Methodik zur Aufsplittung von Polylines in einzelne Rack Segmente implementiert. Methodik zur verbindung von Racks an echten Scnittpunkten sowie an nahezu Schnittpunkten implementiert. Unittests zu jeder Methode

lib/linesweep_circle.py

@@ -6,7 +6,7 @@ from collections import defaultdict
 import bisect
 import networkx as nx
 import matplotlib.pyplot as plt
-from itertools import pairwise
+from itertools import pairwise, combinations
 import re
 
 class PointSorter:
@@ -60,19 +60,32 @@ class NodeIDs():
         self.add_points(points)
 
     def add_point(self, point:Point):
+        if self.point_exists(point):
+            return True
         self._counter += 1
         self._cord2id[f"{point.x} {point.y}"] = self._counter
-        self._id2cord[f"{self._counter}"] = point
+        self._id2cord[self._counter] = point
+
+    def point_exists(self, point:Point) -> bool:
+        return f"{point.x} {point.y}" in self._cord2id
+    
+    def nid_exists(self, nid:int) -> bool:
+        return nid in self._id2cord
+    
 
     def add_points(self, points:list[Point]):
         for p in points:
             self.add_point(p)
 
     def get_id(self, point:Point) -> int:
+        if f"{point.x} {point.y}" not in self._cord2id:
+            raise Exception(f"Punkt nicht vorhanden!, {point.x},{point.y}")
         return self._cord2id[f"{point.x} {point.y}"] 
     
     def get_point(self, nid:int) -> Point:
-        return self._id2cord[f"{nid}"]
+        if nid not in self._id2cord:
+            raise Exception(f"NodeID nicht vorhanden! {nid}")
+        return self._id2cord[nid]
     
     def get_ids(self, points:list[Point]) -> list[int]:
         ret = list()
@@ -81,17 +94,26 @@ class NodeIDs():
             ret.append(nid)
         return ret
     
+    def size_of(self):
+        return len(self._cord2id.keys())
+
+    
     def get_points(self, nids:list[int]) -> list[Point]:
         ret = list()
         for n in nids:
             c = self.get_point(n)
             ret.append(c)
         return ret   
+    
+    def show(self):
+        return self._id2cord
 class RackIDs():
-    def __init__(self, racks=dict()):
+    def __init__(self, racks=dict(), tol_snap = 1):
         self._point2rack = dict()
         self._rack2begend = dict()
         self.add_racks(racks)
+         # Toleranzen zur Rack anbindung aneinander (Rack Snap)
+        self._tol_snap = tol_snap
 
     def add_rack(self, beg:Point, end:Point, name:str):       #Hier wird Rack nur mit Anfang und Ende hinzugefügt -> wie macht man Zwischenpunkte?
         if beg in self._point2rack:
@@ -103,7 +125,17 @@ class RackIDs():
         else: 
             self._point2rack[end] = [name]
 
-        self._rack2begend[name] = [beg, end]        # Anfangs und Endpunkte zu Rack Namen merken
+        self._rack2begend[name] = (beg, end)        # Anfangs und Endpunkte zu Rack Namen merken
+
+    def add_racks(self, racks:dict):
+        for name,v in racks.items():
+            if len(v) == 2:
+                self.add_rack(v[0], v[1], name)
+            else:
+                counter = 0
+                for start, end in pairwise(v):
+                    counter +=1
+                    self.add_rack(start, end, f"{name}-{counter}")
 
     def get_racks_borders(self) -> dict:
         ''' Gibt Rack nur mit Anfangs und Endpunkt zurück.
@@ -118,13 +150,9 @@ class RackIDs():
         return self._point2rack
     
     def get_rack_names(self) -> list:
-        return self._rack2begend.keys()
+        return list(self._rack2begend.keys())
 
-    def add_racks(self, racks:dict):
-        for name,v in racks.items():
-            if len(v) != 2:
-                raise AttributeError
-            self.add_rack(v[0], v[1], name)
+    
 
     def add_point_to_rack(self, point:Point, name:str):
         if point in self._point2rack:
@@ -144,13 +172,40 @@ class RackIDs():
                 ret.append(p)
         pin.add_points(ret)
         ret_sorted = list()
-        [pa, pe] = self._rack2begend[name]
+        #(pa, pe) = self._rack2begend[name]
         if self.rack_is_horizontal(name):
             ret_sorted = pin.get_sorted_by_x()
         else:
             ret_sorted = pin.get_sorted_by_y()
         return ret_sorted 
     
