| osm_pla/test/test_mznModelGenerator.py |
|---|
| 1 |
|
# Copyright 2020 ArctosLabs Scandinavia AB |
| 2 |
|
# |
| 3 |
|
# Licensed under the Apache License, Version 2.0 (the "License"); |
| 4 |
|
# you may not use this file except in compliance with the License. |
| 5 |
|
# You may obtain a copy of the License at |
| 6 |
|
# |
| 7 |
|
# http://www.apache.org/licenses/LICENSE-2.0 |
| 8 |
|
# |
| 9 |
|
# Unless required by applicable law or agreed to in writing, software |
| 10 |
|
# distributed under the License is distributed on an "AS IS" BASIS, |
| 11 |
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or |
| 12 |
|
# implied. |
| 13 |
|
# See the License for the specific language governing permissions and |
| 14 |
|
# limitations under the License. |
| 15 |
1 |
import datetime |
| 16 |
1 |
import logging |
| 17 |
|
|
| 18 |
|
# import unittest |
| 19 |
1 |
from unittest import TestCase |
| 20 |
|
|
| 21 |
|
# import random |
| 22 |
|
# from operator import itemgetter |
| 23 |
1 |
import re |
| 24 |
|
|
| 25 |
1 |
from jinja2 import Template |
| 26 |
|
|
| 27 |
1 |
from osm_pla.placement.mznplacement import MznModelGenerator |
| 28 |
|
|
| 29 |
1 |
test_ns_placement_data_str = { |
| 30 |
|
"vim_accounts": [ |
| 31 |
|
"vim" + vim_account.replace("-", "_") |
| 32 |
|
for vim_account in [ |
| 33 |
|
"aaaaaaaa-38f5-438d-b8ee-3f93b3531f87", |
| 34 |
|
"bbbbbbbb-38f5-438d-b8ee-3f93b3531f87", |
| 35 |
|
"cccccccc-ed84-4e49-b5df-a9d117bd731f", |
| 36 |
|
"dddddddd-ed84-4e49-b5df-a9d117bd731f", |
| 37 |
|
"eeeeeeee-38f5-438d-b8ee-3f93b3531f87", |
| 38 |
|
] |
| 39 |
|
], |
| 40 |
|
"trp_link_latency": [ |
| 41 |
|
[0, 50, 100, 150, 200], |
| 42 |
|
[0, 0, 100, 150, 200], |
| 43 |
|
[0, 0, 0, 150, 200], |
| 44 |
|
[0, 0, 0, 0, 200], |
| 45 |
|
[0, 0, 0, 0, 0], |
| 46 |
|
], |
| 47 |
|
"trp_link_jitter": [ |
| 48 |
|
[0, 5, 10, 15, 20], |
| 49 |
|
[0, 0, 10, 15, 20], |
| 50 |
|
[0, 0, 0, 15, 20], |
| 51 |
|
[0, 0, 0, 0, 20], |
| 52 |
|
[0, 0, 0, 0, 0], |
| 53 |
|
], |
| 54 |
|
"trp_link_price_list": [ |
| 55 |
|
[0, 5, 6, 6, 7], |
| 56 |
|
[0, 0, 6, 6, 7], |
| 57 |
|
[0, 0, 0, 6, 7], |
| 58 |
|
[0, 0, 0, 0, 7], |
| 59 |
|
[0, 0, 0, 0, 0], |
| 60 |
|
], |
| 61 |
|
"ns_desc": [ |
| 62 |
|
{"vnf_id": "one", "vnf_price_per_vim": [50, 51, 52, 53, 54]}, |
| 63 |
|
{"vnf_id": "two", "vnf_price_per_vim": [20, 21, 22, 23, 24]}, |
| 64 |
|
{"vnf_id": "three", "vnf_price_per_vim": [70, 71, 72, 73, 74]}, |
| 65 |
|
{"vnf_id": "four", "vnf_price_per_vim": [40, 41, 42, 43, 44]}, |
| 66 |
|
], |
| 67 |
|
"vld_desc": [ |
| 68 |
|
{"cp_refs": ["one", "two"], "latency": 150, "jitter": 30}, |
| 69 |
|
{"cp_refs": ["two", "three"], "latency": 140, "jitter": 30}, |
| 70 |
|
{"cp_refs": ["three", "four"], "latency": 130, "jitter": 30}, |
| 71 |
|
], |
| 72 |
|
"generator_data": {"file": __file__, "time": datetime.datetime.now()}, |
| 73 |
|
} |
| 74 |
|
|
| 75 |
1 |
test_ns_placement_data_str_no_vld_constraints = { |
| 76 |
|
"vim_accounts": [ |
| 77 |
|
"vim" + vim_account.replace("-", "_") |
| 78 |
|
for vim_account in [ |
| 79 |
|
"aaaaaaaa-38f5-438d-b8ee-3f93b3531f87", |
| 80 |
|
"bbbbbbbb-38f5-438d-b8ee-3f93b3531f87", |
| 81 |
|
"cccccccc-ed84-4e49-b5df-a9d117bd731f", |
| 82 |
|
"dddddddd-ed84-4e49-b5df-a9d117bd731f", |
| 83 |
|
"eeeeeeee-38f5-438d-b8ee-3f93b3531f87", |
| 84 |
|
] |
| 85 |
|
], |
| 86 |
|
"trp_link_latency": [ |
| 87 |
|
[0, 50, 100, 150, 200], |
| 88 |
|
[0, 0, 100, 150, 200], |
| 89 |
|
[0, 0, 0, 150, 200], |
| 90 |
|
[0, 0, 0, 0, 200], |
| 91 |
|
[0, 0, 0, 0, 0], |
| 92 |
|
], |
| 93 |
|
"trp_link_jitter": [ |
| 94 |
|
[0, 5, 10, 15, 20], |
| 95 |
|
[0, 0, 10, 15, 20], |
| 96 |
|
[0, 0, 0, 15, 20], |
| 97 |
|
[0, 0, 0, 0, 20], |
| 98 |
|
[0, 0, 0, 0, 0], |
| 99 |
|
], |
| 100 |
|
"trp_link_price_list": [ |
| 101 |
|
[0, 5, 6, 6, 7], |
| 102 |
|
[0, 0, 6, 6, 7], |
| 103 |
|
[0, 0, 0, 6, 7], |
| 104 |
|
[0, 0, 0, 0, 7], |
| 105 |
|
[0, 0, 0, 0, 0], |
| 106 |
|
], |
| 107 |
|
"ns_desc": [ |
| 108 |
|
{"vnf_id": "one", "vnf_price_per_vim": [50, 51, 52, 53, 54]}, |
| 109 |
|
{"vnf_id": "two", "vnf_price_per_vim": [20, 21, 22, 23, 24]}, |
| 110 |
|
{"vnf_id": "three", "vnf_price_per_vim": [70, 71, 72, 73, 74]}, |
| 111 |
|
{"vnf_id": "four", "vnf_price_per_vim": [40, 41, 42, 43, 44]}, |
| 112 |
|
], |
| 113 |
|
"vld_desc": [ |
| 114 |
|
{"cp_refs": ["one", "two"]}, |
| 115 |
|
{"cp_refs": ["two", "three"]}, |
| 116 |
|
{"cp_refs": ["three", "four"]}, |
| 117 |
|
], |
| 118 |
|
"generator_data": {"file": __file__, "time": datetime.datetime.now()}, |
| 119 |
|
} |
| 120 |
|
|
| 121 |
1 |
test_ns_placement_data = { |
| 122 |
|
"vim_accounts": [ |
| 123 |
|
"vim" + vim_account.replace("-", "_") |
| 124 |
|
for vim_account in [ |
| 125 |
|
"aaaaaaaa-38f5-438d-b8ee-3f93b3531f87", |
| 126 |
|
"bbbbbbbb-38f5-438d-b8ee-3f93b3531f87", |
