Add fresh RunPod setup script
Browse files- setup_runpod.py +291 -0
setup_runpod.py
ADDED
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|
| 1 |
+
#!/usr/bin/env python3
|
| 2 |
+
"""
|
| 3 |
+
RunPod Fresh Setup Script for Qwen Image Edit
|
| 4 |
+
==============================================
|
| 5 |
+
Downloads everything from YOUR OWN HuggingFace repos:
|
| 6 |
+
- App code: sdfafdfsdf/Qwen-Image-Edit-App
|
| 7 |
+
- Models: sdfafdfsdf/Phr00t-Qwen-Rapid-AIO (20GB)
|
| 8 |
+
sdfafdfsdf/Qwen-Image-Edit-2511 (16GB)
|
| 9 |
+
sdfafdfsdf/BFS-Best-Face-Swap (1.3GB)
|
| 10 |
+
sdfafdfsdf/Qwen-Image-Edit-2511-Multiple-Angles-LoRA (282MB)
|
| 11 |
+
sdfafdfsdf/vllm-flash-attn3 (807MB)
|
| 12 |
+
|
| 13 |
+
Usage:
|
| 14 |
+
1. Upload this script to your RunPod
|
| 15 |
+
2. Run: python3 setup_runpod.py
|
| 16 |
+
3. The app will auto-start at the end
|
| 17 |
+
|
| 18 |
+
Set your HF token as an environment variable before running:
|
| 19 |
+
export HF_TOKEN="hf_your_token_here"
|
| 20 |
+
|
| 21 |
+
Or pass it as a command line argument:
|
| 22 |
+
python3 setup_runpod.py --token hf_your_token_here
|
| 23 |
+
"""
|
| 24 |
+
|
| 25 |
+
import os
|
| 26 |
+
import sys
|
| 27 |
+
import subprocess
|
| 28 |
+
import argparse
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| 29 |
+
import time
|
| 30 |
+
|
| 31 |
+
# ═══════════════════════════════════════════════════════
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| 32 |
+
# CONFIGURATION — Change these if you rename your repos
|
| 33 |
+
# ═══════════════════════════════════════════════════════
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| 34 |
+
|
| 35 |
+
HF_USERNAME = "sdfafdfsdf"
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| 36 |
+
|
| 37 |
+
# App code repo (small files: app.py, qwenimage/, camera_control_ui, etc.)
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| 38 |
+
APP_REPO = f"{HF_USERNAME}/Qwen-Image-Edit-App"
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| 39 |
+
|
| 40 |
+
# Model repos (large files: transformer weights, VAE, text encoder, etc.)
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| 41 |
+
MODEL_REPOS = [
|
| 42 |
+
f"{HF_USERNAME}/Phr00t-Qwen-Rapid-AIO", # 20GB - AIO transformer
|
| 43 |
+
f"{HF_USERNAME}/Qwen-Image-Edit-2511", # 16GB - Pipeline (VAE, text encoder)
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| 44 |
+
f"{HF_USERNAME}/BFS-Best-Face-Swap", # 1.3GB - Face swap LoRA
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| 45 |
+
f"{HF_USERNAME}/Qwen-Image-Edit-2511-Multiple-Angles-LoRA", # 282MB - Angles LoRA
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| 46 |
+
f"{HF_USERNAME}/vllm-flash-attn3", # 807MB - Flash attention kernel
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| 47 |
+
]
|
| 48 |
+
|
| 49 |
+
# Directories
|
| 50 |
+
WORKSPACE_DIR = "/workspace"
|
| 51 |
+
APP_DIR = os.path.join(WORKSPACE_DIR, "Qwen-Image-Edit")
|
| 52 |
+
VENV_DIR = os.path.join(WORKSPACE_DIR, "venv")
|
| 53 |
+
CACHE_DIR = os.path.join(WORKSPACE_DIR, "cache")
|
| 54 |
+
HF_HOME = os.path.join(CACHE_DIR, "huggingface")
|
| 55 |
+
PIP_CACHE = os.path.join(CACHE_DIR, "pip")
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| 56 |
+
TMP_DIR = os.path.join(WORKSPACE_DIR, "tmp")
|
| 57 |
+
|
| 58 |
+
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| 59 |
+
# ═══════════════════════════════════════════════════════
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| 60 |
+
# HELPERS
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| 61 |
+
# ═══════════════════════════════════════════════════════
|
| 62 |
+
|
| 63 |
+
def log(msg, level="INFO"):
|
| 64 |
+
"""Print a formatted log message."""
