,
'log_debug': CONF.music_api.debug,
'connect_timeout': CONF.music_api.connect_timeout,
'read_timeout': CONF.music_api.read_timeout,
}
self.rest = rest.REST(**kwargs)
if (CONF.music_api.music_new_version):
MUSIC_version = CONF.music_api.music_version.split(".")
self.rest.session.headers['content-type'] = 'application/json'
self.rest.session.headers['X-minorVersion'] = MUSIC_version[1]
self.rest.session.headers['X-patchVersion'] = MUSIC_version[2]
self.rest.session.headers['ns'] = CONF.music_api.aafns
self.rest.session.headers['userId'] = CONF.music_api.aafuser
self.rest.session.headers['password'] = CONF.music_api.aafpass
self.rest.session.headers[
'Authorization'] = basic_auth_util.encode(
CONF.music_api.aafuser, CONF.music_api.aafpass)
self.lock_ids = {}
# TODO(jdandrea): Allow override at creation time.
self.lock_timeout = CONF.music_api.lock_timeout
self.replication_factor = CONF.music_api.replication_factor
self.music_topology = CONF.music_api.music_topology
# TODO(larry) make the code more generic
self.first_datacenter_name = CONF.music_api.first_datacenter_name
self.first_datacenter_replicas = CONF.music_api.first_datacenter_replicas
self.second_datacenter_name = CONF.music_api.second_datacenter_name
self.second_datacenter_replicas = CONF.music_api.second_datacenter_replicas
self.third_datacenter_name = CONF.music_api.third_datacenter_name
self.third_datacenter_replicas = CONF.music_api.third_datacenter_replicas
MUSIC_API = self
def get_candidates_with_vim_capacity(self, ctx, arg):
'''
RPC for getting candidates with vim capacity
:param ctx: context
:param arg: contains input passed from client side for RPC call
:return: response candidate_list with with required vim capacity
'''
error = False
candidate_list = arg["candidate_list"]
vim_request = arg["request"]
vim_list = set()
discard_set = set()
for candidate in candidate_list:
if candidate["inventory_type"] == "cloud":
vim_list.add(candidate['vim-id'])
vim_request['VIMs'] = list(vim_list)
vims_result = self.vc_ext_manager.map_method('check_vim_capacity',
vim_request)
if vims_result and len(vims_result) > 0 and vims_result[0] is not None:
vims_set = set(vims_result[0])
for candidate in candidate_list:
# perform this check only for cloud candidates
if candidate["inventory_type"] == "cloud":
if candidate['vim-id'] not in vims_set:
discard_set.add(candidate.get("candidate_id"))
# return candidates not in discard set
candidate_list[:] = [
c for c in candidate_list
if c['candidate_id'] not in discard_set
]
else:
error = True
LOG.warn(
_LI("Multicloud did not respond properly to request: {}".
format(vim_request)))
LOG.info(
_LI("Candidates with with vim capacity: {}, vim controller: "
"{}").format(candidate_list,
self.vc_ext_manager.names()[0]))
return {'response': candidate_list, 'error': error}
def __init__(self):
"""Initializer."""
LOG.info(_LI("Initializing Music Mock API"))
global MUSIC_API
self.music['keyspaces'] = {}
MUSIC_API = self
def get_item(cls, payload, key):
try:
if key is None:
features = payload
else:
features = (payload[key])
for f in features:
yield cls(f)
except KeyError:
LOG.info(_LI("invalid JSON "))
def translate(self, plan):
"""Translate the plan to a format the solver can use"""
# Update the translation field and set status to TRANSLATED.
try:
LOG.info(_LI("Requesting plan {} translation").format(plan.id))
trns = translator.Translator(self.conf, plan.name, plan.id,
plan.template)
trns.translate()
if trns.ok:
plan.translation = trns.translation
plan.status = self.Plan.TRANSLATED
LOG.info(
_LI("Plan {} translated. Ready for solving").format(
plan.id))
LOG.info(_LI("Plan name: {}").format(plan.name))
else:
plan.message = trns.error_message
plan.status = self.Plan.ERROR
LOG.error(
_LE("Plan {} translation error encountered").format(
plan.id))
except Exception as ex:
template = "An exception of type {0} occurred, arguments:\n{1!r}"
plan.message = template.format(type(ex).__name__, ex.args)
plan.status = self.Plan.ERROR
_is_success = 'FAILURE'
while 'FAILURE' in _is_success and (
self.current_time_seconds() - self.millisec_to_sec(
plan.updated)) <= self.conf.messaging_server.timeout:
_is_success = plan.update(
condition=self.translation_owner_condition)
LOG.info(
_LI("Changing the template status from translating to {}, "
"atomic update response from MUSIC {}").format(
plan.status, _is_success))
def _get_req_attribute(self, req_attr):
try:
c_op = req_attr['operator']
c_value = req_attr['hpa-attribute-value']
c_unit = None
if 'unit' in req_attr:
c_unit = req_attr['unit']
except KeyError:
LOG.info(_LI("invalid JSON "))
return None
if c_unit:
c_value = self._get_normalized_value(c_unit, c_value)
return c_value, c_op
def plan_delete(self, plan):
ctx = {}
method = 'plans_delete'
plan_name = plan.get('name')
plan_id = plan.get('id')
LOG.debug('Plan {} (name "{}") deletion requested.'.format(
plan_id, plan_name))
args = {'plan_id': plan_id}
client = pecan.request.controller
client.call(ctx, method, args)
LOG.info(
_LI('Plan {} (name "{}") deleted.').format(plan_id, plan_name))
def cast(self, ctxt, method, args):
"""Asynchronous Call"""
rpc = self.RPC(action=self.RPC.CAST,
ctxt=ctxt,
method=method,
args=args)
assert (rpc.enqueued)
rpc_id = rpc.id
topic = self.target.topic
LOG.info(_LI("Message {} on topic {} enqueued").format(rpc_id, topic))
if self.conf.messaging_server.debug:
LOG.debug("Casting method {} with args {}".format(method, args))
return rpc_id
def get_inventory_group_candidates(self, ctx, arg):
candidate_list = arg["candidate_list"]
resolved_candidate = arg["resolved_candidate"]
candidate_names = []
error = False
service_description = 'DHV_VVIG_PAIR'
results = self.ip_ext_manager.map_method(
'get_inventory_group_pairs',
service_description=service_description)
if not results or len(results) < 1:
LOG.error(
_LE("Empty inventory group response for service: {}").format(
service_description))
error = True
else:
pairs = results[0]
if not pairs or len(pairs) < 1:
LOG.error(
_LE("No inventory group candidates found for service: {}, "
"inventory provider: {}").format(
service_description,
self.ip_ext_manager.names()[0]))
error = True
else:
LOG.debug("Inventory group pairs: {}, service: {}, "
"inventory provider: {}".format(
pairs, service_description,
self.ip_ext_manager.names()[0]))
for pair in pairs:
if resolved_candidate.get("candidate_id") == pair[0]:
candidate_names.append(pair[1])
elif resolved_candidate.get("candidate_id") == pair[1]:
candidate_names.append(pair[0])
candidate_list = [
c for c in candidate_list if c["candidate_id"] in candidate_names
]
LOG.info(
_LI("Inventory group candidates: {}, service: {}, "
"inventory provider: {}").format(
candidate_list, service_description,
self.ip_ext_manager.names()[0]))
return {'response': candidate_list, 'error': error}
def solve(self, _decision_path, _candidate_list, _request):
'''
Solver for Multicloud vim_fit constraint type.
