# ------------------------------------------------------------------------- # Copyright (c) 2018 AT&T Intellectual Property # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # # ------------------------------------------------------------------------- # import itertools import os import pymzn from .pci_utils import get_id BASE_DIR = os.path.dirname(__file__) MZN_FILE_NAME = os.path.join(BASE_DIR, 'no_conflicts_no_confusion.mzn') def pci_optimize(network_cell_info, cell_info_list): neighbor_edges = get_neighbor_list(network_cell_info) second_level_edges = get_second_level_neighbor(network_cell_info) dzn_data = { 'NUM_NODES': len(cell_info_list), 'NUM_PCIS': len(cell_info_list), 'NUM_NEIGHBORS': len(neighbor_edges), 'NEIGHBORS': get_list(neighbor_edges), 'NUM_SECOND_LEVEL_NEIGHBORS': len(second_level_edges), 'SECOND_LEVEL_NEIGHBORS': get_list(second_level_edges) } return solve(dzn_data) def get_list(edge_list): array_list = [] for s in edge_list: array_list.append([s[0], s[1]]) return sorted(array_list) def solve(dzn_data): return pymzn.minizinc(MZN_FILE_NAME, data=dzn_data) def get_neighbor_list(network_cell_info): neighbor_list = set() for cell in network_cell_info['cell_list']: add_to_neighbor_list(network_cell_info, cell, neighbor_list) return neighbor_list def add_to_neighbor_list(network_cell_info, cell, neighbor_list): for nbr in cell.get('nbr_list', []): host_id = cell['id'] nbr_id = get_id(network_cell_info, nbr['cellId']) if host_id != nbr_id: entry = sorted([host_id, nbr_id]) neighbor_list.add((entry[0], entry[1])) def get_second_level_neighbor(network_cell_info): second_neighbor_list = set() for cell in network_cell_info['cell_list']: comb_list = build_second_level_list(network_cell_info, cell) for comb in comb_list: s = sorted(comb) second_neighbor_list.add((s[0], s[1])) return sorted(second_neighbor_list) def build_second_level_list(network_cell_info, cell): second_nbr_list = [] for nbr in cell.get('nbr_list', []): second_nbr_list.append(get_id(network_cell_info, nbr['cellId'])) return [list(elem) for elem in list(itertools.combinations(second_nbr_list, 2))]