format script, rename classes

cdip-annotations-formnet.py

@@ -1,36 +1,33 @@
 import json
 import os
 from pathlib import Path
-
 from PIL import Image
-
 import datasets
 
 logger = datasets.logging.get_logger(__name__)
+
+
+"""
+- o.a/o.a.f/0011656044-53.layout.json file has been deleted because it was empty
+
+"""
+
 def load_json(json_path):
     with open(json_path, "r") as f:
         data = json.load(f)
     return data
 
 
-
-_CITATION = """\
-@article{Jaume2019FUNSDAD,
-  title={FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents},
-  author={Guillaume Jaume and H. K. Ekenel and J. Thiran},
-  journal={2019 International Conference on Document Analysis and Recognition Workshops (ICDARW)},
-  year={2019},
-  volume={2},
-  pages={1-6}
+_CITATION = """
 }
 """
 
 _DESCRIPTION = """\
-https://guillaumejaume.github.io/FUNSD/
+https://zenodo.org/record/6540454
 """
 
 
-class CDIPOcrConfig(datasets.BuilderConfig):
+class CDIPAnnotationsConfig(datasets.BuilderConfig):
     """BuilderConfig for FUNSD"""
 
     def __init__(self, **kwargs):
@@ -38,14 +35,18 @@ class CDIPOcrConfig(datasets.BuilderConfig):
         Args:
           **kwargs: keyword arguments forwarded to super.
         """
-        super(CDIPOcrConfig, self).__init__(**kwargs)
+        super(CDIPAnnotationsConfig, self).__init__(**kwargs)
 
 
-class CDIPOcr(datasets.GeneratorBasedBuilder):
+class CDIPAnnotations(datasets.GeneratorBasedBuilder):
     """Conll2003 dataset."""
 
     BUILDER_CONFIGS = [
-        CDIPOcrConfig(name="CDIP_OCR", version=datasets.Version("1.0.0"), description="CDIP OCR"),
+        CDIPAnnotationsConfig(
+            name="cdip-annotations",
+            version=datasets.Version("1.0.0"),
+            description="CDIP Annotations",
+        ),
     ]
 
     def _info(self):
@@ -55,7 +56,9 @@ class CDIPOcr(datasets.GeneratorBasedBuilder):
                 {
                     "id": datasets.Value("string"),
                     "words": datasets.Sequence(datasets.Value("string")),
-                    "bboxes": datasets.Sequence(datasets.Sequence(datasets.Value("int64"))),
+                    "bboxes": datasets.Sequence(
+                        datasets.Sequence(datasets.Value("int64"))
+                    ),
                 }
             ),
         )
@@ -65,7 +68,10 @@ class CDIPOcr(datasets.GeneratorBasedBuilder):
         # downloaded_file = dl_manager.download_and_extract("https://guillaumejaume.github.io/FUNSD/dataset.zip")
         return [
             datasets.SplitGenerator(
-                name=datasets.Split.TRAIN, gen_kwargs={"annot_root": f"/home/jinho/datasets/IIT-CDIP-annotations"}
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "annot_root": f"/home/jinho/datasets/IIT-CDIP-annotations"
+                },
             ),
         ]
 
@@ -73,22 +79,12 @@ class CDIPOcr(datasets.GeneratorBasedBuilder):
         logger.info("⏳ Generating examples from = %s", annot_root)
 
         cnt = 0
-        start_from = 'o.a.f'
-        start_flag = False
-        for subfolder in sorted(list(os.listdir(annot_root))):  # b.a, b.b
+        for subfolder in sorted(list(os.listdir(annot_root)))[:1]:  # b.a, b.b
             subfolder_path = os.path.join(annot_root, subfolder)
             logger.info(f"{subfolder = }")
 
-            for json_folder in os.listdir(subfolder_path):  # b.a.p, b.a.c
+            for json_folder in os.listdir(subfolder_path)[:2]:  # b.a.p, b.a.c
                 json_folder_path = os.path.join(subfolder_path, json_folder)
-
-
-                if not start_flag:
-                    if start_from != json_folder:
-                        continue
-                    else:
-                        start_flag = True
-
                 json_paths = list(Path(json_folder_path).glob("**/*.json"))
                 logger.info(f"{json_folder, len(json_paths) = }")
 
@@ -106,4 +102,8 @@ class CDIPOcr(datasets.GeneratorBasedBuilder):
                                 bboxes.extend(line_bboxes)
                     cnt += 1
 
-                    yield cnt, {"id": str(json_path.name), "words": words, "bboxes": bboxes }
+                    yield cnt, {
+                        "id": str(json_path.name),
+                        "words": words,
+                        "bboxes": bboxes,
+                    }