:param _decision_path: decision tree
:param _candidate_list: List of candidates
:param _request: solver request
:return: candidate_list with selected vim_list
'''
# call conductor engine with request parameters
cei = _request.cei
demand_name = _decision_path.current_demand.name
vim_request = self.properties.get('request')
LOG.info(
_LI("Solving constraint type '{}' for demand - [{}]").format(
self.constraint_type, demand_name))
response = (cei.get_candidates_with_vim_capacity(
_candidate_list, vim_request))
if response:
_candidate_list = response
return _candidate_list
def get_candidate_zone(self, ctx, arg):
candidate = arg["candidate"]
category = arg["category"]
zone = None
error = False
if category == 'region':
zone = candidate['location_id']
elif category == 'complex':
zone = candidate['complex_name']
elif category == 'country':
zone = candidate['country']
else:
error = True
if error:
LOG.error(_LE("Unresolvable zone category {}").format(category))
else:
LOG.info(_LI("Candidate zone is {}").format(zone))
return {'response': zone, 'error': error}
def plan_create(self, args):
ctx = {}
method = 'plan_create'
# TODO(jdandrea): Enhance notario errors to use similar syntax
# valid_keys = ['files', 'id', 'limit', 'name',
# 'template', 'template_url', 'timeout']
# if not set(args.keys()).issubset(valid_keys):
# invalid = [name for name in args if name not in valid_keys]
# invalid_str = ', '.join(invalid)
# error('/errors/invalid',
# _('Invalid keys found: {}').format(invalid_str))
# required_keys = ['template']
# if not set(required_keys).issubset(args):
# required = [name for name in required_keys if name not in args]
# required_str = ', '.join(required)
# error('/errors/invalid',
# _('Missing required keys: {}').format(required_str))
LOG.debug('Plan creation requested (name "{}").'.format(
args.get('name')))
client = pecan.request.controller
transaction_id = pecan.request.headers.get('transaction-id')
if transaction_id:
args['template']['transaction-id'] = transaction_id
result = client.call(ctx, method, args)
plan = result and result.get('plan')
if plan:
plan_name = plan.get('name')
plan_id = plan.get('id')
plan['links'] = [self.plan_link(plan_id)]
LOG.info(
_LI('Plan {} (name "{}") created.').format(plan_id, plan_name))
return plan
def solve(self, _decision_path, _candidate_list, _request):
'''
Solver for HPA constraint type.
:param _decision_path: decision tree
:param _candidate_list: List of candidates
:param _request: solver request
:return: candidate_list with hpa features and flavor label mapping
'''
# call conductor engine with request parameters
cei = _request.cei
demand_name = _decision_path.current_demand.name
LOG.info(_LI("Solving constraint type '{}' for demand - [{}]").format(
self.constraint_type, demand_name))
vm_label_list = self.properties.get('evaluate')
for vm_demand in vm_label_list:
id = vm_demand['id']
type = vm_demand['type']
directives = vm_demand['directives']
flavorProperties = vm_demand['flavorProperties']
response = (cei.get_candidates_with_hpa(id,
type,
directives,
_candidate_list,
flavorProperties))
_candidate_list = response
if not response:
LOG.error(_LE("No matching candidates for HPA exists").format(
id))
# Metrics to Prometheus
PC.HPA_CLOUD_REGION_UNSUCCESSFUL.labels('ONAP', 'N/A',
'ALL').inc()
break
# No need to continue.
return _candidate_list
def initialize(self):
LOG.info(_LI("**** Initializing Multicloud Vim controller *****"))
self._init_rest_request()
def get_candidates_with_hpa(self, ctx, arg):
'''
RPC for getting candidates flavor mapping for matching hpa
:param ctx: context
:param arg: contains input passed from client side for RPC call
:return: response candidate_list with matching label to flavor mapping
'''
error = False
candidate_list = arg["candidate_list"]
id = arg["id"]
type = arg["type"]
directives = arg["directives"]
attr = directives[0].get("attributes")
label_name = attr[0].get("attribute_name")
flavorProperties = arg["flavorProperties"]
discard_set = set()
for i in range(len(candidate_list)):
# perform this check only for cloud candidates
if candidate_list[i]["inventory_type"] != "cloud":
