changed_loader

.gitattributes

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AmericanStories.py

@@ -10,7 +10,7 @@ _DESCRIPTION = """\
 American Stories offers high-quality structured data from historical newspapers suitable for pre-training large language models to enhance the understanding of historical English and world knowledge. It can also be integrated into external databases of retrieval-augmented language models, enabling broader access to historical information, including interpretations of political events and intricate details about people's ancestors. Additionally, the structured article texts facilitate the application of transformer-based methods for popular tasks like detecting reproduced content, significantly improving accuracy compared to traditional OCR methods. American Stories serves as a substantial and valuable dataset for advancing multimodal layout analysis models and other multimodal applications.
 """
 
-class YourDatasetName(DatasetBuilder):
+class AmericanStories(DatasetBuilder):
     VERSION = "0.0.1"
 
     BUILDER_CONFIGS = [
@@ -33,9 +33,17 @@ class YourDatasetName(DatasetBuilder):
             citation=_CITATION,
         )
 
-    def _split_generators(self, dl_manager: DownloadManager) -> List[datasets.SplitGenerator]:
-        # No explicit splits defined
-        return []
+    def _split_generators(self, dl_manager):
+        data_files = [
+            os.path.join(self.data_dir, filename)
+            for filename in os.listdir(self.data_dir)
+            if filename.endswith(".tar.gz")
+        ]
+        
+        return [
+            self._generate_examples(data_file)
+            for data_file in data_files
+        ]
 
     def _generate_examples(self, filepath: str) -> Iterator[datasets.Example]:
         with tarfile.open(filepath, "r:gz") as tar: