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import os, subprocess | ||
import gradio as gr | ||
import shutil | ||
from mega import Mega | ||
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import pandas as pd | ||
import os | ||
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# Class to handle caching model urls from a spreadsheet | ||
class CachedModels: | ||
def __init__(self): | ||
csv_url = "https://docs.google.com/spreadsheets/d/1tAUaQrEHYgRsm1Lvrnj14HFHDwJWl0Bd9x0QePewNco/export?format=csv&gid=1977693859" | ||
if os.path.exists("spreadsheet.csv"): | ||
self.cached_data = pd.read_csv("spreadsheet.csv") | ||
else: | ||
self.cached_data = pd.read_csv(csv_url) | ||
self.cached_data.to_csv("spreadsheet.csv", index=False) | ||
# Cache model urls | ||
self.models = {} | ||
for _, row in self.cached_data.iterrows(): | ||
filename = row['Filename'] | ||
url = None | ||
for value in row.values: | ||
if isinstance(value, str) and "huggingface" in value: | ||
url = value | ||
break | ||
if url: | ||
self.models[filename] = url | ||
# Get cached model urls | ||
def get_models(self): | ||
return self.models | ||
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def show(path,ext,on_error=None): | ||
try: | ||
return list(filter(lambda x: x.endswith(ext), os.listdir(path))) | ||
except: | ||
return on_error | ||
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def run_subprocess(command): | ||
try: | ||
subprocess.run(command, check=True) | ||
return True, None | ||
except Exception as e: | ||
return False, e | ||
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def download_from_url(url=None, model=None): | ||
if not url: | ||
try: | ||
url = model[f'{model}'] | ||
except: | ||
gr.Warning("Failed") | ||
return '' | ||
if model == '': | ||
try: | ||
model = url.split('/')[-1].split('?')[0] | ||
except: | ||
gr.Warning('Please name the model') | ||
return | ||
model = model.replace('.pth', '').replace('.index', '').replace('.zip', '') | ||
url = url.replace('/blob/main/', '/resolve/main/').strip() | ||
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for directory in ["downloads", "unzips","zip"]: | ||
#shutil.rmtree(directory, ignore_errors=True) | ||
os.makedirs(directory, exist_ok=True) | ||
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try: | ||
if url.endswith('.pth'): | ||
subprocess.run(["wget", url, "-O", f'assets/weights/{model}.pth']) | ||
elif url.endswith('.index'): | ||
os.makedirs(f'logs/{model}', exist_ok=True) | ||
subprocess.run(["wget", url, "-O", f'logs/{model}/added_{model}.index']) | ||
elif url.endswith('.zip'): | ||
subprocess.run(["wget", url, "-O", f'downloads/{model}.zip']) | ||
else: | ||
if "drive.google.com" in url: | ||
url = url.split('/')[0] | ||
subprocess.run(["gdown", url, "--fuzzy", "-O", f'downloads/{model}']) | ||
elif "mega.nz" in url: | ||
Mega().download_url(url, 'downloads') | ||
else: | ||
subprocess.run(["wget", url, "-O", f'downloads/{model}']) | ||
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downloaded_file = next((f for f in os.listdir("downloads")), None) | ||
if downloaded_file: | ||
if downloaded_file.endswith(".zip"): | ||
shutil.unpack_archive(f'downloads/{downloaded_file}', "unzips", 'zip') | ||
for root, _, files in os.walk('unzips'): | ||
for file in files: | ||
file_path = os.path.join(root, file) | ||
if file.endswith(".index"): | ||
os.makedirs(f'logs/{model}', exist_ok=True) | ||
shutil.copy2(file_path, f'logs/{model}') | ||
elif file.endswith(".pth") and "G_" not in file and "D_" not in file: | ||
shutil.copy(file_path, f'assets/weights/{model}.pth') | ||
elif downloaded_file.endswith(".pth"): | ||
shutil.copy(f'downloads/{downloaded_file}', f'assets/weights/{model}.pth') | ||
elif downloaded_file.endswith(".index"): | ||
os.makedirs(f'logs/{model}', exist_ok=True) | ||
shutil.copy(f'downloads/{downloaded_file}', f'logs/{model}/added_{model}.index') | ||
else: | ||
gr.Warning("Failed to download file") | ||
return 'Failed' | ||
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gr.Info("Done") | ||
except Exception as e: | ||
gr.Warning(f"There's been an error: {str(e)}") | ||
finally: | ||
shutil.rmtree("downloads", ignore_errors=True) | ||
shutil.rmtree("unzips", ignore_errors=True) | ||
shutil.rmtree("zip", ignore_errors=True) | ||
return 'Done' | ||
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def speak(audio, text): | ||
print(f"({audio}, {text})") | ||
current_dir = os.getcwd() | ||
os.chdir('./gpt_sovits_demo') | ||
process = subprocess.Popen([ | ||
"python", "./zero.py", | ||
"--input_file", audio, | ||
"--audio_lang", "English", | ||
"--text", text, | ||
"--text_lang", "English" | ||
], stdout=subprocess.PIPE, text=True) | ||
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for line in process.stdout: | ||
line = line.strip() | ||
if "All keys matched successfully" in line: | ||
continue | ||
if line.startswith("(") and line.endswith(")"): | ||
path, finished = line[1:-1].split(", ") | ||
if finished: | ||
os.chdir(current_dir) | ||
return path | ||
os.chdir(current_dir) | ||
return None |