Coverage for osm_pla/test/test

4# Licensed under the Apache License, Version 2.0 (the "License");

5# you may not use this file except in compliance with the License.

6# You may obtain a copy of the License at

8# http://www.apache.org/licenses/LICENSE-2.0

10# Unless required by applicable law or agreed to in writing, software

11# distributed under the License is distributed on an "AS IS" BASIS,

12# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or

13# implied.

14# See the License for the specific language governing permissions and

15# limitations under the License.

17# Note:

18# This unit test file is generated -

19# from: c:\Users\LG\Desktop\plarepo\documents\Test\pla_algo_test (pr_update_4).xlsx

20# by code generator: mzntestcasegenerator.py

21# at: 2019-12-04 09:26:38.412430

22#############

24import datetime

25import logging

26from unittest import TestCase

28from osm_pla.placement.mznplacement import MznPlacementConductor, MznModelGenerator

31class TestMznModels(TestCase):

32 def test_mznmodel_scenario1_subtestcase1(self):

33 # generate the model

34 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'],

35 '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]],

36 '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]],

37 '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]],

38 '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']}],

39 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 120, 'jitter': 20}],

40 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

41 }

43 mg = MznModelGenerator(logging.getLogger(__name__))

44 test_mzn_model = mg.create_model(ns_placement_data)

46 # run the model

47 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'}]

49 mpc = MznPlacementConductor(logging.getLogger(__name__))

50 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']}])

51 # sort the result to ease assert with expected result

52 if not placement[0]:

53 sorted_placement = placement

54 else:

55 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

56 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

57 def test_mznmodel_scenario1_subtestcase2(self):

58 # generate the model

59 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'],

60 '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]],

61 '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]],

62 '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]],

63 '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']}],

64 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 120, 'jitter': 20}],

65 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

66 }

68 mg = MznModelGenerator(logging.getLogger(__name__))

69 test_mzn_model = mg.create_model(ns_placement_data)

71 # run the model

72 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'}]

74 mpc = MznPlacementConductor(logging.getLogger(__name__))

75 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']}])

76 # sort the result to ease assert with expected result

77 if not placement[0]:

78 sorted_placement = placement

79 else:

80 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

81 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

82 def test_mznmodel_scenario1_subtestcase3(self):

83 # generate the model

84 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'],

85 '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]],

86 '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]],

87 '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]],

88 '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']}],

89 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 120, 'jitter': 20}],

90 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

91 }

93 mg = MznModelGenerator(logging.getLogger(__name__))

94 test_mzn_model = mg.create_model(ns_placement_data)

96 # run the model

97 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'}]

99 mpc = MznPlacementConductor(logging.getLogger(__name__))

100 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']}])

101 # sort the result to ease assert with expected result

102 if not placement[0]:

103 sorted_placement = placement

104 else:

105 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

106 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

107 def test_mznmodel_scenario1_subtestcase4(self):

108 # generate the model

109 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'],

110 '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]],

111 '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]],

112 '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]],

113 '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']}],

114 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 120, 'jitter': 20}],

115 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

116 }

117

118 mg = MznModelGenerator(logging.getLogger(__name__))

119 test_mzn_model = mg.create_model(ns_placement_data)

120

121 # run the model

122 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'}]

123

124 mpc = MznPlacementConductor(logging.getLogger(__name__))

125 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']}])

126 # sort the result to ease assert with expected result

127 if not placement[0]:

128 sorted_placement = placement

129 else:

130 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

131 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

132 def test_mznmodel_scenario1_subtestcase5(self):

133 # generate the model

134 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'],

135 '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]],

136 '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]],

137 '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]],

138 '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']}],

139 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 120, 'jitter': 20}],

140 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

141 }

142

143 mg = MznModelGenerator(logging.getLogger(__name__))

144 test_mzn_model = mg.create_model(ns_placement_data)

145

146 # run the model

147 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'}]

148

149 mpc = MznPlacementConductor(logging.getLogger(__name__))

150 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']}])

151 # sort the result to ease assert with expected result

152 if not placement[0]:

153 sorted_placement = placement

154 else:

155 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

156 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

157 def test_mznmodel_scenario1_subtestcase6(self):