|
| 65 |
+
icons = {"INFO": "ℹ️ ", "OK": "✅", "WARN": "⚠️ ", "ERR": "❌", "DL": "📦", "RUN": "🚀"}
|
| 66 |
+
icon = icons.get(level, " ")
|
| 67 |
+
print(f"{icon} {msg}")
|
| 68 |
+
|
| 69 |
+
|
| 70 |
+
def run(command, cwd=None, env_extra=None, check=True):
|
| 71 |
+
"""Run a shell command, stream output, return exit code."""
|
| 72 |
+
log(f"Running: {command}", "RUN")
|
| 73 |
+
env = os.environ.copy()
|
| 74 |
+
env["TMPDIR"] = TMP_DIR
|
| 75 |
+
env["PIP_CACHE_DIR"] = PIP_CACHE
|
| 76 |
+
env["HF_HOME"] = HF_HOME
|
| 77 |
+
if env_extra:
|
| 78 |
+
env.update(env_extra)
|
| 79 |
+
|
| 80 |
+
proc = subprocess.Popen(
|
| 81 |
+
command, shell=True, stdout=subprocess.PIPE, stderr=subprocess.STDOUT,
|
| 82 |
+
text=True, cwd=cwd, env=env
|
| 83 |
+
)
|
| 84 |
+
for line in proc.stdout:
|
| 85 |
+
print(line, end="")
|
| 86 |
+
proc.wait()
|
| 87 |
+
|
| 88 |
+
if proc.returncode != 0 and check:
|
| 89 |
+
log(f"Command failed (exit {proc.returncode}): {command}", "ERR")
|
| 90 |
+
return proc.returncode
|
| 91 |
+
|
| 92 |
+
|
| 93 |
+
def ensure_dirs():
|
| 94 |
+
"""Create all necessary directories."""
|
| 95 |
+
for d in [APP_DIR, VENV_DIR, CACHE_DIR, HF_HOME, PIP_CACHE, TMP_DIR]:
|
| 96 |
+
os.makedirs(d, exist_ok=True)
|
| 97 |
+
|
| 98 |
+
|
| 99 |
+
# ═══════════════════════════════════════════════════════
|
| 100 |
+
# STEP 1: Download app code
|
| 101 |
+
# ═══════════════════════════════════════════════════════
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| 102 |
+
|
| 103 |
+
def download_app_code(token):
|
| 104 |
+
"""Download app code from your HF repo."""
|
| 105 |
+
log(f"Downloading app code from {APP_REPO}...", "DL")
|
| 106 |
+
|
| 107 |
+
pip = os.path.join(VENV_DIR, "bin", "pip")
|
| 108 |
+
python = os.path.join(VENV_DIR, "bin", "python")
|
| 109 |
+
|
| 110 |
+
# Use huggingface_hub to download
|
| 111 |
+
run(f"""{python} -c "
|
| 112 |
+
from huggingface_hub import snapshot_download
|
| 113 |
+
snapshot_download(
|
| 114 |
+
repo_id='{APP_REPO}',
|
| 115 |
+
repo_type='model',
|
| 116 |
+
local_dir='{APP_DIR}',
|
| 117 |
+
token='{token}'
|
| 118 |
+
)
|
| 119 |
+
print('App code downloaded successfully!')
|
| 120 |
+
" """)
|
| 121 |
+
|
| 122 |
+
if os.path.exists(os.path.join(APP_DIR, "app.py")):
|
| 123 |
+
log("App code downloaded successfully!", "OK")
|
| 124 |
+
else:
|
| 125 |
+
log("App code download may have failed — app.py not found!", "ERR")
|
| 126 |
+
sys.exit(1)
|
| 127 |
+
|
| 128 |
+
|
| 129 |
+
# ═════════════════════════════════���═════════════════════
|
| 130 |
+
# STEP 2: Download heavy models
|
| 131 |
+
# ═══════════════════════════════════════════════════════
|
| 132 |
+
|
| 133 |
+
def download_models(token):
|
| 134 |
+
"""Download all model repos (cached in HF_HOME)."""
