Update process.py

process.py

@@ -74,15 +74,14 @@ 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"[raw dataset]: {len(data)}")
+print(f"[raw dataset]: {len(data)} triples, {len(set([i['predicate'] for i in data]))} predicates")
 data = [i for i in data if filtering(i)]
 df = pd.DataFrame(data)
 df = df.drop_duplicates()
-print(f"[entity only] : {len(df)}")
+print(f"[entity only] : {len(df)} triples, {len(df['predicate'].unique())} predicates")
 count = df.groupby("predicate")['title'].count()
 df = df[[count[p] >= 3 for p in df['predicate']]]
-print(f"[remove rare predicate] : {len(df)}")
-# print(f"[entity]: {len(set(df['object'].unique().tolist() + df['subject'].unique().tolist()))}")
+print(f"[remove rare predicate] : {len(df)} triples, {len(df['predicate'].unique())} predicates")
 
 with open(f"data/t_rex.filter.jsonl", 'w') as f:
     f.write('\n'.join([json.dumps(i.to_dict()) for _, i in df.iterrows()]))