def __init__(self, models, epsilon, totalModels):
"""
Constructor
:param models: the models to schedule
:param epsilon: the allowed deviation
"""
self.epsilon = epsilon
self.models = list(models)
self.totalModels = totalModels
self.schedulerType = SchedulerHS
self.subscheduler = SchedulerHS(self.models, self.epsilon, totalModels)
# Statistics
self.totalSchedules = 0
self.collidingSchedules = 0
class SchedulerAuto(object):
"""
The polymorphic scheduler class
"""
def __init__(self, models, epsilon, totalModels):
"""
Constructor
:param models: the models to schedule
:param epsilon: the allowed deviation
"""
self.epsilon = epsilon
self.models = list(models)
self.totalModels = totalModels
self.schedulerType = SchedulerHS
self.subscheduler = SchedulerHS(self.models, self.epsilon, totalModels)
# Statistics
self.totalSchedules = 0
self.collidingSchedules = 0
def swapSchedulerTo(self, scheduler):
"""
Swap the current subscheduler to the provided one. If the scheduler is already in use, no change happens.
:param scheduler: the *class* to switch to
"""
if scheduler == self.schedulerType:
return
self.schedulerType = scheduler
self.subscheduler = scheduler(self.models, self.epsilon, self.totalModels)
def schedule(self, model):
"""
Schedule a model
:param model: the model to schedule
"""
self.models.append(model)
return self.subscheduler.schedule(model)
def unschedule(self, model):
"""
Unschedule a model
:param model: the mode to unschedule
"""
self.models.remove(model)
return self.subscheduler.unschedule(model)
def massReschedule(self, reschedule_set):
"""
Reschedule all models
:param reschedule_set: the set of models to reschedule
"""
self.collidingSchedules += len(reschedule_set)
self.totalSchedules += 1
if self.totalSchedules > 100:
if self.collidingSchedules > 5 * len(self.models):
# This means that 5/100 of the models is scheduled in every iteration
self.swapSchedulerTo(SchedulerML)
elif self.collidingSchedules < 500:
self.swapSchedulerTo(SchedulerHS)
self.collidingSchedules = 0
self.totalSchedules = 0
return self.subscheduler.massReschedule(reschedule_set)
def readFirst(self):
"""
Fetch the time of the first model
:returns: (time, age) -- time of the first scheduled model
"""
return self.subscheduler.readFirst()
def getImminent(self, time):
"""
Returns the imminent models for the provided time
:param time: time to check for
"""
return self.subscheduler.getImminent(time)