| 127 |
|
"cccccccc-ed84-4e49-b5df-a9d117bd731f", |
| 128 |
|
"dddddddd-ed84-4e49-b5df-a9d117bd731f", |
| 129 |
|
"eeeeeeee-38f5-438d-b8ee-3f93b3531f87", |
| 130 |
|
] |
| 131 |
|
], |
| 132 |
|
"trp_link_latency": [ |
| 133 |
|
[0, 50, 100, 150, 200], |
| 134 |
|
[0, 0, 100, 150, 200], |
| 135 |
|
[0, 0, 0, 150, 200], |
| 136 |
|
[0, 0, 0, 0, 200], |
| 137 |
|
[0, 0, 0, 0, 0], |
| 138 |
|
], |
| 139 |
|
"trp_link_jitter": [ |
| 140 |
|
[0, 5, 10, 15, 20], |
| 141 |
|
[0, 0, 10, 15, 20], |
| 142 |
|
[0, 0, 0, 15, 20], |
| 143 |
|
[0, 0, 0, 0, 20], |
| 144 |
|
[0, 0, 0, 0, 0], |
| 145 |
|
], |
| 146 |
|
"trp_link_price_list": [ |
| 147 |
|
[0, 5, 6, 6, 7], |
| 148 |
|
[0, 0, 6, 6, 7], |
| 149 |
|
[0, 0, 0, 6, 7], |
| 150 |
|
[0, 0, 0, 0, 7], |
| 151 |
|
[0, 0, 0, 0, 0], |
| 152 |
|
], |
| 153 |
|
"ns_desc": [ |
| 154 |
|
{"vnf_id": "1", "vnf_price_per_vim": [50, 51, 52, 53, 54]}, |
| 155 |
|
{"vnf_id": "2", "vnf_price_per_vim": [20, 21, 22, 23, 24]}, |
| 156 |
|
{"vnf_id": "3", "vnf_price_per_vim": [70, 71, 72, 73, 74]}, |
| 157 |
|
{"vnf_id": "4", "vnf_price_per_vim": [40, 41, 42, 43, 44]}, |
| 158 |
|
], |
| 159 |
|
"vld_desc": [ |
| 160 |
|
{"cp_refs": ["1", "2"], "latency": 150, "jitter": 30}, |
| 161 |
|
{"cp_refs": ["2", "3"], "latency": 140, "jitter": 30}, |
| 162 |
|
{"cp_refs": ["3", "4"], "latency": 130, "jitter": 30}, |
| 163 |
|
], |
| 164 |
|
"generator_data": {"file": __file__, "time": datetime.datetime.now()}, |
| 165 |
|
} |
| 166 |
|
|
| 167 |
1 |
test_ns_placement_data_w_pinning = { |
| 168 |
|
"vim_accounts": [ |
| 169 |
|
"vim" + vim_account.replace("-", "_") |
| 170 |
|
for vim_account in [ |
| 171 |
|
"aaaaaaaa-38f5-438d-b8ee-3f93b3531f87", |
| 172 |
|
"bbbbbbbb-38f5-438d-b8ee-3f93b3531f87", |
| 173 |
|
"cccccccc-ed84-4e49-b5df-a9d117bd731f", |
| 174 |
|
"dddddddd-ed84-4e49-b5df-a9d117bd731f", |
| 175 |
|
"eeeeeeee-38f5-438d-b8ee-3f93b3531f87", |
| 176 |
|
] |
| 177 |
|
], |
| 178 |
|
"trp_link_latency": [ |
| 179 |
|
[0, 50, 100, 150, 200], |
| 180 |
|
[0, 0, 100, 150, 200], |
| 181 |
|
[0, 0, 0, 150, 200], |
| 182 |
|
[0, 0, 0, 0, 200], |
| 183 |
|
[0, 0, 0, 0, 0], |
| 184 |
|
], |
| 185 |
|
"trp_link_jitter": [ |
| 186 |
|
[0, 5, 10, 15, 20], |
| 187 |
|
[0, 0, 10, 15, 20], |
| 188 |
|
[0, 0, 0, 15, 20], |
| 189 |
|
[0, 0, 0, 0, 20], |
| 190 |
|
[0, 0, 0, 0, 0], |
| 191 |
|
], |
| 192 |
|
"trp_link_price_list": [ |
| 193 |
|
[0, 5, 6, 6, 7], |
| 194 |
|
[0, 0, 6, 6, 7], |
| 195 |
|
[0, 0, 0, 6, 7], |
| 196 |
|
[0, 0, 0, 0, 7], |
| 197 |
|
[0, 0, 0, 0, 0], |
| 198 |
|
], |
| 199 |
|
"ns_desc": [ |
| 200 |
|
{"vnf_id": "1", "vnf_price_per_vim": [50, 51, 52, 53, 54]}, |
| 201 |
|
{ |
| 202 |
|
"vnf_id": "2", |
| 203 |
|
"vnf_price_per_vim": [20, 21, 22, 23, 24], |
| 204 |
|
"vim_account": "vimeeeeeeee_38f5_438d_b8ee_3f93b3531f87", |
| 205 |
|
}, |
| 206 |
|
{"vnf_id": "3", "vnf_price_per_vim": [70, 71, 72, 73, 74]}, |
| 207 |
|
{ |
| 208 |
|
"vnf_id": "4", |
| 209 |
|
"vnf_price_per_vim": [40, 41, 42, 43, 44], |
| 210 |
|
"vim_account": "vimcccccccc_ed84_4e49_b5df_a9d117bd731f", |
| 211 |
|
}, |
| 212 |
|
], |
| 213 |
|
"vld_desc": [ |
| 214 |
|
{"cp_refs": ["1", "2"], "latency": 150, "jitter": 30}, |
| 215 |
|
{"cp_refs": ["2", "3"], "latency": 140, "jitter": 30}, |
| 216 |
|
{"cp_refs": ["3", "4"], "latency": 130, "jitter": 30}, |
| 217 |
|
], |
| 218 |
|
"generator_data": {"file": __file__, "time": datetime.datetime.now()}, |
| 219 |
|
} |
| 220 |
|
|
| 221 |
1 |
test_ns_placement_data_w_pinning_str = { |
| 222 |
|
"vim_accounts": [ |
| 223 |
|
"vim" + vim_account.replace("-", "_") |
| 224 |
|
for vim_account in [ |
| 225 |
|
"aaaaaaaa-38f5-438d-b8ee-3f93b3531f87", |
| 226 |
|
"bbbbbbbb-38f5-438d-b8ee-3f93b3531f87", |
| 227 |
|
"cccccccc-ed84-4e49-b5df-a9d117bd731f", |
| 228 |
|
"dddddddd-ed84-4e49-b5df-a9d117bd731f", |
| 229 |
|
"eeeeeeee-38f5-438d-b8ee-3f93b3531f87", |
| 230 |
|
] |
| 231 |
|
], |
| 232 |
|
"trp_link_latency": [ |
| 233 |
|
[0, 50, 100, 150, 200], |
| 234 |
|
[0, 0, 100, 150, 200], |
| 235 |
|
[0, 0, 0, 150, 200], |
| 236 |
|
[0, 0, 0, 0, 200], |
| 237 |
|
[0, 0, 0, 0, 0], |
| 238 |
|
], |
| 239 |
|
"trp_link_jitter": [ |
| 240 |
|
[0, 5, 10, 15, 20], |
| 241 |
|
[0, 0, 10, 15, 20], |
| 242 |
|
[0, 0, 0, 15, 20], |
| 243 |
|
[0, 0, 0, 0, 20], |
| 244 |
|
[0, 0, 0, 0, 0], |
| 245 |
|
], |
| 246 |
|
"trp_link_price_list": [ |
| 247 |
|
[0, 5, 6, 6, 7], |
| 248 |
|
[0, 0, 6, 6, 7], |
| 249 |
|
[0, 0, 0, 6, 7], |
| 250 |
|
[0, 0, 0, 0, 7], |
| 251 |
|
[0, 0, 0, 0, 0], |
| 252 |
|
], |
| 253 |
|
"ns_desc": [ |
| 254 |
|
{"vnf_id": "one", "vnf_price_per_vim": [50, 51, 52, 53, 54]}, |
| 255 |
|
{ |
| 256 |
|
"vnf_id": "two", |
| 257 |
|
"vnf_price_per_vim": [20, 21, 22, 23, 24], |
| 258 |
|
"vim_account": "vimeeeeeeee_38f5_438d_b8ee_3f93b3531f87", |
