Update xor-tydi.py

xor-tydi.py

@@ -121,14 +121,31 @@ class XORTyDi(datasets.GeneratorBasedBuilder):
             positive_ctxs = data["positive_ctxs"]
             hard_negative_ctxs = data["hard_negative_ctxs"]
             # each ctx: {'title':... , 'text': ....}
-            
+
+            def process_ctx(ctxs, tag):
+                # assert len(doc["text"]) == 1
+                for doc in ctxs:
+                    if isinstance(doc["text"], list):
+                        assert len(doc["text"]) == 1
+                    else:
+                        assert isinstance(doc["text"], str)
+
+                return [
+                    {
+                        "title": doc["title"],
+                        "text": doc["text"][0] if isinstance(doc["text"], list) else doc["text"],
+                        'docid': f'{tag}-{i}-{random.randint(*RANGE)}'
+                    } for i, doc in enumerate(ctxs)
+                ]
+
             _id = f"{_id}-{random.randint(*RANGE)}"
+            # import pdb; pdb.set_trace()
             return _id, {
                 "query_id": _id,
                 "query": data["question"],
                 "answers": data.get("answers", []),
-                "positive_passages": [{**doc, 'docid': f'pos-{i}-{random.randint(*RANGE)}'} for i, doc in enumerate(positive_ctxs)],
-                "negative_passages": [{**doc, 'docid': f'neg-{i}-{random.randint(*RANGE)}'} for i, doc in enumerate(hard_negative_ctxs)],
+                "positive_passages": process_ctx(positive_ctxs, "pos"),
+                "negative_passages": process_ctx(hard_negative_ctxs, "neg"),
             }
 
         def process_dev_test_entry(data):
@@ -142,16 +159,18 @@ class XORTyDi(datasets.GeneratorBasedBuilder):
 
         assert len(files) == 1
         filepath = files[0]
-        if filepath.endswith(".jsonl"):
+        try:
+            with open(filepath, encoding="utf-8") as f:
+                all_data = json.load(f)
+                for i, data in enumerate(all_data):
+                    yield process_train_entry(data, i)
+
+        # if filepath.endswith(".jsonl"): <-- doesn't work
+        except Exception as e:
             with open(filepath, encoding="utf-8") as f:
                 for line in f:
                     data = json.loads(line)
 
                     if "id" in data and "query_id" not in data:
                         yield process_dev_test_entry(data)
-        else:
-            with open(filepath, encoding="utf-8") as f:
-                all_data = json.load(f)
-                for i, data in enumerate(all_data):
-                    yield process_train_entry(data, i)
-    
+