small edit to imdb loader

DUDE_imdb_loader.py

@@ -36,8 +36,7 @@ from datasets import load_dataset_builder, load_dataset, logging
 
 logger = logging.get_logger(__name__)
 
-import PIL
-PIL.Image.MAX_IMAGE_PIXELS = None #933120000
+PIL_Image.MAX_IMAGE_PIXELS = None #933120000
 
 MAX_PAGES = 50
 MAX_PDF_SIZE = 100000000  # almost 100MB
@@ -53,19 +52,22 @@ def save_json(json_path, data):
         json.dump(data, f)
 
 
-def get_images_pdf2image(document_filepath):
+def get_images_pdf2image(document_filepath, chunksize=10):
     info = pdf2image.pdfinfo_from_path(document_filepath, userpw=None, poppler_path=None)
     maxPages = info["Pages"]
     maxPages = min(maxPages, maxPages)
 
     # logger.info(f"{document_filepath} has {str(maxPages)} pages")
     images = []
-    for page in range(1, maxPages + 1, 10):
-        images.extend(
-            pdf2image.convert_from_path(
-                document_filepath, first_page=page, last_page=min(page + 10 - 1, maxPages)
+    for page in range(1, maxPages + 1, chunksize):
+        try:
+            images.extend(
+                pdf2image.convert_from_path(
+                    document_filepath, first_page=page, last_page=min(page + chunksize - 1, maxPages)
+                )
             )
-        )
+        except Exception as e:
+            logger.warning(f"page: {page} get_images {e}")
     return images
 
 
@@ -76,7 +78,7 @@ def pdf_to_images(document_filepath, converter="PyPDF2"):
             page_image_name = document_filepath.replace("PDF", "images").replace(
                 ".pdf", f"_{page_idx}.jpg"
             )
-            page_image_names.append(page_image_name.replace(page_image_dir, ""))  # without dir
+            page_image_names.append(page_image_name.replace(page_image_dir, page_image_dir.split('/')[-1]))  # without dir
             if not os.path.exists(page_image_name):
                 page_image.convert("RGB").save(page_image_name)
         return page_image_names
@@ -214,7 +216,7 @@ def format_answers(answers_list):
 
 
 def create_imdb_record_from_json(
-    record, documents_metadata, documents_ocr_info, split, include_answers
+    record, documents_metadata, documents_ocr_info, split, include_answers, include_variants=False
 ):
 
     docId = record["docId"].split("_")[0]
@@ -235,6 +237,13 @@ def create_imdb_record_from_json(
     else:
         answers = None
 
+    if include_variants:
+        import pdb; pdb.set_trace()  # breakpoint 03e74e0e //
+        
+
+    #fix if wrongly saved pagenames
+    page_image_names = [split+image_name for image_name in page_image_names if image_name.startswith('/')]
+
     imdb_record = {
         "question_id": record["questionId"],
         "question": record["question"],
@@ -361,10 +370,12 @@ if __name__ == "__main__":
 
             save_json(documents_ocr_filename, documents_ocr_info)
 
-        imdb_filename = f"{split}_imdb.npy"
+        imdb_filename = f"imdb_{split}.npy"
         if os.path.exists(imdb_filename):
             print(f"Loading from disk: {imdb_filename}")
-            imdb = np.load(imdb_filename)
+            imdb = np.load(imdb_filename, allow_pickle=True)
+
+            import pdb; pdb.set_trace()  # breakpoint ff49174b //
 
         else:
             imdb = create_imdb_from_json(
@@ -376,3 +387,4 @@ if __name__ == "__main__":
                 include_answers=True,
             )
             np.save(imdb_filename, imdb)
+            #Missing:  'a7b500f3e0244a50571769aaef4fabc7' a7b500f3e0244a50571769aaef4fabc7