| 259 |
|
}, |
| 260 |
|
{"vnf_id": "three", "vnf_price_per_vim": [70, 71, 72, 73, 74]}, |
| 261 |
|
{ |
| 262 |
|
"vnf_id": "four", |
| 263 |
|
"vnf_price_per_vim": [40, 41, 42, 43, 44], |
| 264 |
|
"vim_account": "vimcccccccc_ed84_4e49_b5df_a9d117bd731f", |
| 265 |
|
}, |
| 266 |
|
], |
| 267 |
|
"vld_desc": [ |
| 268 |
|
{"cp_refs": ["one", "two"], "latency": 150, "jitter": 30}, |
| 269 |
|
{"cp_refs": ["two", "three"], "latency": 140, "jitter": 30}, |
| 270 |
|
{"cp_refs": ["three", "four"], "latency": 130, "jitter": 30}, |
| 271 |
|
], |
| 272 |
|
"generator_data": {"file": __file__, "time": datetime.datetime.now()}, |
| 273 |
|
} |
| 274 |
|
|
| 275 |
1 |
test_ns_placement_data_str_no_vld = { |
| 276 |
|
"vim_accounts": [ |
| 277 |
|
"vim" + vim_account.replace("-", "_") |
| 278 |
|
for vim_account in [ |
| 279 |
|
"aaaaaaaa-38f5-438d-b8ee-3f93b3531f87", |
| 280 |
|
"bbbbbbbb-38f5-438d-b8ee-3f93b3531f87", |
| 281 |
|
"cccccccc-ed84-4e49-b5df-a9d117bd731f", |
| 282 |
|
"dddddddd-ed84-4e49-b5df-a9d117bd731f", |
| 283 |
|
"eeeeeeee-38f5-438d-b8ee-3f93b3531f87", |
| 284 |
|
] |
| 285 |
|
], |
| 286 |
|
"trp_link_latency": [ |
| 287 |
|
[0, 50, 100, 150, 200], |
| 288 |
|
[0, 0, 100, 150, 200], |
| 289 |
|
[0, 0, 0, 150, 200], |
| 290 |
|
[0, 0, 0, 0, 200], |
| 291 |
|
[0, 0, 0, 0, 0], |
| 292 |
|
], |
| 293 |
|
"trp_link_jitter": [ |
| 294 |
|
[0, 5, 10, 15, 20], |
| 295 |
|
[0, 0, 10, 15, 20], |
| 296 |
|
[0, 0, 0, 15, 20], |
| 297 |
|
[0, 0, 0, 0, 20], |
| 298 |
|
[0, 0, 0, 0, 0], |
| 299 |
|
], |
| 300 |
|
"trp_link_price_list": [ |
| 301 |
|
[0, 5, 6, 6, 7], |
| 302 |
|
[0, 0, 6, 6, 7], |
| 303 |
|
[0, 0, 0, 6, 7], |
| 304 |
|
[0, 0, 0, 0, 7], |
| 305 |
|
[0, 0, 0, 0, 0], |
| 306 |
|
], |
| 307 |
|
"ns_desc": [{"vnf_id": "one", "vnf_price_per_vim": [50, 51, 52, 53, 54]}], |
| 308 |
|
"vld_desc": [], |
| 309 |
|
"generator_data": {"file": __file__, "time": datetime.datetime.now()}, |
| 310 |
|
} |
| 311 |
|
|
| 312 |
1 |
expected_model_fragment = """ |
| 313 |
|
%This is the NETWORK RESOURCE MODEL |
| 314 |
|
enum Vims = { |
| 315 |
|
vimaaaaaaaa_38f5_438d_b8ee_3f93b3531f87, |
| 316 |
|
vimbbbbbbbb_38f5_438d_b8ee_3f93b3531f87, |
| 317 |
|
vimcccccccc_ed84_4e49_b5df_a9d117bd731f, |
| 318 |
|
vimdddddddd_ed84_4e49_b5df_a9d117bd731f, |
| 319 |
|
vimeeeeeeee_38f5_438d_b8ee_3f93b3531f87}; % The vim-accounts |
| 320 |
|
array[Vims, Vims] of int: trp_link_latency = [|0,50,100,150,200, |
| 321 |
|
|0,0,100,150,200, |
| 322 |
|
|0,0,0,150,200, |
| 323 |
|
|0,0,0,0,200, |
| 324 |
|
|0,0,0,0,0, |
| 325 |
|
|]; % Transport link latency between data centers |
| 326 |
|
array[Vims, Vims] of int: trp_link_jitter = [|0,5,10,15,20, |
| 327 |
|
|0,0,10,15,20, |
| 328 |
|
|0,0,0,15,20, |
| 329 |
|
|0,0,0,0,20, |
| 330 |
|
|0,0,0,0,0, |
| 331 |
|
|]; % Transport link jitter between data centers |
| 332 |
|
array[Vims, Vims] of int: trp_link_price_list = [|0,5,6,6,7, |
| 333 |
|
|0,0,6,6,7, |
| 334 |
|
|0,0,0,6,7, |
| 335 |
|
|0,0,0,0,7, |
| 336 |
|
|0,0,0,0,0, |
| 337 |
|
|]; % Transport link price list |
| 338 |
|
array[Vims] of int: vim_price_list_1 = [50,51,52,53,54]; |
| 339 |
|
array[Vims] of int: vim_price_list_2 = [20,21,22,23,24]; |
| 340 |
|
array[Vims] of int: vim_price_list_3 = [70,71,72,73,74]; |
| 341 |
|
array[Vims] of int: vim_price_list_4 = [40,41,42,43,44]; |
| 342 |
|
|
| 343 |
|
|
| 344 |
|
% This is the NETWORK BASIC LOAD MODEL (CONSUMED) |
| 345 |
|
% NOTE. This is not applicable in OSM Release 7 |
| 346 |
|
|
| 347 |
|
% This is the SERVICE CONSUMPTION MODEL |
| 348 |
|
% These are the variables, i.e. which DC to select for each VNF |
| 349 |
|
var Vims: VNF1; |
| 350 |
|
var Vims: VNF2; |
| 351 |
|
var Vims: VNF3; |
| 352 |
|
var Vims: VNF4; |
| 353 |
|
|
| 354 |
|
|
| 355 |
|
% These are the set of rules for selecting DCs to VNFs |
| 356 |
|
constraint trp_link_latency[VNF1, VNF2] <= 150; |
| 357 |
|
constraint trp_link_latency[VNF2, VNF3] <= 140; |
| 358 |
|
constraint trp_link_latency[VNF3, VNF4] <= 130; |
| 359 |
|
constraint trp_link_jitter[VNF1, VNF2] <= 30; |
| 360 |
|
constraint trp_link_jitter[VNF2, VNF3] <= 30; |
| 361 |
|
constraint trp_link_jitter[VNF3, VNF4] <= 30; |
| 362 |
|
|
| 363 |
|
% Calculate the cost for VNFs and cost for transport link and total cost |
| 364 |
|
var int: used_transport_cost =trp_link_price_list[VNF1, VNF2]+ |
| 365 |
|
trp_link_price_list[VNF2, VNF3]+ |
| 366 |
|
trp_link_price_list[VNF3, VNF4]; |
| 367 |
|
|
| 368 |
|
var int: used_vim_cost =vim_price_list_1[VNF1]+ |
| 369 |
|
vim_price_list_2[VNF2]+ |
| 370 |
|
vim_price_list_3[VNF3]+ |
| 371 |
|
vim_price_list_4[VNF4]; |
| 372 |
|
|
| 373 |
|
var int: total_cost = used_transport_cost + used_vim_cost; |
| 374 |
|
|
| 375 |
|
solve minimize total_cost; |
| 376 |
|
""" |
| 377 |
1 |
expected_model_fragment_str = """ |
