Update CMB.py
Browse files
CMB.py
CHANGED
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@@ -67,10 +67,10 @@ class CMB(datasets.GeneratorBasedBuilder):
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BUILDER_CONFIGS = [
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CMBConfig(
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name="
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description=textwrap.dedent(
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"""\
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-
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),
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features=datasets.Features(
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{
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@@ -96,39 +96,10 @@ class CMB(datasets.GeneratorBasedBuilder):
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url="https://github.com/FreedomIntelligence/CMB",
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),
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CMBConfig(
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name="
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description=textwrap.dedent(
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"""\
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."""
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),
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features=datasets.Features(
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{
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"id": datasets.Value("string"),
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"exam_type": datasets.Value("string"),
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"exam_class": datasets.Value("string"),
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"exam_subject": datasets.Value("string"),
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"question": datasets.Value("string"),
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"question_type": datasets.Value("string"),
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"option": datasets.Value("string"),
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"answer": datasets.Value("string")
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}
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),
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data_url=_DATASETS_FILE,
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data_dir="CMB-test-exampaper",
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citation=textwrap.dedent(
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"""\
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}"""
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),
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url="https://github.com/FreedomIntelligence/CMB",
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),
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CMBConfig(
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name="qa",
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description=textwrap.dedent(
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"""\
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QA 格式的考题
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"""
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),
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features=datasets.Features(
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@@ -163,7 +134,7 @@ class CMB(datasets.GeneratorBasedBuilder):
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)
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def _split_generators(self, dl_manager):
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if self.config.name == "
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data_file = dl_manager.extract(self.config.data_url)
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main_data_dir = os.path.join(data_file, self.config.data_dir)
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@@ -193,22 +164,7 @@ class CMB(datasets.GeneratorBasedBuilder):
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)
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]
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if self.config.name == "
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data_file = dl_manager.extract(self.config.data_url)
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main_data_dir = os.path.join(data_file, self.config.data_dir)
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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gen_kwargs={
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"data_file": os.path.join(main_data_dir, 'CMB-test-exampaper-merge.json'),
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"split": "test",
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},
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)
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]
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if self.config.name == "qa":
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data_file = dl_manager.extract(self.config.data_url)
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main_data_dir = os.path.join(data_file, self.config.data_dir)
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return [
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@@ -226,7 +182,7 @@ class CMB(datasets.GeneratorBasedBuilder):
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def _generate_examples(self, data_file, split, mrpc_files=None):
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if self.config.name == '
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examples = json.loads(io.open(data_file, 'r').read())
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@@ -237,16 +193,7 @@ class CMB(datasets.GeneratorBasedBuilder):
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vals['id'] = vals.get('id',idx)
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yield idx, vals
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if self.config.name == '
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examples = json.loads(io.open(data_file, 'r').read())
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for idx in range(len(examples)):
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vals = examples[idx]
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vals['answer'] = vals.get('answer','')
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vals['id'] = vals.get('id',idx)
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yield idx, vals
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if self.config.name == 'qa':
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examples = json.loads(io.open(data_file, 'r').read())
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for idx in range(len(examples)):
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vals = examples[idx]
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@@ -258,7 +205,7 @@ class CMB(datasets.GeneratorBasedBuilder):
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if __name__ == '__main__':
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from datasets import load_dataset
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dataset = load_dataset('CMB.py', '
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# dataset = load_dataset('CMB.py', '
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print()
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BUILDER_CONFIGS = [
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CMBConfig(
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name="exam",
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description=textwrap.dedent(
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"""\
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全方位多层次注入和测评模型医疗知识,包含 train val test 三个组成部分."""
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),
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features=datasets.Features(
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{
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url="https://github.com/FreedomIntelligence/CMB",
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),
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CMBConfig(
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name="clin",
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description=textwrap.dedent(
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"""\
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测评复杂临床问诊能力
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"""
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),
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features=datasets.Features(
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)
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def _split_generators(self, dl_manager):
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if self.config.name == "exam":
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data_file = dl_manager.extract(self.config.data_url)
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main_data_dir = os.path.join(data_file, self.config.data_dir)
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)
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]
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if self.config.name == "clin":
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data_file = dl_manager.extract(self.config.data_url)
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main_data_dir = os.path.join(data_file, self.config.data_dir)
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return [
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def _generate_examples(self, data_file, split, mrpc_files=None):
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if self.config.name == 'exam':
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examples = json.loads(io.open(data_file, 'r').read())
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vals['id'] = vals.get('id',idx)
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yield idx, vals
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if self.config.name == 'clin':
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examples = json.loads(io.open(data_file, 'r').read())
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for idx in range(len(examples)):
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vals = examples[idx]
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if __name__ == '__main__':
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from datasets import load_dataset
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dataset = load_dataset('CMB.py', 'exam')
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# dataset = load_dataset('CMB.py', 'clin')
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print()
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