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Running
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Zero
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import os, zipfile, rarfile, shutil, subprocess, shlex, sys # noqa
from .logging_setup import logger
from urllib.parse import urlparse
from IPython.utils import capture
import re
VIDEO_EXTENSIONS = [
".mp4",
".avi",
".mov",
".mkv",
".wmv",
".flv",
".webm",
".m4v",
".mpeg",
".mpg",
".3gp"
]
AUDIO_EXTENSIONS = [
".mp3",
".wav",
".aiff",
".aif",
".flac",
".aac",
".ogg",
".wma",
".m4a",
".alac",
".pcm",
".opus",
".ape",
".amr",
".ac3",
".vox",
".caf"
]
SUBTITLE_EXTENSIONS = [
".srt",
".vtt",
".ass"
]
def run_command(command):
logger.debug(command)
if isinstance(command, str):
command = shlex.split(command)
sub_params = {
"stdout": subprocess.PIPE,
"stderr": subprocess.PIPE,
"creationflags": subprocess.CREATE_NO_WINDOW
if sys.platform == "win32"
else 0,
}
process_command = subprocess.Popen(command, **sub_params)
output, errors = process_command.communicate()
if (
process_command.returncode != 0
): # or not os.path.exists(mono_path) or os.path.getsize(mono_path) == 0:
logger.error("Error comnand")
raise Exception(errors.decode())
def print_tree_directory(root_dir, indent=""):
if not os.path.exists(root_dir):
logger.error(f"{indent} Invalid directory or file: {root_dir}")
return
items = os.listdir(root_dir)
for index, item in enumerate(sorted(items)):
item_path = os.path.join(root_dir, item)
is_last_item = index == len(items) - 1
if os.path.isfile(item_path) and item_path.endswith(".zip"):
with zipfile.ZipFile(item_path, "r") as zip_file:
print(
f"{indent}{'βββ' if is_last_item else 'βββ'} {item} (zip file)"
)
zip_contents = zip_file.namelist()
for zip_item in sorted(zip_contents):
print(
f"{indent}{' ' if is_last_item else 'β '}{zip_item}"
)
else:
print(f"{indent}{'βββ' if is_last_item else 'βββ'} {item}")
if os.path.isdir(item_path):
new_indent = indent + (" " if is_last_item else "β ")
print_tree_directory(item_path, new_indent)
def upload_model_list():
weight_root = "weights"
models = []
for name in os.listdir(weight_root):
if name.endswith(".pth"):
models.append("weights/" + name)
if models:
logger.debug(models)
index_root = "logs"
index_paths = [None]
for name in os.listdir(index_root):
if name.endswith(".index"):
index_paths.append("logs/" + name)
if index_paths:
logger.debug(index_paths)
return models, index_paths
def manual_download(url, dst):
if "drive.google" in url:
logger.info("Drive url")
if "folders" in url:
logger.info("folder")
os.system(f'gdown --folder "{url}" -O {dst} --fuzzy -c')
else:
logger.info("single")
os.system(f'gdown "{url}" -O {dst} --fuzzy -c')
elif "huggingface" in url:
logger.info("HuggingFace url")
if "/blob/" in url or "/resolve/" in url:
if "/blob/" in url:
url = url.replace("/blob/", "/resolve/")
download_manager(url=url, path=dst, overwrite=True, progress=True)
else:
os.system(f"git clone {url} {dst+'repo/'}")
elif "http" in url:
logger.info("URL")
download_manager(url=url, path=dst, overwrite=True, progress=True)
elif os.path.exists(url):
logger.info("Path")
copy_files(url, dst)
else:
logger.error(f"No valid URL: {url}")
def download_list(text_downloads):
if os.environ.get("ZERO_GPU") == "TRUE":
raise RuntimeError("This option is disabled in this demo.")