| 378 |
|
%This is the NETWORK RESOURCE MODEL |
| 379 |
|
enum Vims = { |
| 380 |
|
vimaaaaaaaa_38f5_438d_b8ee_3f93b3531f87, |
| 381 |
|
vimbbbbbbbb_38f5_438d_b8ee_3f93b3531f87, |
| 382 |
|
vimcccccccc_ed84_4e49_b5df_a9d117bd731f, |
| 383 |
|
vimdddddddd_ed84_4e49_b5df_a9d117bd731f, |
| 384 |
|
vimeeeeeeee_38f5_438d_b8ee_3f93b3531f87}; % The vim-accounts |
| 385 |
|
array[Vims, Vims] of int: trp_link_latency = [|0,50,100,150,200, |
| 386 |
|
|0,0,100,150,200, |
| 387 |
|
|0,0,0,150,200, |
| 388 |
|
|0,0,0,0,200, |
| 389 |
|
|0,0,0,0,0, |
| 390 |
|
|]; % Transport link latency between data centers |
| 391 |
|
array[Vims, Vims] of int: trp_link_jitter = [|0,5,10,15,20, |
| 392 |
|
|0,0,10,15,20, |
| 393 |
|
|0,0,0,15,20, |
| 394 |
|
|0,0,0,0,20, |
| 395 |
|
|0,0,0,0,0, |
| 396 |
|
|]; % Transport link jitter between data centers |
| 397 |
|
array[Vims, Vims] of int: trp_link_price_list = [|0,5,6,6,7, |
| 398 |
|
|0,0,6,6,7, |
| 399 |
|
|0,0,0,6,7, |
| 400 |
|
|0,0,0,0,7, |
| 401 |
|
|0,0,0,0,0, |
| 402 |
|
|]; % Transport link price list |
| 403 |
|
array[Vims] of int: vim_price_list_one = [50,51,52,53,54]; |
| 404 |
|
array[Vims] of int: vim_price_list_two = [20,21,22,23,24]; |
| 405 |
|
array[Vims] of int: vim_price_list_three = [70,71,72,73,74]; |
| 406 |
|
array[Vims] of int: vim_price_list_four = [40,41,42,43,44]; |
| 407 |
|
|
| 408 |
|
|
| 409 |
|
% This is the NETWORK BASIC LOAD MODEL (CONSUMED) |
| 410 |
|
% NOTE. This is not applicable in OSM Release 7 |
| 411 |
|
|
| 412 |
|
% This is the SERVICE CONSUMPTION MODEL |
| 413 |
|
% These are the variables, i.e. which DC to select for each VNF |
| 414 |
|
var Vims: VNFone; |
| 415 |
|
var Vims: VNFtwo; |
| 416 |
|
var Vims: VNFthree; |
| 417 |
|
var Vims: VNFfour; |
| 418 |
|
|
| 419 |
|
|
| 420 |
|
% These are the set of rules for selecting DCs to VNFs |
| 421 |
|
constraint trp_link_latency[VNFone, VNFtwo] <= 150; |
| 422 |
|
constraint trp_link_latency[VNFtwo, VNFthree] <= 140; |
| 423 |
|
constraint trp_link_latency[VNFthree, VNFfour] <= 130; |
| 424 |
|
constraint trp_link_jitter[VNFone, VNFtwo] <= 30; |
| 425 |
|
constraint trp_link_jitter[VNFtwo, VNFthree] <= 30; |
| 426 |
|
constraint trp_link_jitter[VNFthree, VNFfour] <= 30; |
| 427 |
|
|
| 428 |
|
% Calculate the cost for VNFs and cost for transport link and total cost |
| 429 |
|
var int: used_transport_cost =trp_link_price_list[VNFone, VNFtwo]+ |
| 430 |
|
trp_link_price_list[VNFtwo, VNFthree]+ |
| 431 |
|
trp_link_price_list[VNFthree, VNFfour]; |
| 432 |
|
|
| 433 |
|
var int: used_vim_cost =vim_price_list_one[VNFone]+ |
| 434 |
|
vim_price_list_two[VNFtwo]+ |
| 435 |
|
vim_price_list_three[VNFthree]+ |
| 436 |
|
vim_price_list_four[VNFfour]; |
| 437 |
|
|
| 438 |
|
var int: total_cost = used_transport_cost + used_vim_cost; |
| 439 |
|
|
| 440 |
|
solve minimize total_cost; |
| 441 |
|
""" |
| 442 |
|
|
| 443 |
1 |
expected_model_fragment_str_no_vld_constraints = """ |
| 444 |
|
%This is the NETWORK RESOURCE MODEL |
| 445 |
|
enum Vims = { |
| 446 |
|
vimaaaaaaaa_38f5_438d_b8ee_3f93b3531f87, |
| 447 |
|
vimbbbbbbbb_38f5_438d_b8ee_3f93b3531f87, |
| 448 |
|
vimcccccccc_ed84_4e49_b5df_a9d117bd731f, |
| 449 |
|
vimdddddddd_ed84_4e49_b5df_a9d117bd731f, |
| 450 |
|
vimeeeeeeee_38f5_438d_b8ee_3f93b3531f87}; % The vim-accounts |
| 451 |
|
array[Vims, Vims] of int: trp_link_latency = [|0,50,100,150,200, |
| 452 |
|
|0,0,100,150,200, |
| 453 |
|
|0,0,0,150,200, |
| 454 |
|
|0,0,0,0,200, |
| 455 |
|
|0,0,0,0,0, |
| 456 |
|
|]; % Transport link latency between data centers |
| 457 |
|
array[Vims, Vims] of int: trp_link_jitter = [|0,5,10,15,20, |
| 458 |
|
|0,0,10,15,20, |
| 459 |
|
|0,0,0,15,20, |
| 460 |
|
|0,0,0,0,20, |
| 461 |
|
|0,0,0,0,0, |
| 462 |
|
|]; % Transport link jitter between data centers |
| 463 |
|
array[Vims, Vims] of int: trp_link_price_list = [|0,5,6,6,7, |
| 464 |
|
|0,0,6,6,7, |
| 465 |
|
|0,0,0,6,7, |
| 466 |
|
|0,0,0,0,7, |
| 467 |
|
|0,0,0,0,0, |
| 468 |
|
|]; % Transport link price list |
| 469 |
|
array[Vims] of int: vim_price_list_one = [50,51,52,53,54]; |
| 470 |
|
array[Vims] of int: vim_price_list_two = [20,21,22,23,24]; |
| 471 |
|
array[Vims] of int: vim_price_list_three = [70,71,72,73,74]; |
| 472 |
|
array[Vims] of int: vim_price_list_four = [40,41,42,43,44]; |
| 473 |
|
|
| 474 |
|
|
| 475 |
|
% This is the NETWORK BASIC LOAD MODEL (CONSUMED) |
| 476 |
|
% NOTE. This is not applicable in OSM Release 7 |
| 477 |
|
|
| 478 |
|
% This is the SERVICE CONSUMPTION MODEL |
| 479 |
|
% These are the variables, i.e. which DC to select for each VNF |
| 480 |
|
var Vims: VNFone; |
| 481 |
|
var Vims: VNFtwo; |
| 482 |
|
var Vims: VNFthree; |
| 483 |
|
var Vims: VNFfour; |
| 484 |
|
|
| 485 |
|
|
| 486 |
|
% These are the set of rules for selecting DCs to VNFs |
| 487 |
