Created
March 14, 2022 04:51
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Given a HuggingFace model card link like this: "https://huggingface.co/bert-base-uncased/tree/main", download all files in the list, using python asyncio.
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import os | |
import sys | |
import requests | |
import asyncio | |
import aiohttp | |
import aiofile | |
from bs4 import BeautifulSoup | |
HOST = "https://huggingface.co" | |
def get_file_url_list(source_url): | |
headers = { | |
'Access-Control-Allow-Origin': '*', | |
'Access-Control-Allow-Methods': 'GET', | |
'Access-Control-Allow-Headers': 'Content-Type', | |
'Access-Control-Max-Age': '3600', | |
'User-Agent': 'Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:52.0) Gecko/20100101 Firefox/52.0' | |
} | |
req = requests.get(source_url, headers) | |
soup = BeautifulSoup(req.content, 'html.parser') | |
all_links = soup.find_all("a", class_="col-span-4 md:col-span-2 text-right truncate leading-6 font-mono text-gray-400 text-xs xl:pr-10") | |
file_url_list = [] | |
for l in all_links: | |
url = f"{HOST}{l.get('href')}" | |
file_url_list.append(url) | |
return file_url_list | |
def save_files(file_url_list, target_folder): | |
os.makedirs(target_folder, exist_ok=True) | |
async def download_file(url): | |
print(f"Current task: {url}") | |
file_name = url.split('/')[-1] | |
print(f"File name: {file_name}") | |
async with aiohttp.ClientSession() as session: | |
async with session.get(url) as resp: | |
assert resp.status == 200 | |
print(f"Download started {url}") | |
data = await resp.read() | |
async with aiofile.async_open(os.path.join(target_folder, file_name), "wb") as afp: | |
print(f"Saving {file_name} ...") | |
await afp.write(data) | |
loop = asyncio.get_event_loop() | |
tasks = [loop.create_task(download_file(url)) for url in file_url_list] | |
loop.run_until_complete(asyncio.wait(tasks)) | |
loop.close() | |
if __name__ == '__main__': | |
download_list = get_file_url_list(sys.argv[1]) | |
print(download_list) | |
save_files(download_list, sys.argv[2]) | |
print("done!") |
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