continue
# Check if flavor mapping for current label_name already
# exists. This is an invalid condition.
if candidate_list[i].get(
"directives") and attr[0].get("attribute_value") != "":
LOG.error(
_LE("Flavor mapping for label name {} already"
"exists").format(label_name))
continue
# RPC call to inventory provider for matching hpa capabilities
results = self.ip_ext_manager.map_method(
'match_hpa',
candidate=candidate_list[i],
features=flavorProperties)
flavor_name = None
if results and len(results) > 0 and results[0] is not None:
LOG.debug("Find results {} and results length {}".format(
results, len(results)))
flavor_info = results[0].get("flavor_map")
req_directives = results[0].get("directives")
LOG.debug("Get directives {}".format(req_directives))
else:
flavor_info = None
LOG.info(
_LW("No flavor mapping returned by "
"inventory provider: {} for candidate: {}").format(
self.ip_ext_manager.names()[0],
candidate_list[i].get("candidate_id")))
# Metrics to Prometheus
m_vim_id = candidate_list[i].get("vim-id")
if not flavor_info:
discard_set.add(candidate_list[i].get("candidate_id"))
PC.HPA_CLOUD_REGION_UNSUCCESSFUL.labels(
'ONAP', 'N/A', m_vim_id).inc()
else:
if not flavor_info.get("flavor-name"):
discard_set.add(candidate_list[i].get("candidate_id"))
PC.HPA_CLOUD_REGION_UNSUCCESSFUL.labels(
'ONAP', 'N/A', m_vim_id).inc()
else:
if not candidate_list[i].get("flavor_map"):
candidate_list[i]["flavor_map"] = {}
# Create flavor mapping for label_name to flavor
flavor_name = flavor_info.get("flavor-name")
flavor_id = flavor_info.get("flavor-id")
candidate_list[i]["flavor_map"][label_name] = flavor_name
candidate_list[i]["flavor_map"]["flavorId"] = flavor_id
# Create directives if not exist already
if not candidate_list[i].get("all_directives"):
candidate_list[i]["all_directives"] = {}
candidate_list[i]["all_directives"]["directives"] = []
# Create flavor mapping and merge directives
self.merge_directives(candidate_list, i, id, type,
directives, req_directives)
if not candidate_list[i].get("hpa_score"):
candidate_list[i]["hpa_score"] = 0
candidate_list[i]["hpa_score"] += flavor_info.get("score")
# Metrics to Prometheus
PC.HPA_CLOUD_REGION_SUCCESSFUL.labels(
'ONAP', 'N/A', m_vim_id).inc()
# return candidates not in discard set
candidate_list[:] = [
c for c in candidate_list if c['candidate_id'] not in discard_set
]
LOG.info(
_LI("Candidates with matching hpa capabilities: {}, "
"inventory provider: {}").format(
candidate_list,
self.ip_ext_manager.names()[0]))
return {'response': candidate_list, 'error': error}
def run(self):
"""Run"""
LOG.debug("{}".format(self.__class__.__name__))
# TODO(snarayanan): This is really meant to be a control loop
# As long as self.running is true, we process another request.
while self.running:
# Delay time (Seconds) for MUSIC requests.
time.sleep(self.conf.delay_time)
# plans = Plan.query().all()
# Find the first plan with a status of TRANSLATED.
# Change its status to SOLVING.
# Then, read the "translated" field as "template".
json_template = None
p = None
requests_to_solve = dict()
regions_maps = dict()
country_groups = list()
# Instead of using the query.all() method, now creating an index for 'status'
# field in conductor.plans table, and query plans by status columns
translated_plans = self.Plan.query.get_plan_by_col("status", self.Plan.TRANSLATED)
solving_plans = self.Plan.query.get_plan_by_col("status", self.Plan.SOLVING)
# combine the plans with status = 'translated' and 'solving' together
plans = translated_plans + solving_plans
found_translated_template = False
for p in plans:
if p.status == self.Plan.TRANSLATED:
json_template = p.translation
found_translated_template = True
break
elif p.status == self.Plan.SOLVING and (self.current_time_seconds()
- self.millisec_to_sec(p.updated)) > self.conf.solver.timeout:
p.status = self.Plan.TRANSLATED
p.update(condition=self.solving_status_condition)
break
if not json_template:
if found_translated_template:
message = _LE("Plan {} status is translated, yet "
"the translation wasn't found").format(p.id)
LOG.error(message)
p.status = self.Plan.ERROR
p.message = message
p.update(condition=self.translated_status_condition)
continue
if found_translated_template and p and p.solver_counter >= self.conf.solver.max_solver_counter:
message = _LE("Tried {} times. Plan {} is unable to solve").format(self.conf.solver.max_solver_counter,
p.id)
LOG.error(message)
p.status = self.Plan.ERROR
p.message = message
p.update(condition=self.translated_status_condition)
continue
log_util.setLoggerFilter(LOG, self.conf.keyspace, p.id)
p.status = self.Plan.SOLVING
p.solver_counter += 1
p.solver_owner = socket.gethostname()
_is_updated = p.update(condition=self.translated_status_condition)
if not _is_updated:
continue
# other VMs have updated the status and start solving the plan
if 'FAILURE' in _is_updated:
continue
LOG.info(_LI("Sovling starts, changing the template status from translated to solving, "
"atomic update response from MUSIC {}").format(_is_updated))
LOG.info(_LI("Plan {} with request id {} is solving by machine {}. Tried to solve it for {} times.").