+    def join_racks(self):
+        allracks = list()
+        rnames = dict()
+        for rname, lpoints in self._rack2begend.items():
+            ls = LineString(lpoints)
+            allracks.append(ls)
+            rnames[ls] = rname
+
+        for (l1, l2) in combinations(allracks,2):
+            if l1.intersects(l2):
+                inter = l1.intersection(l2)
+                if inter.geom_type == "Point":
+                    self.add_point_to_rack(inter, rnames[l1])
+                    self.add_point_to_rack(inter, rnames[l2])
+        
+        for (l1, l2) in combinations(allracks,2):
+            first = Point(l2.coords[0])
+            last = Point(l2.coords[1])
+            if l1.distance(first) <= self._tol_snap:
+                snap_point = l1.interpolate(l1.project(first))
+            if l1.distance(last) <= self._tol_snap:
+                snap_point = l1.interpolate(l1.project(last))
+
+            self.add_point_to_rack(snap_point, rnames[l1])
+
+
+
     def rack_is_horizontal(self, name):
         [pa, pe] = self._rack2begend[name]
         if pa.y == pe.y:
@@ -159,21 +214,63 @@ class RackIDs():
             return False
  
 class Anlage():
+    r""" 
+        Baut eine Anlage besteend aus Kabeltrassen (Racks), Sensoren und Unterverteilern auf.
+        Ermöglicht die Berechnung der günstigsten kabelwege und gibt die Kabellängen von jedem Sensor zum zugehörigen Unterverteiler aus.
+
+        Parameters
+        ----------
+        G : NetworkX graph
+
+        weight : string or function
+            If this is a string, then edge weights will be accessed via the
+            edge attribute with this key (that is, the weight of the edge
+            joining `u` to `v` will be ``G.edges[u, v][weight]``). If no
+            such edge attribute exists, the weight of the edge is assumed to
+            be one.
+
+            If this is a function, the weight of an edge is the value
+            returned by the function. The function must accept exactly three
+            positional arguments: the two endpoints of an edge and the
+            dictionary of edge attributes for that edge. The function must
+            return a number.
+
+        Returns
+        -------
+        distance : dictionary
+            Dictionary, keyed by source and target, of shortest paths.
+
+        Examples
+        --------
+        >>> graph = nx.DiGraph()
+        >>> graph.add_weighted_edges_from(
+        ...     [("0", "3", 3), ("0", "1", -5), ("0", "2", 2), ("1", "2", 4), ("2", "3", 1)]
+        ... )
+        >>> paths = nx.johnson(graph, weight="weight")
+        >>> paths["0"]["2"]
+        ['0', '1', '2']
+        """
+
     def __init__(self, tol_snap=200, snap_step=10, tol_connect=2, tol_connect_step=0.5):
         # Container für alle Racks
         self._racks = RackIDs()
+        # zuordnung zwischen KnotenID und Punkt
+        self._nodeids = NodeIDs()
         # Container für alle Sensoren
         self._sensors = dict()
         self._sensor_onpoints = dict()
         # Container für alle Unterverteiler
         self._distributors = dict()
         self._distributors_onpoints = dict()
+        #Container für alle Wege
+        self._sensor2dist = dict()
         # Toleranzen zur Rack anbindung aneinander (Rack Snap)
         self._tol_snap = tol_snap 
         self._snap_step = snap_step
         # Toleranzen zur Anbindung von Sensoren / Verteilern zu Racks
         self._tol_connect = tol_connect 
         self._connect_step = tol_connect_step
+        
 
     def set_racks(self, racks:dict[str, list[Point]]):
         return self._racks.add_racks(racks)
@@ -184,9 +281,6 @@ class Anlage():
     def add_point_to_rack(self, point:Point, rname:str):
         return self._racks.add_point_to_rack(point, rname)
     
-    def get_points_from_rack(self, rname:str):
-        return self._racks.get_points_from_rack(rname)
-    
     def get_all_rack_points(self):
         ret = list()
         for rname in self._racks.get_rack_names():
@@ -200,7 +294,6 @@ class Anlage():
         ''' Gibt zu Namen von Rack zugehörige Punkte aus und sortiert Punkte'''
         return self._racks.get_points_from_rack(rname)
         
