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generate_alv_network.py
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generate_alv_network.py
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#!/usr/bin/env python
#
# Generates network spec according to the scheme described by Al-Fares, Loukissas and Vahdat in SIGCOMM'08
# http://ccr.sigcomm.org/online/files/p63-alfares.pdf
#
# Nik Sultana, UPenn, February 2020
#
# NOTE:
# * Slight difference in the order in which aggregate ports are wired wrt the paper
# * Generates route, forwarding and ARP tables for each network element.
# * I made some tweaks to integrate it smoothly with our BMv2-on-Mininet system running on the tclust cluster
# e.g., using 192 network instead of 10 because of collision with another internal network which Mininet
# doesn't hide from its virtual nodes.
# e.g., all hosts get full ARP table (showing all hosts) -- this can be minimised to show only the edge
# router and the other hosts it's linked to.
# USAGE:
# 1. python generate_alv_network.py --output_FPMNBMV2_config > bmv2/topologies/alv.yml
# 2. (Possibly customise and) execute run_alv.sh
#
# DEBUGGING:
# Have the run_alv.sh script use --cli. After running the script and
# you're in the Mininet prompt, run problematic commands that fail a test
# (e.g., $ORIGINHOST ping -c 1 $DESTHOST).
# Then stop Mininet and inspect the contents of test_output/($TOPOLOGY used
# in run_alv.sh).
# There are 2 things to inspect: the logs at each switch tells you how each
# P4 program instance is executing; inspecting the pcap files shows the
# traffic on each link, which reveals how each packet is progressing and how
# the contents of the packet are changing (e.g., headers, checksum).
# At a larger scale of testing, you can also could use tcpreplay to send
# traffic from a pcap file then looking at the test_output.
import argparse
import random
default_k = float(4) # This is the only parameter to the networks described by Al-Fares et al.
parser = argparse.ArgumentParser(description="Generator for ALV networks")
parser.add_argument('--k', default=default_k, help="ALV networks' k-parameter. Default is " + str(default_k))
parser.add_argument('--output_text_config', action='store_true', help="Outputs config in ad hoc format")
parser.add_argument('--output_FPMNBMV2_config', action='store_true', help="Outputs config for Flightplan's Mininet+BMv2 test environment")
parser.add_argument('--output_ping_selftest', action='store_true', help="Outputs an all-to-all ping test")
parser.add_argument('--host_MTU', default=None, help='Specify MTU for host interfaces')
args = parser.parse_args()
# FIXME make the following into CLI parameters
long_names = False # Because Mininet appears to have a 10-character maximum wrt element names.
port_num_index = 1 # Because our BMv2-on-Mininet system starts indexing ports from 1.
network_number = 192
k = args.k
p4_program = "../../build/bmv2/ALV.json"
random.seed(0)
num_pods = k
num_switch_ports = k
pod_switches_upper = k/2
pod_switches_lower = k/2
pod_num_hosts = pod_switches_lower * (k/2)
num_core_switches = (k/2)*(k/2)
num_hosts = num_pods * pod_num_hosts
def check_int(x):
assert x == float(int(x))
return int(x)
k = check_int(k)
num_pods = check_int(num_pods)
num_switch_ports = check_int(num_switch_ports)
pod_switches_upper = check_int(pod_switches_upper)
pod_switches_lower = check_int(pod_switches_lower)
pod_num_hosts = check_int(pod_num_hosts)
num_core_switches = check_int(num_core_switches)
num_hosts = check_int(num_hosts)
print "# This output was auto-generated using generate_alv_network.py -- modify with care."
