class TestGraphLadder(unittest.TestCase):
def setUp(self):
self.N = 8 # number of nodes
self.G = Graph(self.N)
self.edges = [
Edge(0, 1, 2),
Edge(0, 2, 1),
Edge(2, 3, 5),
Edge(1, 3, 3),
Edge(2, 4, 4),
Edge(3, 5, 6),
Edge(4, 6, 7),
Edge(4, 5, 8),
Edge(5, 7, 9),
Edge(6, 7, 10)
]
for edge in self.edges:
self.G.add_edge(edge)
def test_basic(self):
self.assertFalse(self.G.is_directed())
self.assertEqual(self.G.v(), self.N)
self.assertEqual(self.G.e(), len(self.edges))
def test_edges(self):
for edge in self.edges:
self.assertTrue(self.G.has_edge(edge))
self.assertEqual(self.G.weight(edge), edge.weight)
self.assertFalse(self.G.has_edge(Edge(0, 3)))
self.assertEqual(self.G.weight(Edge(0, 3)), 0) # no edge
def test_del(self):
self.assertEqual(self.G.e(), 10)
self.G.del_node(7)
self.assertEqual(self.G.e(), 8)
self.G.del_node(2)
self.assertEqual(self.G.e(), 5)
def test_adjacent(self):
for node in self.G.iteradjacent(0):
self.assertTrue(node in [1, 2])
for node in self.G.iteradjacent(2):
self.assertTrue(node in [0, 3, 4])
def tearDown(self):
pass
class TestGraphLadder(unittest.TestCase):
def setUp(self):
self.N = 8 # number of nodes
self.G = Graph(self.N)
self.edges = [
Edge(0, 1, 2), Edge(0, 2, 1), Edge(2, 3, 5),
Edge(1, 3, 3), Edge(2, 4, 4), Edge(3, 5, 6), Edge(4, 6, 7),
Edge(4, 5, 8), Edge(5, 7, 9), Edge(6, 7, 10)]
for edge in self.edges:
self.G.add_edge(edge)
def test_basic(self):
self.assertFalse(self.G.is_directed())
self.assertEqual(self.G.v(), self.N)
self.assertEqual(self.G.e(), len(self.edges))
def test_edges(self):
for edge in self.edges:
self.assertTrue(self.G.has_edge(edge))
self.assertEqual(self.G.weight(edge), edge.weight)
self.assertFalse(self.G.has_edge(Edge(0, 3)))
self.assertEqual(self.G.weight(Edge(0, 3)), 0) # no edge
def test_del(self):
self.assertEqual(self.G.e(), 10)
self.G.del_node(7)
self.assertEqual(self.G.e(), 8)
self.G.del_node(2)
self.assertEqual(self.G.e(), 5)
def test_adjacent(self):
for node in self.G.iteradjacent(0):
self.assertTrue(node in [1, 2])
for node in self.G.iteradjacent(2):
self.assertTrue(node in [0, 3, 4])
def tearDown(self): pass
class TestGraphUndirected(unittest.TestCase):
def setUp(self):
self.N = 4 # number of nodes
self.G = Graph(self.N)
self.nodes = ["A", "B", "C", "D"]
self.edges = [
Edge("A", "B", 2),
Edge("B", "C", 4),
Edge("C", "A", 6),
Edge("C", "D", 3),
Edge("D", "B", 5)
]
for node in self.nodes:
self.G.add_node(node)
for edge in self.edges:
self.G.add_edge(edge)
#self.G.show()
def test_undirected(self):
self.assertFalse(self.G.is_directed())
self.assertEqual(self.G.v(), self.N)
self.assertEqual(self.G.e(), 5)
self.G.del_node("B")
self.assertEqual(self.G.v(), 3)
self.assertEqual(self.G.e(), 2)
def test_iteredges(self):
inedges_B = list(self.G.iterinedges("B"))
outedges_B = list(self.G.iteroutedges("B"))
#print inedges_B, outedges_B
self.assertEqual(len(inedges_B), 3)
self.assertEqual(len(outedges_B), 3)
def test_iteredges_connected(self):
start_edge = next(self.G.iteredges())
A = set([start_edge.source, start_edge.target])
for edge in self.G.iteredges_connected(start_edge):
B = set([edge.source, edge.target])
self.assertTrue(len(A & B) > 0)