format(p.id, p.name, p.solver_owner, p.solver_counter))
_is_success = "FAILURE"
request = parser.Parser()
request.cei = self.cei
request.request_id = p.name
request.plan_id = p.id
# getting the number of solutions need to provide
num_solution = getattr(p, 'recommend_max', '1')
if num_solution.isdigit():
num_solution = int(num_solution)
# TODO(inam/larry): move this part of logic inside of parser and don't apply it to distance_between
try:
# getting region placeholders from database and insert/put into regions_maps dictionary
region_placeholders = self.RegionPlaceholders.query.all()
for region in region_placeholders:
regions_maps.update(region.countries)
# getting country groups from database and insert into the country_groups list
customer_loc = ''
location_list = json_template["conductor_solver"]["locations"]
for location_id, location_info in location_list.items():
customer_loc = location_info['country']
countries = self.CountryLatency.query.get_plan_by_col("country_name", customer_loc)
LOG.info("Customer Location for Latency Reduction " + customer_loc)
if len(countries) == 0:
LOG.info("country is not present is country latency table, looking for * wildcard entry")
countries = self.CountryLatency.query.get_plan_by_col("country_name", "*")
if len(countries) != 0:
LOG.info("Found '*' wild card entry in country latency table")
else:
msg = "No '*' wild card entry found in country latency table. No solution will be provided"
LOG.info(msg)
p.message = msg
for country in countries:
country_groups = country.groups
LOG.info("Done getting Latency Country DB Groups ")
except Exception as error_msg:
LOG.error("Exception thrown while reading region_placeholders and country groups information "
"from database. Exception message: {}".format(error_msg))
try:
request.parse_template(json_template, country_groups, regions_maps)
request.assgin_constraints_to_demands()
requests_to_solve[p.id] = request
opt = optimizer.Optimizer(self.conf, _requests=requests_to_solve)
solution_list = opt.get_solution(num_solution)
except Exception as err:
message = _LE("Plan {} status encountered a "
"parsing error: {}").format(p.id, err)
LOG.error(traceback.print_exc())
p.status = self.Plan.ERROR
p.message = message
while 'FAILURE' in _is_success:
_is_success = p.update(condition=self.solver_owner_condition)
LOG.info(_LI("Encountered a parsing error, changing the template status from solving to error, "
"atomic update response from MUSIC {}").format(_is_success))
continue
LOG.info("Preparing the recommendations ")
# checking if the order is 'initial' or 'speed changed' one
is_speed_change = False
if request and request.request_type == 'speed changed':
is_speed_change = True
recommendations = []
if not solution_list or len(solution_list) < 1:
# when order takes too much time to solve
if (int(round(time.time())) - self.millisec_to_sec(p.updated)) > self.conf.solver.solver_timeout:
message = _LI("Plan {} is timed out, exceed the expected "
"time {} seconds").format(p.id, self.conf.solver.timeout)
# when no solution found
else:
message = _LI("Plan {} search failed, no "
"recommendations found by machine {}").format(p.id, p.solver_owner)
LOG.info(message)
# Update the plan status
p.status = self.Plan.NOT_FOUND
p.message = message
# Metrics to Prometheus
m_svc_name = p.template.get('parameters', {}).get('service_name', 'N/A')
PC.VNF_FAILURE.labels('ONAP', m_svc_name).inc()
while 'FAILURE' in _is_success:
_is_success = p.update(condition=self.solver_owner_condition)
LOG.info(_LI("Plan serach failed, changing the template status from solving to not found, "
"atomic update response from MUSIC {}").format(_is_success))
else:
# Assemble recommendation result JSON
for solution in solution_list:
current_rec = dict()
for demand_name in solution:
resource = solution[demand_name]
if not is_speed_change:
is_rehome = "false"
else:
is_rehome = "false" if resource.get("existing_placement") == 'true' else "true"
location_id = "" if resource.get("cloud_region_version") == '2.5' \
else resource.get("location_id")
rec = {
# FIXME(shankar) A&AI must not be hardcoded here.
# Also, account for more than one Inventory Provider.
"inventory_provider": "aai",
"service_resource_id":
resource.get("service_resource_id"),
"candidate": {
"candidate_id": resource.get("candidate_id"),
"inventory_type": resource.get("inventory_type"),
"cloud_owner": resource.get("cloud_owner"),
"location_type": resource.get("location_type"),
"location_id": location_id,
"is_rehome": is_rehome},
"attributes": {
"physical-location-id":
resource.get("physical_location_id"),
"cloud_owner": resource.get("cloud_owner"),
'aic_version': resource.get("cloud_region_version")},
}
if rec["candidate"]["inventory_type"] in ["nssi", "nsi", "slice_profiles"]:
rec["candidate"] = resource
if resource.get('vim-id'):
rec["candidate"]['vim-id'] = resource.get('vim-id')
if rec["candidate"]["inventory_type"] == "service":
rec["attributes"]["host_id"] = resource.get("host_id")
rec["attributes"]["service_instance_id"] = resource.get("candidate_id")
rec["candidate"]["host_id"] = resource.get("host_id")
if resource.get('vlan_key'):
rec["attributes"]['vlan_key'] = resource.get('vlan_key')
if resource.get('port_key'):
rec["attributes"]['port_key'] = resource.get('port_key')
if rec["candidate"]["inventory_type"] == "vfmodule":
rec["attributes"]["host_id"] = resource.get("host_id")
rec["attributes"]["service_instance_id"] = resource.get("service_instance_id")
rec["candidate"]["host_id"] = resource.get("host_id")
if resource.get('vlan_key'):
rec["attributes"]['vlan_key'] = resource.get('vlan_key')
if resource.get('port_key'):
rec["attributes"]['port_key'] = resource.get('port_key')
vf_module_data = rec["attributes"]
vf_module_data['nf-name'] = resource.get("nf-name")
vf_module_data['nf-id'] = resource.get("nf-id")
vf_module_data['nf-type'] = resource.get("nf-type")
vf_module_data['vnf-type'] = resource.get("vnf-type")
vf_module_data['vf-module-id'] = resource.get("vf-module-id")
vf_module_data['vf-module-name'] = resource.get("vf-module-name")
vf_module_data['ipv4-oam-address'] = resource.get("ipv4-oam-address")
vf_module_data['ipv6-oam-address'] = resource.get("ipv6-oam-address")
vf_module_data['vservers'] = resource.get("vservers")
elif rec["candidate"]["inventory_type"] == "cloud":
if resource.get("all_directives") and resource.get("flavor_map"):
rec["attributes"]["directives"] = \
self.set_flavor_in_flavor_directives(
resource.get("flavor_map"), resource.get("all_directives"))
# Metrics to Prometheus
m_vim_id = resource.get("vim-id")
m_hpa_score = resource.get("hpa_score", 0)
m_svc_name = p.template['parameters'].get(
'service_name', 'N/A')
for vnfc, flavor in resource.get("flavor_map").items():
PC.VNF_COMPUTE_PROFILES.labels('ONAP',
m_svc_name,
demand_name,
vnfc,
flavor,
m_vim_id).inc()
PC.VNF_SCORE.labels('ONAP', m_svc_name,
demand_name,
m_hpa_score).inc()
if resource.get('conflict_id'):
rec["candidate"]["conflict_id"] = resource.get("conflict_id")
if resource.get('passthrough_attributes'):
for key, value in resource.get('passthrough_attributes').items():
if key in rec["attributes"]:
LOG.error('Passthrough attribute {} in demand {} already exist for candidate {}'.