-
     def get_points_from_sensors(self):
         return self._sensors.values()
     
@@ -214,6 +307,9 @@ class Anlage():
         for sname,pos in sensors.items():
             self.add_sensor(sname, pos)
 
+    def get_sensor_point(self, sname:str) -> Point:
+        return self._sensors[sname]
+
     def connect_sensors_to_racks(self):
         for sname, pos in self._sensors.items():
             rack_borders  = self._racks.get_racks_borders()
@@ -232,6 +328,9 @@ class Anlage():
         for dname,pos in distributors.items():
             self.add_distributor(dname, pos)
 
+    def get_distributor_point(self, dname:str) -> Point:
+        return self._distributors[dname]
+
     def connect_distributor_to_racks(self):
         for dname, pos in self._distributors.items():
             rack_borders  = self._racks.get_racks_borders()
@@ -444,7 +543,7 @@ class Anlage():
 
         points.extend(self.get_points_from_sensors())
         
-        nodeids = NodeIDs(points)
+        self._nodeids.add_points(points)
         
         for p in points:
             if self.is_distributor(p):
@@ -453,19 +552,19 @@ class Anlage():
                 shape = "^"
             else:
                 shape = "o"
-            nid = nodeids.get_id(p)
+            nid = self._nodeids.get_id(p)
             G.add_node(nid, shape=shape)  # Knoten für Startpunkt
 
         pos = dict()
         for node in G.nodes:  
-            point = nodeids.get_point(node)  
+            point = self._nodeids.get_point(node)  
             pos[node] = (point.x, point.y)
 
         for rname in self.get_rack_names():
             plist = self.get_points_from_rack(rname)
             for start, end in pairwise(plist):
-                nid_start = nodeids.get_id(start)
-                nid_end = nodeids.get_id(end)
+                nid_start = self._nodeids.get_id(start)
+                nid_end = self._nodeids.get_id(end)
 
                 if re.match("v-.*", rname): 
                     color = "red"
@@ -476,15 +575,56 @@ class Anlage():
                 G.add_edge(nid_start, nid_end, color=color, weight=start.distance(end))
         return pos
 
+    def map_distributor_to_sensors(self, dname:str, snamen:list[str]):
+        ''' Gibt zu einem Distributor die zugehörigen Sensoren an, die später zugeordnet werden.
+            Dist_1: ["Sens_3, Sens_5, ...]
+        '''
+        for sname in snamen:
+            self._sensor2dist[sname] = dname
+
+    def map_distributors_to_sensors(self, d2sensors:dict[str, list[str]]):
+        ''' Gibt zu einem dict mit Distributors die jeweils zugehörigen Sensoren aus.
+            {Dist_1: ["Sens_3, Sens_5, ...]
+             Dist_2: ["Sens_1, Sens_8, ...]}
+        '''
+        for dname, listofsensors in d2sensors.items():
+            self.map_distributor_to_sensors(dname, listofsensors)
+
+    def create_cable_path(self, G, sname, dname):
+        quelle = self._nodeids.get_id(self.get_distributor_point(dname))
+        ziel = self._nodeids.get_id(self.get_sensor_point(sname))
+        print(self.get_distributor_point(dname), dname, quelle)
+        print(self.get_sensor_point(sname), sname, ziel)
+        pfad_nodes = nx.shortest_path(G, source=quelle, target=ziel, weight='weight')
+        pfad_length = nx.shortest_path_length(G, source=quelle, target=ziel, weight='weight')
+
+        return pfad_nodes, pfad_length
+    
+    def create_cable_paths(self, G):
+        pfade = dict()
+        for sname, dname in self._sensor2dist.items():
+            pfad_nodes, pfad_length = self.create_cable_path(G, sname, dname)
+            pfade[f"{dname}-{sname}"] = {"pfad": pfad_nodes, "laenge": pfad_length}
         
+    def show_node_ids(self):
+        return self._nodeids.show()
         
-       
+            
+
 
          
 
 class TestLinesweep(unittest.TestCase):
 