A.update(B)
#print ( A )
def test_copy(self):
T = self.G.copy()
self.assertEqual(T.v(), self.G.v())
self.assertEqual(T.e(), self.G.e())
for node in T.iternodes():
self.assertTrue(self.G.has_node(node))
for edge in T.iteredges():
self.assertTrue(self.G.has_edge(edge))
def test_transpose(self):
T = self.G.transpose()
self.assertEqual(T.v(), self.G.v())
self.assertEqual(T.e(), self.G.e())
for node in T.iternodes():
self.assertTrue(self.G.has_node(node))
for edge in T.iteredges():
self.assertTrue(self.G.has_edge(~edge))
def test_complement(self):
T = self.G.complement()
self.assertEqual(T.v(), self.G.v())
self.assertEqual(T.e(), self.N * (self.N - 1) / 2 - self.G.e())
for node in T.iternodes():
self.assertTrue(self.G.has_node(node))
for edge in T.iteredges():
self.assertFalse(self.G.has_edge(edge))
for edge in self.G.iteredges():
self.assertFalse(T.has_edge(edge))
def test_subgraph(self):
T = self.G.subgraph(["A", "B", "C"])
self.assertEqual(T.v(), 3)
self.assertEqual(T.e(), 3)
for edge in T.iteredges():
self.assertTrue(self.G.has_edge(edge))
def test_degree(self):
self.assertEqual(self.G.degree("A"), 2)
self.assertEqual(self.G.degree("B"), 3)
self.assertEqual(self.G.degree("C"), 3)
self.assertEqual(self.G.degree("D"), 2)
def test_add_graph_undirected(self):
T = Graph(self.N)
for node in self.nodes:
T.add_node(node)
T.add_edge(Edge("A", "D", 9))
self.assertEqual(T.v(), self.N)
self.assertEqual(T.e(), 1)
self.G.add_graph(T)
self.assertEqual(self.G.v(), self.N)
self.assertEqual(self.G.e(), 6)
def test_load_save(self):
name1 = "undirected_graph.txt"
name2 = "undirected_graph.lgl"
name3 = "undirected_graph.ncol"
self.G.save(name1)
self.G.save_lgl(name2)
self.G.save_ncol(name3)
T = Graph.load(name1)
self.assertEqual(self.G, T)
def tearDown(self):
pass
class TestGraphDirected(unittest.TestCase):
def setUp(self):
self.N = 4 # number of nodes
self.G = Graph(self.N, directed=True)
self.nodes = ["A", "B", "C", "D"]
self.edges = [
Edge("A", "B", 2),
Edge("B", "C", 4),
Edge("C", "A", 6),
Edge("C", "D", 3),
Edge("D", "B", 5)
]
for node in self.nodes:
self.G.add_node(node)
for edge in self.edges:
self.G.add_edge(edge)
#self.G.show()
def test_directed(self):
self.assertTrue(self.G.is_directed())
self.assertEqual(self.G.v(), self.N)
self.assertEqual(self.G.e(), 5)
self.G.del_node("B")
self.assertEqual(self.G.v(), 3)
self.assertEqual(self.G.e(), 2)
def test_cmp(self):
T = Graph(self.N)
self.assertFalse(T == self.G, "directed and undirected graphs")
T = Graph(self.N, directed=True)
for node in ["A", "B", "C", "X"]:
T.add_node(node)
self.assertFalse(T == self.G, "nodes are different")
T.del_node("X")
self.assertFalse(T == self.G, "numbers of nodes are different")
T.add_node("D")
T.add_edge(Edge("A", "B", 2))
T.add_edge(Edge("B", "C", 4))
T.add_edge(Edge("C", "A", 6))
T.add_edge(Edge("C", "D", 3))
self.assertFalse(T == self.G, "edge numbers are different")
T.add_edge(Edge("D", "B", 7))
self.assertFalse(T == self.G, "edge weights are different")
T.del_edge(Edge("D", "B", 7))
T.add_edge(Edge("B", "D", 5))
self.assertFalse(T == self.G, "edge directions are different")
T.del_edge(Edge("B", "D", 5))