print "# k=" + str(k)
print "# pod_switches_upper=" + str(pod_switches_upper)
print "# pod_switches_lower=" + str(pod_switches_lower)
print "# pod_num_hosts=" + str(pod_num_hosts)
print "# num_hosts=" + str(num_hosts)
assert num_hosts == ((k*k*k)/4)
print "# num_core_switches=" + str(num_core_switches)
indentation = " " # FIXME const
CoreSwitches = []
Pods = []
macs_in_use = []
# based on https://stackoverflow.com/questions/735975/static-methods-in-python
def generate_mac_address():
while True:
candidate = "02:00:00:%02x:%02x:%02x" % (random.randint(0, 255),
random.randint(0, 255),
random.randint(0, 255))
if candidate not in macs_in_use:
macs_in_use.append(candidate)
break
return candidate
class IPv4Address:
def __init__(self, o1, o2, o3, o4):
self.o1 = o1
self.o2 = o2
self.o3 = o3
self.o4 = o4
def toString(self):
return str(self.o1) + "." + str(self.o2) + "." + str(self.o3) + "." + str(self.o4)
class SwitchRule:
def __init__(self, mac_address, port):
self.mac_address = mac_address
self.port = port
def toString(self):
return self.mac_address + " -> " + str(self.port)
@staticmethod
def rulesString(rules):
result = ""
for rule in rules:
result += indentation + rule.toString() + "\n"
return result
class RouteRule:
def __init__(self, ipv4_address, mask, next_hop, port, is_prefix_lookup):
self.ipv4_address = ipv4_address
self.mask = mask
self.next_hop = next_hop
self.port = port
self.is_prefix_lookup = is_prefix_lookup
def toString(self):
if self.is_prefix_lookup:
direction = "prefix"
else:
direction = "suffix"
return "(" + direction + ") " + self.ipv4_address.toString() + "/" + str(self.mask) + " -> gateway " + self.next_hop.toString() + " port " + str(self.port)
@staticmethod
def rulesString(rules):
result = ""
for rule in rules:
result += indentation + rule.toString() + "\n"
return result
def bmv2CommandString(self):
if (self.ipv4_address.o1 == 0 and
self.ipv4_address.o2 == 0 and
self.ipv4_address.o3 == 0 and
self.ipv4_address.o4 == 0 and
self.mask == 0):
# Ignore default routing rules when generating BMv2 commands, for this network.
return ""
prefix = "table_add ipv4_forwarding ipv4_forward"
if self.is_prefix_lookup:
if self.mask == 8:
mask_str = "FF000000"
elif self.mask == 16:
mask_str = "FFFF0000"
elif self.mask == 24:
mask_str = "FFFFFF00"
elif self.mask == 32:
mask_str = "FFFFFFFF"
else: raise ValueError("Unsupported mask value: " + str(self.mask))
ipv4_hex = "%2.2X%2.2X%2.2X%2.2X" % (self.ipv4_address.o1, self.ipv4_address.o2, self.ipv4_address.o3, self.ipv4_address.o4)
matcher = "0x" + ipv4_hex + "&&&0x" + mask_str
else:
matcher = "0xFFFFFF%2.2X&&&0x000000FF" % self.ipv4_address.o4
last = " 0" # FIXME this is a priority parameter; it is optional but (the version we're using of) BMv2 seems to require it in this setting.
return prefix + " " + matcher + " => " + self.next_hop.toString() + " " + str(self.port) + last
class Element(object):
def __init__(self, name, ipv4_address, mask):
self.name = name
self.ipv4_address = ipv4_address # In this scheme the same IP address is used across all interfaces.