format(key, demand_name, rec['candidate_id']))
else:
rec["attributes"][key] = value
# TODO(snarayanan): Add total value to recommendations?
# msg = "--- total value of decision = {}"
# LOG.debug(msg.format(_best_path.total_value))
# msg = "--- total cost of decision = {}"
# LOG.debug(msg.format(_best_path.total_cost))
current_rec[demand_name] = rec
recommendations.append(current_rec)
# Update the plan with the solution
p.solution = {
"recommendations": recommendations
}
# multiple spin-ups logic
'''
go through list of recommendations in the solution
for cloud candidates, check if (cloud-region-id + e2evnfkey) is in the order_locks table
if so, insert the row with status 'parked' in order_locks, changes plan status to 'pending' in plans
table (or other status value)
otherwise, insert the row with status 'locked' in order_locks, and change status to 'solved' in plans
table - continue reservation
'''
# clean up the data/record in order_locks table, deleting all records that failed from MSO
order_locks = self.OrderLock.query.all()
for order_lock_record in order_locks:
plans = getattr(order_lock_record, 'plans')
for plan_id, plan_attributes in plans.items():
plan_dict = json.loads(plan_attributes)
if plan_dict.get('status', None) == OrderLock.FAILED:
order_lock_record.delete()
LOG.info(_LI("The order lock record {} with status {} is deleted (due to failure"
" spinup from MSO) from order_locks table").
format(order_lock_record, plan_dict.get('status')))
break
inserted_order_records_dict = dict()
available_dependenies_set = set()
is_inserted_to_order_locks = True
is_conflict_id_missing = False
is_order_translated_before_spinup = False
for solution in solution_list:
for demand_name, candidate in solution.items():
if candidate.get('inventory_type') == 'cloud':
conflict_id = candidate.get('conflict_id')
service_resource_id = candidate.get('service_resource_id')
# TODO(larry): add more logic for missing conflict_id in template
if not conflict_id:
is_conflict_id_missing = True
break
available_dependenies_set.add(conflict_id)
# check if conflict_id exists in order_locks table
order_lock_record = self.OrderLock.query.get_plan_by_col("id", conflict_id)
if order_lock_record:
is_spinup_completed = getattr(order_lock_record[0], 'is_spinup_completed')
spinup_completed_timestamp = getattr(order_lock_record[0],
'spinup_completed_timestamp')
if is_spinup_completed and spinup_completed_timestamp > p.translation_begin_timestamp:
is_order_translated_before_spinup = True
break
elif not is_spinup_completed:
inserted_order_records_dict[conflict_id] = service_resource_id
if is_conflict_id_missing:
message = _LE("Missing conflict identifier field for cloud candidates in the template, "
"could not insert into order_locks table")
LOG.debug(message)
p.status = self.Plan.SOLVED
elif is_order_translated_before_spinup:
message = _LE("Retriggering Plan {} due to the new order arrives before the "
"spinup completion of the old order ").format(p.id)
LOG.debug(message)
p.rehome_plan()
elif len(inserted_order_records_dict) > 0:
new_dependenies_set = available_dependenies_set - set(inserted_order_records_dict.keys())
dependencies = ','.join(str(s) for s in new_dependenies_set)
for conflict_id, service_resource_id in inserted_order_records_dict.items():
plan = {
p.id: {
"status": OrderLock.UNDER_SPIN_UP,
"created": self.current_time_millis(),
"updated": self.current_time_millis(),
"service_resource_id": service_resource_id
}
}
if dependencies:
plan[p.id]['dependencies'] = dependencies
order_lock_row = self.OrderLock(id=conflict_id, plans=plan)
response = order_lock_row.insert()
# TODO(larry): add more logs for inserting order lock record (insert/update)
LOG.info(_LI("Inserting the order lock record to order_locks table in MUSIC, "
"conditional insert operation response from MUSIC {}").format(response))
if response and response.status_code == 200:
body = response.json()
LOG.info("Succcessfully inserted the record in order_locks table with "
"the following response message {}".format(body))
else:
is_inserted_to_order_locks = False
else:
for solution in solution_list:
for demand_name, candidate in solution.items():
if candidate.get('inventory_type') == 'cloud':
conflict_id = candidate.get('conflict_id')
service_resource_id = candidate.get('service_resource_id')
order_lock_record = self.OrderLock.query.get_plan_by_col("id", conflict_id)
if order_lock_record:
deleting_record = order_lock_record[0]
plans = getattr(deleting_record, 'plans')
is_spinup_completed = getattr(deleting_record, 'is_spinup_completed')
spinup_completed_timestamp = getattr(deleting_record, 'spinup_completed_timestamp')
if is_spinup_completed:
# persist the record in order_locks_history table
order_lock_history_record = \
self.OrderLockHistory(conflict_id=conflict_id, plans=plans,
is_spinup_completed=is_spinup_completed,
spinup_completed_timestamp=spinup_completed_timestamp
)
LOG.debug("Inserting the history record with conflict id {}"
" to order_locks_history table".format(conflict_id))
order_lock_history_record.insert()
# remove the older record
LOG.debug("Deleting the order lock record {} from order_locks table"
.format(deleting_record))
deleting_record.delete()
plan = {
p.id: {
"status": OrderLock.UNDER_SPIN_UP,
"created": self.current_time_millis(),
"updated": self.current_time_millis(),
"service_resource_id": service_resource_id
}
}
order_lock_row = self.OrderLock(id=conflict_id, plans=plan)
response = order_lock_row.insert()
# TODO(larry): add more logs for inserting order lock record (insert/update)
LOG.info(_LI("Inserting the order lock record to order_locks table in MUSIC, "
"conditional insert operation response from MUSIC {}").format(response))
if response and response.status_code == 200:
body = response.json()
LOG.info("Succcessfully inserted the record in order_locks table "
"with the following response message {}".format(body))
else:
is_inserted_to_order_locks = False
if not is_inserted_to_order_locks:
message = _LE("Plan {} status encountered an "
"error while inserting order lock message to MUSIC.").format(p.id)
LOG.error(message)
p.status = self.Plan.ERROR
p.message = message
elif p.status == self.Plan.SOLVING:
if len(inserted_order_records_dict) > 0:
LOG.info(_LI("The plan with id {} is parked in order_locks table,"
"waiting for MSO release calls").format(p.id))
p.status = self.Plan.WAITING_SPINUP
else:
LOG.info(_LI("The plan with id {} is inserted in order_locks table.").
format(p.id))
p.status = self.Plan.SOLVED
while 'FAILURE' in _is_success \
and (self.current_time_seconds() - self.millisec_to_sec(p.updated)) <= self.conf.solver.timeout:
_is_success = p.update(condition=self.solver_owner_condition)
LOG.info(_LI("Plan search complete, changing the template status from solving to {}, "
"atomic update response from MUSIC {}").format(p.status, _is_success))
LOG.info(_LI("Plan {} search complete, {} solution(s) found by machine {}").
