if len(match) == 1:
nodes_by_degree = su.get_nodes_by_degree()
cdn_nodes = offline.core.sla.weighted_shuffle(nodes_by_degree.keys(), nodes_by_degree.values(), rs)[
:rs.randint(int(match[0][0]), int(match[0][1]) + 1)]
logging.debug("random cdn nodes: %s" % " ".join(cdn_nodes))
if start_nodes is None:
start_nodes = args.start
if cdn_nodes is None:
cdn_nodes = args.cdn
sla = create_sla(start_nodes, cdn_nodes, args.sourcebw, su=su, rs=rs)
service, count_embedding = optimize_sla(sla, vhg_count=args.vhg,
vcdn_count=args.vcdn,
automatic=args.auto, use_heuristic=not args.disable_heuristic)
if os.path.exists("winner"):
shutil.rmtree("winner")
shutil.copytree(os.path.join(RESULTS_FOLDER, str(service.id)), "winner")
if service.mapping is not None:
if args.json:
output = {}
output["price"] = {'total_price': service.mapping.objective_function, "vhg_count": service.vhg_count,
"vcdn_count": service.vcdn_count}
output["mapping"] = service.mapping.to_json()
if args.b64:
sys.stdout.write(base64.b64encode(json.dumps(output)))
list(nodes_by_degree.keys()),
[30 - i for i in list(nodes_by_degree.values())],
rs)[:rs.randint(int(match[0][0]),
int(match[0][1]) + 1)]
logging.debug("random cdn nodes: %s" % " ".join(cdn_nodes))
if start_nodes is None:
start_nodes = args.start
if cdn_nodes is None:
cdn_nodes = args.cdn
sla = create_sla(start_nodes, cdn_nodes, args.sourcebw, su=su, rs=rs)
service, count_embedding = optimize_sla(
sla,
vhg_count=args.vhg,
vcdn_count=args.vcdn,
automatic=args.auto,
use_heuristic=not args.disable_heuristic)
if os.path.exists("winner"):
shutil.rmtree("winner")
shutil.copytree(os.path.join(RESULTS_FOLDER, str(service.id)), "winner")
if service.mapping is not None:
if args.json:
output = {}
output["price"] = {
'total_price': service.mapping.objective_function,
"vhg_count": service.vhg_count,
"vcdn_count": service.vcdn_count
args = parser.parse_args()
# create the topology
rs, su = clean_and_create_experiment(args.topo, args.seed)
session = Session()
tenant = Tenant()
session.add(tenant)
slas = generate_random_slas(rs, su, count=args.sla_count, user_count=1000, max_start_count=args.max_start,
max_end_count=args.max_cdn, tenant=tenant,min_start_count=args.min_start,
min_end_count=args.min_cdn)
for sla in slas:
try:
logging.debug("full")
service_no_heuristic, count_embedding_no_heuristic = optimize_sla(sla, automatic=True, use_heuristic=False)
service_no_heuristic_mapping_objective_function = service_no_heuristic.mapping.objective_function
except ValueError as e:
service_no_heuristic_mapping_objective_function = float("nan")
try:
logging.debug("heuristic")
service_yes_heuristic, count_embedding_yes_heuristic = optimize_sla(sla, automatic=True, use_heuristic=True)
service_yes_heuristic_mapping_objective_function = service_yes_heuristic.mapping.objective_function
except ValueError as e:
service_yes_heuristic_mapping_objective_function = float("nan")
try:
logging.debug("dummy random")
service_yes_heuristic11, count_embedding_yes_heuristic11 = optimize_sla(sla, automatic=True,
tenant = Tenant()
session.add(tenant)
slas = generate_random_slas(rs,
su,
count=args.sla_count,
user_count=1000,
max_start_count=args.max_start,
max_end_count=args.max_cdn,
tenant=tenant,
min_start_count=args.min_start,
min_end_count=args.min_cdn)
for sla in slas:
try:
logging.debug("full")
service_no_heuristic, count_embedding_no_heuristic = optimize_sla(
sla, automatic=True, use_heuristic=False)
service_no_heuristic_mapping_objective_function = service_no_heuristic.mapping.objective_function
except ValueError as e:
service_no_heuristic_mapping_objective_function = float("nan")
try:
logging.debug("heuristic")
service_yes_heuristic, count_embedding_yes_heuristic = optimize_sla(
sla, automatic=True, use_heuristic=True)
service_yes_heuristic_mapping_objective_function = service_yes_heuristic.mapping.objective_function
except ValueError as e:
service_yes_heuristic_mapping_objective_function = float("nan")
try:
logging.debug("dummy random")
