changes

HiNER-collapsed.py

@@ -62,9 +62,9 @@ class HiNERCollapsedConfig(datasets.GeneratorBasedBuilder):
 
     _URL = "https://huggingface.co/datasets/cfilt/HiNER-collapsed/resolve/main/data/"
     _URLS = {
-        "train": _URL + "train_clean.conll",
-        "validation": _URL + "validation_clean.conll",
-        "test": _URL + "test_clean.conll"
+        "train": _URL + "train.json",
+        "validation": _URL + "validation.json",
+        "test": _URL + "test.json"
     }
 
     def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
@@ -77,55 +77,54 @@ class HiNERCollapsedConfig(datasets.GeneratorBasedBuilder):
             datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test"]})
         ]
 
-    # def _generate_examples(self, filepath):
-    #     """This function returns the examples in the raw (text) form."""
-    #     logger.info("generating examples from = %s", filepath)
-    #     with open(filepath) as f:
-    #         data = json.load(f)
-    #         for object in data:
-    #             id_ = int(object['id'])
-    #             yield id_, {
-    #                 "id": str(id_),
-    #                 "tokens": object['tokens'],
-    #                 #"pos_tags": object['pos_tags'],
-    #                 "ner_tags": object['ner_tags'],
-    #             }
     def _generate_examples(self, filepath):
+        """This function returns the examples in the raw (text) form."""
         logger.info("⏳ Generating examples from = %s", filepath)
-        with open(filepath, encoding="utf-8") as f:
-            guid = 0
-            tokens = []
-            # pos_tags = []
-            # chunk_tags = []
-            ner_tags = []
-            for line in f:
-                if line.startswith("-DOCSTART-") or line == "" or line == "\n":
-                    if tokens:
-                        yield guid, {
-                            "id": str(guid),
-                            "tokens": tokens,
-                            # "pos_tags": pos_tags,
-                            # "chunk_tags": chunk_tags,
-                            "ner_tags": ner_tags,
-                        }
-                        guid += 1
-                        tokens = []
-                        # pos_tags = []
-                        # chunk_tags = []
-                        ner_tags = []
-                else:
-                    # conll2003 tokens are space separated
-                    print(guid)
-                    splits = line.split("\t")
-                    tokens.append(splits[0].strip())
-                    # pos_tags.append(splits[1])
-                    # chunk_tags.append(splits[2])
-                    ner_tags.append(splits[1].rstrip())
-            # last example
-            yield guid, {
-                "id": str(guid),
-                "tokens": tokens,
-                # "pos_tags": pos_tags,
-                # "chunk_tags": chunk_tags,
-                "ner_tags": ner_tags,
-            }
+        with open(filepath) as f:
+            data = json.load(f)
+            for object in data:
+                id_ = int(object['id'])
+                yield id_, {
+                    "id": str(id_),
+                    "tokens": object['tokens'],
+                    #"pos_tags": object['pos_tags'],
+                    "ner_tags": object['ner_tags'],
+                }
+    # def _generate_examples(self, filepath):
+    #     logger.info("⏳ Generating examples from = %s", filepath)
+    #     with open(filepath, encoding="utf-8") as f:
+    #         guid = 0
+    #         tokens = []
+    #         # pos_tags = []
+    #         # chunk_tags = []
+    #         ner_tags = []
+    #         for line in f:
+    #             if line.startswith("-DOCSTART-") or line == "" or line == "\n":
+    #                 if tokens:
+    #                     yield guid, {
+    #                         "id": str(guid),
+    #                         "tokens": tokens,
+    #                         # "pos_tags": pos_tags,
+    #                         # "chunk_tags": chunk_tags,
+    #                         "ner_tags": ner_tags,
+    #                     }
+    #                     guid += 1
+    #                     tokens = []
+    #                     # pos_tags = []
+    #                     # chunk_tags = []
+    #                     ner_tags = []
+    #             else:
+    #                 # conll2003 tokens are space separated
+    #                 splits = line.split("\t")
+    #                 tokens.append(splits[0].strip())
+    #                 # pos_tags.append(splits[1])
+    #                 # chunk_tags.append(splits[2])
+    #                 ner_tags.append(splits[1].rstrip())
+    #         # last example
+    #         yield guid, {
+    #             "id": str(guid),
+    #             "tokens": tokens,
+    #             # "pos_tags": pos_tags,
+    #             # "chunk_tags": chunk_tags,
+    #             "ner_tags": ner_tags,
+    #         }