ver. 0.2.4

simulations/regression_tests/config1.py

@@ -3,9 +3,7 @@ from datetime import timedelta
 
 
 from cadCAD.configuration import append_configs
-from cadCAD.configuration.utils import env_proc_trigger, bound_norm_random, ep_time_step, config_sim, time_step, \
-    env_trigger
-
+from cadCAD.configuration.utils import bound_norm_random, config_sim, time_step, env_trigger
 
 seeds = {
     'z': np.random.RandomState(1),
@@ -154,8 +152,6 @@ sim_config = config_sim(
 append_configs(
     sim_configs=sim_config,
     initial_state=genesis_states,
-    # seeds=seeds,
-    # raw_exogenous_states=raw_exogenous_states,
     env_processes=env_processes,
     partial_state_update_blocks=partial_state_update_blocks,
     policy_ops=[lambda a, b: a + b]

simulations/regression_tests/config2.py

@@ -2,8 +2,7 @@ import numpy as np
 from datetime import timedelta
 
 from cadCAD.configuration import append_configs
-from cadCAD.configuration.utils import env_proc_trigger, bound_norm_random, ep_time_step, config_sim, env_trigger, \
-    time_step
+from cadCAD.configuration.utils import bound_norm_random, config_sim, env_trigger, time_step
 
 seeds = {
     'z': np.random.RandomState(1),
@@ -142,7 +141,6 @@ sim_config = config_sim(
 append_configs(
     sim_configs=sim_config,
     initial_state=genesis_states,
-    seeds=seeds,
     env_processes=env_processes,
     partial_state_update_blocks=partial_state_update_block
 )

simulations/regression_tests/external_dataset.py

@@ -62,9 +62,6 @@ sim_config = config_sim({
 append_configs(
     sim_configs=sim_config,
     initial_state=state_dict,
-    # seeds=seeds,
-    # raw_exogenous_states=raw_exogenous_states,
-    # env_processes=env_processes,
     partial_state_update_blocks=partial_state_update_blocks,
     policy_ops=[lambda a, b: {**a, **b}]
 )

simulations/regression_tests/policy_aggregation.py

@@ -3,14 +3,6 @@ from cadCAD.configuration import append_configs
 from cadCAD.configuration.utils import config_sim
 
 
-seeds = {
-    'z': np.random.RandomState(1),
-    'a': np.random.RandomState(2),
-    'b': np.random.RandomState(3),
-    'c': np.random.RandomState(3)
-}
-
-
 # Policies per Mechanism
 def p1m1(_g, step, sL, s):
     return {'policy1': 1}
@@ -48,8 +40,6 @@ variables = {
     's1': add('s1', 1),
     "policies": policies
 }
-# test_varablies = deepcopy(variables)
-# test_varablies['test'] = test
 
 partial_state_update_block = {
     "m1": {
@@ -91,7 +81,6 @@ sim_config = config_sim(
 append_configs(
     sim_configs=sim_config,
     initial_state=genesis_states,
-    seeds=seeds,
     partial_state_update_blocks=partial_state_update_block,
     policy_ops=[lambda a, b: a + b, lambda y: y * 2] # Default: lambda a, b: a + b ToDO: reduction function requires high lvl explanation
 )

simulations/regression_tests/sweep_config.py

@@ -1,11 +1,9 @@
-from decimal import Decimal
 import numpy as np
 from datetime import timedelta
 import pprint
 
 from cadCAD.configuration import append_configs
-from cadCAD.configuration.utils import var_trigger, env_trigger, var_substep_trigger, config_sim, env_proc_trigger, \
-    time_step, psub_list
+from cadCAD.configuration.utils import env_trigger, var_substep_trigger, config_sim, time_step, psub_list
 
 from typing import Dict, List
 

simulations/regression_tests/udo.py

@@ -1,19 +1,13 @@
-from copy import deepcopy
+import pandas as pd
+from fn.func import curried
 from datetime import timedelta
-from functools import reduce
+import pprint as pp
 
 from cadCAD.utils import SilentDF #, val_switch
 from cadCAD.configuration import append_configs
-from cadCAD.configuration.utils import time_step, config_sim, var_trigger, var_substep_trigger, genereate_psubs, \
-    env_trigger, psub_list
+from cadCAD.configuration.utils import time_step, config_sim, var_trigger, var_substep_trigger, env_trigger, psub_list
 from cadCAD.configuration.utils.userDefinedObject import udoPipe, UDO
-import pandas as pd
 
-from fn.func import curried
-
-import pprint as pp
-
-from cadCAD.utils.sys_config import add
 
 DF = SilentDF(pd.read_csv('/Users/jjodesty/Projects/DiffyQ-SimCAD/simulations/external_data/output.csv'))
 

simulations/regression_tests/udo_inter_substep_update.py

@@ -1,12 +1,13 @@
-from copy import deepcopy
-from datetime import timedelta
-from cadCAD.utils import SilentDF #, val_switch
-from cadCAD.configuration import append_configs
-from cadCAD.configuration.utils import time_step, ep_time_step, config_sim
-from cadCAD.configuration.utils.userDefinedObject import udoPipe, UDO
 import pandas as pd
 import pprint as pp
 from fn.func import curried
+from datetime import timedelta
+
+from cadCAD.utils import SilentDF #, val_switch
+from cadCAD.configuration import append_configs
+from cadCAD.configuration.utils import time_step, config_sim
+from cadCAD.configuration.utils.userDefinedObject import udoPipe, UDO
+
 
 DF = SilentDF(pd.read_csv('/Users/jjodesty/Projects/DiffyQ-SimCAD/simulations/external_data/output.csv'))
 

simulations/test_executions/config2_test.py

@@ -10,7 +10,6 @@ exec_mode = ExecutionMode()
 print("Simulation Execution: Single Configuration")
 print()
 first_config = configs # only contains config2
-# print(configs[0].env_processes)
 single_proc_ctx = ExecutionContext(context=exec_mode.single_proc)
 run = Executor(exec_context=single_proc_ctx, configs=first_config)
 

simulations/test_executions/param_sweep_test.py

@@ -1,5 +1,3 @@
-from pprint import pprint
-
 import pandas as pd
 from tabulate import tabulate
 # The following imports NEED to be in the exact order