class SimulationSystem(object):
def __init__ (self,size,file_name):
"""
args: size(int): total number of patients to be simulated
file_name(str): name of input file
"""
self.size = size
self.file_name = file_name
self.list_IOP = []
self.list_MD = []
self.list_MDR = []
self.list_Age = []
self.list_Death = []
self.list_Gender = []
#patientlist is list of patient object currently simulated
self.patientlist = []
self.monitor = Monitor (self.size)
def csv_dict_reader(self,file_obj):
"""
args: file_obj(str): file name of current patients' record
"""
reader = csv.DictReader(file_obj, delimiter=',')
for line in reader:
#read in the initial parameters, according to their field names
self.list_IOP.append(float(line["IOP"]))
self.list_MD.append(float(line["MD"]))
self.list_MDR.append(float(line["MDR"]))
self.list_Age.append(float(line["Age"]))
self.list_Death.append(float(line["DeathAge"]))
self.list_Gender.append(float(line["Gender"]))
def final_cost_calculate(self):
i = 0
for obj in self.patientlist:
self.monitor.finalCostPatient(i,obj.medicalRecords['NumberTrabeculectomy'],obj.medicalRecords['PatientVisits'],obj.medicalRecords['NumberVF'],obj.medicalRecords['SurgeryCataract'])
i += 1
def SystemSimulation (self):
"""
Read in the initial parameters from file_name
Initiate correct initial parameters for patients
"""
with open(self.file_name) as f_obj:
self.csv_dict_reader(f_obj)
env = simpy.Environment()
for i in range(self.size):
self.patientlist.append( Patient(env,i,self.monitor,{'IOP':24,'MD': self.list_MD[i],
'MDR':self.list_MDR[i],'CumulativeMDR': 0,
'IOPTarget': 32,'Age':self.list_Age[i],
'TrabeculectomyIOP': 0,'Death':self.list_Death[i],'Gender': self.list_Gender[i]}))
env.run(until = simulationTime)
self.final_cost_calculate ()
def __init__ (self,size,file_name):
self.size = size
self.file_name = file_name
self.list_IOP = []
self.list_MD = []
self.list_MDR = []
self.list_Age = []
self.patientlist = []
self.monitor = Monitor (self.size)
class SimulationSystem(object):
def __init__ (self,size,file_name):
self.size = size
self.file_name = file_name
self.list_IOP = []
self.list_MD = []
self.list_MDR = []
self.list_Age = []
self.list_Death = []
self.list_Gender = []
self.patientlist = []
self.monitor = Monitor (self.size)
def csv_dict_reader(self,file_obj):
reader = csv.DictReader(file_obj, delimiter=',')
for line in reader:
self.list_IOP.append(float(line["IOP"]))
self.list_MD.append(float(line["MD"]))
self.list_MDR.append(float(line["MDR"]))
self.list_Age.append(float(line["Age"]))
self.list_Death.append(float(line["DeathAge"]))
self.list_Gender.append(float(line["Gender"]))
def final_cost_calculate(self):
i = 0
for obj in self.patientlist:
self.monitor.finalCostPatient(i,obj.medicalRecords['NumberTrabeculectomy'],obj.medicalRecords['PatientVisits'],obj.medicalRecords['NumberVF'],obj.medicalRecords['SurgeryCataract'])
i += 1
def SystemSimulation (self):
with open(self.file_name) as f_obj:
self.csv_dict_reader(f_obj)
env = simpy.Environment()
for i in range(self.size):
self.patientlist.append( Patient(env,i,self.monitor,{'IOP':self.list_IOP[i],'MD': self.list_MD[i],'MDR':self.list_MDR[i],'CumulativeMDR': 0,'IOPTarget': 24,'Age':self.list_Age[i],
'TrabeculectomyIOP': 0,'Death':self.list_Death[i],'Gender': self.list_Gender[i]}))
env.run(until = simulationTime)
self.final_cost_calculate ()
class SimulationSystem(object):
def __init__ (self,size,file_name):
self.size = size
self.file_name = file_name
self.list_IOP = []
self.list_MD = []
self.list_MDR = []
self.list_Age = []
self.patientlist = []
self.monitor = Monitor (self.size)
def csv_dict_reader(self,file_obj):
reader = csv.DictReader(file_obj, delimiter=',')
for line in reader:
self.list_IOP.append(float(line["IOP"]))
self.list_MD.append(float(line["MD"]))
self.list_MDR.append(float(line["MDR"]))
self.list_Age.append(float(line["Age"]))
def final_cost_calculate(self):
i = 0
for obj in self.patientlist:
# obj.CostAttribute['TotalCost'] += (obj.medicalRecords['NumberTrabeculectomy'] * 1214 + obj.medicalRecords['PatientVisits'] * (6+2+65))
# obj.CostAttribute['TotalCost'] += (obj.CostAttribute['Below-15']*325 + obj.CostAttribute['ProductiveLoss']*3029)
# obj.CostAttribute['TotalCost'] += (obj.medicalRecords['NumberVF'] *150)
self.monitor.finalCostPatient(i,obj.medicalRecords['NumberTrabeculectomy'],obj.medicalRecords['PatientVisits'],obj.medicalRecords['NumberVF'])
i += 1
def SystemSimulation (self):
with open(self.file_name) as f_obj:
self.csv_dict_reader(f_obj)
env = simpy.Environment()
for i in range(self.size):
self.patientlist.append( Patient(env,i,self.monitor,{'IOP':self.list_IOP[i],'MD': self.list_MD[i],'MDR':self.list_MDR[i],'CumulativeMDR': 0,'IOPTarget': 24,'Age':self.list_Age[i], 'TrabeculectomyIOP': 0}))
env.run(until = 600)
self.final_cost_calculate ()
def __init__ (self,size,file_name):
"""
args: size(int): total number of patients to be simulated
file_name(str): name of input file
"""
self.size = size
self.file_name = file_name
self.list_IOP = []
self.list_MD = []
self.list_MDR = []
self.list_Age = []
self.list_Death = []
self.list_Gender = []
#patientlist is list of patient object currently simulated
self.patientlist = []
self.monitor = Monitor (self.size)