-    def test_linesweep(self):
+    def test_duplicate_points(self):
+        nodeids = NodeIDs()
+
+        nodeids.add_point(Point(1,1))
+        nodeids.add_point(Point(1,1))
+
+        self.assertEqual(nodeids.size_of(), 1)
+
+    # def test_linesweep(self):
         ''' Prüft ob aus ungeanuen Endpunkten von Racks innerhalb einer Json ein neues Rack-Gerüst mit aufeinander Liegenden
         Endpunkten auf Racks erzeugt wird.
         '''
@@ -529,104 +669,193 @@ class TestLinesweep(unittest.TestCase):
         
         self.assertEqual(connected_racks, res_rack_seg)
 
-
-    def test_ids_to_point(self):
-        ''' Testet, ob gefragter Punkt auf Racks a, b, c liegt'''
+    def test_cut_rack_in_segments(self):
+        ''' Teilt Rack aus Polyline in mehrere Segmente automatisch auf.'''
+        racks_data = {
+            'Rack_1': [Point(0, 0), Point(0, 10), Point (10, 10)],
+            'Rack_2': [Point(-5, 5), Point(5, 5)]
+            }
         
-        res_rack_seg = {'Rack_1-0': [Point(1, 0), Point(5, 6)], 
-                        'Rack_2-0': [Point(1, 8), Point(1, 0)], 
-                        'Rack_2-1': [Point(0, 10), Point(5, 10)]}
+        rack = RackIDs()
+        rack.add_racks(racks_data)
+
+        self.assertEqual(rack.get_rack_names(), ['Rack_1-1', 'Rack_1-2', 'Rack_2'])
+
+
         
 
-        point2rack = RackIDs(res_rack_seg)
+    def test_intersect_segments(self):
+        ''' Stellt Schnittpunkte zwischen Racks fest und fügt Schnittpunkt zu Rack hinzu. '''
+        racks_data = {
+            'Rack_1': [Point(0, 0), Point(0, 10), Point (10, 10)],
+            'Rack_2': [Point(-5, 5), Point(5, 5)],
+            }
+        
+        rack = RackIDs()
+        rack.add_racks(racks_data)
+        rack.join_racks()
 
-        self.assertEqual(point2rack.get_racks_from_point(Point(1, 0)), ["Rack_1-0", "Rack_2-0"])
-        self.assertEqual(point2rack.get_racks_from_point(Point(5, 6)), ["Rack_1-0"])
-        self.assertEqual(point2rack.get_points_from_rack("Rack_2-0"), [Point(1, 0), Point(1, 8)])
+        self.assertEqual(rack.get_points_from_rack("Rack_1-1"), [Point(0, 0), Point(0, 5), Point (0, 10)])
+
+    def test_snap_segments(self):
+        ''' Verlängert Anfangs und Endpunkte von Racks, sodass sie auf naheliegenden Racks liegen'''
+        racks_data = {
+            'Rack_1': [Point(0, 0), Point(0, 10)],
+            'Rack_2': [Point(1, 5), Point(5, 5)],
+            'Rack_3': [Point(1.5, 7.5), Point(5,7.5)]
+            }
+        
+        rack = RackIDs()
+        rack.add_racks(racks_data)
+        rack.join_racks()
+
+        self.assertEqual(rack.get_points_from_rack("Rack_1"), [Point(0, 0), Point(0, 5), Point (0, 10)])
+
+    # def test_ids_to_point(self):
+    #     ''' Testet, ob gefragter Punkt auf Racks a, b, c liegt'''
+        
+    #     res_rack_seg = {'Rack_1-0': [Point(1, 0), Point(5, 6)], 
+    #                     'Rack_2-0': [Point(1, 8), Point(1, 0)], 
+    #                     'Rack_2-1': [Point(0, 10), Point(5, 10)]}
+        
+
+    #     point2rack = RackIDs(res_rack_seg)
+
+    #     self.assertEqual(point2rack.get_racks_from_point(Point(1, 0)), ["Rack_1-0", "Rack_2-0"])
+    #     self.assertEqual(point2rack.get_racks_from_point(Point(5, 6)), ["Rack_1-0"])
+    #     self.assertEqual(point2rack.get_points_from_rack("Rack_2-0"), [Point(1, 0), Point(1, 8)])
     
 
-    def test_add_point_interim(self):
-        ''' Testet das inzufügen und einsortieren eines Zwischenpunktes zwische nRack-Anfang und Rack-Ende'''
+    # def test_add_point_interim(self):
+    #     ''' Testet das inzufügen und einsortieren eines Zwischenpunktes zwische nRack-Anfang und Rack-Ende'''
         
