基于Python API的极简AnyLogic Cloud闭环模拟实现问询

我希望构建一个可通过Python API驱动的极简AnyLogic Cloud模拟，运行期间需要实现以下需求：

• 按需调用函数
• 按需修改参数
• 按需获取输出值

由于该API未提供「暂停」功能，仅支持停止及多种运行模式，我设想通过主循环逐步等待外部信号来推进模拟，相关Python代码示例如下：

# 防空教程模拟
from anylogiccloudclient.client.cloud_client import CloudClient
import time
import threading

def _间歇式运行(s, dt):
    while s.get_progress()["total"] < 100:
        print("进度: " + str(s.get_progress()["total"]) + "%")
        print(s.get_status())
        time.sleep(dt)    

client = CloudClient(ANYLOGIC_API_KEY)
# print(client)
MODEL  = client.get_model_by_name(MODEL_NAME) 
print ('=== 模型已打开 ===')
params      = {  "P radar 2 range": 300,     }
version     = client.get_latest_model_version(MODEL_NAME)
inputs      = client.create_inputs_from_experiment(version, EXPERIMENT_ID)

print ('=== 已修改输入参数 ===')
inputs.set_input("P radar 2 range", 175)        
inputs.set_input("{STOP_TIME}", 54321)
# inputs.set_input("P_SIM_PAUSED", False)  
##~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

simulation = client.create_simulation(inputs)
# 此方法不会等待模拟完成
simulation.run()

dt = 1.033
progress_thread = threading.Thread(target=_间歇式运行, args=(simulation, dt,))
# 启动线程，重复调用s.get_progress()获取进度信息
progress_thread.start()

print ('=== 模拟运行中... ===')
polling_period = 1000 # 毫秒
print(simulation.get_status())

for step in range(10):
    print('执行步骤 ', step)
    inputs.set_input("P radar 2 range", 10*step) 
    # simulation.wait_for_completion()
    simulation.wait_for_completion(polling_period)            
    print("雷达2探测范围为 ", inputs.get_input("P radar 2 range"))
    print(simulation.get_status())

print ('=== 模拟已终止 ===')

outputs = simulation.get_outputs()

内容的提问来源于stack exchange，提问作者user30936851