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']
+# exclude = ['NotCapableOf', 'NotDesires']
 
 
 def wget(url, cache_dir: str = './cache'):
@@ -32,21 +33,24 @@ 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 = 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_positive.pop('flag')
-    df_positive = df_positive[[i not in exclude for i in df_positive.relation]]
+    #df_positive = df_positive[[i not in exclude for i in df_positive.relation]]
+    df_positive = df_positive[[not i.startswith("Not") for i in df_positive.relation]]
     return df_positive
 
 
 if __name__ == '__main__':
-    test = read_file(wget(urls['test']))
     with open(f'dataset/test.jsonl', 'w') as f:
+        test = read_file(wget(urls['test']))
         f.write("\n".join([json.dumps(i.to_dict()) for _, i in test.iterrows()]))
-    dev1 = read_file(wget(urls['dev1']))
+    
     with open(f'dataset/train.jsonl', 'w') as f:
+        train = read_file(wget(urls['train']))
         f.write("\n".join([json.dumps(i.to_dict()) for _, i in dev1.iterrows()]))
-    dev2 = read_file(wget(urls['dev2']))
+
     with open(f'dataset/valid.jsonl', 'w') as f:
-        f.write("\n".join([json.dumps(i.to_dict()) for _, i in dev2.iterrows()]))
+        dev1 = read_file(wget(urls['dev1']))
+        dev2 = read_file(wget(urls['dev2']))
+        f.write("\n".join([json.dumps(i.to_dict()) for _, i in dev1.iterrows()] + [json.dumps(i.to_dict()) for _, i in dev2.iterrows()]))