-        res_rack_seg = {'Rack_1-0': [Point(1, 0), Point(5, 6)], 
-                        'Rack_2-0': [Point(1, 8), Point(1, 0)], 
-                        'Rack_2-1': [Point(0, 10), Point(5, 10)]}
+    #     res_rack_seg = {'Rack_1-0': [Point(1, 0), Point(5, 6)], 
+    #                     'Rack_2-0': [Point(1, 8), Point(1, 0)], 
+    #                     'Rack_2-1': [Point(0, 10), Point(5, 10)]}
         
 
-        point2rack = RackIDs(res_rack_seg)
-        point2rack.add_point_to_rack(Point(1,4), "Rack_2-0")
+    #     point2rack = RackIDs(res_rack_seg)
+    #     point2rack.add_point_to_rack(Point(1,4), "Rack_2-0")
 
-        self.assertEqual(point2rack.get_points_from_rack("Rack_2-0"), [Point(1, 0), Point(1,4), Point(1, 8)])
+    #     self.assertEqual(point2rack.get_points_from_rack("Rack_2-0"), [Point(1, 0), Point(1,4), Point(1, 8)])
 
 
-    def test_add_sensor(self):
-        ''' Erzeugt Aufpunkt an dem Sensor nähesten Rack und fügt diesen auf Rack ein (sortiert).'''
+    # def test_add_sensor(self):
+    #     ''' Erzeugt Aufpunkt an dem Sensor nähesten Rack und fügt diesen auf Rack ein (sortiert).'''
 
 
-        rack_segs = {'Rack_1-0': [Point(0, 0), Point(0, 10)], 
-                     'Rack_2-0': [Point(10, -2), Point(10, 5)], 
-                     'Rack_2-1': [Point(0, 3), Point(10, 3)]}
+    #     rack_segs = {'Rack_1-0': [Point(0, 0), Point(0, 10)], 
+    #                  'Rack_2-0': [Point(10, -2), Point(10, 5)], 
+    #                  'Rack_2-1': [Point(0, 3), Point(10, 3)]}
         
-        sensors = {'Sens_1': Point(1, 1), 
-                   'Sens_2': Point(2, 4), 
-                   'Sens_3': Point(9, 2)}
+    #     sensors = {'Sens_1': Point(1, 1), 
+    #                'Sens_2': Point(2, 4), 
+    #                'Sens_3': Point(9, 2)}
         
        
-        an = Anlage()
-        point2rack = an.set_racks(rack_segs)
-        an.add_sensors(sensors)
+    #     an = Anlage()
+    #     point2rack = an.set_racks(rack_segs)
+    #     an.add_sensors(sensors)
        
-        plist1 = an.get_points_from_rack("Rack_1-0")
+    #     plist1 = an.get_points_from_rack("Rack_1-0")
 
-        an.connect_sensors_to_racks()
-        plist2 = an.get_points_from_rack("Rack_1-0")
+    #     an.connect_sensors_to_racks()
+    #     plist2 = an.get_points_from_rack("Rack_1-0")
         
-        self.assertEqual(plist1, [Point(0, 0), Point(0, 10)])
-        self.assertEqual(plist2, [Point(0, 0), Point(0,1), Point(0, 10)])
+    #     self.assertEqual(plist1, [Point(0, 0), Point(0, 10)])
+    #     self.assertEqual(plist2, [Point(0, 0), Point(0,1), Point(0, 10)])
 
     
-    def test_generate_graph(self):
+    # def test_generate_graph(self):
 
-        rack_segs = {'Rack_1-0': [Point(0, 0), Point(0, 10)], 
-                     'Rack_2-0': [Point(10, -2), Point(10, 5)], 
-                     'Rack_2-1': [Point(0, 3), Point(10, 3)]}
+    #     rack_segs = {'Rack_1-0': [Point(0, 0), Point(0, 10)], 
+    #                  'Rack_2-0': [Point(10, -2), Point(10, 5)], 
+    #                  'Rack_2-1': [Point(0, 3), Point(10, 3)]}
         
-        sensors = {'Sens_1': Point(1, 1), 
-                   'Sens_2': Point(2, 4), 
-                   'Sens_3': Point(9, 2)}
+    #     sensors = {'Sens_1': Point(1, 1), 
+    #                'Sens_2': Point(2, 4), 
+    #                'Sens_3': Point(9, 2)}
         
