Merge "Add ML based optimization to PCI opt"
[optf/osdf.git] / apps / slice_selection / optimizers / conductor / remote_opt_processor.py
1 # -------------------------------------------------------------------------
2 #   Copyright (C) 2020 Wipro Limited.
3 #
4 #   Licensed under the Apache License, Version 2.0 (the "License");
5 #   you may not use this file except in compliance with the License.
6 #   You may obtain a copy of the License at
7 #
8 #       http://www.apache.org/licenses/LICENSE-2.0
9 #
10 #   Unless required by applicable law or agreed to in writing, software
11 #   distributed under the License is distributed on an "AS IS" BASIS,
12 #   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 #   See the License for the specific language governing permissions and
14 #   limitations under the License.
15 #
16 # -------------------------------------------------------------------------
17 #
18
19 """
20 Module for processing slice selection request
21 """
22
23 import json
24 import traceback
25 from requests import RequestException
26
27 from apps.slice_selection.optimizers.conductor.response_processor \
28     import conductor_response_processor, conductor_error_response_processor, solution_with_only_slice_profile, get_nsi_selection_response
29 from osdf.adapters.conductor import conductor
30 from osdf.adapters.policy.interface import get_policies
31 from osdf.adapters.policy.utils import group_policies_gen
32 from osdf.logging.osdf_logging import error_log, debug_log
33 from osdf.utils.mdc_utils import mdc_from_json
34
35
36 def process_nsi_selection_opt(request_json, osdf_config):
37     """Process the nsi selection request from API layer
38         :param request_json: api request
39         :param policies: flattened policies corresponding to this request
40         :param osdf_config: configuration specific to OSDF app
41         :return: response as a dictionary
42         """
43     req_info = request_json['requestInfo']
44     try:
45         mdc_from_json(request_json)
46
47         overall_recommendations = dict()
48         nst_info_map = dict()
49         new_nsi_solutions = list()
50         for nst_info in request_json["NSTInfoList"]:
51             nst_name = nst_info["modelName"]
52             nst_info_map[nst_name] =  {"NSTName": nst_name,
53                                                     "UUID": nst_info["modelVersionId"],
54                                                     "invariantUUID": nst_info["modelInvariantId"]}
55
56             if request_json["serviceProfile"]["resourceSharingLevel"] == "non-shared":
57                 new_nsi_solution = solution_with_only_slice_profile(request_json['serviceProfile'], nst_info_map.get(nst_name))
58                 new_nsi_solutions.append(new_nsi_solution)
59             else:
60                 policy_request_json = request_json.copy()
61                 policy_request_json['serviceInfo']['serviceName'] = nst_name
62                 policies = get_policies(policy_request_json, "slice_selection")
63
64                 demands = get_slice_demands(nst_name, policies, osdf_config.core)
65
66                 request_parameters = request_json.get('serviceProfile',{})
67                 service_info = {}
68                 req_info['numSolutions'] = 'all'
69                 try:
70                     resp = conductor.request(req_info, demands, request_parameters, service_info, False,
71                                              osdf_config, policies)
72                 except RequestException as e:
73                     resp = e.response.json()
74                     error = resp['plans'][0]['message']
75                     error_log.error('Error from conductor {}'.format(error))
76                 debug_log.debug("Response from conductor {}".format(str(resp)))
77                 overall_recommendations[nst_name] = resp["plans"][0].get("recommendations")
78
79         if request_json["serviceProfile"]["resourceSharingLevel"] == "non-shared":
80             solutions = dict()
81             solutions['newNSISolutions'] = new_nsi_solutions
82             solutions['sharedNSISolutions'] = []
83             return get_nsi_selection_response(req_info, solutions)
84         else:
85             return conductor_response_processor(overall_recommendations, nst_info_map, req_info, request_json["serviceProfile"])
86     except Exception as ex:
87         error_log.error("Error for {} {}".format(req_info.get('requestId'),
88                                                  traceback.format_exc()))
89         error_message = str(ex)
90         return conductor_error_response_processor(req_info, error_message)
91
92
93 def get_slice_demands(model_name, policies, config):
94     """
95     :param model_name: model name of the slice
96     :param policies: flattened polcies corresponding to the request
97     :param config: configuration specific to OSDF app
98     :return: list of demands for the request
99     """
100     group_policies = group_policies_gen(policies, config)
101     subscriber_policy_list = group_policies["onap.policies.optimization.service.SubscriberPolicy"]
102     slice_demands = list()
103     for subscriber_policy in subscriber_policy_list:
104         policy_properties = subscriber_policy[list(subscriber_policy.keys())[0]]['properties']
105         if model_name in policy_properties["services"]:
106             for subnet in policy_properties["properties"]["subscriberName"]:
107                 slice_demand = dict()
108                 slice_demand["resourceModuleName"] = subnet
109                 slice_demand['resourceModelInfo'] = {}
110                 slice_demands.append(slice_demand)
111     return slice_demands