Drowning_Person_Detection/core/data/dataloader/utils.py

69 lines
2.1 KiB
Python

import os
import hashlib
import errno
import tarfile
from six.moves import urllib
from torch.utils.model_zoo import tqdm
def gen_bar_updater():
pbar = tqdm(total=None)
def bar_update(count, block_size, total_size):
if pbar.total is None and total_size:
pbar.total = total_size
progress_bytes = count * block_size
pbar.update(progress_bytes - pbar.n)
return bar_update
def check_integrity(fpath, md5=None):
if md5 is None:
return True
if not os.path.isfile(fpath):
return False
md5o = hashlib.md5()
with open(fpath, 'rb') as f:
# read in 1MB chunks
for chunk in iter(lambda: f.read(1024 * 1024), b''):
md5o.update(chunk)
md5c = md5o.hexdigest()
if md5c != md5:
return False
return True
def makedir_exist_ok(dirpath):
try:
os.makedirs(dirpath)
except OSError as e:
if e.errno == errno.EEXIST:
pass
else:
pass
def download_url(url, root, filename=None, md5=None):
"""Download a file from a url and place it in root."""
root = os.path.expanduser(root)
if not filename:
filename = os.path.basename(url)
fpath = os.path.join(root, filename)
makedir_exist_ok(root)
# downloads file
if os.path.isfile(fpath) and check_integrity(fpath, md5):
print('Using downloaded and verified file: ' + fpath)
else:
try:
print('Downloading ' + url + ' to ' + fpath)
urllib.request.urlretrieve(url, fpath, reporthook=gen_bar_updater())
except OSError:
if url[:5] == 'https':
url = url.replace('https:', 'http:')
print('Failed download. Trying https -> http instead.'
' Downloading ' + url + ' to ' + fpath)
urllib.request.urlretrieve(url, fpath, reporthook=gen_bar_updater())
def download_extract(url, root, filename, md5):
download_url(url, root, filename, md5)
with tarfile.open(os.path.join(root, filename), "r") as tar:
tar.extractall(path=root)