Update DocLayNet-large.py

DocLayNet-large.py

@@ -25,7 +25,7 @@ DocLayNet dataset:
 
 import json
 import os
-import base64
+# import base64
 from PIL import Image
 import datasets
 
@@ -127,7 +127,7 @@ 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
@@ -209,9 +209,10 @@ class DocLayNet(datasets.GeneratorBasedBuilder):
             logger.info("⏳ Generating examples from = %s", filepath)
             ann_dirs = [os.path.join(filepath_0, "annotations"), os.path.join(filepath_1, "annotations"), os.path.join(filepath_2, "annotations"), os.path.join(filepath_3, "annotations")]
             img_dirs = [os.path.join(filepath_0, "images"), os.path.join(filepath_1, "images"), os.path.join(filepath_2, "images"), os.path.join(filepath_3, "images")]
-            pdf_dirs = [os.path.join(filepath_0, "pdfs"), os.path.join(filepath_1, "pdfs"), os.path.join(filepath_2, "pdfs"), os.path.join(filepath_3, "pdfs")]
+            # pdf_dirs = [os.path.join(filepath_0, "pdfs"), os.path.join(filepath_1, "pdfs"), os.path.join(filepath_2, "pdfs"), os.path.join(filepath_3, "pdfs")]
 
-            for ann_dir, img_dir, pdf_dir in zip(ann_dirs, img_dirs, pdf_dirs):
+            # for ann_dir, img_dir, pdf_dir in zip(ann_dirs, img_dirs, pdf_dirs):
+            for ann_dir, img_dir in zip(ann_dirs, img_dirs):
                 
                 ann_listdir = os.listdir(ann_dir)
         
@@ -231,12 +232,12 @@ 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"]
@@ -257,4 +258,4 @@ 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}