T.add_edge(Edge("D", "B", 5))
self.assertTrue(T == self.G, "graphs are the same")
def test_iteredges(self):
inedges_B = list(self.G.iterinedges("B"))
outedges_B = list(self.G.iteroutedges("B"))
#print inedges_B, outedges_B
self.assertEqual(len(inedges_B), 2)
self.assertEqual(len(outedges_B), 1)
def test_copy(self):
T = self.G.copy()
self.assertEqual(T.v(), self.G.v())
self.assertEqual(T.e(), self.G.e())
for node in T.iternodes():
self.assertTrue(self.G.has_node(node))
for edge in T.iteredges():
self.assertTrue(self.G.has_edge(edge))
def test_transpose(self):
T = self.G.transpose()
self.assertEqual(T.v(), self.G.v())
self.assertEqual(T.e(), self.G.e())
for node in T.iternodes():
self.assertTrue(self.G.has_node(node))
for edge in T.iteredges():
self.assertTrue(self.G.has_edge(~edge))
def test_complement(self):
T = self.G.complement()
self.assertEqual(T.v(), self.G.v())
self.assertEqual(T.e(), self.N * (self.N - 1) - self.G.e())
for node in T.iternodes():
self.assertTrue(self.G.has_node(node))
for edge in T.iteredges():
self.assertFalse(self.G.has_edge(edge))
for edge in self.G.iteredges():
self.assertFalse(T.has_edge(edge))
def test_subgraph(self):
T = self.G.subgraph(["A", "B", "C"])
self.assertEqual(T.v(), 3)
self.assertEqual(T.e(), 3)
for edge in T.iteredges():
self.assertTrue(self.G.has_edge(edge))
def test_add_graph_directed(self):
T = Graph(self.N, directed=True)
for node in self.nodes:
T.add_node(node)
T.add_edge(Edge("A", "D", 9))
self.assertEqual(T.v(), self.N)
self.assertEqual(T.e(), 1)
self.G.add_graph(T)
self.assertEqual(self.G.v(), self.N)
self.assertEqual(self.G.e(), 6)
def test_degree(self):
self.assertEqual(self.G.indegree("A"), 1)
self.assertEqual(self.G.indegree("B"), 2)
self.assertEqual(self.G.indegree("C"), 1)
self.assertEqual(self.G.indegree("D"), 1)
self.assertEqual(self.G.outdegree("A"), 1)
self.assertEqual(self.G.outdegree("B"), 1)
self.assertEqual(self.G.outdegree("C"), 2)
self.assertEqual(self.G.outdegree("D"), 1)
def test_exceptions(self):
self.assertRaises(ValueError, self.G.add_edge, Edge("A", "A", 1))
self.assertRaises(ValueError, self.G.add_edge, Edge("A", "B", 2))
self.assertRaises(ValueError, self.G.degree, "A")
def tearDown(self):
pass
class TestGraphUndirected(unittest.TestCase):
def setUp(self):
self.N = 4 # number of nodes
self.G = Graph(self.N)
self.nodes = ["A", "B", "C", "D"]
self.edges = [
Edge("A", "B", 2), Edge("B", "C", 4), Edge("C", "A", 6),
Edge("C", "D", 3), Edge("D", "B", 5)]
for node in self.nodes:
self.G.add_node(node)
for edge in self.edges:
self.G.add_edge(edge)
#self.G.show()
def test_undirected(self):
self.assertFalse(self.G.is_directed())
self.assertEqual(self.G.v(), self.N)
self.assertEqual(self.G.e(), 5)
self.G.del_node("B")
self.assertEqual(self.G.v(), 3)
self.assertEqual(self.G.e(), 2)
def test_iteredges(self):
inedges_B = list(self.G.iterinedges("B"))
outedges_B = list(self.G.iteroutedges("B"))
#print inedges_B, outedges_B
self.assertEqual(len(inedges_B), 3)
self.assertEqual(len(outedges_B), 3)
def test_copy(self):
T = self.G.copy()
self.assertEqual(T.v(), self.G.v())
self.assertEqual(T.e(), self.G.e())
