Update process.py

process.py

@@ -8,9 +8,10 @@ import pandas as pd
 urls = {
     'dev1': 'https://home.ttic.edu/~kgimpel/comsense_resources/dev1.txt.gz',
     'dev2': 'https://home.ttic.edu/~kgimpel/comsense_resources/dev2.txt.gz',
-    'test': 'https://home.ttic.edu/~kgimpel/comsense_resources/test.txt.gz'
+    'test': 'https://home.ttic.edu/~kgimpel/comsense_resources/test.txt.gz',
+    'train': "https://home.ttic.edu/~kgimpel/comsense_resources/train600k.txt.gz"
 }
-exclude = ['NotCapableOf', 'NotDesires']
+os.makedirs("dataset", exist_ok=True)
 
 
 def wget(url, cache_dir: str = './cache'):
@@ -32,10 +33,10 @@ def wget(url, cache_dir: str = './cache'):
 
 def read_file(file_name):
     with open(file_name) as f_reader:
-        df = pd.DataFrame([i.split('\t') for i in f_reader.read().split('\n') if len(i) > 0],
-                          columns=['relation', 'head', 'tail', 'flag'])
-    df_positive = df[df['flag'] == '1']
-    df_negative = df[df['flag'] == '0']
+        df = pd.DataFrame([i.split('\t') for i in f_reader.read().split('\n') if len(i) > 0], columns=['relation', 'head', 'tail', 'flag'])
+    df = df[[not i.startswith("Not") for i in df.relation]]
+    df_positive = df[df['flag'] != '0']
+    df_negative = df[df['flag'] == '0']    
     df_positive.pop('flag')
     df_negative.pop('flag')
     return df_positive, df_negative
@@ -45,6 +46,7 @@ if __name__ == '__main__':
     test_p, test_n = read_file(wget(urls['test']))
     dev1_p, dev1_n = read_file(wget(urls['dev1']))
     dev2_p, dev2_n = read_file(wget(urls['dev2']))
+    train_p, _ = read_file(wget(urls['train']))
 
     with open(f'dataset/test.jsonl', 'w') as f:
         for relation, df_p in test_p.groupby('relation'):