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Enhance Code Readability and Add Error Handling #10

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Enhance Code Readability and Add Error Handling #10

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27 changes: 15 additions & 12 deletions GSoC21/01_seed_preparation.py
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Original file line number Diff line number Diff line change
Expand Up @@ -72,12 +72,14 @@ def getSentSemEval(path_semEval2010):


### put all into df
df_pairs = pd.DataFrame(columns=['SentID', 'Cause','Effect','Label', 'Sent'])
df_pairs['SentID'] = sent_id_list
df_pairs['Cause'] = [i[0] for i in pair_list]
df_pairs['Effect'] = [i[1] for i in pair_list]
df_pairs['Label'] = label_list
df_pairs['Sent'] = sent_list
#Simplified Dataframe Creation
df_pairs = pd.DataFrame({
'SentID': sent_id_list,
'Cause': [i[0] for i in pair_list],
'Effect': [i[1] for i in pair_list],
'Label': label_list,
'Sent': sent_list
})

# firstly extract postive rows
df_pairs_p = df_pairs[df_pairs['Label'] == 1]
Expand All @@ -95,12 +97,13 @@ def main():
print("---------------Procedure 01: prepare seed causal pairs from SemEval Dataset--------------")

### define the path of dataset
#Improve the path Handling
path_here = os.getcwd()
path_semEval2010 = path_here +'/data/SemEval2010_task8_all_data/'
# training pairs
path_semEval2010_train = path_semEval2010 +'SemEval2010_task8_training/TRAIN_FILE.TXT'
# test pairs
path_semEval2010_test = path_semEval2010 +'SemEval2010_task8_testing_keys/TEST_FILE_FULL.TXT'
path_semEval2010 = os.path.join(path_here, 'data/SemEval2010_task8_all_data')
path_semEval2010_train = os.path.join(path_semEval2010, 'SemEval2010_task8_training/TRAIN_FILE.TXT')
path_semEval2010_test = os.path.join(path_semEval2010, 'SemEval2010_task8_testing_keys/TEST_FILE_FULL.TXT')




# get the casual sentences/pairs from train files and test files of semEval2010
Expand All @@ -127,4 +130,4 @@ def main():
if __name__ == "__main__":
main()