for node in T.iternodes():
self.assertTrue(self.G.has_node(node))
for edge in T.iteredges():
self.assertTrue(self.G.has_edge(edge))
def test_transpose(self):
T = self.G.transpose()
self.assertEqual(T.v(), self.G.v())
self.assertEqual(T.e(), self.G.e())
for node in T.iternodes():
self.assertTrue(self.G.has_node(node))
for edge in T.iteredges():
self.assertTrue(self.G.has_edge(~edge))
def test_complement(self):
T = self.G.complement()
self.assertEqual(T.v(), self.G.v())
self.assertEqual(T.e(), self.N*(self.N-1)/2 - self.G.e())
for node in T.iternodes():
self.assertTrue(self.G.has_node(node))
for edge in T.iteredges():
self.assertFalse(self.G.has_edge(edge))
for edge in self.G.iteredges():
self.assertFalse(T.has_edge(edge))
def test_subgraph(self):
T = self.G.subgraph(["A", "B", "C"])
self.assertEqual(T.v(), 3)
self.assertEqual(T.e(), 3)
for edge in T.iteredges():
self.assertTrue(self.G.has_edge(edge))
def test_degree(self):
self.assertEqual(self.G.degree("A"), 2)
self.assertEqual(self.G.degree("B"), 3)
self.assertEqual(self.G.degree("C"), 3)
self.assertEqual(self.G.degree("D"), 2)
def test_add_graph_undirected(self):
T = Graph(self.N)
for node in self.nodes:
T.add_node(node)
T.add_edge(Edge("A", "D", 9))
self.assertEqual(T.v(), self.N)
self.assertEqual(T.e(), 1)
self.G.add_graph(T)
self.assertEqual(self.G.v(), self.N)
self.assertEqual(self.G.e(), 6)
def test_load_save(self):
name1 = "undirected_graph.txt"
name2 = "undirected_graph.lgl"
name3 = "undirected_graph.ncol"
self.G.save(name1)
self.G.save_lgl(name2)
self.G.save_ncol(name3)
T = Graph.load(name1)
self.assertEqual(self.G, T)
def tearDown(self): pass
class TestGraphDirected(unittest.TestCase):
def setUp(self):
self.N = 4 # number of nodes
self.G = Graph(self.N, directed=True)
self.nodes = ["A", "B", "C", "D"]
self.edges = [
Edge("A", "B", 2), Edge("B", "C", 4), Edge("C", "A", 6),
Edge("C", "D", 3), Edge("D", "B", 5)]
for node in self.nodes:
self.G.add_node(node)
for edge in self.edges:
self.G.add_edge(edge)
#self.G.show()
def test_directed(self):
self.assertTrue(self.G.is_directed())
self.assertEqual(self.G.v(), self.N)
self.assertEqual(self.G.e(), 5)
self.G.del_node("B")
self.assertEqual(self.G.v(), 3)
self.assertEqual(self.G.e(), 2)
def test_cmp(self):
T = Graph(self.N)
self.assertFalse(T == self.G, "directed and undirected graphs")
T = Graph(self.N, directed=True)
for node in ["A", "B", "C", "X"]:
T.add_node(node)
self.assertFalse(T == self.G, "nodes are different")
T.del_node("X")
self.assertFalse(T == self.G, "numbers of nodes are different")
T.add_node("D")
T.add_edge(Edge("A", "B", 2))
T.add_edge(Edge("B", "C", 4))
T.add_edge(Edge("C", "A", 6))
T.add_edge(Edge("C", "D", 3))
self.assertFalse(T == self.G, "edge numbers are different")
T.add_edge(Edge("D", "B", 7))
self.assertFalse(T == self.G, "edge weights are different")
T.del_edge(Edge("D", "B", 7))
T.add_edge(Edge("B", "D", 5))
self.assertFalse(T == self.G, "edge directions are different")
T.del_edge(Edge("B", "D", 5))
T.add_edge(Edge("D", "B", 5))
self.assertTrue(T == self.G, "graphs are the same")
def test_iteredges(self):
inedges_B = list(self.G.iterinedges("B"))
