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Commit 0555f714 authored by Ioannis Papagiannopoulos's avatar Ioannis Papagiannopoulos
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sortPendingEntities and sortOperators added to Router. Extended testing needed, not stable yet

parent e19e321d
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Showing with 318 additions and 85 deletions
dream/simulation/OperatorRouter.py
View file @ 0555f714
...@@ -53,10 +53,18 @@ class Router(ObjectInterruption): ...@@ -53,10 +53,18 @@ class Router(ObjectInterruption):
self.schedulingRule='' self.schedulingRule=''
# list of the operators that may handle a machine at the current simulation time # list of the operators that may handle a machine at the current simulation time
self.candidateOperators=[] self.candidateOperators=[]
# list of criteria
self.multipleCriterionList=[]
# ======================================================================= # =======================================================================
# the run method # the run method
# ======================================================================= # =======================================================================
'''
all the pendingEntities that are hot should be examined if they can proceed to the next
step of their route as they may not be first in the activeQueue of their currentStations (QueueManagedJob).
If they can be disposed to the next object then the router should wait again till the machine to receive them
returns canAcceptAndIsRequested (inPositionToGet is True)
'''
def run(self): def run(self):
from Globals import G from Globals import G
while 1: while 1:
...@@ -72,10 +80,11 @@ class Router(ObjectInterruption): ...@@ -72,10 +80,11 @@ class Router(ObjectInterruption):
#=================================================================== #===================================================================
# # TESTING # # TESTING
# print now(),' the pending objects are ', [str(object.id) for object in self.pendingObjects] # print now(), '================================================================================'
# print ' the pending objects are ', [str(object.id) for object in self.pendingObjects]
#=================================================================== #===================================================================
# update the called operators list # update the calledOperators list
self.calledOperators=[operator for operator in G.OperatorsList if len(operator.activeCallersList)] self.calledOperators=[operator for operator in G.OperatorsList if len(operator.activeCallersList)]
#=================================================================== #===================================================================
...@@ -85,10 +94,12 @@ class Router(ObjectInterruption): ...@@ -85,10 +94,12 @@ class Router(ObjectInterruption):
# print ' for entity ', [[str(x.giver.getActiveObjectQueue()[0].id)for x in operator.activeCallersList] for operator in self.calledOperators] # print ' for entity ', [[str(x.giver.getActiveObjectQueue()[0].id)for x in operator.activeCallersList] for operator in self.calledOperators]
#=================================================================== #===================================================================
# find the operators that can start working now even if they are not called # find the operators that can start working now even if they are not called
self.findCandidateOperators() self.findCandidateOperators()
# sort the pendingEntities list
self.sortPendingEntities()
#=================================================================== #===================================================================
# # TESTING # # TESTING
# if G.pendingEntities: # if G.pendingEntities:
...@@ -99,34 +110,33 @@ class Router(ObjectInterruption): ...@@ -99,34 +110,33 @@ class Router(ObjectInterruption):
# print [str(candidate.id) for candidate in self.candidateOperators] # print [str(candidate.id) for candidate in self.candidateOperators]
#=================================================================== #===================================================================
''' all the pendingEntities that are hot should be examined if they can proceed to the next # find the operators candidateEntities
step of their route as they may not be first in the activeQueue of their currentStations (QueueManagedJob). self.findCandidateEntities()
If they can be disposed to the next object then the router should wait again till the machine to receive them
returns canAcceptAndIsRequested (inPositionToGet is True) '''
# sort the candidateOperators list
self.sortOperators()
