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topology_gen_random.py
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topology_gen_random.py
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import random
import argparse
from graph_classes import ResourceGraph, PhysicalLink, PhysicalNode, SAP, Fog
import networkx as nx
import matplotlib.pyplot as plt
# delay = us
# bandwidth = Mbps
# CPU = core
# RAM = GB
# STORAGE = GB
def generate_topology(num_servers, num_fogs=random.randint(5, 10), num_clouds=2):
rg = ResourceGraph()
core_network = PhysicalNode(type="core_network")
core_network.id += "NETWORK"
rg.nodes.append(core_network)
for i in range(num_clouds):
cloud_cost = {"cpu": random.randint(1, 5) * 100, "ram": random.randint(1, 5) * 100,
"storage": random.randint(1, 5), "bandwidth": random.randint(1, 5) * 0.1}
cloud_fog = Fog()
cloud_fog.id += "CLOUD"
fog_core_gw = PhysicalNode(fog_cloud=cloud_fog.id, type="CORE-gateway-cloud")
fog_core_gw.id += "GW"
cloud_fog.gws.append(fog_core_gw.id)
rg.nodes.append(fog_core_gw)
gw_core_link = PhysicalLink(delay=random.randint(10000, 15000), bandwidth=100000, node1=fog_core_gw.id,
node2=core_network.id)
rg.links.append(gw_core_link)
fog_core_gw.connected_physical_links.append(gw_core_link.id)
core_network.connected_physical_links.append(gw_core_link.id)
for j in range(num_servers):
# Create Physical node object
temp_node = PhysicalNode(cpu_max=999999, cpu_available=999999, ram_max=999999, ram_available=999999,
storage_max=999999, storage_available=999999, fog_cloud=cloud_fog.id,
type="core_cloud", resource_cost=cloud_cost)
temp_node.id += "CLOUD"
# Append to resource graph nodes list
rg.nodes.append(temp_node)
# Append node to fog
cloud_fog.compute_nodes.append(temp_node.id)
# create link between edge node and fog cloud gw
edge_to_core = PhysicalLink(delay=random.randint(100, 200), bandwidth=1000, node1=temp_node.id,
node2=fog_core_gw.id)
rg.links.append(edge_to_core)
fog_core_gw.connected_physical_links.append(edge_to_core.id)
temp_node.connected_physical_links.append(edge_to_core.id)
for j in range(num_servers-1):
for k in range(j + 1, num_servers):
edge_to_edge = PhysicalLink(delay=random.randint(100, 200), bandwidth=1000,
node1=cloud_fog.compute_nodes[j], node2=cloud_fog.compute_nodes[k])
for n in rg.nodes:
if n.id == cloud_fog.compute_nodes[j]:
n.connected_physical_links.append(edge_to_edge.id)
elif n.id == cloud_fog.compute_nodes[k]:
n.connected_physical_links.append(edge_to_edge.id)
rg.links.append(edge_to_edge)
rg.fogs.append(cloud_fog)
rams = [64, 128, 256]
stors = [5120, 10240, 20480, 30720, 40960, 51200, 61440, 71680, 81920]
for f in range(num_fogs):
temp_fog = Fog()
fog_sap_gw = PhysicalNode(fog_cloud=temp_fog.id, type="SAP-gateway")
fog_sap_gw.id += "GW"
temp_fog.gws.append(fog_sap_gw.id)
rg.nodes.append(fog_sap_gw)
fog_core_gw = PhysicalNode(fog_cloud=temp_fog.id, type="CORE-gateway")
fog_core_gw.id += "GW"
temp_fog.gws.append(fog_core_gw.id)
rg.nodes.append(fog_core_gw)
gw_core_link = PhysicalLink(delay=random.randint(10000, 15000), bandwidth=40000, node1=fog_core_gw.id,
node2=core_network.id)
rg.links.append(gw_core_link)
fog_core_gw.connected_physical_links.append(gw_core_link.id)
core_network.connected_physical_links.append(gw_core_link.id)
# create SAP object
temp_SAP = SAP(fog_cloud=temp_fog.id)
# Add to resource graph saps list
temp_SAP.id += 'SAP'
rg.saps.append(temp_SAP)
temp_fog.saps.append(temp_SAP.id)
# Create link between newly created sap and physical node
gw_to_SAP = PhysicalLink(delay=random.randint(100, 200), bandwidth=1000, node1=fog_sap_gw.id, node2=temp_SAP.id)
# add link to resource graph links list
rg.links.append(gw_to_SAP)
fog_sap_gw.connected_physical_links.append(gw_to_SAP.id)
temp_SAP.connected_physical_links.append(gw_to_SAP.id)
gw_to_gw = PhysicalLink(delay=random.randint(100, 200), bandwidth=1000, node1=fog_sap_gw.id,
node2=fog_core_gw.id)
rg.links.append(gw_to_gw)
fog_sap_gw.connected_physical_links.append(gw_to_gw.id)
fog_core_gw.connected_physical_links.append(gw_to_gw.id)
num_nodes = num_servers
for i in range(num_nodes):
# Create Physical node object
cpu = random.randint(24, 30)
ram = rams[random.randint(0, 2)]
storage = stors[random.randint(0, len(stors) - 1)]
temp_node = PhysicalNode(cpu_max=cpu, cpu_available=cpu, ram_max=ram, ram_available=ram,
storage_max=storage, storage_available=storage, fog_cloud=temp_fog.id,
type="compute")
# Append to resource graph nodes list
rg.nodes.append(temp_node)
# Append node to fog
temp_fog.compute_nodes.append(temp_node.id)
# create link between edge node and fog cloud gw
edge_to_core = PhysicalLink(delay=random.randint(100, 200), bandwidth=1000, node1=temp_node.id,
node2=fog_core_gw.id)
rg.links.append(edge_to_core)
fog_core_gw.connected_physical_links.append(edge_to_core.id)
temp_node.connected_physical_links.append(edge_to_core.id)
# create link between edge node and sap gw
edge_to_sap = PhysicalLink(delay=random.randint(100, 200), bandwidth=1000, node1=temp_node.id,
node2=fog_sap_gw.id)
rg.links.append(edge_to_sap)
fog_sap_gw.connected_physical_links.append(edge_to_sap.id)
temp_node.connected_physical_links.append(edge_to_sap.id)
for j in range(num_nodes-1):
for k in range(j + 1, num_nodes):
edge_to_edge = PhysicalLink(delay=random.randint(100, 200), bandwidth=1000,
node1=temp_fog.compute_nodes[j], node2=temp_fog.compute_nodes[k])
for n in rg.nodes:
if n.id == temp_fog.compute_nodes[j]:
n.connected_physical_links.append(edge_to_edge.id)
elif n.id == temp_fog.compute_nodes[k]:
n.connected_physical_links.append(edge_to_edge.id)
rg.links.append(edge_to_edge)
rg.fogs.append(temp_fog)
return rg
def save_topology(rg, file_name='topology.json'):
with open(file_name, 'w') as outfile:
outfile.write(rg.toJSON())
return True
def show_topology(topology, export):
G = nx.Graph()
G.add_nodes_from(nodes=[x.id for x in topology.saps])
G.add_nodes_from(nodes=[x.id for x in topology.nodes])
G.add_edges_from((x.node1, x.node2) for x in topology.links)
cm = []
for node in G:
if 'SAP' in node:
cm.append('blue')
elif 'GW' in node:
cm.append('green')
elif 'NETWORK' in node:
cm.append('yellow')
else:
cm.append('red')
nx.draw(G, node_color=cm, cmap=plt.get_cmap('jet'), node_size=10)
plt.show()
if export:
plt.savefig("graph.png", format="PNG")
return G
if __name__ == '__main__':
parser = argparse.ArgumentParser(description='Topology Generator')
parser.add_argument('--fogs', '-f', action='store', dest='num_fogs', type=int,
default=random.randint(5, 10),
help='Set number of fog clouds')
parser.add_argument('--clouds', '-c', action='store', dest='num_clouds', type=int,
default=2,
help='Set number of clouds')
parser.add_argument('--servers', '-fs', action='store', dest='num_servers_in_fogs', type=int,
default=random.randint(5, 10),
help='Set number of fog servers inside fogs')
parser.add_argument('--save', '-s', action='store', dest='save', type=bool,
default=True,
help='Set if you want to save the topology to file')
parser.add_argument('--export', '-e', action='store', dest='export', type=bool,
default=False,
help='Set if you want to export the resource graph')
parser.add_argument('--file', action='store', dest='file_name', type=str,
default='topology.json',
help='Set json filename where topology will be saved')
arg_results = parser.parse_args()
topology = generate_topology(arg_results.num_servers_in_fogs, arg_results.num_fogs, arg_results.num_clouds)
if arg_results.save:
save_topology(topology, arg_results.file_name)