如何解释模拟simpy3的输出，以及如何在python中可视化模拟simpy3？

问题描述

我不是simpy3仿真软件包的新手，但使用银行示例实现了仿真。如何解释仿真结果，我获得了使用容量4的客户“零”等待时间，以及如何在python中可视化simpy过程。为了进行可视化，我进行了搜索，但未找到任何特定答案。请帮我理解。

Source function:

Source function is like below. SRTFunc is used to get service time.
data =pd.read_csv(path)
data=data.head(10)
number = len(data)  # Total number of customers
interval = data['timeBtArrival']  # Generate new customers in minutes
customerData = data
env = simpy.Environment()
counter = simpy.Resource(env,capacity=4)

def source(env,number,interval,counter,customerData):

    """Source generates customers randomly"""
    for i in range(number):
        value1 = SRTFunc(p1=customerData["col1"][i],p2=customerData["col2"] 
                                    [i],p3=customerData["col3"][i],p4= customerData['col4'][i])
                                                    
                     
        c = customer(env,'customer%02d' %i,timetoService= (value1))
        env.process(c)
        t= customerData['timeBtArrival'][i] # Inter arrival time between the customers in minutes
        yield env.timeout(t)

客户功能：

def customer(env,name,timetoService):
    
    """Customer arrives,is served and leaves."""
    arrive = env.Now
    
    print('%7.4f %s: Here I am' % (arrive,name))
    
    with counter.request() as req:
        yield req 

        wait = env.Now - arrive
        print('%s waited %6.3f' % (name,wait))

        
        yield env.timeout(timetoService)
        print('%s Finished at %7.4f' % (name,env.Now))

运行模拟：

proc = env.process(source(env,patientData))
env.run()

输出：

Service time function
 0.0000 customer00: Here I am
Service time function
 0.0000 customer01: Here I am
customer00 waited  0.000
customer01 waited  0.000
Service time function
 8.0000 customer02: Here I am
customer02 waited  0.000
customer00 Finished at  9.0000
customer01 Finished at  9.0000
Service time function
10.0000 customer03: Here I am
customer03 waited  0.000
Service time function
12.0000 customer04: Here I am
customer04 waited  0.000
customer02 Finished at 17.0000
customer03 Finished at 19.0000
customer04 Finished at 21.0000
Service time function
38.0000 customer05: Here I am
Service time function
38.0000 customer06: Here I am
customer05 waited  0.000
customer06 waited  0.000
customer05 Finished at 44.0000
Service time function
46.0000 customer07: Here I am
customer07 waited  0.000
Service time function
49.0000 customer08: Here I am
customer08 waited  0.000
customer06 Finished at 57.0000
customer07 Finished at 58.0000
customer08 Finished at 68.0000
Service time function
84.0000 customer09: Here I am
customer09 waited  0.000
customer09 Finished at 108.0000

下面是（当前模拟时间，用户数，排队的进程数）

(0,1,0),(0,2,(8,3,(9,(10,(12,(17,(19,(21,(38,(44,(46,(49,(57,(58,(68,(84,(108,0)]

How to interpret this?

请帮帮我。

解决方法

暂无找到可以解决该程序问题的有效方法，小编努力寻找整理中！

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python-3.x simpy visualization