|
|
| 488 |
|
% Calculate the cost for VNFs and cost for transport link and total cost |
| 489 |
|
var int: used_transport_cost =trp_link_price_list[VNFone, VNFtwo]+ |
| 490 |
|
trp_link_price_list[VNFtwo, VNFthree]+ |
| 491 |
|
trp_link_price_list[VNFthree, VNFfour]; |
| 492 |
|
|
| 493 |
|
var int: used_vim_cost =vim_price_list_one[VNFone]+ |
| 494 |
|
vim_price_list_two[VNFtwo]+ |
| 495 |
|
vim_price_list_three[VNFthree]+ |
| 496 |
|
vim_price_list_four[VNFfour]; |
| 497 |
|
|
| 498 |
|
var int: total_cost = used_transport_cost + used_vim_cost; |
| 499 |
|
|
| 500 |
|
solve minimize total_cost; |
| 501 |
|
""" |
| 502 |
|
|
| 503 |
1 |
expected_model_fragment_w_pinning = """ |
| 504 |
|
%This is the NETWORK RESOURCE MODEL |
| 505 |
|
enum Vims = { |
| 506 |
|
vimaaaaaaaa_38f5_438d_b8ee_3f93b3531f87, |
| 507 |
|
vimbbbbbbbb_38f5_438d_b8ee_3f93b3531f87, |
| 508 |
|
vimcccccccc_ed84_4e49_b5df_a9d117bd731f, |
| 509 |
|
vimdddddddd_ed84_4e49_b5df_a9d117bd731f, |
| 510 |
|
vimeeeeeeee_38f5_438d_b8ee_3f93b3531f87}; % The vim-accounts |
| 511 |
|
array[Vims, Vims] of int: trp_link_latency = [|0,50,100,150,200, |
| 512 |
|
|0,0,100,150,200, |
| 513 |
|
|0,0,0,150,200, |
| 514 |
|
|0,0,0,0,200, |
| 515 |
|
|0,0,0,0,0, |
| 516 |
|
|]; % Transport link latency between data centers |
| 517 |
|
array[Vims, Vims] of int: trp_link_jitter = [|0,5,10,15,20, |
| 518 |
|
|0,0,10,15,20, |
| 519 |
|
|0,0,0,15,20, |
| 520 |
|
|0,0,0,0,20, |
| 521 |
|
|0,0,0,0,0, |
| 522 |
|
|]; % Transport link jitter between data centers |
| 523 |
|
array[Vims, Vims] of int: trp_link_price_list = [|0,5,6,6,7, |
| 524 |
|
|0,0,6,6,7, |
| 525 |
|
|0,0,0,6,7, |
| 526 |
|
|0,0,0,0,7, |
| 527 |
|
|0,0,0,0,0, |
| 528 |
|
|]; % Transport link price list |
| 529 |
|
array[Vims] of int: vim_price_list_1 = [50,51,52,53,54]; |
| 530 |
|
array[Vims] of int: vim_price_list_2 = [20,21,22,23,24]; |
| 531 |
|
array[Vims] of int: vim_price_list_3 = [70,71,72,73,74]; |
| 532 |
|
array[Vims] of int: vim_price_list_4 = [40,41,42,43,44]; |
| 533 |
|
|
| 534 |
|
|
| 535 |
|
% This is the NETWORK BASIC LOAD MODEL (CONSUMED) |
| 536 |
|
% NOTE. This is not applicable in OSM Release 7 |
| 537 |
|
|
| 538 |
|
% This is the SERVICE CONSUMPTION MODEL |
| 539 |
|
% These are the variables, i.e. which DC to select for each VNF |
| 540 |
|
var Vims: VNF1; |
| 541 |
|
Vims: VNF2 = vimeeeeeeee_38f5_438d_b8ee_3f93b3531f87; |
| 542 |
|
var Vims: VNF3; |
| 543 |
|
Vims: VNF4 = vimcccccccc_ed84_4e49_b5df_a9d117bd731f; |
| 544 |
|
|
| 545 |
|
|
| 546 |
|
% These are the set of rules for selecting DCs to VNFs |
| 547 |
|
constraint trp_link_latency[VNF1, VNF2] <= 150; |
| 548 |
|
constraint trp_link_latency[VNF2, VNF3] <= 140; |
| 549 |
|
constraint trp_link_latency[VNF3, VNF4] <= 130; |
| 550 |
|
constraint trp_link_jitter[VNF1, VNF2] <= 30; |
| 551 |
|
constraint trp_link_jitter[VNF2, VNF3] <= 30; |
| 552 |
|
constraint trp_link_jitter[VNF3, VNF4] <= 30; |
| 553 |
|
|
| 554 |
|
% Calculate the cost for VNFs and cost for transport link and total cost |
| 555 |
|
var int: used_transport_cost =trp_link_price_list[VNF1, VNF2]+ |
| 556 |
|
trp_link_price_list[VNF2, VNF3]+ |
| 557 |
|
trp_link_price_list[VNF3, VNF4]; |
| 558 |
|
|
| 559 |
|
var int: used_vim_cost =vim_price_list_1[VNF1]+ |
| 560 |
|
vim_price_list_2[VNF2]+ |
| 561 |
|
vim_price_list_3[VNF3]+ |
| 562 |
|
vim_price_list_4[VNF4]; |
| 563 |
|
|
| 564 |
|
var int: total_cost = used_transport_cost + used_vim_cost; |
| 565 |
|
|
| 566 |
|
solve minimize total_cost; |
| 567 |
|
""" |
| 568 |
|
|
| 569 |
1 |
expected_model_fragment_w_pinning_str = """ |
| 570 |
|
%This is the NETWORK RESOURCE MODEL |
| 571 |
|
enum Vims = { |
| 572 |
|
vimaaaaaaaa_38f5_438d_b8ee_3f93b3531f87, |
| 573 |
|
vimbbbbbbbb_38f5_438d_b8ee_3f93b3531f87, |
| 574 |
|
vimcccccccc_ed84_4e49_b5df_a9d117bd731f, |
| 575 |
|
vimdddddddd_ed84_4e49_b5df_a9d117bd731f, |
| 576 |
|
vimeeeeeeee_38f5_438d_b8ee_3f93b3531f87}; % The vim-accounts |
| 577 |
|
array[Vims, Vims] of int: trp_link_latency = [|0,50,100,150,200, |
| 578 |
|
|0,0,100,150,200, |
| 579 |
|
|0,0,0,150,200, |
| 580 |
|
|0,0,0,0,200, |
| 581 |
|
|0,0,0,0,0, |
| 582 |
|
|]; % Transport link latency between data centers |
| 583 |
|
array[Vims, Vims] of int: trp_link_jitter = [|0,5,10,15,20, |
| 584 |
|
|0,0,10,15,20, |
| 585 |
|
|0,0,0,15,20, |
| 586 |
|
|0,0,0,0,20, |
| 587 |
|
|0,0,0,0,0, |
| 588 |
|
|]; % Transport link jitter between data centers |
| 589 |
|
array[Vims, Vims] of int: trp_link_price_list = [|0,5,6,6,7, |
| 590 |
|
|0,0,6,6,7, |
| 591 |
|
|0,0,0,6,7, |
| 592 |
|
|0,0,0,0,7, |
| 593 |
|
|0,0,0,0,0, |
| 594 |
|
|]; % Transport link price list |
| 595 |
|
array[Vims] of int: vim_price_list_one = [50,51,52,53,54]; |
| 596 |
|
array[Vims] of int: vim_price_list_two = [20,21,22,23,24]; |