# find the entity that will occupy the resource, and the station that will receive it (if any available) # find the entity that will occupy the resource, and the station that will receive it (if any available)
self.findCandidateReceivers() self.findCandidateReceivers()
#===================================================================
# # TESTING
# print ' after findReceivers',
# print [(str(operator.id),[str(candidateEntity.id) for candidateEntity in operator.candidateEntities],)\
# for operator in self.candidateOperators]
# print 'after find receivers'
# print [str(op.id) for op in self.candidateOperators if op.candidateEntity.candidateReceiver]
# print [(op.id, op.candidateEntity.id, op.candidateEntity.candidateReceiver.id)\
# for op in self.candidateOperators if op.candidateEntity.candidateReceiver]
#===================================================================
# sort the givers for the operators that will process the entities # sort the givers for the operators that will process the entities
self.sortGivers() self.sortGiverQueue()
''' # now must sort the candidateEntities
# and possibly choose one of the candidate receivers of the entities
# we should also sort the queues were the chosen entities lie in order to bring them in front
# then we must check if there is conflict among the choices of the operators
# if there is conflict we must sort the operators
# if an chosen operator is not in the calledOperators list then no machine should proceed with get entity
# but wait till the chosen receiver returns True
# for all the called operators find those available
# sort the objects for each one of them
# and assign the operator to those with the highest priority '''
#===================================================================
# # TESTING
# print 'after sortGiverQueue'
# print [str(op.id) for op in self.candidateOperators if op.candidateEntity.candidateReceiver]
# print [(op.id, op.candidateEntity.id, op.candidateEntity.candidateReceiver.id)\
# for op in self.candidateOperators if op.candidateEntity.candidateReceiver]
#===================================================================
# for all the operators that are requested # for all the operators that are requested
for operator in self.calledOperators: for operator in self.calledOperators:
...@@ -142,13 +152,14 @@ class Router(ObjectInterruption): ...@@ -142,13 +152,14 @@ class Router(ObjectInterruption):
# check if the candidateReceivers are inPositionToGet and if they are already called # check if the candidateReceivers are inPositionToGet and if they are already called
try: try:
candidateEntityHasActiveReceiver=(operator.candidateEntity.candidateReceiver in operator.activeCallersList\ receiverIsActive=(operator.candidateEntity.candidateReceiver in operator.activeCallersList\
and operator.candidateEntity.candidateReceiver in self.pendingObjects ) and operator.candidateEntity.candidateReceiver in self.pendingObjects )
except: except:
candidateEntityHasActiveReceiver=True receiverIsActive=True
# check if the candidateOperators are available, if the are requested and reside in the pendingObjects list # check if the candidateOperators are available, if the are requested and reside in the pendingObjects list
if operator.checkIfResourceIsAvailable() and \ if operator.checkIfResourceIsAvailable() and \
candidateEntityHasActiveReceiver: receiverIsActive:
#=========================================================== #===========================================================
# # TESTING # # TESTING
# print now(), 'the active callers of', operator.objName, 'before sorting are ', # print now(), 'the active callers of', operator.objName, 'before sorting are ',
...@@ -184,7 +195,7 @@ class Router(ObjectInterruption): ...@@ -184,7 +195,7 @@ class Router(ObjectInterruption):
priorityObject.canProceedWithGetEntity=True priorityObject.canProceedWithGetEntity=True
priorityObject.inPositionToGet=False priorityObject.inPositionToGet=False
# if the are not called and they are not in the pendingObjects list clear their activeCallersList # if the are not called and they are not in the pendingObjects list clear their activeCallersList
elif not candidateEntityHasActiveReceiver: elif not receiverIsActive:
operator.activeCallersList=[] operator.activeCallersList=[]
# if an object cannot proceed with getEntity, unAssign the exit of its giver # if an object cannot proceed with getEntity, unAssign the exit of its giver
for object in self.pendingObjects: for object in self.pendingObjects:
...@@ -278,17 +289,50 @@ class Router(ObjectInterruption): ...@@ -278,17 +289,50 @@ class Router(ObjectInterruption):
