mirror of
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102 lines
2.9 KiB
Python
102 lines
2.9 KiB
Python
import os
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import requests
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import validators
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from urllib.parse import urlsplit, urlunsplit
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from tqdm import tqdm
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def models(models_home=".", *args, **kwargs):
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for root, _, files in os.walk(models_home):
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for file in files:
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base, ext = os.path.splitext(file)
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if ext == ".bin":
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yield base, os.path.join(root, file)
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def pull(model, models_home=".", *args, **kwargs):
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url = model
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if not (url.startswith("http://") or url.startswith("https://")):
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url = f"https://{url}"
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parts = urlsplit(url)
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path_parts = parts.path.split("/tree/")
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if len(path_parts) == 1:
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url = path_parts[0]
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branch = "main"
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else:
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url, branch = path_parts
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url = url.strip("/")
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# Reconstruct the URL
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new_url = urlunsplit(
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(
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"https",
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parts.netloc,
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f"/api/models/{url}/tree/{branch}",
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parts.query,
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parts.fragment,
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)
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)
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if not validators.url(new_url):
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# this may just be a local model location
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return model
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response = requests.get(new_url)
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response.raise_for_status() # Raises stored HTTPError, if one occurred
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json_response = response.json()
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# get the last bin file we find, this is probably the most up to date
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download_url = None
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file_size = 0
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for file_info in json_response:
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if file_info.get("type") == "file" and file_info.get("path").endswith(".bin"):
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f_path = file_info.get("path")
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download_url = f"https://huggingface.co/{url}/resolve/{branch}/{f_path}"
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file_size = file_info.get("size")
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if download_url is None:
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raise Exception("No model found")
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local_filename = os.path.join(models_home, os.path.basename(url)) + ".bin"
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# Check if file already exists
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first_byte = 0
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if os.path.exists(local_filename):
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# TODO: check if the file is the same SHA
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first_byte = os.path.getsize(local_filename)
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if first_byte >= file_size:
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return local_filename
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print(f"Pulling {parts.netloc}/{model}...")
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# If file size is non-zero, resume download
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if first_byte != 0:
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header = {"Range": f"bytes={first_byte}-"}
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else:
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header = {}
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response = requests.get(download_url, headers=header, stream=True)
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response.raise_for_status() # Raises stored HTTPError, if one occurred
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total_size = int(response.headers.get("content-length", 0))
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with open(local_filename, "ab" if first_byte else "wb") as file, tqdm(
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total=total_size,
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unit="iB",
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unit_scale=True,
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unit_divisor=1024,
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initial=first_byte,
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ascii=" ==",
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bar_format="Downloading [{bar}] {percentage:3.2f}% {rate_fmt}{postfix}",
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) as bar:
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for data in response.iter_content(chunk_size=1024):
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size = file.write(data)
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bar.update(size)
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return local_filename
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