try:
urls = [elem.strip() for elem in text_downloads.split(",")]
except Exception as error:
raise ValueError(f"No valid URL. {str(error)}")
create_directories(["downloads", "logs", "weights"])
path_download = "downloads/"
for url in urls:
manual_download(url, path_download)
# Tree
print("####################################")
print_tree_directory("downloads", indent="")
print("####################################")
# Place files
select_zip_and_rar_files("downloads/")
models, _ = upload_model_list()
# hf space models files delete
remove_directory_contents("downloads/repo")
return f"Downloaded = {models}"
def select_zip_and_rar_files(directory_path="downloads/"):
# filter
zip_files = []
rar_files = []
for file_name in os.listdir(directory_path):
if file_name.endswith(".zip"):
zip_files.append(file_name)
elif file_name.endswith(".rar"):
rar_files.append(file_name)
# extract
for file_name in zip_files:
file_path = os.path.join(directory_path, file_name)
with zipfile.ZipFile(file_path, "r") as zip_ref:
zip_ref.extractall(directory_path)
for file_name in rar_files:
file_path = os.path.join(directory_path, file_name)
with rarfile.RarFile(file_path, "r") as rar_ref:
rar_ref.extractall(directory_path)
# set in path
def move_files_with_extension(src_dir, extension, destination_dir):
for root, _, files in os.walk(src_dir):
for file_name in files:
if file_name.endswith(extension):
source_file = os.path.join(root, file_name)
destination = os.path.join(destination_dir, file_name)
shutil.move(source_file, destination)
move_files_with_extension(directory_path, ".index", "logs/")
move_files_with_extension(directory_path, ".pth", "weights/")
return "Download complete"
def is_file_with_extensions(string_path, extensions):
return any(string_path.lower().endswith(ext) for ext in extensions)
def is_video_file(string_path):
return is_file_with_extensions(string_path, VIDEO_EXTENSIONS)
def is_audio_file(string_path):
return is_file_with_extensions(string_path, AUDIO_EXTENSIONS)
def is_subtitle_file(string_path):
return is_file_with_extensions(string_path, SUBTITLE_EXTENSIONS)
def get_directory_files(directory):
audio_files = []
video_files = []
sub_files = []
for item in os.listdir(directory):
item_path = os.path.join(directory, item)
if os.path.isfile(item_path):
if is_audio_file(item_path):
audio_files.append(item_path)
elif is_video_file(item_path):
video_files.append(item_path)
elif is_subtitle_file(item_path):
sub_files.append(item_path)
logger.info(
f"Files in path ({directory}): "
f"{str(audio_files + video_files + sub_files)}"
)
return audio_files, video_files, sub_files
def get_valid_files(paths):
valid_paths = []
for path in paths:
if os.path.isdir(path):
audio_files, video_files, sub_files = get_directory_files(path)
valid_paths.extend(audio_files)
valid_paths.extend(video_files)
valid_paths.extend(sub_files)
else:
valid_paths.append(path)
return valid_paths
def extract_video_links(link):
params_dlp = {"quiet": False, "no_warnings": True, "noplaylist": False}
try:
from yt_dlp import YoutubeDL
with capture.capture_output() as cap:
with YoutubeDL(params_dlp) as ydl:
info_dict = ydl.extract_info( # noqa
link, download=False, process=True
)
urls = re.findall(r'\[youtube\] Extracting URL: (.*?)\n', cap.stdout)
logger.info(f"List of videos in ({link}): {str(urls)}")
del cap
except Exception as error:
logger.error(f"{link} >> {str(error)}")
urls = [link]
return urls
def get_link_list(urls):
valid_links = []
for url_video in urls:
if "youtube.com" in url_video and "/watch?v=" not in url_video:
url_links = extract_video_links(url_video)
valid_links.extend(url_links)
else:
valid_links.append(url_video)
return valid_links
# =====================================
# Download Manager
# =====================================
def load_file_from_url(
url: str,
model_dir: str,
file_name: str | None = None,
overwrite: bool = False,
progress: bool = True,
) -> str:
"""Download a file from `url` into `model_dir`,
using the file present if possible.
Returns the path to the downloaded file.