|
| 135 |
+
python = os.path.join(VENV_DIR, "bin", "python")
|
| 136 |
+
|
| 137 |
+
for repo in MODEL_REPOS:
|
| 138 |
+
log(f"Downloading model: {repo}...", "DL")
|
| 139 |
+
run(f"""{python} -c "
|
| 140 |
+
from huggingface_hub import snapshot_download
|
| 141 |
+
snapshot_download(
|
| 142 |
+
repo_id='{repo}',
|
| 143 |
+
repo_type='model',
|
| 144 |
+
token='{token}'
|
| 145 |
+
)
|
| 146 |
+
print('Downloaded: {repo}')
|
| 147 |
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" """)
|
| 148 |
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|
| 149 |
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log("All models downloaded!", "OK")
|
| 150 |
+
|
| 151 |
+
|
| 152 |
+
# ═══════════════════════════════════════════════════════
|
| 153 |
+
# STEP 3: Set up Python venv
|
| 154 |
+
# ═══════════════════════════════════════════════════════
|
| 155 |
+
|
| 156 |
+
def setup_venv():
|
| 157 |
+
"""Create virtual environment if it doesn't exist."""
|
| 158 |
+
if not os.path.exists(os.path.join(VENV_DIR, "bin", "python")):
|
| 159 |
+
log("Creating virtual environment...", "INFO")
|
| 160 |
+
run(f"python3 -m venv {VENV_DIR}")
|
| 161 |
+
else:
|
| 162 |
+
log("Virtual environment already exists.", "OK")
|
| 163 |
+
|
| 164 |
+
# Upgrade pip
|
| 165 |
+
pip = os.path.join(VENV_DIR, "bin", "pip")
|
| 166 |
+
run(f"{pip} install --upgrade pip")
|
| 167 |
+
|
| 168 |
+
|
| 169 |
+
# ═══════════════════════════════════════════════════════
|
| 170 |
+
# STEP 4: Install dependencies
|
| 171 |
+
# ═══════════════════════════════════════════════════════
|
| 172 |
+
|
| 173 |
+
def install_dependencies():
|
| 174 |
+
"""Install Python packages from requirements.txt."""
|
| 175 |
+
pip = os.path.join(VENV_DIR, "bin", "pip")
|
| 176 |
+
req_file = os.path.join(APP_DIR, "requirements.txt")
|
| 177 |
+
|
| 178 |
+
if os.path.exists(req_file):
|
| 179 |
+
log("Installing dependencies from requirements.txt...", "DL")
|
| 180 |
+
run(f"{pip} install -r {req_file}")
|
| 181 |
+
log("Dependencies installed!", "OK")
|
| 182 |
+
else:
|
| 183 |
+
log("No requirements.txt found!", "WARN")
|
| 184 |
+
|
| 185 |
+
# Ensure huggingface_hub is available (needed for model downloads)
|
| 186 |
+
run(f"{pip} install huggingface_hub")
|
| 187 |
+
|
| 188 |
+
|
| 189 |
+
# ═══════════════════════════════════════════════════════
|
| 190 |
+
# STEP 5: Start the app
|
| 191 |
+
# ═══════════════════════════════════════════════════════
|
| 192 |
+
|
| 193 |
+
def start_app():
|
| 194 |
+
"""Start the Gradio app."""