format(p.id, len(solution_list), p.solver_owner))
LOG.debug("Plan {} detailed solution: {}".
format(p.id, p.solution))
LOG.info("Plan name: {}".format(p.name))
def __init__(self, conf, namespace):
super(Manager, self).__init__(namespace,
conf.vim_controller.extensions,
invoke_on_load=True,
name_order=True)
LOG.info(_LI("Loaded Vim controller extensions: %s"), self.names())
def _do(self):
"""Look for a new RPC call and serve it"""
# Get all the messages in queue
msgs = self.RPC.query.all()
for msg in msgs:
# Find the first msg marked as enqueued.
if msg.working and \
(self.current_time_seconds() - self.millisec_to_sec(msg.updated))\
> self.conf.messaging_server.response_timeout:
msg.status = message.Message.ENQUEUED
msg.update(condition=self.working_status_condition)
if not msg.enqueued:
continue
if 'plan_name' in msg.ctxt.keys():
LOG.info('Plan name: {}'.format(msg.ctxt['plan_name']))
elif 'plan_name' in msg.args.keys():
LOG.info('Plan name: {}'.format(msg.args['plan_name']))
# Change the status to WORKING (operation with a lock)
msg.status = message.Message.WORKING
msg.owner = socket.gethostname()
# All update should have a condition (status == enqueued)
_is_updated = msg.update(condition=self.enqueued_status_condition)
if not _is_updated or 'FAILURE' in _is_updated:
continue
# RPC methods must not start/end with an underscore.
if msg.method.startswith('_') or msg.method.endswith('_'):
error_msg = _LE("Method {} must not start or end"
"with underscores").format(msg.method)
self._log_error_and_update_msg(msg, error_msg)
return
# The first endpoint that supports the method wins.
method = None
for endpoint in self.endpoints:
if msg.method not in dir(endpoint):
continue
endpoint_method = getattr(endpoint, msg.method)
if callable(endpoint_method):
method = endpoint_method
if self.conf.messaging_server.debug:
LOG.debug("Message {} method {} is "
"handled by endpoint {}".format(
msg.id, msg.method,
method.__str__.__name__))
break
if not method:
error_msg = _LE("Message {} method {} unsupported "
"in endpoints.").format(msg.id, msg.method)
self._log_error_and_update_msg(msg, error_msg)
return
# All methods must take a ctxt and args param.
if inspect.getargspec(method).args != ['self', 'ctx', 'arg']:
error_msg = _LE("Method {} must take three args: "
"self, ctx, arg").format(msg.method)
self._log_error_and_update_msg(msg, error_msg)
return
LOG.info(
_LI("Message {} method {} received").format(
msg.id, msg.method))
if self.conf.messaging_server.debug:
LOG.debug(
_LI("Message {} method {} context: {}, args: {}").format(
msg.id, msg.method, msg.ctxt, msg.args))
failure = None
try:
# Add the template to conductor.plan table
# Methods return an opaque dictionary
result = method(msg.ctxt, msg.args)
# FIXME(jdandrea): Remove response/error and make it opaque.
# That means this would just be assigned result outright.
msg.response = result.get('response', result)
except Exception:
# Current sys.exc_info() content can be overridden
# by another exception raised by a log handler during
# LOG.exception(). So keep a copy and delete it later.
failure = sys.exc_info()
# Do not log details about the failure here. It will
# be returned later upstream.
LOG.exception(_LE('Exception during message handling'))
try:
if failure is None:
msg.status = message.Message.COMPLETED
else:
msg.failure = \
rpc_common.serialize_remote_exception(failure)
msg.status = message.Message.ERROR
LOG.info(
_LI("Message {} method {}, status: {}").format(
msg.id, msg.method, msg.status))
if self.conf.messaging_server.debug:
LOG.debug("Message {} method {}, response: {}".format(
msg.id, msg.method, msg.response))
_is_success = 'FAILURE'
while 'FAILURE' in _is_success and (
self.current_time_seconds() -
self.millisec_to_sec(msg.updated)
) <= self.conf.messaging_server.response_timeout:
_is_success = msg.update()
LOG.info(
_LI("updating the message status from working to {}, "
"atomic update response from MUSIC {}").format(
msg.status, _is_success))
except Exception:
LOG.exception(
_LE("Can not send reply for message {} "
"method {}").format(msg.id, msg.method))
finally:
# Remove circular object reference between the current
# stack frame and the traceback in exc_info.
del failure
def call(self, ctxt, method, args):
"""Synchronous Call"""
# # check if the call has a message saved in cache
# # key: string concatenation of ctxt + method + args
# # value: rpc response object
# key = ""
# for k, v in ctxt.items():
# key += str(k)
# key += '#' + str(v) + '#'
# key += '|' + str(method) + '|'
# for k, v in args.items():
# key += str(k)
# key += '#' + str(v) + '#'
#
# # check if the method has been called before
# # and cached
# if key in self.message_cache:
# LOG.debug("Retrieved method {} with args "
# "{} from cache".format(method, args))
# return self.message_cache[key]
rpc_start_time = time.time()
rpc = self.RPC(action=self.RPC.CALL,
ctxt=ctxt,
method=method,
args=args)
# TODO(jdandrea): Do something if the assert fails.
assert (rpc.enqueued)
rpc_id = rpc.id
topic = self.target.topic
LOG.info(_LI("Message {} on topic {} enqueued.").format(rpc_id, topic))
if self.conf.messaging_server.debug:
LOG.debug("Calling method {} with args {}".format(method, args))
# Check message status within a thread
executor = futurist.ThreadPoolExecutor()
started_at = time.time()
while (time.time() -
started_at) <= self.conf.messaging_server.response_timeout:
fut = executor.submit(self.__check_rpc_status, rpc_id, method)
rpc = fut.result()
if rpc and rpc.finished:
if self.conf.messaging_server.debug:
LOG.debug("Message {} method {} response received".format(
rpc_id, method))
break
executor.shutdown()
# Get response, delete message, and return response
if not rpc or not rpc.finished:
LOG.error(
_LE("Message {} on topic {} timed out at {} seconds").format(
rpc_id, topic,
self.conf.messaging_server.response_timeout))
elif not rpc.ok:
LOG.error(
_LE("Message {} on topic {} returned an error").format(
rpc_id, topic))
response = rpc.response
failure = rpc.failure
rpc.delete() # TODO(jdandrea): Put a TTL on the msg instead?
