Delete bird/data_clean.py
Browse files- bird/data_clean.py +0 -58
bird/data_clean.py
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from core.data_manage import load_dataset, save_dataset
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from pathlib import Path
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import shutil
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import os
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def pre():
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base_dir = r"F:\benchmark\bird\dev"
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save_dir = r"D:\ScientificResearch\Text2Sql\QueryFlow\benchmarks\bird\dev"
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table_data = load_dataset(rf"{base_dir}\dev_tables.json")
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db_info = []
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for row in table_data:
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db_size = len(row['column_names_original']) - 1
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row['db_size'] = db_size
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row['db_type'] = "sqlite"
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db_info.append({
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"db_id": row['db_id'],
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"count": db_size
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})
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save_dataset(table_data, new_data_source=rf"{save_dir}\schema.json")
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dataset = load_dataset(rf"{base_dir}\dev.json")
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temp_dataset = []
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for row in dataset:
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try:
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data_ = {
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"instance_id": row['question_id'],
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"db_id": row['db_id'],
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"question": row['question'],
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"db_type": "sqlite",
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"db_size": [db_['count'] for db_ in db_info if db_["db_id"] == row['db_id']][0],
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"query": row["SQL"],
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"evidence": row["evidence"],
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"difficulty": row["difficulty"]
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}
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temp_dataset.append(data_)
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except Exception as e:
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print(f"第 {row['instance_id']} 个样本保存出错,错误信息为:{e}")
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save_dataset(temp_dataset, new_data_source=rf"{save_dir}\dataset.json")
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database_dir = Path(base_dir) / "dev_databases"
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db_id_lis = [f.name for f in database_dir.iterdir() if f.is_dir()]
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save_dir = Path(save_dir) / "database"
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save_dir.mkdir(exist_ok=True)
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for db_id in db_id_lis:
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old_path = database_dir / db_id / f"{db_id}.sqlite"
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dst_path = os.path.join(str(save_dir), old_path.name)
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# 移动文件
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shutil.move(str(old_path), dst_path)
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if __name__ == "__main__":
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pre()
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