Update DocLayNet-base.py

DocLayNet-base.py

@@ -25,7 +25,7 @@ DocLayNet dataset:
 
 import json
 import os
-import base64
+# import base64
 from PIL import Image
 import datasets
 
@@ -121,7 +121,7 @@ class DocLayNet(datasets.GeneratorBasedBuilder):
                         )
                     ),
                     "image": datasets.features.Image(),
-                    "pdf": datasets.Value("string"),
+                    # "pdf": datasets.Value("string"),
                     "page_hash": datasets.Value("string"), # unique identifier, equal to filename
 				    "original_filename": datasets.Value("string"), # original document filename
 				    "page_no": datasets.Value("int32"), # page number in original document
@@ -193,7 +193,7 @@ class DocLayNet(datasets.GeneratorBasedBuilder):
             logger.info("⏳ Generating examples from = %s", filepath)
             ann_dir = os.path.join(filepath, "annotations")
             img_dir = os.path.join(filepath, "images")
-            pdf_dir = os.path.join(filepath, "pdfs")
+            # pdf_dir = os.path.join(filepath, "pdfs")
         
             for guid, file in enumerate(sorted(os.listdir(ann_dir))):
                 texts = []
@@ -211,12 +211,12 @@ class DocLayNet(datasets.GeneratorBasedBuilder):
                 image_path = image_path.replace("json", "png")
                 image, size = load_image(image_path)
                 
-                # get pdf
-                pdf_path = os.path.join(pdf_dir, file)
-                pdf_path = pdf_path.replace("json", "pdf")
-                with open(pdf_path, "rb") as pdf_file:
-                    pdf_bytes = pdf_file.read()
-                    pdf_encoded_string = base64.b64encode(pdf_bytes)
+                # # get pdf
+                # pdf_path = os.path.join(pdf_dir, file)
+                # pdf_path = pdf_path.replace("json", "pdf")
+                # with open(pdf_path, "rb") as pdf_file:
+                #     pdf_bytes = pdf_file.read()
+                #     pdf_encoded_string = base64.b64encode(pdf_bytes)
 
                 for item in data["form"]:
                     text_example, category_example, bbox_block_example, bbox_line_example = item["text"], item["category"], item["box"], item["box_line"]
@@ -237,4 +237,4 @@ class DocLayNet(datasets.GeneratorBasedBuilder):
                 collection = data["metadata"]["collection"]
                 doc_category = data["metadata"]["doc_category"]
 
-                yield guid, {"id": str(guid), "texts": texts, "bboxes_block": bboxes_block, "bboxes_line": bboxes_line, "categories": categories, "image": image, "pdf": pdf_encoded_string, "page_hash": page_hash, "original_filename": original_filename, "page_no": page_no, "num_pages": num_pages, "original_width": original_width, "original_height": original_height, "coco_width": coco_width, "coco_height": coco_height, "collection": collection, "doc_category": doc_category}
+                yield guid, {"id": str(guid), "texts": texts, "bboxes_block": bboxes_block, "bboxes_line": bboxes_line, "categories": categories, "image": image, "page_hash": page_hash, "original_filename": original_filename, "page_no": page_no, "num_pages": num_pages, "original_width": original_width, "original_height": original_height, "coco_width": coco_width, "coco_height": coco_height, "collection": collection, "doc_category": doc_category}