modify how to import

ner-wikinews-dataset.py

@@ -1,9 +1,7 @@
 import json
 from typing import Generator
 
-from datasets import (BuilderConfig, DatasetInfo, DownloadManager, Features,
-                      GeneratorBasedBuilder, Sequence, Split, SplitGenerator,
-                      Value, Version)
+import datasets
 
 _CITATION = ""
 _DESCRIPTION = "This is a dataset of Wikinews articles manually labeled with the named entity label."
@@ -12,27 +10,21 @@ _LICENSE = "This work is licensed under CC BY 2.5"
 _URL = "https://huggingface.co/datasets/llm-book/ner-wikinews-dataset/raw/main/annotated_wikinews.json"
 
 
-class NerWikinewsDataset(GeneratorBasedBuilder):
-    BUILDER_CONFIGS = [
-        BuilderConfig(
-            name="new-wikinews-dataset",
-            version=Version("1.0.0"),
-            description=_DESCRIPTION,
-        ),
-    ]
-
+class NerWikinewsDataset(datasets.GeneratorBasedBuilder):
     def _info(self):
-        return DatasetInfo(
+        return datasets.DatasetInfo(
             description=_DESCRIPTION,
-            features=Features(
+            features=datasets.Features(
                 {
-                    "curid": Value("string"),
-                    "text": Value("string"),
+                    "curid": datasets.Value("string"),
+                    "text": datasets.Value("string"),
                     "entities": [
                         {
-                            "name": Value("string"),
-                            "span": Sequence(Value("int64"), length=2),
-                            "type": Value("string"),
+                            "name": datasets.Value("string"),
+                            "span": datasets.Sequence(
+                                datasets.Value("int64"), length=2
+                            ),
+                            "type": datasets.Value("string"),
                         }
                     ],
                 }
@@ -74,15 +66,15 @@ class NerWikinewsDataset(GeneratorBasedBuilder):
         return outputs
 
     def _split_generators(
-        self, dl_manager: DownloadManager
-    ) -> list[SplitGenerator]:
+        self, dl_manager: datasets.DownloadManager
+    ) -> list[datasets.SplitGenerator]:
         data_file = dl_manager.download_and_extract(_URL)
         with open(data_file, "r", encoding="utf-8") as f:
             data = json.load(f)
         data = self._convert_data_format(data)
         return [
-            SplitGenerator(
-                name=Split.TEST,
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
                 gen_kwargs={"data": data},
             ),
         ]