-        distributors = {'Dist_1': Point(-1, 9), 
-                        'Dist_2': Point(11, 0)}
+    #     distributors = {'Dist_1': Point(-1, 9), 
+    #                     'Dist_2': Point(11, 0)}
 
-        an = Anlage()
-        an.set_racks(rack_segs)
+    #     an = Anlage()
+    #     an.set_racks(rack_segs)
 
-        G1 = nx.Graph()
-        pos = an.generate_graph(G1)
-        nx.draw(G1, pos, with_labels=False, node_size=10, font_size=8)
-        plt.show()
+    #     G1 = nx.Graph()
+    #     pos = an.generate_graph(G1)
+    #     nx.draw(G1, pos, with_labels=False, node_size=10, font_size=8)
+    #     plt.show()
 
-        an.add_sensors(sensors)
-        an.connect_sensors_to_racks()
+    #     an.add_sensors(sensors)
+    #     an.connect_sensors_to_racks()
 
-        G2 = nx.Graph() 
-        pos = an.generate_graph(G2)
+    #     G2 = nx.Graph() 
+    #     pos = an.generate_graph(G2)
 
-        edge_colors = [G2[u][v].get('color', 'black') for u, v in G2.edges()]
-        nx.draw(G2, pos, with_labels=False, node_size=10, font_size=8, edge_color=edge_colors)
-        plt.show()
+    #     edge_colors = [G2[u][v].get('color', 'black') for u, v in G2.edges()]
+    #     nx.draw(G2, pos, with_labels=False, node_size=10, font_size=8, edge_color=edge_colors)
+    #     plt.show()
 
-        an.add_distributors(distributors)
-        an.connect_distributor_to_racks()
+    #     an.add_distributors(distributors)
+    #     an.connect_distributor_to_racks()
 
-        G3 = nx.Graph() 
-        pos = an.generate_graph(G3)
+    #     G3 = nx.Graph() 
+    #     pos = an.generate_graph(G3)
 
-        edge_colors = [G3[u][v].get('color', 'black') for u, v in G3.edges()]
+    #     edge_colors = [G3[u][v].get('color', 'black') for u, v in G3.edges()]
         
-        nx.draw(G3, pos, with_labels=False, node_size=10, font_size=8, edge_color=edge_colors)
-        plt.show()
+    #     nx.draw(G3, pos, with_labels=False, node_size=10, font_size=8, edge_color=edge_colors)
+    #     plt.show()
         
 
+    # def test_Wegsuche(self):
+
+    #     rack_segs = {'Rack_1-0': [Point(0, 0), Point(0, 10)], 
+    #                  'Rack_2-0': [Point(10, -2), Point(10, 5)], 
+    #                  'Rack_2-1': [Point(0, 3), Point(10, 3)]}
+        
+    #     sensors = {'Sens_1': Point(1, 1), 
+    #                'Sens_2': Point(2, 4), 
+    #                'Sens_3': Point(9, 2)}
+        
+    #     distributors = {'Dist_1': Point(-1, 9), 
+    #                     'Dist_2': Point(11, 0)}
+        
+    #     mapping = {'Dist_1': ['Sens_1', 'Sens_2'], 
+    #                'Dist_2': ['Sens_3']}
+
+    #     an = Anlage()
+    #     an.set_racks(rack_segs)
+    #     an.add_sensors(sensors)
+    #     an.connect_sensors_to_racks()
+    #     an.add_distributors(distributors)
+    #     an.connect_distributor_to_racks()
+    #     an.map_distributors_to_sensors(mapping)
+        
+
+    #     G3 = nx.Graph() 
+    #     pos = an.generate_graph(G3)
+    #     print(G3.nodes)
+    #     print(G3.edges)
+    #     print([(n, nbrdict) for n, nbrdict in G3.adjacency()])
+    #     print(an.show_node_ids())
+
+       
+        
+    #     edge_colors = [G3[u][v].get('color', 'black') for u, v in G3.edges()]
+        
+    #     nx.draw(G3, pos, with_labels=False, node_size=10, font_size=8, edge_color=edge_colors)
+    #     plt.show()
+
+        
+
+
+    #     paths = an.create_cable_paths(G3)
+    #     self.assertEqual(paths, "")
+
+
+
+
 if __name__  == '__main__':
     unittest.main()