# self.message_cache[key] = response
LOG.debug("Elapsed time: {0:.3f} sec".format(time.time() -
rpc_start_time))
# If there's a failure, raise it as an exception
allowed = []
if failure is not None and failure != '':
# TODO(jdandrea): Do we need to populate allowed(_remote_exmods)?
raise rpc_common.deserialize_remote_exception(failure, allowed)
return response
def __init__(self, conf, namespace):
super(Manager, self).__init__(
namespace, conf.service_controller.extensions,
invoke_on_load=True, name_order=True, propagate_map_exceptions=True)
LOG.info(_LI("Loaded service controller extensions: %s"), self.names())
def __init__(self):
"""Initializer."""
LOG.info(_LI("Initializing Music Mock API"))
self.music['keyspaces'] = {}
def initialize(self):
"""Initialize enabled Vim controller extensions."""
for extension in self.extensions:
LOG.info(_LI("Initializing Vim controller extension '%s'"),
extension.name)
extension.obj.initialize()
def run(self):
"""Run"""
LOG.debug("%s" % self.__class__.__name__)
# TODO(snarayanan): This is really meant to be a control loop
# As long as self.running is true, we process another request.
while self.running:
# Delay time (Seconds) for MUSIC requests.
time.sleep(self.conf.delay_time)
# plans = Plan.query().all()
# Find the first plan with a status of SOLVED.
# Change its status to RESERVING.
solution = None
translation = None
p = None
# requests_to_reserve = dict()
# Instead of using the query.all() method, now creating an index for 'status'
# field in conductor.plans table, and query plans by status columns
solved_plans = self.Plan.query.get_plan_by_col(
"status", self.Plan.SOLVED)
reserving_plans = self.Plan.query.get_plan_by_col(
"status", self.Plan.RESERVING)
# combine the plans with status = 'solved' and 'reserving' together
plans = solved_plans + reserving_plans
found_solved_template = False
for p in plans:
# when a plan is in RESERVING status more than timeout value
if p.status == self.Plan.RESERVING and \
(self.current_time_seconds() - self.millisec_to_sec(p.updated)) > self.conf.reservation.timeout:
# change the plan status to SOLVED for another VM to reserve
p.status = self.Plan.SOLVED
p.update(condition=self.reservating_status_condition)
break
elif p.status == self.Plan.SOLVED:
solution = p.solution
translation = p.translation
found_solved_template = True
break
if not solution:
if found_solved_template:
message = _LE("Plan {} status is solved, yet "
"the solution wasn't found").format(p.id)
LOG.error(message)
p.status = self.Plan.ERROR
p.message = message
p.update(condition=self.solved_status_condition)
continue
if found_solved_template and p and p.reservation_counter >= self.conf.reservation.max_reservation_counter:
message = _LE("Tried {} times. Plan {} is unable to reserve") \
.format(self.conf.reservation.max_reservation_counter, p.id)
LOG.error(message)
p.status = self.Plan.ERROR
p.message = message
p.update(condition=self.solved_status_condition)
continue
log_util.setLoggerFilter(LOG, self.conf.keyspace, p.id)
# update status to reserving
p.status = self.Plan.RESERVING
p.reservation_counter += 1
p.reservation_owner = socket.gethostname()
_is_updated = p.update(condition=self.solved_status_condition)
if not _is_updated:
continue
if 'FAILURE' in _is_updated:
continue
LOG.info(
_LI("Reservation starts, changing the template status from solved to reserving, "
"atomic update response from MUSIC {}").format(
_is_updated))
LOG.info(
_LI("Plan {} with request id {} is reserving by machine {}. Tried to reserve it for {} times."
).format(p.id, p.name, p.reservation_owner,
p.reservation_counter))
# begin reservations
# if plan needs reservation proceed with reservation
# else set status to done.
reservations = None
_is_success = "FAILURE"
if translation:
conductor_solver = translation.get("conductor_solver")
if conductor_solver:
reservations = conductor_solver.get("reservations")
else:
LOG.error("no conductor_solver in "
"translation for Plan {}".format(p.id))
if reservations:
recommendations = solution.get("recommendations")
reservation_list = list()
# TODO(larry) combine the two reservation logic as one, make the code service independent
sdwan_candidate_list = list()
service_model = reservations.get("service_model")
for reservation, resource in reservations.get("demands",
{}).items():
candidates = list()
reservation_demand = resource.get("demands")
reservation_name = resource.get("name")
reservation_type = resource.get("type")
reservation_properties = resource.get("properties")
if reservation_properties:
controller = reservation_properties.get("controller")
request = reservation_properties.get("request")
for recommendation in recommendations:
for demand, r_resource in recommendation.items():
if demand == reservation_demand:
# get selected candidate from translation
selected_candidate_id = r_resource.get(
"candidate").get("candidate_id")
demands = translation.get(
"conductor_solver").get("demands")
for demand_name, d_resource in demands.items():
if demand_name == demand:
for candidate in d_resource.get(
"candidates"):
if candidate.get(
"candidate_id"
) == selected_candidate_id:
candidate['request'] = request
candidates.append(candidate)
sdwan_candidate_list.append(
candidate)
#TODO(larry) combine the two reservation logic as one, make the code service independent
if service_model == "ADIOD":
is_success = self.try_reservation_call(
method="reserve",
candidate_list=candidates,
reservation_type=service_model,
controller=controller,
request=request,
reservation_name=None)
# if reservation succeed continue with next candidate
if is_success:
curr_reservation = dict()
curr_reservation['candidate_list'] = candidates
curr_reservation[
'reservation_name'] = reservation_name
curr_reservation[
'reservation_type'] = reservation_type
curr_reservation['controller'] = controller
curr_reservation['request'] = request
reservation_list.append(curr_reservation)
else:
# begin roll back of all reserved resources on
# the first failed reservation
rollback_status = \
self.rollback_reservation(reservation_list)
# order_lock spin-up rollback
for decision in solution.get('recommendations'):
candidate = list(decision.values())[0].get(
'candidate'
) # Python 3 Conversion -- dict object to list object
if candidate.get('inventory_type') == 'cloud':
# TODO(larry) change the code to get('conflict_id') instead of 'location_id'
conflict_id = candidate.get('conflict_id')
order_record = self.OrderLock.query.get_plan_by_col(
"id", conflict_id)[0]
if order_record:
order_record.delete()
# statuses
if rollback_status:
# released all reservations,
# move plan to translated
if p.reservation_counter >= self.conf.reservation.max_reservation_counter:
p.status = self.Plan.ERROR
p.message = _LE(
"Tried {} times. Plan {} is unable to reserve"
).format(
self.conf.reservation.
