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Update src/modules/model_management.py
Browse files- src/modules/model_management.py +105 -89
src/modules/model_management.py
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import os
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import shutil
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import urllib.request
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import zipfile
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import gdown
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import
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def ignore_files(models_dir):
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models_list = os.listdir(models_dir)
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items_to_remove = ['hubert_base.pt', 'MODELS.txt', 'rmvpe.pt', 'fcpe.pt']
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return [item for item in models_list if item not in items_to_remove]
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if name.endswith('.
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if
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urllib.request.urlretrieve(url, zip_name)
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import os
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import shutil
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import urllib.request
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import zipfile
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import gdown
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import requests
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import gradio as gr
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from mega import Mega
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BASE_DIR = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
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rvc_models_dir = os.path.join(BASE_DIR, 'rvc_models')
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def ignore_files(models_dir):
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models_list = os.listdir(models_dir)
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items_to_remove = ['hubert_base.pt', 'MODELS.txt', 'rmvpe.pt', 'fcpe.pt']
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return [item for item in models_list if item not in items_to_remove]
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def update_models_list():
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models_l = ignore_files(rvc_models_dir)
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return gr.update(choices=models_l)
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def extract_zip(extraction_folder, zip_name):
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os.makedirs(extraction_folder, exist_ok=True)
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with zipfile.ZipFile(zip_name, 'r') as zip_ref:
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zip_ref.extractall(extraction_folder)
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os.remove(zip_name)
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index_filepath, model_filepath = None, None
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for root, _, files in os.walk(extraction_folder):
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for name in files:
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if name.endswith('.index') and os.stat(os.path.join(root, name)).st_size > 1024 * 100:
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index_filepath = os.path.join(root, name)
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if name.endswith('.pth') and os.stat(os.path.join(root, name)).st_size > 1024 * 1024 * 40:
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model_filepath = os.path.join(root, name)
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if not model_filepath:
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raise gr.Error(f'Не найден файл модели .pth в распакованном zip-файле. Пожалуйста, проверьте {extraction_folder}.')
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os.rename(model_filepath, os.path.join(extraction_folder, os.path.basename(model_filepath)))
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if index_filepath:
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os.rename(index_filepath, os.path.join(extraction_folder, os.path.basename(index_filepath)))
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for filepath in os.listdir(extraction_folder):
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if os.path.isdir(os.path.join(extraction_folder, filepath)):
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shutil.rmtree(os.path.join(extraction_folder, filepath))
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def download_from_url(url, dir_name, progress=gr.Progress()):
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try:
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progress(0, desc=f'[~] Загрузка голосовой модели с именем {dir_name}...')
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zip_name = os.path.join(rvc_models_dir, dir_name + '.zip')
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extraction_folder = os.path.join(rvc_models_dir, dir_name)
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if os.path.exists(extraction_folder):
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raise gr.Error(f'Директория голосовой модели {dir_name} уже существует! Выберите другое имя для вашей голосовой модели.')
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if 'drive.google.com' in url:
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progress(0.5, desc='[~] Загрузка модели с Google Grive...')
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file_id = url.split("file/d/")[1].split("/")[0] if "file/d/" in url else url.split("id=")[1].split("&")[0]
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output = zip_name
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gdown.download(id=file_id, output=output, quiet=False)
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elif 'huggingface.co' in url:
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progress(0.5, desc='[~] Загрузка модели с HuggingFace...')
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urllib.request.urlretrieve(url, zip_name)
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elif 'pixeldrain.com' in url:
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progress(0.5, desc='[~] Загрузка модели с Pixeldrain...')
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file_id = url.split("pixeldrain.com/u/")[1]
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response = requests.get(f"https://pixeldrain.com/api/file/{file_id}")
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with open(zip_name, 'wb') as f:
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f.write(response.content)
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elif 'mega.nz' in url:
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progress(0.5, desc='[~] Загрузка модели с Mega...')
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m = Mega()
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m.download_url(url, dest_filename=zip_name)
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elif 'yadi.sk' in url or 'disk.yandex.ru' in url:
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progress(0.5, desc='[~] Загрузка модели с Яндекс Диска...')
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yandex_api_url = "https://cloud-api.yandex.net/v1/disk/public/resources/download?public_key={}".format(url)
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response = requests.get(yandex_api_url)
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if response.status_code == 200:
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download_link = response.json().get('href')
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urllib.request.urlretrieve(download_link, zip_name)
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else:
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raise gr.Error(f"Ошибка при получении ссылки на скачивание с Яндекс Диск: {response.status_code}")
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progress(0.8, desc='[~] Распаковка zip-файла...')
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extract_zip(extraction_folder, zip_name)
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return f'[+] Модель {dir_name} успешно загружена!'
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except Exception as e:
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raise gr.Error(str(e))
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def upload_zip_model(zip_path, dir_name, progress=gr.Progress()):
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try:
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extraction_folder = os.path.join(rvc_models_dir, dir_name)
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if os.path.exists(extraction_folder):
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raise gr.Error(f'Директория голосовой модели {dir_name} уже существует! Выберите другое имя для вашей голосовой модели.')
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zip_name = zip_path.name
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progress(0.8, desc='[~] Распаковка zip-файла...')
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extract_zip(extraction_folder, zip_name)
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return f'[+] Модель {dir_name} успешно загружена!'
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except Exception as e:
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raise gr.Error(str(e))
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