| 597 |
|
array[Vims] of int: vim_price_list_three = [70,71,72,73,74]; |
| 598 |
|
array[Vims] of int: vim_price_list_four = [40,41,42,43,44]; |
| 599 |
|
|
| 600 |
|
|
| 601 |
|
% This is the NETWORK BASIC LOAD MODEL (CONSUMED) |
| 602 |
|
% NOTE. This is not applicable in OSM Release 7 |
| 603 |
|
|
| 604 |
|
% This is the SERVICE CONSUMPTION MODEL |
| 605 |
|
% These are the variables, i.e. which DC to select for each VNF |
| 606 |
|
var Vims: VNFone; |
| 607 |
|
Vims: VNFtwo = vimeeeeeeee_38f5_438d_b8ee_3f93b3531f87; |
| 608 |
|
var Vims: VNFthree; |
| 609 |
|
Vims: VNFfour = vimcccccccc_ed84_4e49_b5df_a9d117bd731f; |
| 610 |
|
|
| 611 |
|
|
| 612 |
|
% These are the set of rules for selecting DCs to VNFs |
| 613 |
|
constraint trp_link_latency[VNFone, VNFtwo] <= 150; |
| 614 |
|
constraint trp_link_latency[VNFtwo, VNFthree] <= 140; |
| 615 |
|
constraint trp_link_latency[VNFthree, VNFfour] <= 130; |
| 616 |
|
constraint trp_link_jitter[VNFone, VNFtwo] <= 30; |
| 617 |
|
constraint trp_link_jitter[VNFtwo, VNFthree] <= 30; |
| 618 |
|
constraint trp_link_jitter[VNFthree, VNFfour] <= 30; |
| 619 |
|
|
| 620 |
|
% Calculate the cost for VNFs and cost for transport link and total cost |
| 621 |
|
var int: used_transport_cost =trp_link_price_list[VNFone, VNFtwo]+ |
| 622 |
|
trp_link_price_list[VNFtwo, VNFthree]+ |
| 623 |
|
trp_link_price_list[VNFthree, VNFfour]; |
| 624 |
|
|
| 625 |
|
var int: used_vim_cost =vim_price_list_one[VNFone]+ |
| 626 |
|
vim_price_list_two[VNFtwo]+ |
| 627 |
|
vim_price_list_three[VNFthree]+ |
| 628 |
|
vim_price_list_four[VNFfour]; |
| 629 |
|
|
| 630 |
|
var int: total_cost = used_transport_cost + used_vim_cost; |
| 631 |
|
|
| 632 |
|
solve minimize total_cost; |
| 633 |
|
""" |
| 634 |
|
|
| 635 |
1 |
expected_model_fragment_str_no_vld = """ |
| 636 |
|
%This is the NETWORK RESOURCE MODEL |
| 637 |
|
enum Vims = { |
| 638 |
|
vimaaaaaaaa_38f5_438d_b8ee_3f93b3531f87, |
| 639 |
|
vimbbbbbbbb_38f5_438d_b8ee_3f93b3531f87, |
| 640 |
|
vimcccccccc_ed84_4e49_b5df_a9d117bd731f, |
| 641 |
|
vimdddddddd_ed84_4e49_b5df_a9d117bd731f, |
| 642 |
|
vimeeeeeeee_38f5_438d_b8ee_3f93b3531f87}; % The vim-accounts |
| 643 |
|
array[Vims, Vims] of int: trp_link_latency = [|0,50,100,150,200, |
| 644 |
|
|0,0,100,150,200, |
| 645 |
|
|0,0,0,150,200, |
| 646 |
|
|0,0,0,0,200, |
| 647 |
|
|0,0,0,0,0, |
| 648 |
|
|]; % Transport link latency between data centers |
| 649 |
|
array[Vims, Vims] of int: trp_link_jitter = [|0,5,10,15,20, |
| 650 |
|
|0,0,10,15,20, |
| 651 |
|
|0,0,0,15,20, |
| 652 |
|
|0,0,0,0,20, |
| 653 |
|
|0,0,0,0,0, |
| 654 |
|
|]; % Transport link jitter between data centers |
| 655 |
|
array[Vims, Vims] of int: trp_link_price_list = [|0,5,6,6,7, |
| 656 |
|
|0,0,6,6,7, |
| 657 |
|
|0,0,0,6,7, |
| 658 |
|
|0,0,0,0,7, |
| 659 |
|
|0,0,0,0,0, |
| 660 |
|
|]; % Transport link price list |
| 661 |
|
array[Vims] of int: vim_price_list_one = [50,51,52,53,54]; |
| 662 |
|
|
| 663 |
|
|
| 664 |
|
% This is the NETWORK BASIC LOAD MODEL (CONSUMED) |
| 665 |
|
% NOTE. This is not applicable in OSM Release 7 |
| 666 |
|
|
| 667 |
|
% This is the SERVICE CONSUMPTION MODEL |
| 668 |
|
% These are the variables, i.e. which DC to select for each VNF |
| 669 |
|
|
| 670 |
|
var Vims: VNFone; |
| 671 |
|
|
| 672 |
|
% These are the set of rules for selecting DCs to VNFs |
| 673 |
|
|
| 674 |
|
% Calculate the cost for VNFs and cost for transport link and total cost |
| 675 |
|
var int: used_transport_cost =0; |
| 676 |
|
|
| 677 |
|
var int: used_vim_cost =vim_price_list_one[VNFone]; |
| 678 |
|
|
| 679 |
|
var int: total_cost = used_transport_cost + used_vim_cost; |
| 680 |
|
|
| 681 |
|
solve minimize total_cost; |
| 682 |
|
""" |
| 683 |
|
|
| 684 |
|
|
| 685 |
1 |
class TestMznModelGenerator(TestCase): |
| 686 |
1 |
def test_create_model(self): |
| 687 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 688 |
1 |
mzn_model = mg.create_model(test_ns_placement_data_str) |
| 689 |
|
|
| 690 |
|
# so asserting exact content is difficult due to the datetime.now(), therefore we ignore the first lines |
| 691 |
1 |
self.assertTrue( |
| 692 |
|
expected_model_fragment_str.replace("\n", "") |
| 693 |
|
in mzn_model.replace("\n", ""), |
| 694 |
|
"faulty model generated", |
| 695 |
|
) |
| 696 |
|
|
| 697 |
1 |
def test_create_model_no_vld_constraints(self): |
| 698 |
|
""" |
| 699 |
|
instantiate w/o constraints in nsd or order params has a valid model |
| 700 |
|
:return: |
| 701 |
|
""" |
| 702 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 703 |
1 |
mzn_model = mg.create_model(test_ns_placement_data_str_no_vld_constraints) |
| 704 |
|
|
| 705 |
|
# so asserting exact content is difficult due to the datetime.now(), therefore we ignore the first lines |
| 706 |
1 |
self.assertTrue( |
| 707 |
