import pandas as pd
from tabulate import tabulate
from importlib import reload
# The following imports NEED to be in the exact order
from SimCAD.engine import ExecutionMode, ExecutionContext, Executor
from simulations.validation import config1 #, config2

from SimCAD import configs

exec_mode = ExecutionMode()

# print("Simulation Execution 1")
# print()
# first_config = [configs[0]] # from config1
# single_proc_ctx = ExecutionContext(context=exec_mode.single_proc)
# run1 = Executor(exec_context=single_proc_ctx, configs=first_config)
# run1_raw_result, tensor_field = run1.main()
# result = pd.DataFrame(run1_raw_result)
# print()
# print("Tensor Field:")
# print(tabulate(tensor_field, headers='keys', tablefmt='psql'))
# print("Output:")
# print(tabulate(result, headers='keys', tablefmt='psql'))
# print()

print("Simulation Execution 2: Concurrent Execution")
multi_proc_ctx = ExecutionContext(context=exec_mode.multi_proc)
run2 = Executor(exec_context=multi_proc_ctx, configs=configs)
for raw_result, tensor_field in run2.main():
    result = pd.DataFrame(raw_result)
    print()
    print("Tensor Field:")
    print(tabulate(tensor_field, headers='keys', tablefmt='psql'))
    print("Output:")
    print(tabulate(result, headers='keys', tablefmt='psql'))
    print()