del self.candidateOperators[:] del self.candidateOperators[:]
del self.calledOperators[:] del self.calledOperators[:]
del self.pendingObjects[:] del self.pendingObjects[:]
del self.multipleCriterionList[:]
self.call=False self.call=False
#=======================================================================
# Sort pendingEntities
# TODO: sorting them according to the operators schedulingRule
#=======================================================================
def sortPendingEntities(self):
# TODO: to be used for sorting of operators
if self.candidateOperators:
for operator in self.candidateOperators:
if operator.multipleCriterionList:
for criterion in operator.multipleCriterionList:
if not criterion in self.multipleCriterionList:
self.multipleCriterionList.append(criterion)
else:
if not operator.schedulingRule in self.multipleCriterionList:
self.multipleCriterionList.append(operator.schedulingRule)
# TODO: For the moment all operators should have only one scheduling rule and the same among them
# added for testing
assert len(self.multipleCriterionList)==1,'The operators must have the same (one) scheduling rule'
self.activePendingQSorter(criterion=self.multipleCriterionList[0])
#=======================================================================
# Sort candidateOperators
# TODO: consider if there must be an argument set for the schedulingRules of the Router
# TODO: consider if the scheduling rule for the operators must be global for all of them
#=======================================================================
def sortOperators(self):
# TODO: there must be criteria for sorting the cadidateOperators
#if we have sorting according to multiple criteria we have to call the sorter many times
if self.multipleCriterionList:
self.activeOperatorQSorter(criterion=self.multipleCriterionList[0])
#======================================================================== #========================================================================
# Find candidate Operators # Find candidate Operators
#========================================================================
def findCandidateOperators(self):
# find the operators that can start working now even if they are not called # find the operators that can start working now even if they are not called
# to be found: # to be found:
# . the candidate operators # . the candidate operators
# . their candidate entities (the entities they will process) # . their candidate entities (the entities they will process)
# . the candidate receivers of the entities (the stations the operators will be working at) # . the candidate receivers of the entities (the stations the operators will be working at)
#========================================================================
def findCandidateOperators(self):
from Globals import G from Globals import G
# if there are pendingEntities # if there are pendingEntities
if len(G.pendingEntities): if len(G.pendingEntities):
...@@ -318,26 +362,17 @@ class Router(ObjectInterruption): ...@@ -318,26 +362,17 @@ class Router(ObjectInterruption):
self.candidateOperators.append(entity.manager) self.candidateOperators.append(entity.manager)
#======================================================================= #=======================================================================
# Sort Candidate Operators # Find the candidateEntities for each candidateOperator
# TODO: consider if there must be an argument set for the schedulingRules of the Router
#=======================================================================
def sortOperators(self):
from Globals import G
# TODO: sort accordting to the number of pending Jobs
# sort the operators according to their waiting time
self.candidateOperators.sort(key=lambda x: x.totalWorkingTime) # sort with total Working Time
#===================================================================
# # TESTING
# if candidateOperators:
# print ' {} the candidate operators after sorting are: ',
# print [str(candidate.id) for candidate in candidateOperators]
#===================================================================
# find the candidateEntities of each candidateOperator and sort them according # find the candidateEntities of each candidateOperator and sort them according
# to the scheduling rules of the operator and choose an entity that will be served # to the scheduling rules of the operator and choose an entity that will be served
# and by which machines # and by which machines
#=======================================================================
def findCandidateEntities(self):
from Globals import G