158 # generate the model

159 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'],

160 '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]],

161 '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]],

162 '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]],

163 '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']}],

164 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 120, 'jitter': 20}],

165 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

166 }

167

168 mg = MznModelGenerator(logging.getLogger(__name__))

169 test_mzn_model = mg.create_model(ns_placement_data)

170

171 # run the model

172 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'}]

173

174 mpc = MznPlacementConductor(logging.getLogger(__name__))

175 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']}])

176 # sort the result to ease assert with expected result

177 if not placement[0]:

178 sorted_placement = placement

179 else:

180 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

181 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

182 def test_mznmodel_scenario1_subtestcase7(self):

183 # generate the model

184 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'],

185 '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]],

186 '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]],

187 '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]],

188 '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'}],

189 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 120, 'jitter': 20}],

190 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

191 }

192

193 mg = MznModelGenerator(logging.getLogger(__name__))

194 test_mzn_model = mg.create_model(ns_placement_data)

195

196 # run the model

197 expected_result = [{}]

198

199 mpc = MznPlacementConductor(logging.getLogger(__name__))

200 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'}])

201 # sort the result to ease assert with expected result

202 if not placement[0]:

203 sorted_placement = placement

204 else:

205 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

206 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

207 def test_mznmodel_scenario1_subtestcase8(self):

208 # generate the model

209 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'],

210 '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]],

211 '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]],

212 '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]],

213 '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']}],

214 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 120, 'jitter': 20}],

215 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

216 }

217

218 mg = MznModelGenerator(logging.getLogger(__name__))

219 test_mzn_model = mg.create_model(ns_placement_data)

220

221 # run the model

222 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'}]

223

224 mpc = MznPlacementConductor(logging.getLogger(__name__))

225 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']}])

226 # sort the result to ease assert with expected result

227 if not placement[0]:

228 sorted_placement = placement

229 else:

230 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

231 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

232 def test_mznmodel_scenario2_subtestcase1(self):

233 # generate the model

234 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'],

235 '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]],

236 '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]],

237 '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]],

238 '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']}],

239 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 20, 'jitter': 6}],

240 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

241 }

242

243 mg = MznModelGenerator(logging.getLogger(__name__))

244 test_mzn_model = mg.create_model(ns_placement_data)

245

246 # run the model

247 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'}]

248

249 mpc = MznPlacementConductor(logging.getLogger(__name__))

250 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']}])

251 # sort the result to ease assert with expected result

252 if not placement[0]:

253 sorted_placement = placement

254 else:

255 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

256 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

257 def test_mznmodel_scenario2_subtestcase2(self):

258 # generate the model

259 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'],

260 '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]],

261 '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]],

262 '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]],

263 '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']}],

264 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 20, 'jitter': 6}],

265 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

266 }

267

268 mg = MznModelGenerator(logging.getLogger(__name__))

269 test_mzn_model = mg.create_model(ns_placement_data)

270

271 # run the model

272 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'}]

273

274 mpc = MznPlacementConductor(logging.getLogger(__name__))

275 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']}])

276 # sort the result to ease assert with expected result

277 if not placement[0]:

278 sorted_placement = placement

279 else:

280 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

281 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

282 def test_mznmodel_scenario2_subtestcase3(self):

283 # generate the model

284 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'],

285 '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]],

286 '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]],

287 '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]],

288 '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']}],

289 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 20, 'jitter': 6}],

290 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

291 }

292

293 mg = MznModelGenerator(logging.getLogger(__name__))

294 test_mzn_model = mg.create_model(ns_placement_data)

295

296 # run the model

297 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'}]

298

299 mpc = MznPlacementConductor(logging.getLogger(__name__))

300 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']}])

301 # sort the result to ease assert with expected result

302 if not placement[0]:

303 sorted_placement = placement

304 else:

305 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

306 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

307 def test_mznmodel_scenario2_subtestcase4(self):

308 # generate the model

309 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'],

310 '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]],

311 '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]],

312 '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]],

313 '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']}],

314 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 20, 'jitter': 6}],

315 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

316 }

317

318 mg = MznModelGenerator(logging.getLogger(__name__))

319 test_mzn_model = mg.create_model(ns_placement_data)

320

321 # run the model

322 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'}]

323

324 mpc = MznPlacementConductor(logging.getLogger(__name__))

325 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']}])

326 # sort the result to ease assert with expected result

327 if not placement[0]:

328 sorted_placement = placement

329 else:

330 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

331 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

332 def test_mznmodel_scenario2_subtestcase5(self):

333 # generate the model

334 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'],

335 '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]],

336 '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]],

337 '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]],

338 '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']}],

339 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 20, 'jitter': 6}],

340 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

341 }

342

343 mg = MznModelGenerator(logging.getLogger(__name__))

344 test_mzn_model = mg.create_model(ns_placement_data)

345

346 # run the model

347 expected_result = [{}]

348

349 mpc = MznPlacementConductor(logging.getLogger(__name__))

350 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']}])

351 # sort the result to ease assert with expected result

352 if not placement[0]:

353 sorted_placement = placement

354 else:

355 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

356 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

357 def test_mznmodel_scenario2_subtestcase6(self):

358 # generate the model

359 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'],

360 '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]],

361 '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]],

362 '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]],

363 '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'}],

364 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 20}, {'cp_refs': ['2', '3'], 'latency': 20, 'jitter': 6}],

365 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

366 }

367

368 mg = MznModelGenerator(logging.getLogger(__name__))

369 test_mzn_model = mg.create_model(ns_placement_data)

370

371 # run the model

372 expected_result = [{}]

373

374 mpc = MznPlacementConductor(logging.getLogger(__name__))

375 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'}])

376 # sort the result to ease assert with expected result

377 if not placement[0]:

378 sorted_placement = placement

379 else:

380 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

381 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

382 def test_mznmodel_scenario3_subtestcase1(self):

383 # generate the model

384 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'],

385 '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]],

386 '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]],

387 '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]],

388 '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']}],

389 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 3}, {'cp_refs': ['2', '3'], 'latency': 25, 'jitter': 6}],

390 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

391 }

392

393 mg = MznModelGenerator(logging.getLogger(__name__))

394 test_mzn_model = mg.create_model(ns_placement_data)

395

396 # run the model

397 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'}]

398

399 mpc = MznPlacementConductor(logging.getLogger(__name__))

400 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']}])

401 # sort the result to ease assert with expected result

402 if not placement[0]:

403 sorted_placement = placement

404 else:

405 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

406 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

407 def test_mznmodel_scenario3_subtestcase2(self):

408 # generate the model

409 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'],

410 '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]],

411 '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]],

412 '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]],

413 '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']}],

414 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 3}, {'cp_refs': ['2', '3'], 'latency': 25, 'jitter': 6}],

415 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

416 }

417

418 mg = MznModelGenerator(logging.getLogger(__name__))

419 test_mzn_model = mg.create_model(ns_placement_data)

420

421 # run the model

422 expected_result = [{}]

423

424 mpc = MznPlacementConductor(logging.getLogger(__name__))

425 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']}])

426 # sort the result to ease assert with expected result

427 if not placement[0]:

428 sorted_placement = placement

429 else:

430 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

431 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

432 def test_mznmodel_scenario3_subtestcase3(self):

433 # generate the model

434 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'],

435 '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]],

436 '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]],

437 '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]],

438 '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']}],

439 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 3}, {'cp_refs': ['2', '3'], 'latency': 25, 'jitter': 6}],

440 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

441 }

442

443 mg = MznModelGenerator(logging.getLogger(__name__))

444 test_mzn_model = mg.create_model(ns_placement_data)

445

446 # run the model

447 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'}]

448

449 mpc = MznPlacementConductor(logging.getLogger(__name__))

450 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']}])

451 # sort the result to ease assert with expected result

452 if not placement[0]:

453 sorted_placement = placement

454 else:

455 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

456 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

457 def test_mznmodel_scenario3_subtestcase4(self):

458 # generate the model

459 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'],

460 '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]],

461 '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]],

462 '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]],

463 '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']}],

464 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 3}, {'cp_refs': ['2', '3'], 'latency': 25, 'jitter': 6}],

465 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

466 }

467

468 mg = MznModelGenerator(logging.getLogger(__name__))

469 test_mzn_model = mg.create_model(ns_placement_data)

470

471 # run the model

472 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'}]

473

474 mpc = MznPlacementConductor(logging.getLogger(__name__))

475 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']}])

476 # sort the result to ease assert with expected result

477 if not placement[0]:

478 sorted_placement = placement

479 else:

480 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

481 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

482 def test_mznmodel_scenario3_subtestcase5(self):

