init

process.py

@@ -7,9 +7,10 @@ import json
 import os
 from glob import glob
 from tqdm import tqdm
+from random import shuffle, seed
 
 os.makedirs('data', exist_ok=True)
-f_writer = open('data/t_rex_clean.jsonl', 'w')
+f_writer = open('data/t_rex.raw.jsonl', 'w')
 for i in tqdm(glob("*.json")):
     with open(i) as f:
         data = json.load(f)
@@ -22,3 +23,15 @@ for i in tqdm(glob("*.json")):
                 continue
             out = {"predicate": p, "object": o, "subject": s, "title": _data["title"], "text": _data["text"]}
             f_writer.write(json.dumps(out) + "\n")
+f_writer.close()
+
+seed(0)
+with open('data/t_rex.raw.jsonl') as f:
+    data = [json.loads(i) for i in f.read().split('\n') if len(i) > 0]
+shuffle(data)
+train = data[:int(len(data) * 0.7)]
+val = data[int(len(data) * 0.7):int(len(data) * 0.85)]
+test = data[int(len(data) * 0.85):]
+for i, j in zip([train, val, test], ['train', 'validation', 'test']):
+    with open(f'data/t_rex.raw.{j}.jsonl', 'w') as f:
+        f.write('\n'.join([json.dumps(l) for l in i]))

t_rex.py

@@ -17,11 +17,11 @@ _CITATION = """
 
 _HOME_PAGE = "https://github.com/asahi417/relbert"
 _URL = f'https://huggingface.co/datasets/relbert/{_NAME}/resolve/main/data'
-_TYPES = ["original"]
+_TYPES = ["raw"]
 _URLS = {i: {
-    str(datasets.Split.TRAIN): [f'{_URL}/{i}.train.jsonl'],
-    str(datasets.Split.VALIDATION): [f'{_URL}/{i}.validation.jsonl'],
-    str(datasets.Split.TEST): [f'{_URL}/{i}.test.jsonl']
+    str(datasets.Split.TRAIN): [f'{_URL}/t_rex.{i}.train.jsonl'],
+    str(datasets.Split.VALIDATION): [f'{_URL}/t_rex.{i}.validation.jsonl'],
+    str(datasets.Split.TEST): [f'{_URL}/t_rex.{i}.test.jsonl']
 } for i in _TYPES}