# TODO: sort according to the number of pending Jobs
# TODO Have to sort again according to the priority used by the operators
# initialise the operatorsWithOneOption # initialise the operatorsWithOneOption and operatorsWithOneCandidateEntity lists
operatorsWithOneOption=[] operatorsWithOneOption=[]
operatorsWithOneCandidateEntity=[] operatorsWithOneCandidateEntity=[]
# for all the candidateOperators # for all the candidateOperators
...@@ -351,46 +386,64 @@ class Router(ObjectInterruption): ...@@ -351,46 +386,64 @@ class Router(ObjectInterruption):
# if the candidate entity has only one receiver then append the operator to operatorsWithOneOption list # if the candidate entity has only one receiver then append the operator to operatorsWithOneOption list
if len(operator.candidateEntities[0].candidateReceivers)==1: if len(operator.candidateEntities[0].candidateReceivers)==1:
operatorsWithOneOption.append(operator) operatorsWithOneOption.append(operator)
# sort the candidateEntities list of each operator according to its schedulingRule
for operator in [x for x in self.candidateOperators if x.candidateEntities]:
operator.sortCandidateEntities(operator.candidateEntities)
# if there operators that have only one option then sort the candidateOperators according to the first one of these # if there operators that have only one option then sort the candidateOperators according to the first one of these
# TODO: find out what happens if there are many operators with one option # TODO: find out what happens if there are many operators with one option
# TODO: incorporate that to sortOperators() method
# sort the operators according to their waiting time
self.candidateOperators.sort(key=lambda x: x.totalWorkingTime)
if operatorsWithOneOption: if operatorsWithOneOption:
# candidateOperators.sort(key=lambda x:x==operatorsWithOneOption[0],reverse=True)
self.candidateOperators.sort(key=lambda x: x in operatorsWithOneOption, reverse=True) # sort according to the number of options self.candidateOperators.sort(key=lambda x: x in operatorsWithOneOption, reverse=True) # sort according to the number of options
#=================================================================== #===================================================================
# # TESTING # # TESTING
# if self.candidateOperators: # if self.candidateOperators:
# print ' {} the candidate operators after second sorting are: ', # print ' findEntities',
# print [str(candidate.id) for candidate in self.candidateOperators] # print [(str(operator.id),[str(candidateEntity.id) for candidateEntity in operator.candidateEntities])\
# print ' operators with one Option ', # for operator in self.candidateOperators]
# print [str(operator.id) for operator in operatorsWithOneOption]
# for operator in self.candidateOperators:
# print ' operator', operator.id, 'has candidate entities ',
# print [candidateEntity.id for candidateEntity in operator.candidateEntities]
#=================================================================== #===================================================================
#======================================================================= #=======================================================================
# Find candidate entities and their receivers # Find candidate entities and their receivers
# TODO: if there is a critical entity, its manager should be served first
# TODO: have to sort again after choosing candidateEntity
#======================================================================= #=======================================================================
def findCandidateReceivers(self): def findCandidateReceivers(self):
# TODO: if there is a critical entity, its manager should be served first
# initialise local variables occupiedReceivers and entitiesWithOccupiedReceivers # initialise local variables occupiedReceivers and entitiesWithOccupiedReceivers
occupiedReceivers=[] # occupied candidateReceivers of a candidateEntity occupiedReceivers=[] # occupied candidateReceivers of a candidateEntity
entitiesWithOccupiedReceivers=[] # list of entities that have no available receivers entitiesWithOccupiedReceivers=[] # list of entities that have no available receivers
# finally we have to sort before giving the entities to the operators
# If there is an entity which must have priority then it should be assigned first
for operator in [x for x in self.candidateOperators if x.candidateEntities]:
operator.candidateEntity=operator.candidateEntities[0]
#===================================================================
# TESTING
# print ' first assignment of candidateEntity'
# print [(str(x.id), str(x.candidateEntity.id)) for x in self.candidateOperators if x.candidateEntity]
#===================================================================
