Update process.py

process.py

@@ -74,16 +74,15 @@ def filtering(entry):
 
 with open(f"data/t_rex.raw.jsonl") as f:
     data = [json.loads(i) for i in f.read().split('\n') if len(i) > 0]
-print(f"[before]: {len(data)}")
+print(f"[raw dataset]: {len(data)}")
 data = [i for i in data if filtering(i)]
 df = pd.DataFrame(data)
+df = df.drop_duplicates()
+print(f"[entity only] : {len(df)}")
 count = df.groupby("predicate")['title'].count()
 df = df[[count[p] >= 3 for p in df['predicate']]]
-df = df.drop_duplicates()
-print(f"[after] : {len(df)}")
-print(f"[entity]: {len(set(df['object'].unique().tolist() + df['subject'].unique().tolist()))}")
-_df = df[['object', 'subject']]
-data = [i.to_dict() for _, i in df.iterrows()]
+print(f"[remove rare predicate] : {len(df)}")
+# print(f"[entity]: {len(set(df['object'].unique().tolist() + df['subject'].unique().tolist()))}")
 
 with open(f"data/t_rex.filter.jsonl", 'w') as f:
-    f.write('\n'.join([json.dumps(i) for i in data]))
+    f.write('\n'.join([json.dumps(i.to_dict()) for _, i in df.iterrows()]))