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Original file line number | Diff line number | Diff line change |
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# noqa: D100 | ||
|
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# | ||
# Code to write response.csv file given input and dakotaTab.out files | ||
# | ||
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# Written fmk, important code copied from whale/main.py | ||
# date: 08/24 | ||
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import argparse | ||
import json | ||
import os | ||
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import numpy as np | ||
import pandas as pd | ||
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def main(input_file, dakota_tab_file): # noqa: D103 | ||
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directory_inputs = os.path.dirname(input_file) # noqa: PTH120 | ||
os.chdir(directory_inputs) | ||
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try: | ||
# Attempt to open the file | ||
with open(input_file) as file: # noqa: PTH123 | ||
data = json.load(file) | ||
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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 | ||
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app_data = data.get('Applications', None) | ||
if app_data is not None: | ||
dl_data = app_data.get('DL', None) | ||
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if dl_data is not None: | ||
dl_app_data = dl_data.get('ApplicationData', None) | ||
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if dl_app_data is not None: | ||
is_coupled = dl_app_data.get('coupled_EDP', None) | ||
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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) | ||
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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]) | ||
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dakota_out.to_csv('response.csv') | ||
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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 | ||
|
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except OSError: | ||
# Handle other I/O errors | ||
print(f"Error createResponseCSV.py: Error reading '{dakota_tab_file}'.") # noqa: T201 | ||
return | ||
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||
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if __name__ == '__main__': | ||
parser = argparse.ArgumentParser() | ||
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# 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)', | ||
) | ||
|
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# Parse the arguments | ||
args = parser.parse_args() | ||
|
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# Use the arguments | ||
main(args.inputFile, args.dakotaTab) |
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