# TODO: sorting again after choosing candidateEntity
self.sortOperators()
# for the candidateOperators that do have candidateEntities pick a candidateEntity # for the candidateOperators that do have candidateEntities pick a candidateEntity
for operator in [x for x in self.candidateOperators if x.candidateEntities]: for operator in [x for x in self.candidateOperators if x.candidateEntities]:
operator.sortCandidateEntities(operator.candidateEntities)
operator.noAvailableReceivers=False
# find the first available entity that has no occupied receivers # find the first available entity that has no occupied receivers
availableEntity=next(x for x in operator.candidateEntities if not x in entitiesWithOccupiedReceivers) availableEntity=next(x for x in operator.candidateEntities if not x in entitiesWithOccupiedReceivers)
if availableEntity: if availableEntity:
operator.candidateEntity=availableEntity operator.candidateEntity=availableEntity
#=======================================================
# # TESTING
# print ' the candidate receivers for', operator.candidateEntity.id, 'are',\
# [str(x.id) for x in operator.candidateEntity.candidateReceivers]
#=======================================================
# initiate the local list variable available receivers # initiate the local list variable available receivers
availableReceivers=[x for x in operator.candidateEntity.candidateReceivers\ availableReceivers=[x for x in operator.candidateEntity.candidateReceivers\
if not x in occupiedReceivers] if not x in occupiedReceivers]
...@@ -406,19 +459,17 @@ class Router(ObjectInterruption): ...@@ -406,19 +459,17 @@ class Router(ObjectInterruption):
operator.candidateEntity.candidateReceiver=availableReceiver operator.candidateEntity.candidateReceiver=availableReceiver
occupiedReceivers.append(availableReceiver) occupiedReceivers.append(availableReceiver)
operator.noAvailableReceivers=True
# if there is no available receiver add the entity to the entitiesWithOccupiedReceivers list # if there is no available receiver add the entity to the entitiesWithOccupiedReceivers list
else: else:
entitiesWithOccupiedReceivers.append(availableEntity) entitiesWithOccupiedReceivers.append(availableEntity)
operator.candidateEntity.candidateReceiver=None operator.candidateEntity.candidateReceiver=None
# # TODO: sorting again after choosing candidateEntity
# self.sortOperators()
#=================================================================== #===================================================================
# # TESTING # # TESTING
# print ' +{}+ candidate operators :', # print ' findReceivers',
# print [str(x.id) for x in self.candidateOperators if x.candidateEntity] # print [(str(operator.id),[str(candidateEntity.id) for candidateEntity in operator.candidateEntities])\
# print ' +{}+ have entities :', # for operator in self.candidateOperators]
# print [str(x.candidateEntity.id) for x in self.candidateOperators if x.candidateEntity]
# print ' +{}+ with receivers :',
# print [str(x.candidateEntity.candidateReceiver.id) for x in self.candidateOperators if x.candidateEntity and not x.candidateEntity in entitiesWithOccupiedReceivers]
#=================================================================== #===================================================================
#======================================================================= #=======================================================================
...@@ -426,9 +477,7 @@ class Router(ObjectInterruption): ...@@ -426,9 +477,7 @@ class Router(ObjectInterruption):
# TODO: the method currently checks only the first operator of the candidateOperators list # TODO: the method currently checks only the first operator of the candidateOperators list
# consider populating the controls # consider populating the controls
#======================================================================= #=======================================================================
def sortGivers(self): def sortGiverQueue(self):
# local variable used for testing
pendingObjectsMustBeSorted=False
# for those operators that do have candidateEntity # for those operators that do have candidateEntity
for operator in [x for x in self.candidateOperators if x.candidateEntity]: for operator in [x for x in self.candidateOperators if x.candidateEntity]:
# check whether are called by objects that require the resource # check whether are called by objects that require the resource
...@@ -437,16 +486,200 @@ class Router(ObjectInterruption): ...@@ -437,16 +486,200 @@ class Router(ObjectInterruption):