self.links = {}
self.mask = mask
for i in range(port_num_index, k + port_num_index):
self.links[i] = None
self.route_rules = []
self.switch_rules = []
self.arp_table = []
def stringLinks(self):
result = ""
for i in range(port_num_index, k + port_num_index):
if self.links[i] != None:
if result != "":
result += ", "
result += str(i) + " | " + str(self.links[i]['mac_address']) + " => " + self.links[i]['element'].name + "(" + str(self.links[i]['port']) + ")"
return result
def routeRulesString(self):
result = RouteRule.rulesString(self.route_rules)
if result != "":
result = "\n" + indentation + "Routes:\n" + result
return result
def switchRulesString(self):
result = SwitchRule.rulesString(self.switch_rules)
if result != "":
result = "\n" + indentation + "Switching:\n" + result
return result
def arpTableString(self):
result = ""
for entry in self.arp_table:
result += indentation + entry['ipv4_address'].toString() + " -> " + entry['mac_address']
if result != "":
result = "\n" + indentation + "ARP:\n" + result + "\n"
return result
def toString(self):
return self.name + " (" + self.ipv4_address.toString() + "/" + str(self.mask) + ") " + self.stringLinks() + self.routeRulesString() + self.arpTableString() + self.switchRulesString()
class Switch(Element):
def toString(self):
return "switch " + super(Switch, self).toString()
class Host(Element):
def toString(self):
return "host " + super(Host, self).toString()
def make_core_switches():
count = 0
for core_switch_num_j in range(1, int(float(k)/2) + 1):
for core_switch_num_i in range(1, int(float(k)/2) + 1):
if long_names:
name = "core_" + str(count)
else:
name = "c" + str(count)
ipv4_address = IPv4Address(network_number, k, core_switch_num_j, core_switch_num_i)
count += 1
switch = Switch(name, ipv4_address, 8)
CoreSwitches.append(switch)
def gen_core_switches_route_tables():
for switch in CoreSwitches:
# Based on Algorithm 2 in the paper
for pod_num in range(0, num_pods):
next_hop = switch.links[pod_num + port_num_index]['element'].ipv4_address
switch.route_rules.append(RouteRule(IPv4Address(network_number,pod_num,0,0), 16, next_hop, pod_num + port_num_index, True))
route_table_creation_worklist = []
def gen_pod_switches_route_tables(route_table_creation_worklist):
for entry in route_table_creation_worklist:
switch = entry['switch']
if entry['type'] == 'edge':
for port_num in range(port_num_index, k + port_num_index):
target = switch.links[port_num]['element']
if isinstance(target, Host):
switch.route_rules.append(RouteRule(target.ipv4_address, 32, target.ipv4_address, port_num, True))
# Based on Algorithm 1
default_output_port = port_num_index
default_next_hop = switch.links[default_output_port]['element'].ipv4_address
switch.route_rules.append(RouteRule(IPv4Address(0,0,0,0), 0, default_next_hop, default_output_port, True))
for host_id in range(2, k/2 + 2):
output_port = (host_id - 2 + entry['switch_num']) % (k/2) + k/2 + port_num_index
next_hop = switch.links[output_port]['element'].ipv4_address
switch.route_rules.append(RouteRule(IPv4Address(0,0,0,host_id), 8, next_hop, output_port, False))
elif entry['type'] == 'aggregate':
# Based on Algorithm 1
for subnet in range(0, k/2):
output_port = k/2 + subnet + port_num_index
next_hop = switch.links[output_port]['element'].ipv4_address
switch.route_rules.append(RouteRule(IPv4Address(entry['network_number'],entry['pod_num'],subnet,0), 24, next_hop, output_port, True))
default_output_port = port_num_index
default_next_hop = switch.links[default_output_port]['element'].ipv4_address
switch.route_rules.append(RouteRule(IPv4Address(0,0,0,0), 0, default_next_hop, default_output_port, True))
for host_id in range(2, k/2 + 2):
output_port = (host_id - 2 + entry['switch_num']) % (k/2) + port_num_index
next_hop = switch.links[output_port]['element'].ipv4_address
switch.route_rules.append(RouteRule(IPv4Address(0,0,0,host_id), 8, next_hop, output_port, False))
else: raise ValueError("Unsupported switch type: " + entry['type'])
def link(el1, p1, el2, p2):
assert el1.links[p1] == None
assert el2.links[p2] == None
# Generate different MAC address for each switch port
el1.links[p1] = {'mac_address' : generate_mac_address(), #el1's MAC address at p1
'element' : el2, 'port' : p2} # Link connects el1's p1 port to el2's p2 port.
el2.links[p2] = {'mac_address' : generate_mac_address(), 'element' : el1, 'port' : p1}
el1.switch_rules.append(SwitchRule(el2.links[p2]['mac_address'], p1))
el2.switch_rules.append(SwitchRule(el1.links[p1]['mac_address'], p2))
el1.arp_table.append({'ipv4_address' : el2.ipv4_address, 'mac_address' : el2.links[p2]['mac_address']})
el2.arp_table.append({'ipv4_address' : el1.ipv4_address, 'mac_address' : el1.links[p1]['mac_address']})
def make_pod(pod_num):
Pod = {}
Pod['aggregate'] = []
Pod['edge'] = []
Pod['hosts'] = []
aggregate_count = 0
edge_count = 0
host_count = 0
for switch_num in range(0, pod_switches_lower + pod_switches_upper):
switch_ipv4_address = IPv4Address(network_number, pod_num, switch_num, 1)
if switch_num < pod_switches_lower:
if long_names:
switch_name = "pod_" + str(pod_num) + "_edge_" + str(edge_count)
else:
switch_name = "p" + str(pod_num) + "e" + str(edge_count)
switch = Switch(switch_name, switch_ipv4_address, 24)
Pod['edge'].append(switch)
switch_port = port_num_index
hosts = []
for host_num in range(2, int(float(k)/2) + 2):
if long_names:
host_name = "pod_" + str(pod_num) + "_host_" + str(host_count)
else:
host_name = "p" + str(pod_num) + "h" + str(host_count)
host_ipv4_address = IPv4Address(network_number, pod_num, switch_num, host_num)
host = Host(host_name, host_ipv4_address, 24)
host_port = port_num_index
link(host, host_port, switch, switch_port)
# Default route from hosts to the edge routers
host.route_rules.append(RouteRule(IPv4Address(0,0,0,0), 0, switch.ipv4_address, host_port, True))
Pod['hosts'].append(host)
host_count += 1
switch_port += 1
hosts.append(host)
edge_count += 1
# Propagate ARP table to all hosts
for host in hosts:
for arp_entry in switch.arp_table:
if host.ipv4_address != arp_entry['ipv4_address']:
host.arp_table.append(arp_entry)
route_table_creation_worklist.append({'type' : 'edge', 'switch' : switch, 'switch_num' : switch_num})
else:
if long_names:
switch_name = "pod_" + str(pod_num) + "_aggregate_" + str(aggregate_count)
else:
switch_name = "p" + str(pod_num) + "a" + str(aggregate_count)
switch = Switch(switch_name, switch_ipv4_address, 16)
aggr_switch_num = len(Pod['aggregate'])
for port_num in range(port_num_index, k/2 + port_num_index):
link(CoreSwitches[(port_num - port_num_index) + (aggr_switch_num * k/2)], pod_num + port_num_index, switch, port_num)
Pod['aggregate'].append(switch)
port_num = k/2
for edge_switch in Pod['edge']:
link(edge_switch, switch_num + port_num_index, switch, port_num + port_num_index)
port_num += 1
aggregate_count += 1
route_table_creation_worklist.append({'type' : 'aggregate', 'switch' : switch, 'switch_num' : switch_num, 'network_number' : network_number, 'pod_num' : pod_num})
Pods.append(Pod)
# Create everything
make_core_switches()
for pod_num in range(0, num_pods):
make_pod(pod_num)
gen_core_switches_route_tables()
gen_pod_switches_route_tables(route_table_creation_worklist)
def print_host_yml(host):
port_num = port_num_index
print " " + host.name + " :"
print " interfaces:"
print " - mac: '" + host.links[port_num]['mac_address'] + "'"
print " ip: " + host.ipv4_address.toString() + "/" + str(host.mask)
print " port: " + str(port_num)
print " programs:"
print " - cmd: \"echo 'Hello from " + host.name + "'\""
print " fg: True"
p4_mininet_default_if_name = host.name + "-eth" + str(port_num)
edge_switch = host.links[port_num]['element']
switch_mac_address = edge_switch.links[host.links[port_num]['port']]['mac_address']
if None != args.host_MTU:
print " - cmd: \"sudo ifconfig " + p4_mininet_default_if_name + " mtu " + str(args.host_MTU) + " up\""
print " fg: True"
print " # " + edge_switch.name
print " - cmd: \"sudo arp -v -i " + p4_mininet_default_if_name + " -s " + edge_switch.ipv4_address.toString() + " " + switch_mac_address + "\""
print " fg: True"
print " - cmd: \"sudo route add default " + p4_mininet_default_if_name + "\""
print " fg: True"
# # arp entries for other elements connected to the edge switch
# for switch_link_idx in host.links[port_num]['element'].links:
# switch_link =host.links[port_num]['element'].links[switch_link_idx]
# if switch_link['element'].name != host.name:
# target_mac_address = switch_link['element'].links[switch_link['port']]['mac_address']
# print " # " + switch_link['element'].name
# print " - cmd: \"sudo arp -v -i " + p4_mininet_default_if_name + " -s " + switch_link['element'].ipv4_address.toString() + " " + target_mac_address + "\""
# for simplification wrt Mininet, have each host have complete ARP table
for pod in Pods:
for a_host in pod['hosts']:
if a_host.name != host.name:
target_mac_address = a_host.links[port_num_index]['mac_address'] # hosts have a since MAC
print " # " + a_host.name
print " - cmd: \"sudo arp -v -i " + p4_mininet_default_if_name + " -s " + a_host.ipv4_address.toString() + " " + target_mac_address + "\""
def print_switch_yml(switch):
print " " + switch.name + " :"
print " cfg: " + p4_program
print " interfaces:"
for port_num in range(port_num_index, k + port_num_index):
if switch.links[port_num] != None:
print " - link: " + switch.links[port_num]['element'].name
print " # ip: " + switch.ipv4_address.toString()
print " mac: '" + switch.links[port_num]['mac_address'] + "'"
print " port: " + str(port_num)
print " cmds:"
print " # Switching"
for rule in switch.switch_rules:
print " - table_add mac_forwarding mac_forward_set_egress " + rule.mac_address + " => " + str(rule.port)
print " # ARP"
for link_idx in switch.links:
element = switch.links[link_idx]['element']
element_port = switch.links[link_idx]['port']
target_mac_address = element.links[element_port]['mac_address']
print " - table_add next_hop_arp_lookup arp_lookup_set_addresses " + element.ipv4_address.toString() + " => " + target_mac_address
print " # Routing"
for rule in switch.route_rules:
rule_string = rule.bmv2CommandString()
if rule_string != "": # Some rules (default routes) don't result in BMv2 commands, since they don't matter for this network.
print " - " + rule_string
def output_text_config():
# Iterate through core switches and pods, and print out configuration info
print "Configuration (topology+routing):"
for core_switch in CoreSwitches:
print core_switch.toString()
pod_count = 0
for pod in Pods:
print "Pod " + str(pod_count)
for element in pod['aggregate']:
print " " + element.toString()
for element in pod['edge']:
print " " + element.toString()
for element in pod['hosts']:
print " " + element.toString()
pod_count += 1
def output_FPMNBMV2_config():
print "hosts:"
for pod in Pods:
for host in pod['hosts']:
print_host_yml(host)
print "switches:"
for switch in CoreSwitches:
print_switch_yml(switch)
for pod in Pods:
for switch in pod['aggregate']:
print_switch_yml(switch)
for switch in pod['edge']:
print_switch_yml(switch)
def output_ping_selftest():
# Generate all-to-all ping test parameters for run_alv.sh
Hosts = []
for pod in Pods:
for host in pod['hosts']:
Hosts.append(host)
# Generate all-to-all ping test parameters for run_alv.sh
print "# All-to-all ping test parameters:"
for h1 in Hosts:
for h2 in Hosts:
#print "# --fg-host-prog \"" + h1.name + ": ping -c 1 " + h2.name + "\" \\"
print "# --fg-host-prog \"" + h1.name + ": ping -c 1 " + h2.ipv4_address.toString() + "\" \\" # Avoids resolution since this seems to be flaky in Mininet
if args.output_text_config:
output_text_config()
if args.output_FPMNBMV2_config:
output_FPMNBMV2_config()
if args.output_ping_selftest:
output_ping_selftest()