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Added scheduling algorithms STFQ and WFQ
This commit adds the following two scheduling algorithms to the repo using the new framework: - Weighted Fair Queueing (WFQ) - Start-Time Fair Queuing (STFQ) Signed-off-by: Frey Alfredsson <[email protected]>
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# | ||
# pifo-stfq.py | ||
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"""Start-Time Fair Queuing (STFQ) | ||
This scheduling algorithm is mentioned in the paper "Programmable packet | ||
scheduling at line rate" by Sivaraman, Anirudh, et al. | ||
It schedules packets by their start time within a flow. It defines the start | ||
time as the finish time of the last enqueued packet within a flow. | ||
""" | ||
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__copyright__ = """ | ||
Copyright (c) 2021 Toke Høiland-Jørgensen <[email protected]> | ||
Copyright (c) 2021 Frey Alfredsson <[email protected]> | ||
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""" | ||
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from pifo_lib import Packet, Runner, Pifo | ||
from pifo_lib import SchedulingAlgorithm | ||
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class Stfq(SchedulingAlgorithm): | ||
"""Start-Time Fair Queuing (STFQ)""" | ||
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class Stfq(Pifo): | ||
def __init__(self): | ||
super().__init__() | ||
self.last_finish = {} | ||
self.virt_time = 0 | ||
self._pifo = Pifo() | ||
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self._last_finish = {} | ||
self._virt_time = 0 | ||
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def get_rank(self, pkt): | ||
flow = pkt.flow | ||
if flow in self.last_finish: | ||
rank = max(self.virt_time, self.last_finish[flow]) | ||
flow_id = pkt.flow | ||
if flow_id in self._last_finish: | ||
rank = max(self._virt_time, self._last_finish[flow_id]) | ||
else: | ||
rank = self.virt_time | ||
self.last_finish[flow] = rank + pkt.length | ||
rank = self._virt_time | ||
self._last_finish[flow_id] = rank + pkt.length | ||
return rank | ||
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def enqueue(self, item): | ||
rank = self.get_rank(item) | ||
self._pifo.enqueue(item, rank) | ||
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def dequeue(self): | ||
return self._pifo.dequeue() | ||
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def dump(self): | ||
self._pifo.dump() | ||
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if __name__ == "__main__": | ||
pkts = [ | ||
Packet(flow=1, idn=1, length=2), | ||
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#!/usr/bin/env python3 | ||
# coding: utf-8 -*- | ||
# | ||
# SPDX-License-Identifier: GPL-3.0-or-later | ||
# | ||
# pifo-wfq.py | ||
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"""Weighted Fair Queueing (WFQ) | ||
This scheduling algorithm is mentioned in the paper "Programmable packet | ||
scheduling at line rate" by Sivaraman, Anirudh, et al. It schedules flows by | ||
giving them a fraction of the capacity using predefined weights. In our example, | ||
we defined flows with an odd number to get a weight of 50 and even numbers to | ||
get 100. | ||
""" | ||
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__copyright__ = """ | ||
Copyright (c) 2021 Toke Høiland-Jørgensen <[email protected]> | ||
Copyright (c) 2021 Frey Alfredsson <[email protected]> | ||
""" | ||
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__license__ = """ | ||
This program is free software: you can redistribute it and/or modify | ||
it under the terms of the GNU General Public License as published by | ||
the Free Software Foundation, either version 3 of the License, or | ||
(at your option) any later version. | ||
This program is distributed in the hope that it will be useful, | ||
but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the | ||
GNU General Public License for more details. | ||
You should have received a copy of the GNU General Public License | ||
along with this program. If not, see <http://www.gnu.org/licenses/>. | ||
""" | ||
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from pifo_lib import Packet, Runner, Pifo | ||
from pifo_lib import SchedulingAlgorithm | ||
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class Wfq(SchedulingAlgorithm): | ||
"""Weighted Fair Queueing (WFQ)""" | ||
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def __init__(self): | ||
self._pifo = Pifo() | ||
self._last_finish = {} | ||
self._virt_time = 0 | ||
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def get_rank(self, pkt): | ||
flow = pkt.flow | ||
weight = 50 if flow % 2 == 1 else 100 | ||
if flow in self._last_finish: | ||
rank = max(self._virt_time, self._last_finish[flow]) | ||
else: | ||
rank = self._virt_time | ||
self._last_finish[flow] = rank + pkt.length / weight | ||
return rank | ||
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def enqueue(self, item): | ||
rank = self.get_rank(item) | ||
self._pifo.enqueue(item, rank) | ||
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def dequeue(self): | ||
return self._pifo.dequeue() | ||
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def dump(self): | ||
self._pifo.dump() | ||
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if __name__ == "__main__": | ||
pkts = [ | ||
Packet(flow=1, idn=1, length=100), | ||
Packet(flow=1, idn=2, length=100), | ||
Packet(flow=1, idn=3, length=100), | ||
Packet(flow=2, idn=1, length=100), | ||
Packet(flow=2, idn=2, length=100), | ||
Packet(flow=2, idn=3, length=100), | ||
] | ||
Runner(pkts, Wfq()).run() |