Builder script

KHATT.py

@@ -39,19 +39,17 @@ ILSVRC 2012, commonly known as 'ImageNet' is an image dataset organized accordin
 
 _DATA_URL = {
     "train": [
-        "https://huggingface.co/datasets/benhachem/KHATT/resolve/main/data/Train.zip"
+        "https://huggingface.co/datasets/benhachem/KHATT/resolve/main/data/Training.zip"
     ],
     "val": [
         "https://huggingface.co/datasets/benhachem/KHATT/resolve/main/data/Validation.zip"
     ],
-    "test": [
-        "https://huggingface.co/datasets/benhachem/KHATT/resolve/main/data/Test.zip"
-    ],
+
 }
 
 
 class KHATT(datasets.GeneratorBasedBuilder):
-    VERSION = datasets.Version("1.0.0")
+    VERSION = datasets.Version("1.0")
 
     def _info(self):
         return datasets.DatasetInfo(
@@ -85,33 +83,24 @@ class KHATT(datasets.GeneratorBasedBuilder):
                     "split": "validation",
                 },
             ),
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                gen_kwargs={
-                    "archives": [dl_manager.iter_archive(archive) for archive in archives["test"]],
-                    "split": "test",
-                },
-            ),
         ]
 
     def _generate_examples(self, archives, split):
         """Yields examples."""
-        from datasets.utils.download_manager import DownloadManager
-
-        dl_manager = DownloadManager()
         idx = 0
-        path_labels, _ = dl_manager.dowbload('https://huggingface.co/datasets/benhachem/KHATT/resolve/main/Images_text_excel.xlsx')
-        texts = pd.read_excel(path_labels)
-
-        for archive in archives[:-1]:
+        for archive in archives:
             for path, file in archive:
                 if path.endswith(".TIF"):
                     if split != "test":
                         # image filepath format: <FormNo>_<ParagraphNo>_<LineNo>.TIF
                         root, _ = os.path.splitext(path)
-                        form_no, line_no, para_no = os.path.basename(root).rsplit("_")
-                        text = texts['Content'][(texts.FormNo.str.contains(form_no))&(texts['Line Number'] == line_no)&(texts['Paragraph '] == para_no)]
-                        
+                        txt_path = root + ".txt"
+
+                        # txt_path  = path[:-4] + ".txt"
+
+                        with open(txt_path, 'r', encoding='utf-8'):
+                            text = txt_path.read()
+                            
                     else:
                         text = ""