def __init__(self, flow_id, source, destination, amount, env, time, bw):
""" Constructor for Flow class
"""
self._flow_id = flow_id
self._src = source
self._dest = destination
self._amount = amount * 8 * 10**6
self._pack_num = 0
self._cwnd = 1.0
self._ssthresh = 1000
self._resend_time = 10
self._min_RTT = 1000.0
self._last_RTT = 3000.0
self._SRTT = -1
self._RTTVAR = 0
self._RTO = 3000
self._packets_sent = []
self._packets_time_out = []
self._acks_arrived = set()
self.env = env
self.bw = bw
self._flow_start = time * 1000.0
self._last_packet = 0
self._done = 0
self._send_rate = Rate_Graph(self._flow_id,
"flow {0} send rate".format(self.flow_id),
self.env, self.bw)
self._receive_rate = Rate_Graph(
self._flow_id, "flow {0} receive"
" rate".format(self.flow_id), self.env, self.bw)
self.env.add_event(
Event("Start flow", self._flow_id, self.send_packet),
self._flow_start)
def __init__(self, id, device_a, device_b, delay, rate, capacity, env, bw):
self._id = id
self._device_a = device_a
self._device_b = device_b
# rate is initially Mbps. rate is stored as bits per ms.
self._rate = rate * 10 ** 3
self._delay = delay
# capacity is initially KB. capacity is stored as bits.
self._capacity = capacity * 1000 * 8
# Buffer to enter link
self._release_into_link_buffer = deque()
# Environment variables
self.env = env
self.bw = bw
# Buffer size. Initialize to 0 since there are no packets.
self._size = 0
self._distance = delay
# Recorder for rate data
self._send_rate = Rate_Graph(self._id,
"link {0} send rate".format(self._id),
self.env,
self.bw)
def __init__(self, router_id, env, bw):
"""Constructor for Router class."""
super(Router, self).__init__(router_id)
self.env = env
self.bw = bw
self._routing_table = {}
self._new_routing_table = {}
self._send_rate = Rate_Graph(router_id,
"router {0} send rate".format(router_id),
self.env, self.bw)
self._receive_rate = Rate_Graph(
router_id, "router {0} receive"
" rate".format(router_id), self.env, self.bw)
self.env.add_event(
Event("{} sent routing"
" packet".format(self._network_id), self._network_id,
self.start_new_routing), 0)
def __init__(self, router_id, env, bw):
"""Constructor for Router class."""
super(Router, self).__init__(router_id)
self.env = env
self.bw = bw
self._routing_table = {}
self._new_routing_table = {}
self._send_rate = Rate_Graph(router_id,
"router {0} send rate".format(router_id),
self.env,
self.bw)
self._receive_rate = Rate_Graph(router_id,
"router {0} receive"
" rate".format(router_id),
self.env,
self.bw)
self.env.add_event(Event("{} sent routing"
" packet".format(self._network_id),
self._network_id,
self.start_new_routing),
0)
def __init__(self, flow_id, source, destination, amount, env, time, bw):
""" Constructor for Flow class
"""
self._flow_id = flow_id
self._src = source
self._dest = destination
self._amount = amount*8*10**6
self._pack_num = 0
self._cwnd = 1.0
self._ssthresh = 1000
self._resend_time = 10
self._min_RTT = 1000.0
self._last_RTT = 3000.0
self._SRTT = -1
self._RTTVAR = 0
self._RTO = 3000
self._packets_sent = []
self._packets_time_out = []
self._acks_arrived = set()
self.env = env
self.bw = bw
self._flow_start = time*1000.0
self._last_packet = 0
self._done = 0
self._send_rate = Rate_Graph(self._flow_id,
"flow {0} send rate".format(self.flow_id),
self.env,
self.bw)
self._receive_rate = Rate_Graph(self._flow_id,
"flow {0} receive"
" rate".format(self.flow_id),
self.env,
self.bw)
self.env.add_event(Event("Start flow",
self._flow_id,
self.send_packet),
self._flow_start)
class Router(Device):
"""Class for routers.
Routers are responsible for initializing and updating their
routing table, and sending packets based on their routing table.
Parameters
----------
router_id : string
A unique id for the router.
Attributes
----------
network_id : string
A unique id of the device in the network.
links : list
A list of links that the router is connected to.
routing_table : dict
A dictionary representing the router's routing table.
new_routing_table : dict
A dictionary representing the router's new routing table.
env : `Network`
The network that the link belongs to.
bw : `Blackwidow`
BlackWidow simulation object containing simulation settings.
send_rate : Rate_Graph object
Send rate graphing object.
receive_rate : Rate_Graph object
Receive rate graphing object.
Methods
-------
add_link(link)
Adds a link to the router.
send(packet)
Sends a packet to a link.
receive(packet)
Receives a packet from a link.
start_new_routing()
Starts a new routing round.
send_routing()
Sends a routing packet to all neighbors.
update_route()
Update the new_routing_table based on routing packets.
_distance(link)
Gets the distance of a link.
"""
def __init__(self, router_id, env, bw):
"""Constructor for Router class."""
super(Router, self).__init__(router_id)
self.env = env
self.bw = bw
self._routing_table = {}
self._new_routing_table = {}
self._send_rate = Rate_Graph(router_id,
"router {0} send rate".format(router_id),
self.env,
self.bw)
self._receive_rate = Rate_Graph(router_id,
"router {0} receive"
" rate".format(router_id),
self.env,
self.bw)
self.env.add_event(Event("{} sent routing"
" packet".format(self._network_id),
self._network_id,
self.start_new_routing),
0)
def add_link(self, link):
"""Overrides Device.add_link() to add to routing table.
Parameters
----------
link : Link
The link to add to the router.
"""
self._links.append(link)
network_id = link._device_a.network_id
if (network_id == self._network_id):
network_id = link._device_b.network_id
self._routing_table[network_id] = {'link': link,
'distance': self._distance(link)}
self._new_routing_table[network_id] = \
{'link': link, 'distance': self._distance(link)}
def send(self, packet):
"""Send packet to appropriate link.
First looks in the new routing table to see if we know how to reach
it there. Otherwise uses the old routing table.
Parameters
----------
packet : Packet
Packet to send through the router.
"""
route = None
self._send_rate.add_point(packet, self.env.time)
if packet.dest.network_id in self._new_routing_table:
route = self._new_routing_table[packet.dest.network_id]
elif packet.dest.network_id in self._routing_table:
route = self._routing_table[packet.dest.network_id]
if route is not None and 'link' in route:
route['link'].receive(packet, self._network_id)
def receive(self, packet):
"""Process packet by sending it out.
If the packet is routing, calls update_route to update the
new_routing_table.
Parameters
----------
packet : Packet
Received packet.
"""
self._receive_rate.add_point(packet, self.env.time)
if packet.is_routing:
self.update_route(packet)
print "{} received routing packet from {}".format(self._network_id,
packet.src)
else:
self.send(packet)
def start_new_routing(self):
"""Start a new routing round.
If there is dynamic routing, updates the routing table to the new
routing table built up by dynamic routing and measures the distance
for each link.
"""
# Reset routing table if dynamic routing.
if not self.bw.static_routing:
self._new_routing_table = {}
for link in self._links:
link.measure_distance()
network_id = link._device_a.network_id
if (network_id == self._network_id):
network_id = link._device_b.network_id
self._new_routing_table[network_id] = \
{'link': link, 'distance': self._distance(link)}
self._routing_table = self._new_routing_table
if self.env.time < 500:
self.env.add_event(Event("{} reset its routing"
" table.".format(self._network_id),
self._network_id,
self.start_new_routing),
10)
else:
self.env.add_event(Event("{} reset its routing"
" table.".format(self._network_id),
self._network_id,
self.start_new_routing),
5000)
self.send_routing()
def send_routing(self):
"""Send routing packets to all neighbors."""
for link in self._links:
other_device = link._device_a
if (other_device.network_id == self._network_id):
other_device = link.device_b
if type(other_device) is Router:
packet = RoutingPacket(ROUTING_PKT_ID, self._network_id,
other_device.network_id, None,
self._new_routing_table,
self.bw.routing_packet_size)
link.receive(packet, self._network_id)
print "Sent routing packet from {}".format(self._network_id)
def update_route(self, packet):
"""Update routing table.
Goes through the routing table contained in the routing packet and
determines if it contains a better way to get to each destination.
This uses a distributed version of the Bellman-Ford algorithm.
Parameters
----------
packet : Packet
Routing packet to update the route.
"""
link = None
if packet.src in self._new_routing_table:
route = self._new_routing_table[packet.src]
if 'link' in route:
link = route['link']
else:
raise ValueError('{} not found in {} \'s routing table.'.format(
packet.src, self._network_id))
route_changed = False
for dest, route in packet.routing_table.items():
distance = route['distance'] + link.distance
if dest not in self._new_routing_table:
self._new_routing_table[dest] = {'link': link,
'distance': distance}
route_changed = True
elif distance < self._new_routing_table[dest]['distance']:
self._new_routing_table[dest] = {'link': link,
'distance': distance}
route_changed = True
if route_changed:
self.send_routing()
def _distance(self, link):
"""Get the distance of the link.
Parameters
----------
link : Link
Link to get distance of.
"""
distance = link.delay + link.get_buffer_size() / float(link.rate)
if self.bw.static_routing:
distance = link.delay
return distance
class Link(object):
"""Simulates a link connected to two Devices in the network.
Represents a physical link in the network. In addition to simple send and
receive, this class also handles the packet buffer for sending packets.
Parameters
----------
id : string
A unique id for the link.
device_a : `Device`
A `Device` to which the link is connected.
device_b : `Device`
A `Device` to which the link is connected.
delay : float
The propagation delay to send packets across the link. Specified in ms.
rate : float
The rate at which the link can send a packet. Specified in Mbps.
capacity : int
The capacity of the link buffer. Specified in KB.
env : `Network`
The network that the link belongs to.
bw : `Blackwidow`
The simulation object containing settings and data recording.
Attributes
----------
id : string
The link id.
device_a : `Device`
One of the `Device` objects to which the link is connected.
device_b : `Device`
One of the `Device` objects to which the link is connected.
delay : float
The progapation delay in ms.
rate : float
The rate at which the link can send a packet in bits per ms.
capacity : int
The capacity of the link buffer in bits.
distance : float
The distance of the link. Used for dynamic routing.
Methods
-------
receive(packet, source_id)
Receives a packet from a `Device`.
measure_distance()
Measures the link distance.
"""
def __init__(self, id, device_a, device_b, delay, rate, capacity, env, bw):
self._id = id
self._device_a = device_a
self._device_b = device_b
# rate is initially Mbps. rate is stored as bits per ms.
self._rate = rate * 10 ** 3
self._delay = delay
# capacity is initially KB. capacity is stored as bits.
self._capacity = capacity * 1000 * 8
# Buffer to enter link
self._release_into_link_buffer = deque()
# Environment variables
self.env = env
self.bw = bw
# Buffer size. Initialize to 0 since there are no packets.
self._size = 0
self._distance = delay
# Recorder for rate data
self._send_rate = Rate_Graph(self._id,
"link {0} send rate".format(self._id),
self.env,
self.bw)
def __str__(self):
"""Returns a string representation of the link."""
msg = "Link {0} connected to {1} and {2}\n"
msg += "\t Rate: {3} mbps\n"
msg += "\t Delay: {4} mbps\n"
msg += "\t Capacity: {5} bits\n"
return msg.format(self._id, self._device_a.network_id,
self._device_b.network_id, self._rate, self._delay,
self._capacity)
# Properties for attributes
# Link id
@property
def id(self):
return self._id
@id.setter
def id(self, value):
raise AttributeError("Cannot modify link id: {0}".format(self._id))
# Link devices
@property
def device_a(self):
return self._device_a
@device_a.setter
def device_a(self, value):
raise AttributeError("Cannot modify link device: {0}".format(self._id))
@property
def device_b(self):
return self._device_b
@device_b.setter
def device_b(self, value):
raise AttributeError("Cannot modify link device: {0}".format(self._id))
# Propagation delay
@property
def delay(self):
return self._delay
@delay.setter
def delay(self, value):
raise AttributeError("Cannot modify link delay: {0}".format(self._id))
# Link rate
@property
def rate(self):
return self._rate
@rate.setter
def rate(self, value):
raise AttributeError("Cannot modify link rate: {0}".format(self._id))
# Link capacity
@property
def capacity(self):
return self._capacity
@capacity.setter
def capacity(self, value):
raise AttributeError("Cannot modify link"
" capacity: {0}".format(self._id))
# Distance of link
@property
def distance(self):
return self._distance
@distance.setter
def distance(self, value):
raise AttributeError("Cannot modify link"
" distance: {0}".format(self._id))
def receive(self, packet, source_id):
"""Receives a packet from a `Device`.
This function takes as parameter a `Packet` and a device id. Packets
are either enqueued in the link buffer if the link buffer is not full
or are dropped.
Parameters
----------
packet : `Packet`
The packet received by the link.
source_id : string
The id of the `Device` object sending the packet.
"""
# Add packet to link buffer as soon as it is received.
# Drop packet if the buffer is full
message = "I am link {0}. I have received "
if packet.is_ack:
message += "ACK "
message += "packet {1} at time {2}"
print message.format(self._id, packet.pack_id, self.env.time)
# The buffer is not yet full, so enqueue the packet
if self._size + packet.size < self._capacity:
self._release_into_link_buffer.appendleft(
[packet, source_id, self.env.time])
self._size += packet.size
self.bw.record('{0}, {1}'.format(self.env.time, self._size),
'link_{0}.buffer'.format(self._id))
print "Current size of link {}: {}".format(self._id, self._size)
# If we only have one packet in the buffer, send it with no delay
if len(self._release_into_link_buffer) == 1:
# Begin sending the packet in the link
self._send()
# The buffer is full
else:
print "Packet dropped."
self.bw.record('{0}'.format(self.env.time),
'link_{0}.drop'.format(self._id))
def _send(self):
"""Sends the first packet in the buffer across the link.
Notes
-----
The packet begins to transmit across the link after size / rate time,
where size is the packet size and rate is the rate of the link. This
function then calls _release to send the packet to the receiving
`Device`.
"""
# Get the first packet in the buffer. We do not dequeue until it has
# fully been sent.
packet_info = self._release_into_link_buffer[-1]
# packet_info is a tuple of packet, source_id
packet = packet_info[0]
source_id = packet_info[1]
# Calculate the delay time needed to begin sending the packet.
delay = float(packet.size) / float(self._rate)
# Create the event message
msg = "I am link {0}. I have begun sending "
if packet.is_ack:
msg += "ACK "
msg += "packet {1}"
# Call _release after delay time to begin sending the packet.
self.env.add_event(Event(msg.format(self._id, packet.pack_id),
self._id,
self._release),
delay)
def _release(self):
"""Releases the packet being sent to the receiving `Device` after the
packet has traversed the link.
Notes
-----
This function dequeues the first packet in the buffer and begins
sending it across the link. The packet is sent to its destination after
delay time, where delay is the propagation delay of the link.
Routing packets and acknowledgement packets are sent instantaneously to
their destination without considering the propagation delay. This
simplifies the network simulation.
"""
# Dequeue the first packet in the buffer
packet, source_id, time = self._release_into_link_buffer.pop()
self._send_rate.add_point(packet, self.env.time)
# Update the buffer size
self._size -= packet.size
# Record the buffer size
self.bw.record('{0}, {1}'.format(self.env.time, self._size),
'link_{0}.buffer'.format(self._id))
# Figure out which device to send to
if (source_id == self._device_a.network_id):
f = self._device_b.receive
else:
f = self._device_a.receive
# Create the event message
msg = "I am link {0}. I have sent "
if packet.is_ack:
msg += "ACK "
msg += "packet {1}"
# Ignore routing packet propagation so updates happen instantly.
if packet.is_routing or packet.is_ack:
delay = 0
else:
delay = self._delay
# Release to device after self._delay time
self.env.add_event(Event(msg.format(self._id, packet.pack_id),
self._id,
f,
packet=packet),
delay)
# Record link sent
self.bw.record('{0}, {1}'.format(self.env.time, packet.size),
'link_{0}.sent'.format(self._id))
# Record the link rate for packets that are not acknowledgements or
# routing packets
if not packet.is_ack and not packet.is_routing:
self.bw.record('{0}, {1}'.format(self.env.time,
float(packet.size) /
(self.env.time - time) / 1000.0),
'link_{0}.rate'.format(self._id))
# Process the next packet in the buffer
if len(self._release_into_link_buffer) > 0:
# Get the next packet in the buffer
packet_info = self._release_into_link_buffer[-1]
next_packet = packet_info[0]
next_source_id = packet_info[1]
# If the next packet's destination is not the same as the current
# packet's destination and we are running in HALF_DUPLEX mode, wait
# until the current packet has left the link before sending the
# next packet.
if next_source_id != source_id and HALF_DUPLEX:
delay = self._delay
else:
delay = 0
# Create the event message
msg = "I am link {0}. I am ready to send "
if next_packet.is_ack:
msg += "ACK "
msg += "packet {1}"
# Begin sending the next packet after delay time
self.env.add_event(Event(msg.format(self._id, next_packet.pack_id),
self._id,
self._send),
delay)
def get_buffer_size(self):
"""Returns the buffer size in bits."""
total_size = 0
for packet, source_id, time in self._release_into_link_buffer:
total_size += packet.size
return total_size
def measure_distance(self):
"""Measure the link distance.
Sets the distance attribute of the link.
"""
if self.bw.static_routing:
self._distance = self.delay
else:
self._distance = (self.delay +
self.get_buffer_size() / float(self.rate))
class Router(Device):
"""Class for routers.
Routers are responsible for initializing and updating their
routing table, and sending packets based on their routing table.
Parameters
----------
router_id : string
A unique id for the router.
Attributes
----------
network_id : string
A unique id of the device in the network.
links : list
A list of links that the router is connected to.
routing_table : dict
A dictionary representing the router's routing table.
new_routing_table : dict
A dictionary representing the router's new routing table.
env : `Network`
The network that the link belongs to.
bw : `Blackwidow`
BlackWidow simulation object containing simulation settings.
send_rate : Rate_Graph object
Send rate graphing object.
receive_rate : Rate_Graph object
Receive rate graphing object.
Methods
-------
add_link(link)
Adds a link to the router.
send(packet)
Sends a packet to a link.
receive(packet)
Receives a packet from a link.
start_new_routing()
Starts a new routing round.
send_routing()
Sends a routing packet to all neighbors.
update_route()
Update the new_routing_table based on routing packets.
_distance(link)
Gets the distance of a link.
"""
def __init__(self, router_id, env, bw):
"""Constructor for Router class."""
super(Router, self).__init__(router_id)
self.env = env
self.bw = bw
self._routing_table = {}
self._new_routing_table = {}
self._send_rate = Rate_Graph(router_id,
"router {0} send rate".format(router_id),
self.env, self.bw)
self._receive_rate = Rate_Graph(
router_id, "router {0} receive"
" rate".format(router_id), self.env, self.bw)
self.env.add_event(
Event("{} sent routing"
" packet".format(self._network_id), self._network_id,
self.start_new_routing), 0)
def add_link(self, link):
"""Overrides Device.add_link() to add to routing table.
Parameters
----------
link : Link
The link to add to the router.
"""
self._links.append(link)
network_id = link._device_a.network_id
if (network_id == self._network_id):
network_id = link._device_b.network_id
self._routing_table[network_id] = {
'link': link,
'distance': self._distance(link)
}
self._new_routing_table[network_id] = \
{'link': link, 'distance': self._distance(link)}
def send(self, packet):
"""Send packet to appropriate link.
First looks in the new routing table to see if we know how to reach
it there. Otherwise uses the old routing table.
Parameters
----------
packet : Packet
Packet to send through the router.
"""
route = None
self._send_rate.add_point(packet, self.env.time)
if packet.dest.network_id in self._new_routing_table:
route = self._new_routing_table[packet.dest.network_id]
elif packet.dest.network_id in self._routing_table:
route = self._routing_table[packet.dest.network_id]
if route is not None and 'link' in route:
route['link'].receive(packet, self._network_id)
def receive(self, packet):
"""Process packet by sending it out.
If the packet is routing, calls update_route to update the
new_routing_table.
Parameters
----------
packet : Packet
Received packet.
"""
self._receive_rate.add_point(packet, self.env.time)
if packet.is_routing:
self.update_route(packet)
print "{} received routing packet from {}".format(
self._network_id, packet.src)
else:
self.send(packet)
def start_new_routing(self):
"""Start a new routing round.
If there is dynamic routing, updates the routing table to the new
routing table built up by dynamic routing and measures the distance
for each link.
"""
# Reset routing table if dynamic routing.
if not self.bw.static_routing:
self._new_routing_table = {}
for link in self._links:
link.measure_distance()
network_id = link._device_a.network_id
if (network_id == self._network_id):
network_id = link._device_b.network_id
self._new_routing_table[network_id] = \
{'link': link, 'distance': self._distance(link)}
self._routing_table = self._new_routing_table
if self.env.time < 500:
self.env.add_event(
Event(
"{} reset its routing"
" table.".format(self._network_id), self._network_id,
self.start_new_routing), 10)
else:
self.env.add_event(
Event(
"{} reset its routing"
" table.".format(self._network_id), self._network_id,
self.start_new_routing), 5000)
self.send_routing()
def send_routing(self):
"""Send routing packets to all neighbors."""
for link in self._links:
other_device = link._device_a
if (other_device.network_id == self._network_id):
other_device = link.device_b
if type(other_device) is Router:
packet = RoutingPacket(ROUTING_PKT_ID, self._network_id,
other_device.network_id, None,
self._new_routing_table,
self.bw.routing_packet_size)
link.receive(packet, self._network_id)
print "Sent routing packet from {}".format(self._network_id)
def update_route(self, packet):
"""Update routing table.
Goes through the routing table contained in the routing packet and
determines if it contains a better way to get to each destination.
This uses a distributed version of the Bellman-Ford algorithm.
Parameters
----------
packet : Packet
Routing packet to update the route.
"""
link = None
if packet.src in self._new_routing_table:
route = self._new_routing_table[packet.src]
if 'link' in route:
link = route['link']
else:
raise ValueError('{} not found in {} \'s routing table.'.format(
packet.src, self._network_id))
route_changed = False
for dest, route in packet.routing_table.items():
distance = route['distance'] + link.distance
if dest not in self._new_routing_table:
self._new_routing_table[dest] = {
'link': link,
'distance': distance
}
route_changed = True
elif distance < self._new_routing_table[dest]['distance']:
self._new_routing_table[dest] = {
'link': link,
'distance': distance
}
route_changed = True
if route_changed:
self.send_routing()
def _distance(self, link):
"""Get the distance of the link.
Parameters
----------
link : Link
Link to get distance of.
"""
distance = link.delay + link.get_buffer_size() / float(link.rate)
if self.bw.static_routing:
distance = link.delay
return distance
class Flow(object):
"""Simple class for flows.
Flows will trigger host behavior.
Has slow start and congestion avoidance.
Parameters
----------
flow_id : string
A unique id for the flow.
source : `Device`
The source for the flow.
destination : `Device`
The destination for the flow.
amount : int
The amount of data to send in MB.
env : `Network`
The network that the flow belongs to.
time : float
The amount of time to wait before starting to send. Specified in ms.
bw : Blackwidow
The printer to print data to
Attributes
----------
flow_id : string
The flow id.
src : `Device`
The source for the flow.
dest : `Device`
The destination for the flow.
amount : int
The amount of data left to send in MB.
env : `Network`
The network that the flow belongs to.
flow_start : float
The amount of time to wait before starting to send. Specified in ms.
pack_num : int
The next pack_num to check to send.
cwnd : float
Congestion window size.
ssthresh : float
Slow start threshold
resend_time : float
ms before packets are sent after an ack receival
min_RTT : float
Minimum round trip time observed for this flow
last_RTT : float
Last round trip time observed for this flow
SRTT : float
Weighted average of round trip times biased towards recent RTT
RTTVAR : float
Variance of round trip times
RTO : float
Retransmission timeout in ms
packets_sent : list
List of packets that have been sent but haven't had their ack received
packets_time_out : list
List of packets that have exceeded timeout and need to be resent
acks_arrived : set
Set of ack packets that have been received
done : int
0 if flow isn't finished; 1 if flow is finished
Used to avoid decrementing flow more than once.
send_rate : Rate_Graph
Keeps track of the rate the flow is sending at and outputs to CSV file
in real time.
receive_rate : Rate_Graph
Keeps track of the rate the flow is receiving at and outputs to CSV
file in real time.
"""
def __init__(self, flow_id, source, destination, amount, env, time, bw):
""" Constructor for Flow class
"""
self._flow_id = flow_id
self._src = source
self._dest = destination
self._amount = amount * 8 * 10**6
self._pack_num = 0
self._cwnd = 1.0
self._ssthresh = 1000
self._resend_time = 10
self._min_RTT = 1000.0
self._last_RTT = 3000.0
self._SRTT = -1
self._RTTVAR = 0
self._RTO = 3000
self._packets_sent = []
self._packets_time_out = []
self._acks_arrived = set()
self.env = env
self.bw = bw
self._flow_start = time * 1000.0
self._last_packet = 0
self._done = 0
self._send_rate = Rate_Graph(self._flow_id,
"flow {0} send rate".format(self.flow_id),
self.env, self.bw)
self._receive_rate = Rate_Graph(
self._flow_id, "flow {0} receive"
" rate".format(self.flow_id), self.env, self.bw)
self.env.add_event(
Event("Start flow", self._flow_id, self.send_packet),
self._flow_start)
@property
def flow_id(self):
return self._flow_id
@flow_id.setter
def flow_id(self, value):
raise AttributeError("Cannot change flow"
" id: {0}".format(self._flow_id))
@property
def src(self):
return self._src
@src.setter
def src(self, value):
raise AttributeError("Cannot change flow"
" source: {0}".format(self._flow_id))
@property
def dest(self):
return self._dest
@dest.setter
def dest(self, value):
raise AttributeError("Cannot change flow"
" destination: {0}".format(self._flow_id))
@property
def amount(self):
return self._amount
@amount.setter
def amount(self, value):
raise AttributeError("Cannot change flow"
" amount: {0}".format(self._flow_id))
@property
def flow_start(self):
return self._flow_start
@flow_start.setter
def flow_start(self, value):
raise AttributeError("Cannot change flow"
" start: {0}".format(self._flow_id))
def __str__(self):
msg = "Flow {0}, sending from {1} to {2}"
return msg.format(self._flow_id, self._src.network_id,
self._dest.network_id)
def _send_ack(self, packet):
""" Creates ack for packet.
Parameters
----------
packet : `Packet`
The packet to be received.
"""
if self._src == packet.src and self._dest == packet.dest:
ack_packet = AckPacket(packet.pack_id,
packet.dest,
packet.src,
self._flow_id,
timestamp=packet.timestamp)
self._dest.send(ack_packet)
print "Flow sent ack packet {0}".format(packet.pack_id)
else:
print "Received wrong packet."
def send_packet(self):
""" Send a packet.
"""
if self._amount > 0:
# Send packets up to the window size.
while (len(self._packets_sent) - len(self._packets_time_out) <
self._cwnd):
pack = DataPacket(self._pack_num,
self._src,
self._dest,
self._flow_id,
timestamp=self.env.time)
if (self._pack_num not in self._acks_arrived):
self._src.send(pack)
print "Flow sent packet {0}".format(pack.pack_id)
self.bw.record('{0}, {1}'.format(self.env.time, pack.size),
'flow_{0}.sent'.format(self.flow_id))
self._send_rate.add_point(pack, self.env.time)
self.env.add_event(
Event("Timeout",
self._flow_id,
self._timeout,
pack_num=self._pack_num), self._RTO)
# Shouldn't subtract pack.size if sent before.
if (self._pack_num not in self._packets_sent):
self._amount = self._amount - pack.size
self._packets_sent.append(self._pack_num)
print "Flow has {0} bits left".format(self._amount)
if self._pack_num in self._packets_time_out:
self._packets_time_out.remove(self._pack_num)
self._pack_num = self._pack_num + 1
if self._amount <= 0:
break
else:
# Just keep resending last few packets until done
while len(self._packets_time_out) > 0:
self._pack_num = self._packets_time_out[0]
pack = DataPacket(self._pack_num,
self._src,
self._dest,
self._flow_id,
timestamp=self.env.time)
self._src.send(pack)
self._send_rate.add_point(pack, self.env.time)
self._packets_time_out.remove(self._pack_num)
self.env.add_event(
Event("Timeout",
self._flow_id,
self._timeout,
pack_num=self._pack_num), self._RTO)
def receive(self, packet):
""" Generate an ack or respond to bad packet.
Parameters
----------
packet : `Packet`
The packet to be received.
"""
# Packet arrived at destination. Send ack.
if packet.dest == self._dest:
print "Flow received packet {0}".format(packet.pack_id)
if packet.pack_id not in self._acks_arrived:
self._send_ack(packet)
# Ack arrived at source. Update window size.
else:
self._receive_ack(packet)
def _receive_ack(self, packet):
if packet.pack_id not in self._acks_arrived:
self._respond_to_ack()
self._update_RTT(packet)
# Update lists by removing pack_id
if packet.pack_id in self._packets_sent:
self._packets_sent.remove(packet.pack_id)
if packet.pack_id in self._packets_time_out:
self._packets_time_out.remove(packet.pack_id)
# Update which acks have arrived
self._acks_arrived.add(packet.pack_id)
print "Flow {} received ack for packet {}".format(
self._flow_id, packet.pack_id)
self.bw.record('{0}, {1}'.format(self.env.time, packet.size),
'flow_{0}.received'.format(self.flow_id))
self._receive_rate.add_point(packet, self.env.time)
# Check if done
if (len(self._packets_sent) == 0 and self._amount <= 0
and self._done == 0):
self.env.decrement_flows()
self._done = 1
def _respond_to_ack(self):
""" Update window size.
"""
self.env.add_event(Event("Send", self._flow_id, self.send_packet),
self._resend_time)
if self._cwnd < self._ssthresh:
self._cwnd = self._cwnd + 1.0
else:
self._cwnd = self._cwnd + 1.0 / self._cwnd
print "Flow {} window size is {}".format(self._flow_id, self._cwnd)
self.bw.record('{0}, {1}'.format(self.env.time, self._cwnd),
'flow_{0}.window'.format(self.flow_id))
def _update_RTT(self, packet):
""" Update last RTT and min RTT and retransmission timeout.
Parameters
----------
packet : `Packet`
The packet that was received. Need this to get the timestamp
"""
self._last_RTT = self.env.time - packet.timestamp
if self._SRTT == -1:
self._SRTT = self._last_RTT
self._RTTVAR = self._last_RTT / 2.0
else:
self._RTTVAR = ((1.0 - beta) * self._RTTVAR +
beta * abs(self._SRTT - self._last_RTT))
self._SRTT = (1.0 - alpha) * self._SRTT + alpha * self._last_RTT
self._RTO = min(max(self._SRTT + max(G, K * self._RTTVAR), 1000), 5000)
print "RTO is {}".format(self._RTO)
if self._last_RTT < self._min_RTT:
self._min_RTT = self._last_RTT
self.bw.record(
'{0}, {1}'.format(self.env.time, self._last_RTT - self._min_RTT),
'flow_{0}.packet_delay'.format(self.flow_id))
def _timeout(self, pack_num):
""" Generate an ack or respond to bad packet.
Parameters
----------
pack_num : `Packet`number
The packet number of the packet to check for timeout.
"""
if pack_num not in self._acks_arrived:
self.env.add_event(
Event("Resend", self._flow_id, self.send_packet),
self._resend_time)
# Go back n
if pack_num not in self._packets_time_out:
self._packets_time_out.append(pack_num)
self._pack_num = pack_num
self._reset_window()
def _reset_window(self):
""" Called when a packet timeout occurs.
Sets ssthresh to max(2, cwnd/2) and cwnd to 1.
"""
if self._cwnd > 4:
self._ssthresh = self._cwnd / float(2)
else:
self._ssthresh = 2.0
self._cwnd = 1.0
print "Flow {} window size is {}".format(self._flow_id, self._cwnd)
self.bw.record('{0}, {1}'.format(self.env.time, self._cwnd),
'flow_{0}.window'.format(self.flow_id))
class Flow(object):
"""Simple class for flows.
Flows will trigger host behavior.
Has slow start and congestion avoidance.
Parameters
----------
flow_id : string
A unique id for the flow.
source : `Device`
The source for the flow.
destination : `Device`
The destination for the flow.
amount : int
The amount of data to send in MB.
env : `Network`
The network that the flow belongs to.
time : float
The amount of time to wait before starting to send. Specified in ms.
bw : Blackwidow
The printer to print data to
Attributes
----------
flow_id : string
The flow id.
src : `Device`
The source for the flow.
dest : `Device`
The destination for the flow.
amount : int
The amount of data left to send in MB.
env : `Network`
The network that the flow belongs to.
flow_start : float
The amount of time to wait before starting to send. Specified in ms.
pack_num : int
The next pack_num to check to send.
cwnd : float
Congestion window size.
ssthresh : float
Slow start threshold
resend_time : float
ms before packets are sent after an ack receival
min_RTT : float
Minimum round trip time observed for this flow
last_RTT : float
Last round trip time observed for this flow
SRTT : float
Weighted average of round trip times biased towards recent RTT
RTTVAR : float
Variance of round trip times
RTO : float
Retransmission timeout in ms
packets_sent : list
List of packets that have been sent but haven't had their ack received
packets_time_out : list
List of packets that have exceeded timeout and need to be resent
acks_arrived : set
Set of ack packets that have been received
done : int
0 if flow isn't finished; 1 if flow is finished
Used to avoid decrementing flow more than once.
send_rate : Rate_Graph
Keeps track of the rate the flow is sending at and outputs to CSV file
in real time.
receive_rate : Rate_Graph
Keeps track of the rate the flow is receiving at and outputs to CSV
file in real time.
"""
def __init__(self, flow_id, source, destination, amount, env, time, bw):
""" Constructor for Flow class
"""
self._flow_id = flow_id
self._src = source
self._dest = destination
self._amount = amount*8*10**6
self._pack_num = 0
self._cwnd = 1.0
self._ssthresh = 1000
self._resend_time = 10
self._min_RTT = 1000.0
self._last_RTT = 3000.0
self._SRTT = -1
self._RTTVAR = 0
self._RTO = 3000
self._packets_sent = []
self._packets_time_out = []
self._acks_arrived = set()
self.env = env
self.bw = bw
self._flow_start = time*1000.0
self._last_packet = 0
self._done = 0
self._send_rate = Rate_Graph(self._flow_id,
"flow {0} send rate".format(self.flow_id),
self.env,
self.bw)
self._receive_rate = Rate_Graph(self._flow_id,
"flow {0} receive"
" rate".format(self.flow_id),
self.env,
self.bw)
self.env.add_event(Event("Start flow",
self._flow_id,
self.send_packet),
self._flow_start)
@property
def flow_id(self):
return self._flow_id
@flow_id.setter
def flow_id(self, value):
raise AttributeError("Cannot change flow"
" id: {0}".format(self._flow_id))
@property
def src(self):
return self._src
@src.setter
def src(self, value):
raise AttributeError("Cannot change flow"
" source: {0}".format(self._flow_id))
@property
def dest(self):
return self._dest
@dest.setter
def dest(self, value):
raise AttributeError("Cannot change flow"
" destination: {0}".format(self._flow_id))
@property
def amount(self):
return self._amount
@amount.setter
def amount(self, value):
raise AttributeError("Cannot change flow"
" amount: {0}".format(self._flow_id))
@property
def flow_start(self):
return self._flow_start
@flow_start.setter
def flow_start(self, value):
raise AttributeError("Cannot change flow"
" start: {0}".format(self._flow_id))
def __str__(self):
msg = "Flow {0}, sending from {1} to {2}"
return msg.format(self._flow_id, self._src.network_id,
self._dest.network_id)
def _send_ack(self, packet):
""" Creates ack for packet.
Parameters
----------
packet : `Packet`
The packet to be received.
"""
if self._src == packet.src and self._dest == packet.dest:
ack_packet = AckPacket(packet.pack_id, packet.dest, packet.src,
self._flow_id, timestamp=packet.timestamp)
self._dest.send(ack_packet)
print "Flow sent ack packet {0}".format(packet.pack_id)
else:
print "Received wrong packet."
def send_packet(self):
""" Send a packet.
"""
if self._amount > 0:
# Send packets up to the window size.
while (len(self._packets_sent) - len(self._packets_time_out) <
self._cwnd):
pack = DataPacket(self._pack_num, self._src, self._dest,
self._flow_id, timestamp=self.env.time)
if (self._pack_num not in self._acks_arrived):
self._src.send(pack)
print "Flow sent packet {0}".format(pack.pack_id)
self.bw.record('{0}, {1}'.format(self.env.time, pack.size),
'flow_{0}.sent'.format(self.flow_id))
self._send_rate.add_point(pack, self.env.time)
self.env.add_event(Event("Timeout",
self._flow_id,
self._timeout,
pack_num=self._pack_num),
self._RTO)
# Shouldn't subtract pack.size if sent before.
if (self._pack_num not in self._packets_sent):
self._amount = self._amount - pack.size
self._packets_sent.append(self._pack_num)
print "Flow has {0} bits left".format(self._amount)
if self._pack_num in self._packets_time_out:
self._packets_time_out.remove(self._pack_num)
self._pack_num = self._pack_num + 1
if self._amount <= 0:
break
else:
# Just keep resending last few packets until done
while len(self._packets_time_out) > 0:
self._pack_num = self._packets_time_out[0]
pack = DataPacket(self._pack_num, self._src, self._dest,
self._flow_id, timestamp=self.env.time)
self._src.send(pack)
self._send_rate.add_point(pack, self.env.time)
self._packets_time_out.remove(self._pack_num)
self.env.add_event(Event("Timeout",
self._flow_id,
self._timeout,
pack_num=self._pack_num),
self._RTO)
def receive(self, packet):
""" Generate an ack or respond to bad packet.
Parameters
----------
packet : `Packet`
The packet to be received.
"""
# Packet arrived at destination. Send ack.
if packet.dest == self._dest:
print "Flow received packet {0}".format(packet.pack_id)
if packet.pack_id not in self._acks_arrived:
self._send_ack(packet)
# Ack arrived at source. Update window size.
else:
self._receive_ack(packet)
def _receive_ack(self, packet):
if packet.pack_id not in self._acks_arrived:
self._respond_to_ack()
self._update_RTT(packet)
# Update lists by removing pack_id
if packet.pack_id in self._packets_sent:
self._packets_sent.remove(packet.pack_id)
if packet.pack_id in self._packets_time_out:
self._packets_time_out.remove(packet.pack_id)
# Update which acks have arrived
self._acks_arrived.add(packet.pack_id)
print "Flow {} received ack for packet {}".format(self._flow_id,
packet.pack_id)
self.bw.record('{0}, {1}'.format(self.env.time, packet.size),
'flow_{0}.received'.format(self.flow_id))
self._receive_rate.add_point(packet, self.env.time)
# Check if done
if (len(self._packets_sent) == 0 and self._amount <= 0 and
self._done == 0):
self.env.decrement_flows()
self._done = 1
def _respond_to_ack(self):
""" Update window size.
"""
self.env.add_event(Event("Send",
self._flow_id,
self.send_packet),
self._resend_time)
if self._cwnd < self._ssthresh:
self._cwnd = self._cwnd + 1.0
else:
self._cwnd = self._cwnd + 1.0/self._cwnd
print "Flow {} window size is {}".format(self._flow_id, self._cwnd)
self.bw.record('{0}, {1}'.format(self.env.time, self._cwnd),
'flow_{0}.window'.format(self.flow_id))
def _update_RTT(self, packet):
""" Update last RTT and min RTT and retransmission timeout.
Parameters
----------
packet : `Packet`
The packet that was received. Need this to get the timestamp
"""
self._last_RTT = self.env.time - packet.timestamp
if self._SRTT == -1:
self._SRTT = self._last_RTT
self._RTTVAR = self._last_RTT / 2.0
else:
self._RTTVAR = ((1.0 - beta) * self._RTTVAR + beta *
abs(self._SRTT - self._last_RTT))
self._SRTT = (1.0 - alpha)*self._SRTT + alpha*self._last_RTT
self._RTO = min(max(self._SRTT + max(G, K*self._RTTVAR), 1000), 5000)
print "RTO is {}".format(self._RTO)
if self._last_RTT < self._min_RTT:
self._min_RTT = self._last_RTT
self.bw.record('{0}, {1}'.format(self.env.time,
self._last_RTT - self._min_RTT),
'flow_{0}.packet_delay'.format(self.flow_id))
def _timeout(self, pack_num):
""" Generate an ack or respond to bad packet.
Parameters
----------
pack_num : `Packet`number
The packet number of the packet to check for timeout.
"""
if pack_num not in self._acks_arrived:
self.env.add_event(Event("Resend",
self._flow_id,
self.send_packet),
self._resend_time)
# Go back n
if pack_num not in self._packets_time_out:
self._packets_time_out.append(pack_num)
self._pack_num = pack_num
self._reset_window()
def _reset_window(self):
""" Called when a packet timeout occurs.
Sets ssthresh to max(2, cwnd/2) and cwnd to 1.
"""
if self._cwnd > 4:
self._ssthresh = self._cwnd / float(2)
else:
self._ssthresh = 2.0
self._cwnd = 1.0
print "Flow {} window size is {}".format(self._flow_id, self._cwnd)
self.bw.record('{0}, {1}'.format(self.env.time, self._cwnd),
'flow_{0}.window'.format(self.flow_id))