cahnges

HiNER-collapsed.py

@@ -8,6 +8,7 @@ logger = datasets.logging.get_logger(__name__)
 
 
 _CITATION = """
+XX
 """
 
 _DESCRIPTION = """
@@ -55,15 +56,15 @@ class HiNERCollapsedConfig(datasets.GeneratorBasedBuilder):
                 }
             ),
             supervised_keys=None,
-            homepage="",
+            homepage="YY",
             citation=_CITATION,
         )
 
     _URL = "https://huggingface.co/datasets/cfilt/HiNER-collapsed/raw/main/data/"
     _URLS = {
-        "train": _URL + "train_clean.json",
-        "validation": _URL + "validation_clean.json",
-        "test": _URL + "test_clean.json"
+        "train": _URL + "train_clean.conll",
+        "validation": _URL + "validation_clean.conll",
+        "test": _URL + "test_clean.conll"
     }
 
     def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
@@ -76,16 +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) 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'],
-                }
+        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].strip())
+            # last example
+            yield guid, {
+                "id": str(guid),
+                "tokens": tokens,
+                # "pos_tags": pos_tags,
+                # "chunk_tags": chunk_tags,
+                "ner_tags": ner_tags,
+            }

data/test.conll

@@ -0,0 +1,3 @@
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+oid sha256:9032a2af825659f30e7c0fb8696b259a8a353c6ec535b5947e8c9c80332bb3e0
+size 8537851

data/test_clean.conll

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+oid sha256:9032a2af825659f30e7c0fb8696b259a8a353c6ec535b5947e8c9c80332bb3e0
+size 8537851

data/train.conll

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+oid sha256:23975e1e2433c293dba97d163b8995428e9eeb6bba52f9ab057a72c5ac81c5b5
+size 23631586

data/train_clean.conll

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+oid sha256:23975e1e2433c293dba97d163b8995428e9eeb6bba52f9ab057a72c5ac81c5b5
+size 23631586

data/validation.conll

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+oid sha256:25cbf8c6361473786545348bf1a2832747f1d0da1e159c860a5fc130dc6bf4ec
+size 2911669

data/validation_clean.conll

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+size 2911669