30 lines
1.1 KiB
Python
30 lines
1.1 KiB
Python
import pandas as pd
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from tabulate import tabulate
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# The following imports NEED to be in the exact order
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from cadCAD.engine import ExecutionMode, ExecutionContext, Executor
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# from simulations.validation import config1_test_pipe
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# from simulations.validation import config1
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# from simulations.validation import externalds
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from simulations.validation import external_dataset
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from cadCAD import configs
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exec_mode = ExecutionMode()
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print("Simulation Execution: Single Configuration")
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print()
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first_config = configs # only contains config1
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single_proc_ctx = ExecutionContext(context=exec_mode.single_proc)
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run = Executor(exec_context=single_proc_ctx, configs=first_config)
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raw_result, tensor_field = run.main()
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result = pd.DataFrame(raw_result)
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result = pd.concat([result, result['external_data'].apply(pd.Series)], axis=1)[
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['run', 'substep', 'timestep', 'increment', 'external_data', 'ds1', 'ds2', 'ds3', 'policies']
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]
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print()
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print("Tensor Field: config1")
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print(tabulate(tensor_field, headers='keys', tablefmt='psql'))
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print("Output:")
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print(tabulate(result, headers='keys', tablefmt='psql'))
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print()
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