文件
gpt_academic/crazy_functions/rag_fns/arxiv_fns/arxiv_downloader.py
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2024-12-01 17:35:57 +08:00

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Python

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import logging
import tarfile
from pathlib import Path
from typing import Optional, Dict
import requests
class ArxivDownloader:
"""用于下载arXiv论文源码的下载器"""
def __init__(self, root_dir: str = "./papers", proxies: Optional[Dict[str, str]] = None):
"""
初始化下载器
Args:
root_dir: 保存下载文件的根目录
proxies: 代理服务器设置,例如 {"http": "http://proxy:port", "https": "https://proxy:port"}
"""
self.root_dir = Path(root_dir)
self.root_dir.mkdir(exist_ok=True)
self.proxies = proxies
# 配置日志
logging.basicConfig(
level=logging.INFO,
format='%(asctime)s - %(levelname)s - %(message)s'
)
def _download_and_extract(self, arxiv_id: str) -> str:
"""
下载并解压arxiv论文源码
Args:
arxiv_id: arXiv论文ID,例如"2103.00020"
Returns:
str: 解压后的文件目录路径
Raises:
RuntimeError: 当下载失败时抛出
"""
paper_dir = self.root_dir / arxiv_id
tar_path = paper_dir / f"{arxiv_id}.tar.gz"
# 检查缓存
if paper_dir.exists() and any(paper_dir.iterdir()):
logging.info(f"Using cached version for {arxiv_id}")
return str(paper_dir)
paper_dir.mkdir(exist_ok=True)
urls = [
f"https://arxiv.org/src/{arxiv_id}",
f"https://arxiv.org/e-print/{arxiv_id}"
]
for url in urls:
try:
logging.info(f"Downloading from {url}")
response = requests.get(url, proxies=self.proxies)
if response.status_code == 200:
tar_path.write_bytes(response.content)
with tarfile.open(tar_path, 'r:gz') as tar:
tar.extractall(path=paper_dir)
return str(paper_dir)
except Exception as e:
logging.warning(f"Download failed for {url}: {e}")
continue
raise RuntimeError(f"Failed to download paper {arxiv_id}")
def download_paper(self, arxiv_id: str) -> str:
"""
下载指定的arXiv论文
Args:
arxiv_id: arXiv论文ID
Returns:
str: 论文文件所在的目录路径
"""
return self._download_and_extract(arxiv_id)
def main():
"""测试下载功能"""
# 配置代理(如果需要)
proxies = {
"http": "http://your-proxy:port",
"https": "https://your-proxy:port"
}
# 创建下载器实例如果不需要代理,可以不传入proxies参数
downloader = ArxivDownloader(root_dir="./downloaded_papers", proxies=None)
# 测试下载一篇论文这里使用一个示例ID
try:
paper_id = "2103.00020" # 这是一个示例ID
paper_dir = downloader.download_paper(paper_id)
print(f"Successfully downloaded paper to: {paper_dir}")
# 检查下载的文件
paper_path = Path(paper_dir)
if paper_path.exists():
print("Downloaded files:")
for file in paper_path.rglob("*"):
if file.is_file():
print(f"- {file.relative_to(paper_path)}")
except Exception as e:
print(f"Error downloading paper: {e}")
if __name__ == "__main__":
main()