# of the requesting the operator entities. # of the requesting the operator entities.
if not operator.called: if not operator.called:
operator.candidateEntity.currentStation.sortEntitiesForOperator(operator) operator.candidateEntity.currentStation.sortEntitiesForOperator(operator)
pendingObjectsMustBeSorted=True
# TODO: if the first candidate is not called then must run again # TODO: if the first candidate is not called then must run again
# if the first is called then this one must proceed with get entity # if the first is called then this one must proceed with get entity
elif not operator.candidateEntity.candidateReceiver in self.pendingObjects: elif not operator.candidateEntity.candidateReceiver in self.pendingObjects:
operator.candidateEntity.currentStation.sortEntitiesForOperator(operator) operator.candidateEntity.currentStation.sortEntitiesForOperator(operator)
pendingObjectsMustBeSorted=True
else: else:
break break
#=================================================================== # =======================================================================
# # TESTING # sorts the Entities of the Queue according to the scheduling rule
# print '======= can the machines proceed with getEntity? ',not pendingObjectsMustBeSorted, '===============' # =======================================================================
#=================================================================== def activePendingQSorter(self, criterion=None):
\ No newline at end of file from Globals import G
activeObjectQ=G.pendingEntities
if not activeObjectQ:
assert False, "empty candidate list"
if criterion==None:
criterion=self.schedulingRule
#if the schedulingRule is first in first out
if criterion=="FIFO":
# FIFO sorting has no meaning when sorting candidateEntities
self.activePendingQSorter('WT')
# added for testing
# print 'there is no point of using FIFO scheduling rule for operators candidateEntities,\
# WT scheduling rule used instead'
#if the schedulingRule is based on a pre-defined priority
elif criterion=="Priority":
activeObjectQ.sort(key=lambda x: x.priority)
#if the scheduling rule is time waiting (time waiting of machine
# TODO: consider that the timeLastEntityEnded is not a
# indicative identifier of how long the station was waiting
elif criterion=='WT':
activeObjectQ.sort(key=lambda x: x.schedule[-1][1])
#if the schedulingRule is earliest due date
elif criterion=="EDD":
activeObjectQ.sort(key=lambda x: x.dueDate)
#if the schedulingRule is earliest order date
elif criterion=="EOD":
activeObjectQ.sort(key=lambda x: x.orderDate)
#if the schedulingRule is to sort Entities according to the stations they have to visit
elif criterion=="NumStages":
activeObjectQ.sort(key=lambda x: len(x.remainingRoute), reverse=True)
#if the schedulingRule is to sort Entities according to the their remaining processing time in the system
elif criterion=="RPC":
for entity in activeObjectQ:
RPT=0
for step in entity.remainingRoute:
processingTime=step.get('processingTime',None)
if processingTime:
RPT+=float(processingTime.get('mean',0))
entity.remainingProcessingTime=RPT
activeObjectQ.sort(key=lambda x: x.remainingProcessingTime, reverse=True)
#if the schedulingRule is to sort Entities according to longest processing time first in the next station
elif criterion=="LPT":
for entity in activeObjectQ:
processingTime = entity.remainingRoute[0].get('processingTime',None)
entity.processingTimeInNextStation=float(processingTime.get('mean',0))
if processingTime:
entity.processingTimeInNextStation=float(processingTime.get('mean',0))
else:
entity.processingTimeInNextStation=0
activeObjectQ.sort(key=lambda x: x.processingTimeInNextStation, reverse=True)
#if the schedulingRule is to sort Entities according to shortest processing time first in the next station
elif criterion=="SPT":
for entity in activeObjectQ:
processingTime = entity.remainingRoute[0].get('processingTime',None)
if processingTime:
entity.processingTimeInNextStation=float(processingTime.get('mean',0))
else:
entity.processingTimeInNextStation=0
activeObjectQ.sort(key=lambda x: x.processingTimeInNextStation)
#if the schedulingRule is to sort Entities based on the minimum slackness
elif criterion=="MS":
for entity in activeObjectQ:
RPT=0
for step in entity.remainingRoute:
processingTime=step.get('processingTime',None)
if processingTime:
RPT+=float(processingTime.get('mean',0))
entity.remainingProcessingTime=RPT
activeObjectQ.sort(key=lambda x: (x.dueDate-x.remainingProcessingTime))
#if the schedulingRule is to sort Entities based on the length of the following Queue
