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Add files using upload-large-folder tool

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  1. OBIMD.py +88 -0
OBIMD.py ADDED
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+ import json
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+ import os
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+ from datasets import DatasetInfo, BuilderConfig, GeneratorBasedBuilder, SplitGenerator, \
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+ Split, Features, Value, Sequence, Image
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+ import zipfile
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+
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+ class OBIMDConfig(BuilderConfig):
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+ def __init__(self, **kwargs):
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+ super().__init__(version="1.0.0", **kwargs)
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+
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+
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+ class OBIMDDataset(GeneratorBasedBuilder):
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+ BUILDER_CONFIGS = [
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+ OBIMDConfig(name="default", description="Oracle bone OBIMD dataset."),
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+ ]
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+
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+ def _info(self):
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+ return DatasetInfo(
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+ description="Paired images of oracle bone rubbings and facsimiles with annotations.",
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+ features=Features({
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+ "Facsimile": Image(),
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+ "Rubbing": Image(),
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+ "RubbingName": Value("string"),
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+ "RecordUtilSentenceGroupVoList": Sequence({
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+ "GroupCategory": Value("string"),
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+ "RecordUtilOracleCharVoList": Sequence({
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+ "Position": Value("string"),
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+ "OrderNumber": Value("int32"),
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+ "SeatFont": Value("int32"),
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+ "Mark": Value("int32"),
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+ "Label": Value("string"),
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+ "SubLabel": Value("string"),
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+ }),
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+ }),
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+ }),
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+ supervised_keys=None,
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+ )
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+
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+ def _split_generators(self, dl_manager):
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+ if os.path.exists(self.base_path):
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+ data_dir = self.base_path
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+ else:
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+ data_dir = dl_manager.download_and_extract(self.config.data_dir or ".")
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+
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+ return [
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+ SplitGenerator(
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+ name=Split.TRAIN,
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+ gen_kwargs={
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+ "filepath": os.path.join(data_dir, "data.json"),
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+ "base_path": data_dir,
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+ },
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+ ),
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+ ]
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+
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+ def _generate_examples(self, filepath, base_path):
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+ with open(filepath, encoding="utf-8") as f:
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+ data = json.load(f)
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+ with zipfile.ZipFile(os.path.join(base_path, "rubbing.zip"), 'r') as rubbing_ref:
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+ with zipfile.ZipFile(os.path.join(base_path, "facsimile.zip"), 'r') as facsimile_ref:
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+ for idx, item in enumerate(data):
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+
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+ with rubbing_ref.open(item["Rubbing"]) as file:
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+ rubbing_content = file.read()
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+ with facsimile_ref.open(item["Facsimile"]) as file:
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+ facsimile_content = file.read()
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+
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+ yield idx, {
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+ "Facsimile": facsimile_content,
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+ "Rubbing": rubbing_content,
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+ "RubbingName": item["RubbingName"],
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+ "RecordUtilSentenceGroupVoList": [
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+ {
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+ "GroupCategory": group["GroupCategory"],
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+ "RecordUtilOracleCharVoList": [
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+ {
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+ "Position": char["Position"],
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+ "OrderNumber": char["OrderNumber"],
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+ "SeatFont": char["SeatFont"],
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+ "Mark": char["Mark"],
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+ "Label": char["Label"],
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+ "SubLabel": char["SubLabel"],
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+ }
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+ for char in group["RecordUtilOracleCharVoList"]
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+ ],
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+ }
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+ for group in item["RecordUtilSentenceGroupVoList"]
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+ ],
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+ }