"""
os.makedirs(model_dir, exist_ok=True)
if not file_name:
parts = urlparse(url)
file_name = os.path.basename(parts.path)
cached_file = os.path.abspath(os.path.join(model_dir, file_name))
# Overwrite
if os.path.exists(cached_file):
if overwrite or os.path.getsize(cached_file) == 0:
remove_files(cached_file)
# Download
if not os.path.exists(cached_file):
logger.info(f'Downloading: "{url}" to {cached_file}\n')
from torch.hub import download_url_to_file
download_url_to_file(url, cached_file, progress=progress)
else:
logger.debug(cached_file)
return cached_file
def friendly_name(file: str):
if file.startswith("http"):
file = urlparse(file).path
file = os.path.basename(file)
model_name, extension = os.path.splitext(file)
return model_name, extension
def download_manager(
url: str,
path: str,
extension: str = "",
overwrite: bool = False,
progress: bool = True,
):
url = url.strip()
name, ext = friendly_name(url)
name += ext if not extension else f".{extension}"
if url.startswith("http"):
filename = load_file_from_url(
url=url,
model_dir=path,
file_name=name,
overwrite=overwrite,
progress=progress,
)
else:
filename = path
return filename
# =====================================
# File management
# =====================================
# only remove files
def remove_files(file_list):
if isinstance(file_list, str):
file_list = [file_list]
for file in file_list:
if os.path.exists(file):
os.remove(file)
def remove_directory_contents(directory_path):
"""
Removes all files and subdirectories within a directory.
Parameters:
directory_path (str): Path to the directory whose
contents need to be removed.
"""
if os.path.exists(directory_path):
for filename in os.listdir(directory_path):
file_path = os.path.join(directory_path, filename)
try:
if os.path.isfile(file_path):
os.remove(file_path)
elif os.path.isdir(file_path):
shutil.rmtree(file_path)
except Exception as e:
logger.error(f"Failed to delete {file_path}. Reason: {e}")
logger.info(f"Content in '{directory_path}' removed.")
else:
logger.error(f"Directory '{directory_path}' does not exist.")
# Create directory if not exists
def create_directories(directory_path):
if isinstance(directory_path, str):
directory_path = [directory_path]
for one_dir_path in directory_path:
if not os.path.exists(one_dir_path):
os.makedirs(one_dir_path)
logger.debug(f"Directory '{one_dir_path}' created.")
def move_files(source_dir, destination_dir, extension=""):
"""
Moves file(s) from the source path to the destination path.
Parameters:
source_dir (str): Path to the source directory.
destination_dir (str): Path to the destination directory.
extension (str): Only move files with this extension.
"""
create_directories(destination_dir)
for filename in os.listdir(source_dir):
source_path = os.path.join(source_dir, filename)
destination_path = os.path.join(destination_dir, filename)
if extension and not filename.endswith(extension):
continue
os.replace(source_path, destination_path)
def copy_files(source_path, destination_path):
"""
Copies a file or multiple files from a source path to a destination path.
Parameters:
source_path (str or list): Path or list of paths to the source
file(s) or directory.
destination_path (str): Path to the destination directory.
"""
create_directories(destination_path)
if isinstance(source_path, str):
source_path = [source_path]
if os.path.isdir(source_path[0]):
# Copy all files from the source directory to the destination directory
base_path = source_path[0]
source_path = os.listdir(source_path[0])
source_path = [
os.path.join(base_path, file_name) for file_name in source_path
]
for one_source_path in source_path:
if os.path.exists(one_source_path):
shutil.copy2(one_source_path, destination_path)
logger.debug(
f"File '{one_source_path}' copied to '{destination_path}'."
)
else:
logger.error(f"File '{one_source_path}' does not exist.")
def rename_file(current_name, new_name):
file_directory = os.path.dirname(current_name)
if os.path.exists(current_name):
dir_new_name_file = os.path.join(file_directory, new_name)
os.rename(current_name, dir_new_name_file)
logger.debug(f"File '{current_name}' renamed to '{new_name}'.")
return dir_new_name_file
else:
logger.error(f"File '{current_name}' does not exist.")
return None
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