Change to support PCI unchangeable cells

Issue-ID: OPTFRA-678
Signed-off-by: dhebeha <dhebeha.mj71@wipro.com>
Change-Id: Ib7620cb19850d77e80b2baea5ef318e8b0182d7c

4 files changed, 77 insertions, 7 deletions

diff --git a/apps/pci/optimizers/solver/min_confusion_inl.mzn b/apps/pci/optimizers/solver/min_confusion_inl.mzn
index 0f0fc91..e677e27 100644
--- a/apps/pci/optimizers/solver/min_confusion_inl.mzn
+++ b/apps/pci/optimizers/solver/min_confusion_inl.mzn
@@ -52,6 +52,14 @@ int: NUM_IGNORABLE_NEIGHBOR_LINKS;
 % of the links, like the previous structures.
 array[1..NUM_IGNORABLE_NEIGHBOR_LINKS, 1..2] of int: IGNORABLE_NEIGHBOR_LINKS;
 
+% ids of cells for which the pci should remain unchanged
+set of int: PCI_UNCHANGEABLE_CELLS;
+
+% This array has the original pcis of all the cells. array is indexed by the ids
+% of the cell. eg. ORIGINAL_PCIS[3] returns the pci of cell whose id is 3.
+% ids start from 0
+array[1..NUM_NODES] of 0..NUM_PCIS-1: ORIGINAL_PCIS;
+
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 % Decision variables
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@@ -65,6 +73,14 @@ array[1..NUM_IGNORABLE_NEIGHBOR_LINKS] of var 0..1: used_ignorables;
 % Constraints
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 
+% fixed pci cells
+constraint
+if(length(PCI_UNCHANGEABLE_CELLS) !=0) then
+forall(i in PCI_UNCHANGEABLE_CELLS)(
+    pci[i] == ORIGINAL_PCIS[i+1]
+)
+endif;
+
 % Direct neighbors must have different PCIs for avoid **COLLISION**.
 % Forced links.
 constraint
diff --git a/apps/pci/optimizers/solver/no_conflicts_no_confusion.mzn b/apps/pci/optimizers/solver/no_conflicts_no_confusion.mzn
index 0a9b3e3..f059d4a 100644
--- a/apps/pci/optimizers/solver/no_conflicts_no_confusion.mzn
+++ b/apps/pci/optimizers/solver/no_conflicts_no_confusion.mzn
@@ -44,6 +44,15 @@ int: NUM_SECOND_LEVEL_NEIGHBORS;
 % Each line represents an edge between undirect neighbors as defined before.
 array[1..NUM_SECOND_LEVEL_NEIGHBORS, 1..2] of int: SECOND_LEVEL_NEIGHBORS;
 
+% ids of cells for which the pci should remain unchanged
+set of int: PCI_UNCHANGEABLE_CELLS;
+
+% This array has the original pcis of all the cells. array is indexed by the ids
+% of the cell. eg. ORIGINAL_PCIS[3] returns the pci of cell whose id is 3.
+% ids start from 0
+% array[0..NUM_NODES-1] of 0..NUM_PCIS-1: ORIGINAL_PCIS;
+array[1..NUM_NODES] of 0..NUM_PCIS-1: ORIGINAL_PCIS;
+
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 % Decision variables
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@@ -55,6 +64,14 @@ array[0..NUM_NODES-1] of var 0..NUM_PCIS-1: pci;
 % Constraints
 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 
+constraint
+if(length(PCI_UNCHANGEABLE_CELLS) !=0) then
+forall(i in PCI_UNCHANGEABLE_CELLS)(
+    pci[i] == ORIGINAL_PCIS[i+1]
+)
+endif;
+
+
 % Direct neighbors must have different PCIs for avoid **COLLISION**.
 constraint
 forall(i in 1..NUM_NEIGHBORS)(
diff --git a/apps/pci/optimizers/solver/optimizer.py b/apps/pci/optimizers/solver/optimizer.py
index 0a6d5a4..940f9f7 100644
--- a/apps/pci/optimizers/solver/optimizer.py
+++ b/apps/pci/optimizers/solver/optimizer.py
@@ -19,28 +19,56 @@
 import itertools
 import os
 from collections import defaultdict
-
 import pymzn
 
