Add queueing example model
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examples/queueing/generator.py
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examples/queueing/generator.py
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from pypdevs.DEVS import AtomicDEVS
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from job import Job
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import random
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# Define the state of the generator as a structured object
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class GeneratorState:
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def __init__(self, gen_num):
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# Current simulation time (statistics)
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self.current_time = 0.0
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# Remaining time until generation of new event
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self.remaining = 0.0
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# Counter on how many events to generate still
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self.to_generate = gen_num
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class Generator(AtomicDEVS):
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def __init__(self, gen_param, size_param, gen_num):
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AtomicDEVS.__init__(self, "Generator")
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# Output port for the event
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self.out_event = self.addOutPort("out_event")
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# Define the state
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self.state = GeneratorState(gen_num)
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# Parameters defining the generator's behaviour
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self.gen_param = gen_param
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self.size_param = size_param
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def intTransition(self):
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# Update simulation time
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self.state.current_time += self.timeAdvance()
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# Update number of generated events
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self.state.to_generate -= 1
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if self.state.to_generate == 0:
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# Already generated enough events, so stop
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self.state.remaining = float('inf')
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else:
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# Still have to generate events, so sample for new duration
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self.state.remaining = random.expovariate(self.gen_param)
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return self.state
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def timeAdvance(self):
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# Return remaining time; infinity when generated enough
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return self.state.remaining
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def outputFnc(self):
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# Determine size of the event to generate
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size = max(1, int(random.gauss(self.size_param, 5)))
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# Calculate current time (note the addition!)
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creation = self.state.current_time + self.state.remaining
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# Output the new event on the output port
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return {self.out_event: Job(size, creation)}
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