from datetime import timedelta from cadCAD.utils import UDC from cadCAD.configuration import append_configs from cadCAD.configuration.utils import ep_time_step, config_sim from typing import Dict, List # ToDo: Create member for past value class MyClassA(object): def __init__(self, x): self.x = x print(f"Instance of MyClass (mem_id {hex(id(self))}) created with value {self.x}") def update(self): self.x += 1 print(f"Instance of MyClass (mem_id {hex(id(self))}) has been updated, has now value {self.x}") # return self.x return self def getMemID(self): return str(hex(id(self))) # can be accessed after an update within the same substep and timestep # ToDo: id sensitive to lineage, rerepresent def __str__(self): # return f"{self.__class__.__name__} - {hex(id(self))} - {self.__dict__}" return f"{self.__dict__}" # a is Correct, and classX's value is Incorrect # Expected: a == classX's value # b should be tracking classX's value and a: # b should be the same value as the previous classX value and the previous a value # https://pymotw.com/2/multiprocessing/communication.html # ccc = MyClassA # udc = ccc(0) # print(MyClassA(**udc.__dict__).__dict__) g: Dict[str, List[MyClassA]] = {'udc': [MyClassA]} # udcB = MyClassB() # z = MyClass() # pointer(z) # separate thread/process for UCD with async calls to this thread/process # genesis state # udc_obj = MyClassA(0) # hydra = UDC_Wrapper(udc, udc, current_functions=['update']) # hydra = UDC_Wrapper(udc_obj, functions=['update']) hydra = UDC(MyClassA(0)) hydra_members = hydra.get_object() state_dict = { 'a': 0, 'b': 0, 'j': 0, "hydra_members": hydra_members, 'timestamp': '2019-01-01 00:00:00' } timestep_duration = timedelta(minutes=1) # In this example, a timestep has a duration of 1 minute. ts_format = '%Y-%m-%d %H:%M:%S' def time_model(_g, step, sL, s, _input): y = 'timestamp' x = ep_time_step(s, dt_str=s['timestamp'], fromat_str=ts_format, _timedelta=timestep_duration) return (y, x) def HydraMembers(_g, step, sL, s, _input): y = 'hydra_members' obj = s['hydra_members'].obj obj.update() x = UDC(obj).get_object() return (y, x) def A(_g, step, sL, s, _input): y = 'a' x = s['a'] + 1 return (y, x) def B(_g, step, sL, s, _input): y = 'b' # x = s['hydra_members']['x'] x = s['hydra_members'].x # x = s['hydra_obj'].x return (y, x) def J(_g, step, sL, s, _input): y = 'j' # x = s['hydra_members']['x'] x = s['hydra_members'].x # x = s['hydra_obj'].x # x = s['hydra_view'].x return (y, x) partial_state_update_blocks = { 'PSUB1': { 'behaviors': { }, 'states': { # 'ca': CA, 'a': A, 'b': B, # 'hydra': Hydra, 'hydra_members': HydraMembers, # 'hydra_obj': HydraObj, # 'hydra_view': HydraView, # 'i': I, 'j': J, # 'k': K, 'timestamp': time_model, } }, 'PSUB2': { 'behaviors': { }, 'states': { # 'ca': CA, 'a': A, 'b': B, # 'hydra': Hydra, 'hydra_members': HydraMembers, # 'hydra_obj': HydraObj, # 'hydra_view': HydraView, # 'i': I, 'j': J, # 'k': K, } }, 'PSUB3': { 'behaviors': { }, 'states': { 'a': A, 'b': B, # 'hydra': Hydra, 'hydra_members': HydraMembers, # 'hydra_obj': HydraObj, # 'hydra_view': HydraView, # 'i': I, 'j': J, # 'k': K, } } } sim_config = config_sim({ "N": 2, "T": range(4), "M": g }) append_configs(sim_config, state_dict, {}, {}, {}, partial_state_update_blocks)