|
| 195 |
+
python = os.path.join(VENV_DIR, "bin", "python")
|
| 196 |
+
app_py = os.path.join(APP_DIR, "app.py")
|
| 197 |
+
|
| 198 |
+
if not os.path.exists(app_py):
|
| 199 |
+
log("app.py not found, cannot start!", "ERR")
|
| 200 |
+
return
|
| 201 |
+
|
| 202 |
+
log("Starting the Gradio app...", "RUN")
|
| 203 |
+
|
| 204 |
+
env_extra = {
|
| 205 |
+
"PYTHONPATH": APP_DIR,
|
| 206 |
+
"PYTHONUNBUFFERED": "1",
|
| 207 |
+
}
|
| 208 |
+
|
| 209 |
+
# Run in foreground so user can see output
|
| 210 |
+
run(f"{python} {app_py}", cwd=APP_DIR, env_extra=env_extra, check=False)
|
| 211 |
+
|
| 212 |
+
|
| 213 |
+
# ═══════════════════════════════════════════════════════
|
| 214 |
+
# MAIN
|
| 215 |
+
# ═══════════════════════════════════════════════════════
|
| 216 |
+
|
| 217 |
+
def main():
|
| 218 |
+
parser = argparse.ArgumentParser(description="Setup Qwen Image Edit on a fresh RunPod")
|
| 219 |
+
parser.add_argument("--token", type=str, default=None,
|
| 220 |
+
help="HuggingFace token (or set HF_TOKEN env var)")
|
| 221 |
+
parser.add_argument("--skip-models", action="store_true",
|
| 222 |
+
help="Skip model downloads (if already cached)")
|
| 223 |
+
parser.add_argument("--skip-app", action="store_true",
|
| 224 |
+
help="Skip app code download (if already present)")
|
| 225 |
+
parser.add_argument("--skip-deps", action="store_true",
|
| 226 |
+
help="Skip dependency installation")
|
| 227 |
+
parser.add_argument("--no-start", action="store_true",
|
| 228 |
+
help="Don't auto-start the app after setup")
|
| 229 |
+
args = parser.parse_args()
|
| 230 |
+
|
| 231 |
+
# Get token
|
| 232 |
+
token = args.token or os.environ.get("HF_TOKEN", "")
|
| 233 |
+
if not token:
|
| 234 |
+
log("No HuggingFace token provided!", "ERR")
|
| 235 |
+
log("Set HF_TOKEN environment variable or pass --token", "INFO")
|
| 236 |
+
sys.exit(1)
|
| 237 |
+
|
| 238 |
+
print("=" * 60)
|
| 239 |
+
print(" Qwen Image Edit — Fresh RunPod Setup")
|
| 240 |
+
print("=" * 60)
|
| 241 |
+
start_time = time.time()
|
| 242 |
+
|
| 243 |
+
# Step 0: Create directories
|
| 244 |
+
log("Creating directories...")
|
| 245 |
+
ensure_dirs()
|
| 246 |
+
|
| 247 |
+
# Step 1: Set up venv (needed before downloading, since we use huggingface_hub)
|
| 248 |
+
log("Setting up Python virtual environment...")
|
| 249 |
+
setup_venv()
|
| 250 |
+
|
| 251 |
+
# Step 2: Install huggingface_hub first (needed for downloads)
|
| 252 |
+
pip = os.path.join(VENV_DIR, "bin", "pip")
|
| 253 |
+
run(f"{pip} install huggingface_hub")
|
| 254 |
+
|
| 255 |
+
# Step 3: Download app code
|
| 256 |
+
if not args.skip_app:
|
| 257 |
+
download_app_code(token)
|
| 258 |
+
else:
|
| 259 |
+
log("Skipping app code download (--skip-app)", "INFO")
|
| 260 |
+
|
| 261 |
+
# Step 4: Install full dependencies
|
| 262 |
+
if not args.skip_deps:
|
| 263 |
+
install_dependencies()
|
| 264 |
+
else:
|
| 265 |
+
log("Skipping dependency installation (--skip-deps)", "INFO")
|
| 266 |
+
|
| 267 |
+
# Step 5: Download models
|
| 268 |
+
if not args.skip_models:
|
| 269 |
+
download_models(token)
|
| 270 |
+
else:
|
| 271 |
+
log("Skipping model downloads (--skip-models)", "INFO")
|
| 272 |
+
|
| 273 |
+
elapsed = time.time() - start_time
|
| 274 |
+
minutes = int(elapsed // 60)
|
| 275 |
+
seconds = int(elapsed % 60)
|
| 276 |
+
|
| 277 |
+
print("")
|
| 278 |
+
print("=" * 60)
|
| 279 |
+
log(f"Setup completed in {minutes}m {seconds}s!", "OK")
|
| 280 |
+
print("=" * 60)
|
| 281 |
+
|
| 282 |
+
# Step 6: Start the app
|
| 283 |
+
if not args.no_start:
|
| 284 |
+
start_app()
|
| 285 |
+
else:
|
| 286 |
+
log("Skipping app start (--no-start). To start manually:", "INFO")
|
| 287 |
+
log(f" bash /workspace/start_app.sh", "INFO")
|
| 288 |
+
|
| 289 |
+
|
| 290 |
+
if __name__ == "__main__":
|
| 291 |
+
main()
|