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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,89 @@ | ||
| # noqa: D100, INP001 | ||
|
|
||
| # | ||
| # Code to write response.csv file given input and dakotaTab.out files | ||
| # | ||
|
|
||
| # Written fmk, important code copied from whale/main.py | ||
| # date: 08/24 | ||
|
|
||
| import argparse | ||
| import json | ||
| import os | ||
|
|
||
| import numpy as np | ||
| import pandas as pd | ||
|
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|
|
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| def main(input_file, dakota_tab_file): # noqa: D103 | ||
| directory_inputs = os.path.dirname(input_file) # noqa: PTH120 | ||
| os.chdir(directory_inputs) | ||
|
|
||
| try: | ||
| # Attempt to open the file | ||
| with open(input_file) as file: # noqa: PTH123 | ||
| data = json.load(file) | ||
|
|
||
| except FileNotFoundError: | ||
| # Handle the error if the file is not found | ||
| print(f"Error createResponseCSV.py: The file '{input_file}' was not found.") # noqa: T201 | ||
| return | ||
| except OSError: | ||
| # Handle other I/O errors | ||
| print(f"Error createResponseCSV.py: Error reading the file '{input_file}'.") # noqa: T201 | ||
| return | ||
|
|
||
| app_data = data.get('Applications', None) | ||
| if app_data is not None: | ||
| dl_data = app_data.get('DL', None) | ||
|
|
||
| if dl_data is not None: | ||
| dl_app_data = dl_data.get('ApplicationData', None) | ||
|
|
||
| if dl_app_data is not None: | ||
| is_coupled = dl_app_data.get('coupled_EDP', None) | ||
|
|
||
| try: | ||
| # sy, abs - added try-statement because dakota-reliability does not write DakotaTab.out | ||
| dakota_out = pd.read_csv(dakota_tab_file, sep=r'\s+', header=0, index_col=0) | ||
|
|
||
| if is_coupled: | ||
| if 'eventID' in dakota_out.columns: | ||
| events = dakota_out['eventID'].values # noqa: PD011 | ||
| events = [int(e.split('x')[-1]) for e in events] | ||
| sorter = np.argsort(events) | ||
| dakota_out = dakota_out.iloc[sorter, :] | ||
| dakota_out.index = np.arange(dakota_out.shape[0]) | ||
|
|
||
| dakota_out.to_csv('response.csv') | ||
|
|
||
| except FileNotFoundError: | ||
| # Handle the error if the file is not found | ||
| print(f"Error createResponseCSV.py: The file '{dakota_tab_file}' not found.") # noqa: T201 | ||
| return | ||
|
|
||
| except OSError: | ||
| # Handle other I/O errors | ||
| print(f"Error createResponseCSV.py: Error reading '{dakota_tab_file}'.") # noqa: T201 | ||
| return | ||
|
|
||
|
|
||
| if __name__ == '__main__': | ||
| parser = argparse.ArgumentParser() | ||
|
|
||
| # Add arguments with default values | ||
| parser.add_argument( | ||
| '--inputFile', type=str, default='AIM.json', help='Path to the input file)' | ||
| ) | ||
| parser.add_argument( | ||
| '--dakotaTab', | ||
| type=str, | ||
| default='dakotaTab.out', | ||
| help='Path to the dakotaTab file)', | ||
| ) | ||
|
|
||
| # Parse the arguments | ||
| args = parser.parse_args() | ||
|
|
||
| # Use the arguments | ||
| main(args.inputFile, args.dakotaTab) |
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