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# Copyright (C) 2021-2024, Mindee.
# This program is licensed under the Apache License 2.0.
# See LICENSE or go to <https://opensource.org/licenses/Apache-2.0> for full license details.
# Adapted from https://github.com/pytorch/vision/blob/master/torchvision/datasets/utils.py
import hashlib
import logging
import os
import re
import urllib
import urllib.error
import urllib.request
from pathlib import Path
from typing import Optional, Union
from tqdm.auto import tqdm
__all__ = ["download_from_url"]
# matches bfd8deac from resnet18-bfd8deac.ckpt
HASH_REGEX = re.compile(r"-([a-f0-9]*)\.")
USER_AGENT = "mindee/doctr"
def _urlretrieve(url: str, filename: Union[Path, str], chunk_size: int = 1024) -> None:
with open(filename, "wb") as fh:
with urllib.request.urlopen(urllib.request.Request(url, headers={"User-Agent": USER_AGENT})) as response:
with tqdm(total=response.length) as pbar:
for chunk in iter(lambda: response.read(chunk_size), ""):
if not chunk:
break
pbar.update(chunk_size)
fh.write(chunk)
def _check_integrity(file_path: Union[str, Path], hash_prefix: str) -> bool:
with open(file_path, "rb") as f:
sha_hash = hashlib.sha256(f.read()).hexdigest()
return sha_hash[: len(hash_prefix)] == hash_prefix
def download_from_url(
url: str,
file_name: Optional[str] = None,
hash_prefix: Optional[str] = None,
cache_dir: Optional[str] = None,
cache_subdir: Optional[str] = None,
) -> Path:
"""Download a file using its URL
>>> from doctr.models import download_from_url
>>> download_from_url("https://yoursource.com/yourcheckpoint-yourhash.zip")
Args:
----
url: the URL of the file to download
file_name: optional name of the file once downloaded
hash_prefix: optional expected SHA256 hash of the file
cache_dir: cache directory
cache_subdir: subfolder to use in the cache
Returns:
-------
the location of the downloaded file
Note:
----
You can change cache directory location by using `DOCTR_CACHE_DIR` environment variable.
"""
if not isinstance(file_name, str):
file_name = url.rpartition("/")[-1].split("&")[0]
cache_dir = (
str(os.environ.get("DOCTR_CACHE_DIR", os.path.join(os.path.expanduser("~"), ".cache", "doctr")))
if cache_dir is None
else cache_dir
)
# Check hash in file name
if hash_prefix is None:
r = HASH_REGEX.search(file_name)
hash_prefix = r.group(1) if r else None
folder_path = Path(cache_dir) if cache_subdir is None else Path(cache_dir, cache_subdir)
file_path = folder_path.joinpath(file_name)
# Check file existence
if file_path.is_file() and (hash_prefix is None or _check_integrity(file_path, hash_prefix)):
logging.info(f"Using downloaded & verified file: {file_path}")
return file_path
try:
# Create folder hierarchy
folder_path.mkdir(parents=True, exist_ok=True)
except OSError:
error_message = f"Failed creating cache direcotry at {folder_path}"
if os.environ.get("DOCTR_CACHE_DIR", ""):
error_message += " using path from 'DOCTR_CACHE_DIR' environment variable."
else:
error_message += (
". You can change default cache directory using 'DOCTR_CACHE_DIR' environment variable if needed."
)
logging.error(error_message)
raise
# Download the file
try:
print(f"Downloading {url} to {file_path}")
_urlretrieve(url, file_path)
except (urllib.error.URLError, IOError) as e:
if url[:5] == "https":
url = url.replace("https:", "http:")
print("Failed download. Trying https -> http instead." f" Downloading {url} to {file_path}")
_urlretrieve(url, file_path)
else:
raise e
# Remove corrupted files
if isinstance(hash_prefix, str) and not _check_integrity(file_path, hash_prefix):
# Remove file
os.remove(file_path)
raise ValueError(f"corrupted download, the hash of {url} does not match its expected value")
return file_path
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