Merge "Add ML based optimization to PCI opt"
[optf/osdf.git] / osdf / adapters / conductor / api_builder.py
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3 #   Copyright (C) 2020 Wipro Limited.
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15 #   limitations under the License.
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18 #
19
20 from jinja2 import Template
21 import json
22
23 from osdf.adapters.policy.utils import group_policies_gen
24 import osdf.adapters.conductor.translation as tr
25 from osdf.utils.programming_utils import list_flatten
26
27
28 def _build_parameters(group_policies, service_info, request_parameters):
29     """
30         Function prepares parameters section for has request
31         :param group_policies: filtered policies
32         :param service_info: service info
33         :param request_parameters: request parameters
34         :return:
35         """
36     initial_params = tr.get_opt_query_data(request_parameters,
37                                            group_policies['onap.policies.optimization.service.QueryPolicy'])
38     params = dict()
39     params.update({"REQUIRED_MEM": initial_params.pop("requiredMemory", "")})
40     params.update({"REQUIRED_DISK": initial_params.pop("requiredDisk", "")})
41     params.update({"customer_lat": initial_params.pop("customerLatitude", 0.0)})
42     params.update({"customer_long": initial_params.pop("customerLongitude", 0.0)})
43     params.update({"service_name": service_info.get('serviceName', "")})
44     params.update({"service_id": service_info.get('serviceInstanceId', "")})
45
46     for key, val in initial_params.items():
47         if val and val != "":
48             params.update({key: val})
49     return params
50
51
52 def conductor_api_builder(req_info, demands, request_parameters, service_info,
53                           location_enabled, flat_policies: list, local_config,
54                           template="osdf/adapters/conductor/templates/conductor_interface.json"):
55     """Build an OSDF southbound API call for HAS-Conductor/Placement optimization
56         :param req_info: parameter data received from a client
57         :param demands: list of demands
58         :param request_parameters: request parameters
59         :param service_info: service info object
60         :param location_enabled: boolean to check location to be sent in the request
61         :param flat_policies: policy data received from the policy platform (flat policies)
62         :param template: template to generate southbound API call to conductor
63         :param local_config: local configuration file with pointers for
64                the service specific information
65         :return: json to be sent to Conductor/placement optimization
66         """
67
68     templ = Template(open(template).read())
69     gp = group_policies_gen(flat_policies, local_config)
70     demand_name_list = []
71     for demand in demands:
72         demand_name_list.append(demand['resourceModuleName'].lower())
73     demand_list = tr.gen_demands(demands, gp['onap.policies.optimization.resource.VnfPolicy'])
74     attribute_policy_list = tr.gen_attribute_policy(
75         demand_name_list, gp['onap.policies.optimization.resource.AttributePolicy'])
76     distance_to_location_policy_list = tr.gen_distance_to_location_policy(
77         demand_name_list, gp['onap.policies.optimization.resource.DistancePolicy'])
78     inventory_policy_list = tr.gen_inventory_group_policy(
79         demand_name_list, gp['onap.policies.optimization.resource.InventoryGroupPolicy'])
80     resource_instance_policy_list = tr.gen_resource_instance_policy(
81         demand_name_list, gp['onap.policies.optimization.resource.ResourceInstancePolicy'])
82     resource_region_policy_list = tr.gen_resource_region_policy(
83         demand_name_list, gp['onap.policies.optimization.resource.ResourceRegionPolicy'])
84     zone_policy_list = tr.gen_zone_policy(
85         demand_name_list, gp['onap.policies.optimization.resource.AffinityPolicy'])
86     optimization_policy_list = tr.gen_optimization_policy(
87         demand_name_list, gp['onap.policies.optimization.resource.OptimizationPolicy'])
88     reservation_policy_list = tr.gen_reservation_policy(
89         demand_name_list, gp['onap.policies.optimization.resource.InstanceReservationPolicy'])
90     capacity_policy_list = tr.gen_capacity_policy(
91         demand_name_list, gp['onap.policies.optimization.resource.Vim_fit'])
92     hpa_policy_list = tr.gen_hpa_policy(
93         demand_name_list, gp['onap.policies.optimization.resource.HpaPolicy'])
94     threshold_policy_list = tr.gen_threshold_policy(demand_name_list,
95                                                     gp['onap.policies.optimization.resource.'
96                                                        'ThresholdPolicy'])
97     aggregation_policy_list = tr.gen_aggregation_policy(demand_name_list,
98                                                       gp['onap.policies.optimization.resource.'
99                                                          'AggregationPolicy'])
100     req_params_dict = _build_parameters(gp, service_info, request_parameters)
101     conductor_policies = [attribute_policy_list, distance_to_location_policy_list,
102                           inventory_policy_list, resource_instance_policy_list,
103                           resource_region_policy_list, zone_policy_list, reservation_policy_list,
104                           capacity_policy_list, hpa_policy_list, threshold_policy_list, aggregation_policy_list]
105     filtered_policies = [x for x in conductor_policies if len(x) > 0]
106     policy_groups = list_flatten(filtered_policies)
107     request_type = req_info.get('requestType', None)
108     rendered_req = templ.render(
109         requestType=request_type,
110         demand_list=demand_list,
111         policy_groups=policy_groups,
112         optimization_policies=optimization_policy_list,
113         name=req_info['requestId'],
114         timeout=req_info['timeout'],
115         limit=req_info['numSolutions'],
116         request_params=req_params_dict,
117         location_enabled=location_enabled,
118         json=json)
119     json_payload = json.dumps(json.loads(rendered_req))  # need this because template's JSON is ugly!
120     return json_payload