Update attribute names

funsd.py

@@ -61,7 +61,7 @@ class Funsd(datasets.GeneratorBasedBuilder):
  features=datasets.Features(
  {
  "id": datasets.Value("string"),
- "tokens": datasets.Sequence(datasets.Value("string")),
+ "words": datasets.Sequence(datasets.Value("string")),
  "bboxes": datasets.Sequence(datasets.Sequence(datasets.Value("int64"))),
  "ner_tags": datasets.Sequence(
  datasets.features.ClassLabel(
@@ -93,7 +93,7 @@ class Funsd(datasets.GeneratorBasedBuilder):
  ann_dir = os.path.join(filepath, "annotations")
  img_dir = os.path.join(filepath, "images")
  for guid, file in enumerate(sorted(os.listdir(ann_dir))):
- tokens = []
+ words = []
  bboxes = []
  ner_tags = []
  file_path = os.path.join(ann_dir, file)
@@ -103,21 +103,21 @@ class Funsd(datasets.GeneratorBasedBuilder):
  image_path = image_path.replace("json", "png")
  image, size = load_image(image_path)
  for item in data["form"]:
- words, label = item["words"], item["label"]
- words = [w for w in words if w["text"].strip() != ""]
- if len(words) == 0:
+ words_example, label = item["words"], item["label"]
+ words_example = [w for w in words_example if w["text"].strip() != ""]
+ if len(words_example) == 0:
  continue
  if label == "other":
- for w in words:
- tokens.append(w["text"])
+ for w in words_example:
+ words.append(w["text"])
  ner_tags.append("O")
  bboxes.append(normalize_bbox(w["box"], size))
  else:
- tokens.append(words[0]["text"])
+ words.append(words_example[0]["text"])
  ner_tags.append("B-" + label.upper())
- bboxes.append(normalize_bbox(words[0]["box"], size))
- for w in words[1:]:
- tokens.append(w["text"])
+ bboxes.append(normalize_bbox(words_example[0]["box"], size))
+ for w in words_example[1:]:
+ words.append(w["text"])
  ner_tags.append("I-" + label.upper())
  bboxes.append(normalize_bbox(w["box"], size))
- yield guid, {"id": str(guid), "tokens": tokens, "bboxes": bboxes, "ner_tags": ner_tags, "image_path": image_path}
+ yield guid, {"id": str(guid), "words": words, "bboxes": bboxes, "ner_tags": ner_tags, "image_path": image_path}