Update Tuberculosis_Dataset.py

Tuberculosis_Dataset.py

@@ -1,6 +1,7 @@
 from datasets import DatasetBuilder, DownloadManager, DatasetInfo, Array3D, BuilderConfig, SplitGenerator, Version, Split
 from datasets.features import Features, Value, Sequence
 import pandas as pd
+import datasets
 import json
 import zipfile
 from PIL import Image
@@ -17,20 +18,20 @@ Nievas Offidani, M. and Delrieux, C. (2023) “The MultiCaRe Dataset: A Multimod
 class TuberculosisDataset(DatasetBuilder):
     # Define dataset's name
     BUILDER_CONFIGS = [
-        BuilderConfig(name="tuberculosis_dataset", version=Version("1.0.0"))
+        BuilderConfig(name="tuberculosis_dataset", version=datasets.Version("1.0.0"))
     ]
 
     def _info(self):
         return DatasetInfo(
             description = _DESCRIPTION,
             features=Features({
-                "case_id": Value("string"),
-                "gender": Value("string"),
-                "age": Value("int8"),
-                "case_text": Value("string"),
-                "keywords": Value("string"),
-                "image_arrays": Sequence(Value("uint8")),
-                "caption": Value("string"),
+                "case_id": datasets.Value("string"),
+                "gender": datasets.Value("string"),
+                "age": datasets.Value("int8"),
+                "case_text": datasets.Value("string"),
+                "keywords": datasets.Value("string"),
+                "image_arrays": datasets.Sequence(Value("uint8")),
+                "caption": datasets.Value("string"),
             }),
             supervised_keys = None,
             homepage = "https://zenodo.org/api/records/10079370/files-archive",
@@ -38,22 +39,20 @@ class TuberculosisDataset(DatasetBuilder):
         )
 
     def _split_generators(self, dl_manager: DownloadManager):
-        cases_csv = "https://raw.githubusercontent.com/zhankai-ye/tuberculosis_dataset/main/cases.csv",
-        keywords_json = "https://raw.githubusercontent.com/zhankai-ye/tuberculosis_dataset/main/article_metadata.json",
-        caption_json = "https://raw.githubusercontent.com/zhankai-ye/tuberculosis_dataset/main/image_metadata.json",
-        image_filenames_json = "https://raw.githubusercontent.com/zhankai-ye/tuberculosis_dataset/main/image_filenames.json",
-        images_zip = "https://github.com/zhankai-ye/tuberculosis_dataset/raw/main/images/PMC.zip",
-
-        return {
-            "all_data": self._generate_examples(
-                cases_csv=dl_manager.download(cases_csv),
-                keywords_json=dl_manager.download(keywords_json),
-                caption_json=dl_manager.download(caption_json),
-                image_filenames_json=dl_manager.download(image_filenames_json),
-                images_zip=dl_manager.download_and_extract(images_zip)
-            )
+        urls = {
+            "cases_csv": "https://raw.githubusercontent.com/zhankai-ye/tuberculosis_dataset/main/cases.csv",
+            "keywords_json": "https://raw.githubusercontent.com/zhankai-ye/tuberculosis_dataset/main/article_metadata.json",
+            "caption_json": "https://raw.githubusercontent.com/zhankai-ye/tuberculosis_dataset/main/image_metadata.json",
+            "image_filenames_json": "https://raw.githubusercontent.com/zhankai-ye/tuberculosis_dataset/main/image_filenames.json",
+            "images_zip": "https://github.com/zhankai-ye/tuberculosis_dataset/raw/main/images/PMC.zip",
         }
 
+        downloaded_files = dl_manager.download_and_extract(urls)
+
+        return [
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs=downloaded_files),
+        ]
+
     def _generate_examples(self, cases_csv, keywords_json, caption_json, image_filenames_json, images_zip):
         # Load data
         cases_df = pd.read_csv(cases_csv)