# Copyright 2019 ArctosLabs Scandinavia AB # # 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. # Note: # This unit test file is generated - # from: c:\Users\LG\Desktop\plarepo\documents\Test\pla_algo_test (pr_update_4).xlsx # by code generator: mzntestcasegenerator.py # at: 2019-12-04 09:26:38.412430 ############# import datetime import logging from unittest import TestCase from osm_pla.placement.mznplacement import MznPlacementConductor, MznModelGenerator class TestMznModels(TestCase): def test_mznmodel_scenario1_subtestcase1(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 120, "jitter": 20}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario1_subtestcase2(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim33333333_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 120, "jitter": 20}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "33333333-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim33333333_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario1_subtestcase3(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim22222222_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 120, "jitter": 20}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "22222222-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim22222222_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario1_subtestcase4(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim44444444_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 120, "jitter": 20}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "44444444-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "22222222-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim44444444_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario1_subtestcase5(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim88888888_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 120, "jitter": 20}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "88888888-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim88888888_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario1_subtestcase6(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim99999999_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 120, "jitter": 20}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "99999999-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim99999999_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario1_subtestcase7(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim11111111_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim33333333_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], "vim_account": "vim77777777_38f5_438d_b8ee_3f93b3531f87", }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 120, "jitter": 20}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [{}] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim11111111_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim33333333_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], "vim_account": "vim77777777_38f5_438d_b8ee_3f93b3531f87", }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario1_subtestcase8(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim77777777_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 120, "jitter": 20}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim77777777_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario2_subtestcase1(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 20, "jitter": 6}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario2_subtestcase2(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim44444444_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 20, "jitter": 6}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "44444444-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "22222222-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "22222222-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim44444444_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario2_subtestcase3(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 20, "jitter": 6}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "55555555-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "66666666-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "66666666-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario2_subtestcase4(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 20, "jitter": 6}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "55555555-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "55555555-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "55555555-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario2_subtestcase5(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim33333333_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim44444444_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 20, "jitter": 6}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [{}] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim33333333_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim44444444_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario2_subtestcase6(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], "vim_account": "vim66666666_38f5_438d_b8ee_3f93b3531f87", }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "3"], "latency": 20, "jitter": 6}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [{}] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], "vim_account": "vim66666666_38f5_438d_b8ee_3f93b3531f87", }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario3_subtestcase1(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 3}, {"cp_refs": ["2", "3"], "latency": 25, "jitter": 6}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario3_subtestcase2(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim44444444_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim22222222_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 3}, {"cp_refs": ["2", "3"], "latency": 25, "jitter": 6}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [{}] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim44444444_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim22222222_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario3_subtestcase3(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim77777777_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 3}, {"cp_refs": ["2", "3"], "latency": 25, "jitter": 6}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim77777777_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario3_subtestcase4(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim88888888_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 3}, {"cp_refs": ["2", "3"], "latency": 25, "jitter": 6}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "88888888-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim88888888_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario3_subtestcase5(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim99999999_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim77777777_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], "vim_account": "vim88888888_38f5_438d_b8ee_3f93b3531f87", }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 3}, {"cp_refs": ["2", "3"], "latency": 25, "jitter": 