483 # generate the model

484 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'],

485 '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]],

486 '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]],

487 '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]],

488 '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'}],

489 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 3}, {'cp_refs': ['2', '3'], 'latency': 25, 'jitter': 6}],

490 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

491 }

492

493 mg = MznModelGenerator(logging.getLogger(__name__))

494 test_mzn_model = mg.create_model(ns_placement_data)

495

496 # run the model

497 expected_result = [{}]

498

499 mpc = MznPlacementConductor(logging.getLogger(__name__))

500 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'}])

501 # sort the result to ease assert with expected result

502 if not placement[0]:

503 sorted_placement = placement

504 else:

505 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

506 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

507 def test_mznmodel_scenario3_subtestcase6(self):

508 # generate the model

509 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'],

510 '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]],

511 '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]],

512 '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]],

513 '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']}],

514 'vld_desc' : [{'cp_refs': ['1', '2'], 'latency': 120, 'jitter': 3}, {'cp_refs': ['2', '3'], 'latency': 25, 'jitter': 6}],

515 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

516 }

517

518 mg = MznModelGenerator(logging.getLogger(__name__))

519 test_mzn_model = mg.create_model(ns_placement_data)

520

521 # run the model

522 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'}]

523

524 mpc = MznPlacementConductor(logging.getLogger(__name__))

525 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']}])

526 # sort the result to ease assert with expected result

527 if not placement[0]:

528 sorted_placement = placement

529 else:

530 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

531 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

532 def test_mznmodel_scenario4_subtestcase1(self):

533 # generate the model

534 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'],

535 '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]],

536 '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]],

537 '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]],

538 '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']}],

539 '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}],

540 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

541 }

542

543 mg = MznModelGenerator(logging.getLogger(__name__))

544 test_mzn_model = mg.create_model(ns_placement_data)

545

546 # run the model

547 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'}]

548

549 mpc = MznPlacementConductor(logging.getLogger(__name__))

550 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']}])

551 # sort the result to ease assert with expected result

552 if not placement[0]:

553 sorted_placement = placement

554 else:

555 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

556 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

557 def test_mznmodel_scenario4_subtestcase2(self):

558 # generate the model

559 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'],

560 '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]],

561 '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]],

562 '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]],

563 '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']}],

564 '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}],

565 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

566 }

567

568 mg = MznModelGenerator(logging.getLogger(__name__))

569 test_mzn_model = mg.create_model(ns_placement_data)

570

571 # run the model

572 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'}]

573

574 mpc = MznPlacementConductor(logging.getLogger(__name__))

575 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']}])

576 # sort the result to ease assert with expected result

577 if not placement[0]:

578 sorted_placement = placement

579 else:

580 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

581 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

582 def test_mznmodel_scenario4_subtestcase3(self):

583 # generate the model

584 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'],

585 '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]],

586 '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]],

587 '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]],

588 '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'}],

589 '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}],

590 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

591 }

592

593 mg = MznModelGenerator(logging.getLogger(__name__))

594 test_mzn_model = mg.create_model(ns_placement_data)

595

596 # run the model

597 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'}]

598

599 mpc = MznPlacementConductor(logging.getLogger(__name__))

600 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'}])

601 # sort the result to ease assert with expected result

602 if not placement[0]:

603 sorted_placement = placement

604 else:

605 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

606 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

607 def test_mznmodel_scenario4_subtestcase4(self):

608 # generate the model

609 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'],

610 '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]],

611 '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]],

612 '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]],

613 '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']}],

614 '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}],

615 'generator_data': {'file': __file__ ,'time': datetime.datetime.now()}

616 }

617

618 mg = MznModelGenerator(logging.getLogger(__name__))

619 test_mzn_model = mg.create_model(ns_placement_data)

620

621 # run the model

622 expected_result = [{}]

623

624 mpc = MznPlacementConductor(logging.getLogger(__name__))

625 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']}])

626 # sort the result to ease assert with expected result

627 if not placement[0]:

628 sorted_placement = placement

629 else:

630 sorted_placement = sorted(placement, key=lambda k: k['member-vnf-index'])

631 self.assertEqual(expected_result, sorted_placement, 'Faulty syntax or content')

Coverage for osm_pla/test/test_mznmodels.py: 91%

269 statements