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# URL helpers, see https://github.com/NVlabs/stylegan
# ------------------------------------------------------------------------------------------
import requests
import html
import hashlib
import gdown
import glob
import os
import io
from typing import Any
import re
import uuid
weight_dic = {'afhqwild.pt': 'https://drive.google.com/file/d/14OnzO4QWaAytKXVqcfWo_o2MzoR4ygnr/view?usp=sharing',
'afhqdog.pt': 'https://drive.google.com/file/d/16v6jPtKVlvq8rg2Sdi3-R9qZEVDgvvEA/view?usp=sharing',
'afhqcat.pt': 'https://drive.google.com/file/d/1HXLER5R3EMI8DSYDBZafoqpX4EtyOf2R/view?usp=sharing',
'ffhq.pt': 'https://drive.google.com/file/d/1AT6bNR2ppK8f2ETL_evT27f3R_oyWNHS/view?usp=sharing',
'metfaces.pt': 'https://drive.google.com/file/d/16wM2PwVWzaMsRgPExvRGsq6BWw_muKbf/view?usp=sharing',
'seg.pth': 'https://drive.google.com/file/d/1lIKvQaFKHT5zC7uS4p17O9ZpfwmwlS62/view?usp=sharing'}
def download_weight(weight_path):
gdown.download(weight_dic[os.path.basename(weight_path)],
output=weight_path, fuzzy=True)
def is_url(obj: Any) -> bool:
"""Determine whether the given object is a valid URL string."""
if not isinstance(obj, str) or not "://" in obj:
return False
try:
res = requests.compat.urlparse(obj)
if not res.scheme or not res.netloc or not "." in res.netloc:
return False
res = requests.compat.urlparse(requests.compat.urljoin(obj, "/"))
if not res.scheme or not res.netloc or not "." in res.netloc:
return False
except:
return False
return True
def open_url(url: str, cache_dir: str = None, num_attempts: int = 10, verbose: bool = True,
return_path: bool = False) -> Any:
"""Download the given URL and return a binary-mode file object to access the data."""
assert is_url(url)
assert num_attempts >= 1
# Lookup from cache.
url_md5 = hashlib.md5(url.encode("utf-8")).hexdigest()
if cache_dir is not None:
cache_files = glob.glob(os.path.join(cache_dir, url_md5 + "_*"))
if len(cache_files) == 1:
if (return_path):
return cache_files[0]
else:
return open(cache_files[0], "rb")
# Download.
url_name = None
url_data = None
with requests.Session() as session:
if verbose:
print("Downloading %s ..." % url, end="", flush=True)
for attempts_left in reversed(range(num_attempts)):
try:
with session.get(url) as res:
res.raise_for_status()
if len(res.content) == 0:
raise IOError("No data received")
if len(res.content) < 8192:
content_str = res.content.decode("utf-8")
if "download_warning" in res.headers.get("Set-Cookie", ""):
links = [html.unescape(link) for link in content_str.split('"') if
"export=download" in link]
if len(links) == 1:
url = requests.compat.urljoin(url, links[0])
raise IOError("Google Drive virus checker nag")
if "Google Drive - Quota exceeded" in content_str:
raise IOError("Google Drive quota exceeded")
match = re.search(r'filename="([^"]*)"', res.headers.get("Content-Disposition", ""))
url_name = match[1] if match else url
url_data = res.content
if verbose:
print(" done")
break
except:
if not attempts_left:
if verbose:
print(" failed")
raise
if verbose:
print(".", end="", flush=True)
# Save to cache.
if cache_dir is not None:
safe_name = re.sub(r"[^0-9a-zA-Z-._]", "_", url_name)
cache_file = os.path.join(cache_dir, url_md5 + "_" + safe_name)
temp_file = os.path.join(cache_dir, "tmp_" + uuid.uuid4().hex + "_" + url_md5 + "_" + safe_name)
os.makedirs(cache_dir, exist_ok=True)
with open(temp_file, "wb") as f:
f.write(url_data)
os.replace(temp_file, cache_file) # atomic
if (return_path): return cache_file
# Return data as file object.
return io.BytesIO(url_data)
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