6}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [{}] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim99999999_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim77777777_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], "vim_account": "vim88888888_38f5_438d_b8ee_3f93b3531f87", }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario3_subtestcase6(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim77777777_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim99999999_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 3}, {"cp_refs": ["2", "3"], "latency": 25, "jitter": 6}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "99999999-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "77777777-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim77777777_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["10,15,30,30,100,70,40,150,150,150"], "vim_account": "vim99999999_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "3", "vnf_price_per_vim": ["30,30,60,40,100,90,40,150,200,170"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario4_subtestcase1(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, { "vnf_id": "2", "vnf_price_per_vim": ["15,20,40,40,110,80,50,110,160,210"], }, { "vnf_id": "3", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, { "vnf_id": "4", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "4"], "latency": 50, "jitter": 10}, {"cp_refs": ["2", "3"], "latency": 20, "jitter": 10}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, { "vimAccountId": "00000000-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "4", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, { "vnf_id": "2", "vnf_price_per_vim": ["15,20,40,40,110,80,50,110,160,210"], }, { "vnf_id": "3", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, { "vnf_id": "4", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario4_subtestcase2(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim22222222_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["15,20,40,40,110,80,50,110,160,210"], }, { "vnf_id": "3", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "4", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "4"], "latency": 50, "jitter": 10}, {"cp_refs": ["2", "3"], "latency": 20, "jitter": 10}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "22222222-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "44444444-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "55555555-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, { "vimAccountId": "66666666-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "4", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim22222222_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["15,20,40,40,110,80,50,110,160,210"], }, { "vnf_id": "3", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "4", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario4_subtestcase3(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["15,20,40,40,110,80,50,110,160,210"], }, { "vnf_id": "3", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, { "vnf_id": "4", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "4"], "latency": 50, "jitter": 10}, {"cp_refs": ["2", "3"], "latency": 20, "jitter": 10}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [ { "vimAccountId": "55555555-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "1", }, { "vimAccountId": "66666666-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "2", }, { "vimAccountId": "66666666-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "3", }, { "vimAccountId": "55555555-38f5-438d-b8ee-3f93b3531f87", "member-vnf-index": "4", }, ] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["15,20,40,40,110,80,50,110,160,210"], }, { "vnf_id": "3", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, { "vnf_id": "4", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim55555555_38f5_438d_b8ee_3f93b3531f87", }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content") def test_mznmodel_scenario4_subtestcase4(self): # generate the model ns_placement_data = { "vim_accounts": [ "vim00000000_38f5_438d_b8ee_3f93b3531f87", "vim11111111_38f5_438d_b8ee_3f93b3531f87", "vim22222222_38f5_438d_b8ee_3f93b3531f87", "vim33333333_38f5_438d_b8ee_3f93b3531f87", "vim44444444_38f5_438d_b8ee_3f93b3531f87", "vim55555555_38f5_438d_b8ee_3f93b3531f87", "vim66666666_38f5_438d_b8ee_3f93b3531f87", "vim77777777_38f5_438d_b8ee_3f93b3531f87", "vim88888888_38f5_438d_b8ee_3f93b3531f87", "vim99999999_38f5_438d_b8ee_3f93b3531f87", ], "trp_link_latency": [ [0, 30, 70, 80, 32767, 32767, 32767, 32767, 32767, 32767], [30, 0, 75, 60, 32767, 32767, 32767, 32767, 32767, 32767], [70, 75, 0, 40, 100, 32767, 32767, 32767, 32767, 32767], [80, 60, 40, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 100, 32767, 0, 5, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 0, 5, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 5, 5, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 30, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 30, 0, 20], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 20, 20, 0], ], "trp_link_jitter": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 5, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 5, 32767, 0, 4, 4, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 0, 10, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 4, 10, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 1, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 0, 1], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 1, 1, 0], ], "trp_link_price_list": [ [0, 5, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 0, 5, 10, 32767, 32767, 32767, 32767, 32767, 32767], [5, 5, 0, 10, 10, 32767, 32767, 32767, 32767, 32767], [10, 10, 10, 0, 32767, 32767, 32767, 32767, 32767, 32767], [32767, 32767, 10, 32767, 0, 20, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 0, 20, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 20, 20, 0, 32767, 32767, 32767], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 0, 15, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 0, 15], [32767, 32767, 32767, 32767, 32767, 32767, 32767, 15, 15, 0], ], "ns_desc": [ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim00000000_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["15,20,40,40,110,80,50,110,160,210"], }, { "vnf_id": "3", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim44444444_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "4", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, ], "vld_desc": [ {"cp_refs": ["1", "2"], "latency": 120, "jitter": 20}, {"cp_refs": ["2", "4"], "latency": 50, "jitter": 10}, {"cp_refs": ["2", "3"], "latency": 20, "jitter": 10}, ], "generator_data": {"file": __file__, "time": datetime.datetime.now()}, } mg = MznModelGenerator(logging.getLogger(__name__)) test_mzn_model = mg.create_model(ns_placement_data) # run the model expected_result = [{}] mpc = MznPlacementConductor(logging.getLogger(__name__)) placement = mpc._run_placement_model( mzn_model=test_mzn_model, ns_desc=[ { "vnf_id": "1", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim00000000_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "2", "vnf_price_per_vim": ["15,20,40,40,110,80,50,110,160,210"], }, { "vnf_id": "3", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], "vim_account": "vim44444444_38f5_438d_b8ee_3f93b3531f87", }, { "vnf_id": "4", "vnf_price_per_vim": ["5,10,30,30,100,70,40,100,150,200"], }, ], ) # sort the result to ease assert with expected result if not placement[0]: sorted_placement = placement else: sorted_placement = sorted(placement, key=lambda k: k["member-vnf-index"]) self.assertEqual(expected_result, sorted_placement, "Faulty syntax or content")