outedges_B = list(self.G.iteroutedges("B"))
#print inedges_B, outedges_B
self.assertEqual(len(inedges_B), 2)
self.assertEqual(len(outedges_B), 1)
def test_copy(self):
T = self.G.copy()
self.assertEqual(T.v(), self.G.v())
self.assertEqual(T.e(), self.G.e())
for node in T.iternodes():
self.assertTrue(self.G.has_node(node))
for edge in T.iteredges():
self.assertTrue(self.G.has_edge(edge))
def test_transpose(self):
T = self.G.transpose()
self.assertEqual(T.v(), self.G.v())
self.assertEqual(T.e(), self.G.e())
for node in T.iternodes():
self.assertTrue(self.G.has_node(node))
for edge in T.iteredges():
self.assertTrue(self.G.has_edge(~edge))
def test_complement(self):
T = self.G.complement()
self.assertEqual(T.v(), self.G.v())
self.assertEqual(T.e(), self.N*(self.N-1) - self.G.e())
for node in T.iternodes():
self.assertTrue(self.G.has_node(node))
for edge in T.iteredges():
self.assertFalse(self.G.has_edge(edge))
for edge in self.G.iteredges():
self.assertFalse(T.has_edge(edge))
def test_subgraph(self):
T = self.G.subgraph(["A", "B", "C"])
self.assertEqual(T.v(), 3)
self.assertEqual(T.e(), 3)
for edge in T.iteredges():
self.assertTrue(self.G.has_edge(edge))
def test_add_graph_directed(self):
T = Graph(self.N, directed=True)
for node in self.nodes:
T.add_node(node)
T.add_edge(Edge("A", "D", 9))
self.assertEqual(T.v(), self.N)
self.assertEqual(T.e(), 1)
self.G.add_graph(T)
self.assertEqual(self.G.v(), self.N)
self.assertEqual(self.G.e(), 6)
def test_degree(self):
self.assertEqual(self.G.indegree("A"), 1)
self.assertEqual(self.G.indegree("B"), 2)
self.assertEqual(self.G.indegree("C"), 1)
self.assertEqual(self.G.indegree("D"), 1)
self.assertEqual(self.G.outdegree("A"), 1)
self.assertEqual(self.G.outdegree("B"), 1)
self.assertEqual(self.G.outdegree("C"), 2)
self.assertEqual(self.G.outdegree("D"), 1)
def test_exceptions(self):
self.assertRaises(ValueError, self.G.add_edge, Edge("A", "A", 1))
self.assertRaises(ValueError, self.G.add_edge, Edge("A", "B", 2))
self.assertRaises(ValueError, self.G.degree, "A")
def tearDown(self): pass
G = Graph(n=V, directed=False)
for i in range(V):
G.add_node((random.random(), random.random()))
for source in G.iternodes():
for target in G.iternodes():
if source < target:
x0, y0 = source
x1, y1 = target
weight = math.hypot(x1 - x0, y1 - y0)
G.add_edge(Edge(source, target, weight))
#G.show()
print("Calculate parameters ...")
print("Nodes: {} {}".format(G.v(), V))
print("Edges: {} {}".format(G.e(), E))
print("Directed: {}".format(G.is_directed()))
print("Delta: {}".format(max(G.degree(node) for node in G.iternodes())))
print("Testing BruteForceTSPWithGraph ...")
t1 = timeit.Timer(lambda: BruteForceTSPWithGraph(G).run())
print("{} {} {}".format(V, E, t1.timeit(1))) # single run
print("Testing NearestNeighborTSPWithGraph ...")
t1 = timeit.Timer(lambda: NearestNeighborTSPWithGraph(G).run())
print("{} {} {}".format(V, E, t1.timeit(1))) # single run
print("Testing RepeatedNearestNeighborTSPWithGraph ...")
t1 = timeit.Timer(lambda: RepeatedNearestNeighborTSPWithGraph(G).run())
print("{} {} {}".format(V, E, t1.timeit(1))) # single run
print("Testing SortedEdgeTSPWithGraph ...")