|
expected_model_fragment_str_no_vld_constraints.replace("\n", "") |
| 708 |
|
in mzn_model.replace("\n", ""), |
| 709 |
|
"faulty model generated", |
| 710 |
|
) |
| 711 |
|
|
| 712 |
1 |
def test_create_model_w_pinning(self): |
| 713 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 714 |
1 |
mzn_model = mg.create_model(test_ns_placement_data_w_pinning_str) |
| 715 |
|
|
| 716 |
|
# so asserting exact content is difficult due to the datetime.now(), therefore we ignore the first lines |
| 717 |
1 |
self.assertTrue( |
| 718 |
|
expected_model_fragment_w_pinning_str.replace("\n", "") |
| 719 |
|
in mzn_model.replace("\n", ""), |
| 720 |
|
"faulty model generated", |
| 721 |
|
) |
| 722 |
|
|
| 723 |
1 |
def test_create_model_no_vld(self): |
| 724 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 725 |
1 |
mzn_model = mg.create_model(test_ns_placement_data_str_no_vld) |
| 726 |
|
|
| 727 |
|
# so asserting exact content is difficult due to the datetime.now(), therefore we ignore the first lines |
| 728 |
1 |
self.assertTrue( |
| 729 |
|
expected_model_fragment_str_no_vld.replace("\n", "") |
| 730 |
|
in mzn_model.replace("\n", ""), |
| 731 |
|
"faulty model generated", |
| 732 |
|
) |
| 733 |
|
|
| 734 |
1 |
def test__load_jinja_template(self): |
| 735 |
|
""" |
| 736 |
|
|
| 737 |
|
add other test to check exception if template not loaded (e.g. invalid template name, |
| 738 |
|
perhaps also valid name but invalid content (in case jinja2 detects such things)) |
| 739 |
|
""" |
| 740 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 741 |
1 |
template = mg._load_jinja_template() # Note we use the default template |
| 742 |
1 |
self.assertTrue( |
| 743 |
|
isinstance(template, Template), "failed to load jinja2 template" |
| 744 |
|
) |
| 745 |
|
|
| 746 |
1 |
def test_vim_account_replace(self): |
| 747 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 748 |
1 |
nspd = test_ns_placement_data_str |
| 749 |
1 |
mzn_model = mg.create_model(nspd) |
| 750 |
|
|
| 751 |
1 |
expected = ( |
| 752 |
|
"%This is the NETWORK RESOURCE MODEL" + "\n" + "enum Vims = {" + "\n" |
| 753 |
|
) |
| 754 |
1 |
for val in test_ns_placement_data_str["vim_accounts"]: |
| 755 |
1 |
expected = expected + val.replace("-", "_") + ",\n" |
| 756 |
1 |
expected = expected[:-2] + "}; % The vim-accounts" |
| 757 |
1 |
res = re.findall(expected, mzn_model) |
| 758 |
1 |
self.assertEqual(1, len(res), "vim accounts didnt replace from - to _") |
| 759 |
|
|
| 760 |
1 |
def test_trp_link_price_list(self): |
| 761 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 762 |
1 |
mzn_model = mg.create_model(test_ns_placement_data_str) |
| 763 |
|
|
| 764 |
1 |
expected = "array\\[Vims, Vims\\] of int: trp_link_price_list = \\[" |
| 765 |
1 |
for price_list in test_ns_placement_data_str["trp_link_price_list"]: |
| 766 |
1 |
expected = ( |
| 767 |
|
expected + "\\|" + (str(price_list)[1:-1]).replace(" ", "") + ",\n" |
| 768 |
|
) |
| 769 |
1 |
expected = expected + "\\|\\]; % Transport link price list" |
| 770 |
1 |
res = re.findall(expected, mzn_model) |
| 771 |
1 |
self.assertEqual(1, len(res), "price list is not correct") |
| 772 |
|
|
| 773 |
1 |
def test_link_latency(self): |
| 774 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 775 |
1 |
mzn_model = mg.create_model(test_ns_placement_data_str) |
| 776 |
|
|
| 777 |
1 |
expected = "array\\[Vims, Vims\\] of int: trp_link_latency = \\[" |
| 778 |
1 |
for link_latency in test_ns_placement_data_str["trp_link_latency"]: |
| 779 |
1 |
expected = ( |
| 780 |
|
expected + "\\|" + (str(link_latency)[1:-1]).replace(" ", "") + ",\n" |
| 781 |
|
) |
| 782 |
1 |
expected = expected + "\\|\\]; % Transport link latency between data centers" |
| 783 |
1 |
res = re.findall(expected, mzn_model) |
| 784 |
1 |
self.assertEqual(1, len(res), "trp_link_latency values is not correct") |
| 785 |
|
|
| 786 |
1 |
def test_link_jitter(self): |
| 787 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 788 |
1 |
mzn_model = mg.create_model(test_ns_placement_data_str) |
| 789 |
|
|
| 790 |
1 |
expected = "array\\[Vims, Vims\\] of int: trp_link_jitter = \\[" |
| 791 |
1 |
for link_jitter in test_ns_placement_data_str["trp_link_jitter"]: |
| 792 |
1 |
expected = ( |
| 793 |
|
expected + "\\|" + (str(link_jitter)[1:-1]).replace(" ", "") + ",\n" |
| 794 |
|
) |
| 795 |
1 |
expected = expected + "\\|\\]; % Transport link jitter between data centers" |
| 796 |
|
|
| 797 |
1 |
res = re.findall(expected, mzn_model) |
| 798 |
|
|
| 799 |
1 |
self.assertEqual(1, len(res), "trp_link_jitter values is not correct") |
| 800 |
|
|
| 801 |
1 |
def test_price_per_vim(self): |
| 802 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 803 |
1 |
mzn_model = mg.create_model(test_ns_placement_data_w_pinning_str) |
| 804 |
