Update loading script with hosted data
Browse files- bionlp_st_2019_bb.py +28 -61
bionlp_st_2019_bb.py
CHANGED
@@ -78,46 +78,14 @@ _HOMEPAGE = "https://sites.google.com/view/bb-2019/dataset"
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_LICENSE = 'License information unavailable'
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_URLs = {
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},
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"norm+ner": {
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"train": "https://drive.google.com/uc?export=download&id=1yKxBPMej8EYdVeU4QS1xquFfXM76F-2K",
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"dev": "https://drive.google.com/uc?export=download&id=1Xk7h9bax533QWclO3Ur7aS07OATBF_bG",
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"test": "https://drive.google.com/uc?export=download&id=1Cb5hQIPS3LIeUL-UWdqyWfKB52xUz9cp",
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},
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"rel": {
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"train": "https://drive.google.com/uc?export=download&id=1gnc-ScNpssC3qrA7cVox4Iei7i96sYqC",
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"dev": "https://drive.google.com/uc?export=download&id=1wJM9XOfmvIBcX23t9bzQX5fLZwWQJIwS",
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"test": "https://drive.google.com/uc?export=download&id=1smhKA4LEPK5UJEyBLseq0mBaT9REUevu",
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},
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"rel+ner": {
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"train": "https://drive.google.com/uc?export=download&id=1CPx9NxTPQbygqMtxw3d0hNFajhecqgss",
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"dev": "https://drive.google.com/uc?export=download&id=1lVyCCuAJ5TmmTDz4S0dISBNiWGR745_7",
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"test": "https://drive.google.com/uc?export=download&id=1uE8oY5m-7mSA-W-e6vownnAVV97IwHhA",
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},
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"kb": {
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"train": "https://drive.google.com/uc?export=download&id=1Iuce3T_IArXWBbIJ7RXb_STaPnWKQBN-",
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"dev": "https://drive.google.com/uc?export=download&id=14yON_Tc9dm8esWYDVxL-krw23sgTCcdL",
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"test": "https://drive.google.com/uc?export=download&id=1wVqI_t9mirGUk71BkwkcKJv0VNGyaHDs",
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},
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"kb+ner": {
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"train": "https://drive.google.com/uc?export=download&id=1WMl9eD4OZXq8zkkmHp3hSEvAqaAVui6L",
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"dev": "https://drive.google.com/uc?export=download&id=1oOfOfjIfg1XnesXwaKvSDfqgnchuximG",
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"test": "https://drive.google.com/uc?export=download&id=1_dRbgpGJUBCfF-iN2qOAgOBRvYmE7byW",
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},
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},
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"bigbio_kb": {
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"kb+ner": {
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"train": "https://drive.google.com/uc?export=download&id=1WMl9eD4OZXq8zkkmHp3hSEvAqaAVui6L",
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"dev": "https://drive.google.com/uc?export=download&id=1oOfOfjIfg1XnesXwaKvSDfqgnchuximG",
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"test": "https://drive.google.com/uc?export=download&id=1_dRbgpGJUBCfF-iN2qOAgOBRvYmE7byW",
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},
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},
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}
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_SUPPORTED_TASKS = [
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@@ -282,48 +250,47 @@ class bionlp_st_2019_bb(datasets.GeneratorBasedBuilder):
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def _split_generators(
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self, dl_manager: datasets.DownloadManager
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) -> List[datasets.SplitGenerator]:
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if
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my_urls = _URLs[
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data_files =
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"train": Path(dl_manager.download_and_extract(my_urls["train"]))
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/ f"BioNLP-OST-2019_BB-{version}_train",
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"dev": Path(dl_manager.download_and_extract(my_urls["dev"]))
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/ f"BioNLP-OST-2019_BB-{version}_dev",
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"test": Path(dl_manager.download_and_extract(my_urls["test"]))
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/ f"BioNLP-OST-2019_BB-{version}_test",
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}
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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gen_kwargs={"data_files": data_files["train"]},
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),
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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gen_kwargs={"data_files": data_files["dev"]},
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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gen_kwargs={"data_files": data_files["test"]},
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),
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]
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def _generate_examples(self, data_files: Path):
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if self.config.schema == "source":
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for
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example = self.parse_brat_file(txt_file)
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example["id"] = str(guid)
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yield guid, example
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elif self.config.schema == "bigbio_kb":
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for
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example["id"] = str(guid)
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yield guid, example
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else:
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raise ValueError(f"Invalid config: {self.config.name}")
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_LICENSE = 'License information unavailable'
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_SUBTASKS = ["norm", "norm+ner", "rel", "rel+ner", "kb", "kb+ner"]
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_FILENAMES = ["train", "dev", "test"]
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_URLs = {
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subtask: {
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filename: f"data/{subtask}/BioNLP-OST-2019_BB-{subtask}_{filename}.zip"
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for filename in _FILENAMES
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}
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for subtask in _SUBTASKS
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}
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_SUPPORTED_TASKS = [
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def _split_generators(
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self, dl_manager: datasets.DownloadManager
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) -> List[datasets.SplitGenerator]:
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subtask = self.config.name.split("_")[4]
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if subtask == "bigbio":
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subtask = "kb+ner"
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my_urls = _URLs[subtask]
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data_files = dl_manager.download_and_extract(my_urls)
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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gen_kwargs={"data_files": dl_manager.iter_files(data_files["train"])},
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),
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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gen_kwargs={"data_files": dl_manager.iter_files(data_files["dev"])},
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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gen_kwargs={"data_files": dl_manager.iter_files(data_files["test"])},
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),
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]
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def _generate_examples(self, data_files: Path):
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if self.config.schema == "source":
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guid = 0
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for data_file in data_files:
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txt_file = Path(data_file)
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if txt_file.suffix != ".txt":
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continue
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example = self.parse_brat_file(txt_file)
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example["id"] = str(guid)
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yield guid, example
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guid += 1
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elif self.config.schema == "bigbio_kb":
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guid = 0
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for data_file in data_files:
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txt_file = Path(data_file)
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if txt_file.suffix != ".txt":
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continue
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example = brat_parse_to_bigbio_kb(self.parse_brat_file(txt_file))
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example["id"] = str(guid)
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yield guid, example
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guid += 1
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else:
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raise ValueError(f"Invalid config: {self.config.name}")
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