G = Graph(n=V, directed=False)
for i in xrange(V):
G.add_node((random.random(), random.random()))
for source in G.iternodes():
for target in G.iternodes():
if source < target:
x0, y0 = source
x1, y1 = target
weight = math.hypot(x1-x0, y1-y0)
G.add_edge(Edge(source, target, weight))
#G.show()
print "Calculate parameters ..."
print "Nodes:", G.v(), V
print "Edges:", G.e(), E
print "Directed:", G.is_directed()
print "Delta:", max(G.degree(node) for node in G.iternodes())
print "Testing BruteForceTSPWithGraph ..."
t1 = timeit.Timer(lambda: BruteForceTSPWithGraph(G).run())
print V, E, t1.timeit(1) # single run
print "Testing NearestNeighborTSPWithGraph ..."
t1 = timeit.Timer(lambda: NearestNeighborTSPWithGraph(G).run())
print V, E, t1.timeit(1) # single run
print "Testing RepeatedNearestNeighborTSPWithGraph ..."
t1 = timeit.Timer(lambda: RepeatedNearestNeighborTSPWithGraph(G).run())
print V, E, t1.timeit(1) # single run
print "Testing SortedEdgeTSPWithGraph ..."
G = Graph(n=V, directed=False)
for i in range(V):
G.add_node((random.random(), random.random()))
for source in G.iternodes():
for target in G.iternodes():
if source < target:
x0, y0 = source
x1, y1 = target
weight = math.hypot(x1-x0, y1-y0)
G.add_edge(Edge(source, target, weight))
#G.show()
print ( "Calculate parameters ..." )
print ( "Nodes: {} {}".format( G.v(), V ))
print ( "Edges: {} {}".format( G.e(), E ))
print ( "Directed: {}".format( G.is_directed() ))
print ( "Delta: {}".format( max(G.degree(node) for node in G.iternodes()) ))
print ( "Testing BruteForceTSPWithGraph ..." )
t1 = timeit.Timer(lambda: BruteForceTSPWithGraph(G).run())
print ( "{} {} {}".format(V, E, t1.timeit(1)) ) # single run
print ( "Testing NearestNeighborTSPWithGraph ..." )
t1 = timeit.Timer(lambda: NearestNeighborTSPWithGraph(G).run())
print ( "{} {} {}".format(V, E, t1.timeit(1)) ) # single run
print ( "Testing RepeatedNearestNeighborTSPWithGraph ..." )
t1 = timeit.Timer(lambda: RepeatedNearestNeighborTSPWithGraph(G).run())
print ( "{} {} {}".format(V, E, t1.timeit(1)) ) # single run
print ( "Testing SortedEdgeTSPWithGraph ..." )
G = Graph(n=V, directed=False)
for i in xrange(V):
G.add_node((random.random(), random.random()))
for source in G.iternodes():
for target in G.iternodes():
if source < target:
x0, y0 = source
x1, y1 = target
weight = math.hypot(x1 - x0, y1 - y0)
G.add_edge(Edge(source, target, weight))
#G.show()
print "Calculate parameters ..."
print "Nodes:", G.v(), V
print "Edges:", G.e(), E
print "Directed:", G.is_directed()
print "Delta:", max(G.degree(node) for node in G.iternodes())
print "Testing BruteForceTSPWithGraph ..."
t1 = timeit.Timer(lambda: BruteForceTSPWithGraph(G).run())
print V, E, t1.timeit(1) # single run
print "Testing NearestNeighborTSPWithGraph ..."
t1 = timeit.Timer(lambda: NearestNeighborTSPWithGraph(G).run())
print V, E, t1.timeit(1) # single run
print "Testing RepeatedNearestNeighborTSPWithGraph ..."
t1 = timeit.Timer(lambda: RepeatedNearestNeighborTSPWithGraph(G).run())
print V, E, t1.timeit(1) # single run
print "Testing SortedEdgeTSPWithGraph ..."