elif criterion=="WINQ":
from Globals import G
for entity in activeObjectQ:
nextObjIds=entity.remainingRoute[1].get('stationIdsList',[])
for obj in G.ObjList:
if obj.id in nextObjIds:
nextObject=obj
entity.nextQueueLength=len(nextObject.getActiveObjectQueue())
activeObjectQ.sort(key=lambda x: x.nextQueueLength)
else:
assert False, "Unknown scheduling criterion %r" % (criterion, )
# =======================================================================
# sorts the Operators of the Queue according to the scheduling rule
# =======================================================================
def activeOperatorQSorter(self, criterion=None):
activeObjectQ=self.candidateOperators
if not activeObjectQ:
assert False, "empty candidateOperators list"
if criterion==None:
criterion=self.multipleCriterionList[0]
#if the schedulingRule is first in first out
if criterion=="FIFO":
# FIFO sorting has no meaning when sorting candidateEntities
self.activeOperatorQSorter('WT')
# added for testing
# print 'there is no point of using FIFO scheduling rule for operators candidateEntities,\
# WT scheduling rule used instead'
#if the schedulingRule is based on a pre-defined priority
elif criterion=="Priority":
activeObjectQ.sort(key=lambda x: x.candidateEntity.priority)
#if the scheduling rule is time waiting (time waiting of machine
# TODO: consider that the timeLastEntityEnded is not a
# indicative identifier of how long the station was waiting
elif criterion=='WT':
activeObjectQ.sort(key=lambda x: x.candidateEntity.schedule[-1][1])
#if the schedulingRule is earliest due date
elif criterion=="EDD":
activeObjectQ.sort(key=lambda x: x.candidateEntity.dueDate)
#if the schedulingRule is earliest order date
elif criterion=="EOD":
activeObjectQ.sort(key=lambda x: x.candidateEntity.orderDate)
#if the schedulingRule is to sort Entities according to the stations they have to visit
elif criterion=="NumStages":
activeObjectQ.sort(key=lambda x: len(x.candidateEntity.remainingRoute), reverse=True)
#if the schedulingRule is to sort Entities according to the their remaining processing time in the system
elif criterion=="RPC":
for entity in [operator.candidateEntity for operator in activeObjectQ]:
RPT=0
for step in entity.remainingRoute:
processingTime=step.get('processingTime',None)
if processingTime:
RPT+=float(processingTime.get('mean',0))
entity.remainingProcessingTime=RPT
activeObjectQ.sort(key=lambda x: x.candidateEntity.remainingProcessingTime, reverse=True)
#if the schedulingRule is to sort Entities according to longest processing time first in the next station
elif criterion=="LPT":
for entity in [operator.candidateEntity for operator in activeObjectQ]:
processingTime = entity.remainingRoute[0].get('processingTime',None)
entity.processingTimeInNextStation=float(processingTime.get('mean',0))
if processingTime:
entity.processingTimeInNextStation=float(processingTime.get('mean',0))
else:
entity.processingTimeInNextStation=0
activeObjectQ.sort(key=lambda x: x.candidateEntity.processingTimeInNextStation, reverse=True)
#if the schedulingRule is to sort Entities according to shortest processing time first in the next station
elif criterion=="SPT":
for entity in [operator.candidateEntity for operator in activeObjectQ]:
processingTime = entity.remainingRoute[0].get('processingTime',None)
if processingTime:
entity.processingTimeInNextStation=float(processingTime.get('mean',0))
else:
entity.processingTimeInNextStation=0
activeObjectQ.sort(key=lambda x: x.candidateEntity.processingTimeInNextStation)
#if the schedulingRule is to sort Entities based on the minimum slackness
elif criterion=="MS":
for entity in [operator.candidateEntity for operator in activeObjectQ]:
RPT=0
for step in entity.remainingRoute:
processingTime=step.get('processingTime',None)
if processingTime:
RPT+=float(processingTime.get('mean',0))
entity.remainingProcessingTime=RPT
activeObjectQ.sort(key=lambda x: (x.candidateEntity.dueDate-x.candidateEntity.remainingProcessingTime))
#if the schedulingRule is to sort Entities based on the length of the following Queue
elif criterion=="WINQ":
from Globals import G
for entity in [operator.candidateEntity for operator in activeObjectQ]:
nextObjIds=entity.remainingRoute[1].get('stationIdsList',[])
for obj in G.ObjList:
if obj.id in nextObjIds:
nextObject=obj
entity.nextQueueLength=len(nextObject.getActiveObjectQueue())
activeObjectQ.sort(key=lambda x: x.candidateEntity.nextQueueLength)
else:
assert False, "Unknown scheduling criterion %r" % (criterion, )
\ No newline at end of file
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