max_reservation_counter, p.id)
LOG.error(p.message)
else:
p.status = self.Plan.TRANSLATED
# TODO(larry): Should be replaced by the new api from MUSIC
while 'FAILURE' in _is_success:
_is_success = p.update(
condition=self.
reservation_owner_condition)
LOG.info(
_LI("Rolling back the template from reserving to {} status, "
"atomic update response from MUSIC {}"
).format(p.status, _is_success))
del reservation_list[:]
else:
LOG.error("Reservation rollback failed")
p.status = self.Plan.ERROR
p.message = "Reservation release failed"
# TODO(larry): Should be replaced by the new api from MUSIC
while 'FAILURE' in _is_success:
_is_success = p.update(
condition=self.
reservation_owner_condition)
LOG.info(
_LI("Rollback Failed, Changing the template status from reserving to error, "
"atomic update response from MUSIC {}"
).format(_is_success))
break # reservation failed
continue
# continue with reserving the next candidate
# TODO(larry) combine the two reservation logic as one, make the code service independent
if service_model == "DHV":
is_success = self.try_reservation_call(
method="reserve",
candidate_list=sdwan_candidate_list,
reservation_type=service_model,
controller=controller,
request=request,
reservation_name=None)
if not is_success:
# order_lock spin-up rollback
for decision in solution.get('recommendations'):
candidate = list(decision.values())[0].get(
'candidate'
) # Python 3 Conversion -- dict object to list object
if candidate.get('inventory_type') == 'cloud':
conflict_id = candidate.get('conflict_id')
order_record = self.OrderLock.query.get_plan_by_col(
"id", conflict_id)[0]
if order_record:
order_record.delete()
if p.reservation_counter >= self.conf.reservation.max_reservation_counter:
p.status = self.Plan.ERROR
p.message = _LE(
"Tried {} times. Plan {} is unable to reserve"
).format(
self.conf.reservation.max_reservation_counter,
p.id)
LOG.error(p.message)
else:
p.status = self.Plan.TRANSLATED
# TODO(larry): Should be replaced by the new api from MUSIC
while 'FAILURE' in _is_success:
_is_success = p.update(
condition=self.reservation_owner_condition)
LOG.info(
_LI("Rolling back the template from reserving to {} status, "
"atomic update response from MUSIC {}").
format(p.status, _is_success))
del reservation_list[:]
# verify if all candidates have been reserved
if p.status == self.Plan.RESERVING:
# all reservations succeeded.
LOG.info(
_LI("Plan {} with request id {} Reservation complete").
format(p.id, p.name))
LOG.debug("Plan {} Reservation complete".format(p.id))
p.status = self.Plan.DONE
while 'FAILURE' in _is_success and (
self.current_time_seconds() - self.millisec_to_sec(
p.updated)) <= self.conf.reservation.timeout:
_is_success = p.update(
condition=self.reservation_owner_condition)
LOG.info(
_LI("Reservation is complete, changing the template status from reserving to done, "
"atomic update response from MUSIC {}").format(
_is_success))
continue
def match_flavor(self):
# Keys to find capability match
hpa_keys = ['hpa-feature', 'architecture', 'hpa-version']
req_filter_list = []
for capability in CapabilityDataParser.get_item(
self.req_cap_list, None):
if capability.item['mandatory'].lower() == 'true':
hpa_list = {k: capability.item[k] \
for k in hpa_keys if k in capability.item}
if hpa_list not in req_filter_list:
req_filter_list.append(hpa_list)
max_score = -1
directives = None
for flavor in self.flavors_list:
flavor_filter_list = []
try:
flavor_cap_list = flavor['hpa-capabilities']
except KeyError:
LOG.info(_LI("hpa-capabilities not found in flavor "))
# Metrics to Prometheus
m_flavor_name = flavor['flavor-name']
PC.HPA_FLAVOR_MATCH_UNSUCCESSFUL.labels(
'ONAP', 'N/A', 'N/A', 'N/A', self.m_vim_id,
m_flavor_name).inc()
continue
for capability in CapabilityDataParser.get_item(
flavor_cap_list, 'hpa-capability'):
hpa_list = {k: capability.item[k] \
for k in hpa_keys if k in capability.item}
flavor_filter_list.append(hpa_list)
# if flavor has the matching capability compare attributes
if self._is_cap_supported(flavor_filter_list, req_filter_list):
match_found, score, req_directives = self._compare_feature_attributes(
flavor_cap_list)
if match_found:
LOG.info(
_LI("Matching Flavor found '{}' for request - {}").
format(flavor['flavor-name'], self.req_cap_list))
# Metrics to Prometheus
m_flavor_name = flavor['flavor-name']
PC.HPA_FLAVOR_MATCH_SUCCESSFUL.labels(
'ONAP', 'N/A', 'N/A', 'N/A', self.m_vim_id,
m_flavor_name).inc()
if score > max_score:
max_score = score
flavor_map = {
"flavor-id": flavor['flavor-id'],
"flavor-name": flavor['flavor-name'],
"score": max_score
}
directives = {
"flavor_map": flavor_map,
"directives": req_directives
}
else:
# Metrics to Prometheus
m_flavor_name = flavor['flavor-name']
PC.HPA_FLAVOR_MATCH_UNSUCCESSFUL.labels(
'ONAP', 'N/A', 'N/A', 'N/A', self.m_vim_id,
m_flavor_name).inc()
else:
# Metrics to Prometheus
m_flavor_name = flavor['flavor-name']
PC.HPA_FLAVOR_MATCH_UNSUCCESSFUL.labels(
'ONAP', 'N/A', 'N/A', 'N/A', self.m_vim_id,
m_flavor_name).inc()
return directives