Delete database/googleDistanceMatrix/clean_data.py
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database/googleDistanceMatrix/clean_data.py
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import re
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import pandas as pd
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import csv
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def extract_before_parenthesis(s):
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match = re.search(r'^(.*?)\([^)]*\)', s)
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return match.group(1) if match else s
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if __name__ == '__main__':
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data = pd.read_csv('/home/xj/toolAugEnv/code/toolConstraint/database/googleDistanceMatrix/distance.csv')
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data = data.to_dict(orient = 'split')
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fieldnames = ['origin', 'destination', 'cost', 'duration', 'distance']
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with open('/home/xj/toolAugEnv/code/toolConstraint/database/googleDistanceMatrix/distance2.csv', 'w', newline='') as csvfile:
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writer = csv.DictWriter(csvfile, fieldnames=fieldnames)
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writer.writeheader()
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for row in data['data']:
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writer.writerow({'origin': extract_before_parenthesis(row[0]), 'destination': extract_before_parenthesis(row[1]), 'cost': row[2], 'duration': row[3], 'distance': row[4]})
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