|
|
| 805 |
1 |
expected = "" |
| 806 |
1 |
for price_list in test_ns_placement_data_w_pinning_str["ns_desc"]: |
| 807 |
1 |
expected += ( |
| 808 |
|
"array\\[Vims\\] of int: vim_price_list_" |
| 809 |
|
+ price_list.get("vnf_id") |
| 810 |
|
+ " = " |
| 811 |
|
) |
| 812 |
1 |
temp = str(price_list.get("vnf_price_per_vim"))[1:-1].replace(" ", "") |
| 813 |
1 |
expected += "\\[" + temp + "\\];\n" |
| 814 |
|
|
| 815 |
1 |
res = re.findall(expected, mzn_model) |
| 816 |
1 |
self.assertEqual(1, len(res), "mzn_model contains pinning") |
| 817 |
|
|
| 818 |
1 |
def test_pinning(self): |
| 819 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 820 |
1 |
mzn_model = mg.create_model(test_ns_placement_data_str) |
| 821 |
|
|
| 822 |
1 |
expected = "" |
| 823 |
1 |
for pin_list in test_ns_placement_data_str["ns_desc"]: |
| 824 |
1 |
if pin_list.get("vim_account"): |
| 825 |
0 |
expected += ( |
| 826 |
|
"Vims: VNF" |
| 827 |
|
+ pin_list.get("vnf_id") |
| 828 |
|
+ " = " |
| 829 |
|
+ pin_list.get("vim_account") |
| 830 |
|
+ ";\n" |
| 831 |
|
) |
| 832 |
|
else: |
| 833 |
1 |
expected += "var Vims: VNF" + pin_list.get("vnf_id") + ";\n" |
| 834 |
|
|
| 835 |
1 |
res = re.findall(expected, mzn_model) |
| 836 |
1 |
self.assertEqual(1, len(res), "mzn_model has no pinning") |
| 837 |
|
|
| 838 |
1 |
def test__without_pinning(self): |
| 839 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 840 |
1 |
mzn_model = mg.create_model(test_ns_placement_data_w_pinning_str) |
| 841 |
|
|
| 842 |
1 |
expected = "" |
| 843 |
1 |
for pin_list in test_ns_placement_data_w_pinning_str["ns_desc"]: |
| 844 |
1 |
if pin_list.get("vim_account"): |
| 845 |
1 |
expected += ( |
| 846 |
|
"Vims: VNF" |
| 847 |
|
+ pin_list.get("vnf_id") |
| 848 |
|
+ " = " |
| 849 |
|
+ pin_list.get("vim_account") |
| 850 |
|
+ ";\n" |
| 851 |
|
) |
| 852 |
|
else: |
| 853 |
1 |
expected += "var Vims: VNF" + pin_list.get("vnf_id") + ";\n" |
| 854 |
|
|
| 855 |
1 |
res = re.findall(expected, mzn_model) |
| 856 |
1 |
self.assertEqual(1, len(res), "mzn_model contains pinning") |
| 857 |
|
|
| 858 |
1 |
def test__without_constraints_for_jitter_and_latency(self): |
| 859 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 860 |
1 |
mzn_model = mg.create_model(test_ns_placement_data_str_no_vld_constraints) |
| 861 |
|
|
| 862 |
1 |
expected_latency = "constraint trp_link_latency" |
| 863 |
1 |
expected_jitter = "constraint trp_link_jitter" |
| 864 |
1 |
latency_or_jitter_was_found = 0 |
| 865 |
1 |
for l_o_j in test_ns_placement_data_str_no_vld_constraints["vld_desc"]: |
| 866 |
1 |
if l_o_j.get("latency") or l_o_j.get("jitter"): |
| 867 |
0 |
latency_or_jitter_was_found = 1 |
| 868 |
|
|
| 869 |
1 |
res_latency = re.findall(expected_latency, mzn_model) |
| 870 |
1 |
res_jitter = re.findall(expected_jitter, mzn_model) |
| 871 |
1 |
self.assertEqual( |
| 872 |
|
0, |
| 873 |
|
latency_or_jitter_was_found, |
| 874 |
|
"Jitter or latency was found in the test input", |
| 875 |
|
) |
| 876 |
1 |
self.assertEqual( |
| 877 |
|
0, len(res_latency), "constraint trp_link_latency was found in mzn_model" |
| 878 |
|
) |
| 879 |
1 |
self.assertEqual( |
| 880 |
|
0, len(res_jitter), "constraint trp_link_latency was found in mzn_model" |
| 881 |
|
) |
| 882 |
|
|
| 883 |
1 |
def test__constraints_for_jitter_and_latency(self): |
| 884 |
1 |
mg = MznModelGenerator(logging.getLogger(__name__)) |
| 885 |
1 |
mzn_model = mg.create_model(test_ns_placement_data_str) |
| 886 |
|
|
| 887 |
1 |
expected_latency = "" |
| 888 |
1 |
expected_jitter = "" |
| 889 |
1 |
latency_or_jitter_was_found = 0 |
| 890 |
1 |
for l_o_j in test_ns_placement_data_str["vld_desc"]: |
| 891 |
1 |
if not (l_o_j.get("latency") or l_o_j.get("jitter")): |
| 892 |
0 |
latency_or_jitter_was_found = 1 |
| 893 |
1 |
expected_latency += ( |
| 894 |
|
"constraint trp_link_latency" |
| 895 |
|
+ "\\[VNF" |
| 896 |
|
+ l_o_j.get("cp_refs")[0] |
| 897 |
|
+ ", VNF" |
| 898 |
|
+ l_o_j.get("cp_refs")[1] |
| 899 |
|
+ "\\] \\<= " |
| 900 |
|
+ str(l_o_j.get("latency")) |
| 901 |
|
+ ";\n\n" |
| 902 |
|
) |
| 903 |
|
|
| 904 |
1 |
expected_jitter += ( |
| 905 |
|
"constraint trp_link_jitter" |
| 906 |
|
+ "\\[VNF" |
| 907 |
|
+ l_o_j.get("cp_refs")[0] |
| 908 |
|
+ ", VNF" |
| 909 |
|
+ l_o_j.get("cp_refs")[1] |
| 910 |
|
+ "\\] \\<= " |
| 911 |
|
+ str(l_o_j.get("jitter")) |
| 912 |
|
+ ";\n\n" |
| 913 |
|
) |
| 914 |
|
|
| 915 |
1 |
res = re.findall(expected_latency + expected_jitter, mzn_model) |
| 916 |
1 |
self.assertEqual( |
| 917 |
|
0, |
| 918 |
|
latency_or_jitter_was_found, |
| 919 |
|
"Jitter or latency was not found in the test input", |
| 920 |
|
) |
| 921 |
1 |
self.assertEqual(1, len(res), "faulty model generated") |
![[Jenkins]](/jenkins/static/c06f6c43/images/jenkins-header-logo-v2.svg){kind=logo}
