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graph.py
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import random
class Node:
def __init__(self, id, properties=None):
self.id = id
if properties is None:
properties = {}
self.properties = properties
def to_dict(self):
return {
'id': self.id,
'properties': self.properties,
}
class Edge:
def __init__(self, from_id, to_id, properties=None):
self.from_id = from_id
self.to_id = to_id
if properties is None:
properties = {}
self.properties = properties
def to_dict(self):
return {
'from': self.from_id,
'to': self.to_id,
'properties': self.properties,
}
class Graph:
def __init__(self, nodes, edges):
self.nodes = nodes
self.edges = edges
def to_dict(self):
return {
'nodes': [node.to_dict() for node in self.nodes],
'edges': [edge.to_dict() for edge in self.edges],
}
class UnidirectionalRing(Graph):
def __init__(self, n):
nodes = []
edges = []
for i in range(n):
nodes.append(Node(i))
edges.append(Edge(i, (i + 1) % n))
super().__init__(nodes, edges)
class BidirectionalRing(Graph):
def __init__(self, n):
nodes = []
edges = []
for i in range(n):
nodes.append(Node(i))
edges.append(Edge(i, (i + 1) % n))
edges.append(Edge(i, (i + n - 1) % n)) # (i-1) % n == (i+n-1) % n
super().__init__(nodes, edges)
class KRegularRing(Graph):
def __init__(self, n, k):
nodes = []
edges = []
edges_set = set()
for i in range(n):
nodes.append(Node(i))
for j in range(1, k + 1):
edges_set.add((i, (i + j) % n))
edges_set.add((i, (i + n - j) % n))
for edge in edges_set:
edges.append(Edge(edge[0], edge[1]))
super().__init__(nodes, edges)
class CompleteGraph(Graph):
def __init__(self, n):
nodes = []
edges = []
for i in range(n):
nodes.append(Node(i))
for j in range(n):
if i != j:
edges.append(Edge(i, j))
super().__init__(nodes, edges)
class BipartiteGraph(Graph):
def __init__(self, n, m):
nodes = []
edges = []
for i in range(n + m):
nodes.append(Node(i))
for i in range(n):
for j in range(n, n + m):
edges.append(Edge(i, j))
edges.append(Edge(j, i))
super().__init__(nodes, edges)
class StarGraph(Graph):
def __init__(self, n):
nodes = []
edges = []
for i in range(n):
nodes.append(Node(i))
if i != 0:
edges.append(Edge(0, i))
edges.append(Edge(i, 0))
super().__init__(nodes, edges)
class BinaryGraph(Graph):
def __init__(self, n):
nodes = []
edges = []
for i in range(n):
nodes.append(Node(i))
if (i + 1) // 2 > 0:
edges.append(Edge(i, ((i + 1) // 2) - 1))
edges.append(Edge(((i + 1) // 2) - 1, i))
super().__init__(nodes, edges)
class RandomGraph(Graph):
def __init__(self, n, m):
nodes = []
edges = []
for i in range(n):
nodes.append(Node(i))
edges_set = set()
while len(edges_set) < 2 * m:
random_index_1 = random.randint(0, n - 1)
random_index_2 = random.randint(0, n - 1)
if random_index_1 == random_index_2:
continue
edges_set.add((random_index_1, random_index_2))
edges_set.add((random_index_2, random_index_1))
for edge in edges_set:
edges.append(Edge(edge[0], edge[1]))
super().__init__(nodes, edges)
class ArbitraryGraph(Graph):
def __init__(self, graph_file):
nodes, edges = parse_graph_file(graph_file)
super().__init__(nodes, edges)
def parse_graph_file(graph_file):
NODES = 'nodes'
EDGES = 'edges'
with open(graph_file) as f:
lines = f.readlines()
nodes = []
edges = []
reader_state = None
for line in lines:
if line.startswith(NODES) and reader_state is None:
reader_state = NODES
elif line.startswith(EDGES):
reader_state = EDGES
elif reader_state == NODES and line != '\n':
s = line.split(' ')
if len(s) > 1 and s[1].startswith('Byz'):
properties = {'byzantine': int(s[1][3:])}
nodes.append(Node(int(s[0][1:]), properties))
else:
nodes.append(Node(int(line[1:])))
elif reader_state == EDGES and line != '\n':
s = line.split('->')
from_node_id = int(s[0].strip()[1:])
to_node_id = int(s[1].strip()[1:])
edges.append(Edge(from_node_id, to_node_id))
return nodes, edges