-from .pci_utils import get_id
+from .pci_utils import get_id,mapping
 
 BASE_DIR = os.path.dirname(__file__)
-
+cell_id_mapping = dict()
+id_cell_mapping = dict()
 
 def pci_optimize(network_cell_info, cell_info_list, request_json):
+    global cell_id_mapping, id_cell_mapping
+    cell_id_mapping, id_cell_mapping = mapping(network_cell_info)
+    original_pcis = get_original_pci_list(network_cell_info)
+    unchangeable_pcis = get_ids_of_fixed_pci_cells(request_json['cellInfo'].get('fixedPCICells', []))
     neighbor_edges = get_neighbor_list(network_cell_info)
     second_level_edges = get_second_level_neighbor(network_cell_info)
     ignorable_links = get_ignorable_links(network_cell_info, request_json)
     anr_flag = is_anr(request_json)
 
-    dzn_data = build_dzn_data(cell_info_list, ignorable_links, neighbor_edges, second_level_edges, anr_flag)
+    dzn_data = build_dzn_data(cell_info_list, ignorable_links, neighbor_edges, second_level_edges, anr_flag, original_pcis, unchangeable_pcis)
 
     return build_pci_solution(dzn_data, ignorable_links, anr_flag)
 
+def get_ids_of_fixed_pci_cells(fixed_pci_list):
+    fixed_pci_ids = set()
+    for cell in fixed_pci_list:
+        fixed_pci_ids.add(cell_id_mapping[cell])
+    return fixed_pci_ids
+
+
+def get_cell_id_pci_mapping(network_cell_info):
+    original_pcis = dict()
+    for cell in network_cell_info['cell_list']:
+        for nbr in cell['nbr_list']:
+            if cell_id_mapping[nbr['targetCellId']] not in original_pcis:
+                original_pcis[cell_id_mapping[nbr['targetCellId']]] = nbr['pciValue']
+    return original_pcis
+
+
+def get_original_pci_list(network_cell_info):
+    cell_id_pci_mapping = get_cell_id_pci_mapping(network_cell_info)
+    original_pcis_list = []
+    for i in range(len(cell_id_pci_mapping)):
+        original_pcis_list.append(cell_id_pci_mapping.get(i))
+    return original_pcis_list
+
 
 def build_pci_solution(dzn_data, ignorable_links, anr_flag):
     mzn_solution = solve(get_mzn_model(anr_flag), dzn_data)
-
+    if mzn_solution == 'UNSATISFIABLE':
+        return mzn_solution
     solution = {'pci': mzn_solution[0]['pci']}
 
     if anr_flag:
@@ -55,14 +83,16 @@ def build_pci_solution(dzn_data, ignorable_links, anr_flag):
     return solution
 
 
-def build_dzn_data(cell_info_list, ignorable_links, neighbor_edges, second_level_edges, anr_flag):
+def build_dzn_data(cell_info_list, ignorable_links, neighbor_edges, second_level_edges, anr_flag,original_pcis, unchangeable_pcis):
     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)
+        'SECOND_LEVEL_NEIGHBORS': get_list(second_level_edges),
+        'PCI_UNCHANGEABLE_CELLS': unchangeable_pcis,
+        'ORIGINAL_PCIS': original_pcis
     }
     if anr_flag:
         dzn_data['NUM_IGNORABLE_NEIGHBOR_LINKS'] = len(ignorable_links)
diff --git a/apps/pci/optimizers/solver/pci_utils.py b/apps/pci/optimizers/solver/pci_utils.py
index 04829cf..7db3a6f 100644
--- a/apps/pci/optimizers/solver/pci_utils.py
+++ b/apps/pci/optimizers/solver/pci_utils.py
@@ -16,6 +16,13 @@
 # -------------------------------------------------------------------------
 #
 
+def mapping(network_cell_info):
+    cell_id_mapping= dict()
+    id_cell_mapping = dict()
+    for i in network_cell_info['cell_list']:
+        cell_id_mapping[i['cell_id']] = i['id']
+        id_cell_mapping[i['id']] = i['cell_id']
+    return cell_id_mapping, id_cell_mapping
 
 def get_id(network_cell_info, cell_id):
     for i in network_cell_info['cell_list']: