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import os
# Define paths
BASE_PATH = "./ComfyUI"
MODEL_PATH = os.path.join(BASE_PATH, "models")
CACHE_PATH = "/workspace/huggingface_cache"
os.environ["HF_HOME"] = CACHE_PATH
os.makedirs(CACHE_PATH, exist_ok=True)
def run_command(command):
"""Run a shell command using os.system() (simpler than subprocess)."""
print(f"π Running: {command}")
exit_code = os.system(command)
if exit_code != 0:
print(f"β Command failed: {command} (Exit Code: {exit_code})")
exit(1) # Exit on failure
def install_dependencies():
"""Install system dependencies and Python packages."""
print("π¦ Installing dependencies...")
# run_command("apt-get update && apt-get install -y git wget curl libgl1-mesa-glx libglib2.0-0 tmux emacs git-lfs")
run_command("pip install --upgrade pip")
run_command("pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu124")
run_command("pip install xformers --index-url https://download.pytorch.org/whl/cu124")
run_command("pip install -r requirements.txt")
print("β
Dependencies installed.")
def manage_git_repo(repo_url, install_path, requirements=False, submodules=False):
"""Clone or update a git repository and handle its dependencies.
Args:
repo_url: URL of the git repository
install_path: Where to install/update the repository
requirements: Whether to install requirements.txt
submodules: Whether to update git submodules
"""
if not os.path.exists(install_path) or not os.path.isdir(install_path) or not os.path.exists(
os.path.join(install_path, ".git")):
print(f"π Cloning {os.path.basename(install_path)}...")
run_command(f"git clone {repo_url} {install_path}")
else:
print(f"π {os.path.basename(install_path)} exists. Checking for updates...")
# Change to repo directory and update
os.chdir(install_path)
run_command("git pull")
if submodules:
run_command("git submodule update --init --recursive")
if requirements:
run_command("python -m pip install -r requirements.txt")
print(f"β
{os.path.basename(install_path)} installed and updated.")
def install_comfyui():
"""Clone and set up ComfyUI if not already installed."""
manage_git_repo(
"https://github.com/comfyanonymous/ComfyUI.git",
BASE_PATH,
requirements=True
)
def download_huggingface_models():
"""Download required models from Hugging Face."""
from huggingface_hub import hf_hub_download
hf_models = [
{"repo_id": "black-forest-labs/FLUX.1-dev", "filename": "flux1-dev.safetensors", "folder": "unet"},
{"repo_id": "black-forest-labs/FLUX.1-dev", "filename": "ae.safetensors", "folder": "vae"},
{"repo_id": "Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro", "filename": "diffusion_pytorch_model.safetensors",
"folder": "controlnet"},
{"repo_id": "guozinan/PuLID", "filename": "pulid_flux_v0.9.1.safetensors", "folder": "pulid"},
{"repo_id": "comfyanonymous/flux_text_encoders", "filename": "t5xxl_fp16.safetensors", "folder": "text_encoders"},
{"repo_id": "comfyanonymous/flux_text_encoders", "filename": "clip_l.safetensors", "folder": "text_encoders"},
]
# Dictionary mapping repo_ids to specific filenames
filename_mappings = {
"Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro": "Flux_Dev_ControlNet_Union_Pro_ShakkerLabs.safetensors",
}
for model in hf_models:
try:
model_path = hf_hub_download(
repo_id=model["repo_id"],
filename=model["filename"],
cache_dir=CACHE_PATH,
repo_type=model.get("repo_type", "model")
)
target_dir = os.path.join(MODEL_PATH, model["folder"])
os.makedirs(target_dir, exist_ok=True)
# Use mapping if it exists, otherwise use original filename
file_name_only = filename_mappings.get(model["repo_id"], os.path.basename(model["filename"]))
target_path = os.path.join(target_dir, file_name_only)
if not os.path.exists(target_path):
os.symlink(model_path, target_path)
print(f"β
Linked: {file_name_only}")
else:
print(f"β
Already exists: {file_name_only}")
except Exception as e:
print(f"β Failed to download {model['filename']}: {e}")
def download_and_extract_antelopev2():
"""Download and extract AntelopeV2 model for insightface."""
import zipfile, requests
base_path = os.path.join(BASE_PATH, "models/insightface/models")
download_url = "https://huggingface.co/MonsterMMORPG/tools/resolve/main/antelopev2.zip"
zip_path = os.path.join(base_path, "antelopev2.zip")
extract_path = os.path.join(base_path, "antelopev2")
os.makedirs(base_path, exist_ok=True)
if not os.path.exists(extract_path):
print(f"π₯ Downloading AntelopeV2 model...")
try:
response = requests.get(download_url, stream=True)
response.raise_for_status()
with open(zip_path, "wb") as file:
for chunk in response.iter_content(chunk_size=8192):
file.write(chunk)
print("β
Download complete.")
print("π Extracting AntelopeV2 model...")
with zipfile.ZipFile(zip_path, "r") as zip_ref:
zip_ref.extractall(base_path)
print("β
Extraction complete.")
os.remove(zip_path)
print("ποΈ Cleaned up ZIP file.")
except Exception as e:
print(f"β Failed to download/extract AntelopeV2: {e}")
else:
print("β
AntelopeV2 model already exists")
def install_custom_nodes():
"""Install all custom nodes for ComfyUI."""
# List of custom nodes to install via comfy node install
custom_nodes = [
"comfyui_essentials",
"comfyui-detail-daemon",
"comfyui-advancedliveportrait",
"comfyui-impact-pack",
"comfyui-custom-scripts",
"rgthree-comfy",
"comfyui-easy-use",
"comfyui-florence2",
"comfyui-kjnodes",
"cg-use-everywhere",
"comfyui-impact-subpack",
"pulid_comfyui",
"comfyui_pulid_flux_ll",
"comfyui_birefnet_ll",
"comfyui_controlnet_aux"
]
os.chdir(BASE_PATH)
# First update all existing nodes
run_command("comfy node update all")
# Then install any missing nodes
for node in custom_nodes:
run_command(f"comfy node install {node}")
print("β
Installed and updated all ComfyUI registry nodes.")
# List of custom nodes to install from git
custom_nodes_git = [
{
"repo": "https://github.com/WASasquatch/was-node-suite-comfyui.git",
"name": "was-node-suite-comfyui",
"requirements": True
},
{
"repo": "https://github.com/ssitu/ComfyUI_UltimateSDUpscale.git",
"name": "ComfyUI_UltimateSDUpscale",
"submodules": True
},
{
"repo": "https://github.com/huanngzh/ComfyUI-MVAdapter",
"name": "ComfyUI-MVAdapter",
"requirements": True
},
{
"repo": "https://github.com/sipie800/ComfyUI-PuLID-Flux-Enhanced.git",
"name": "ComfyUI-PuLID-Flux-Enhanced",
"requirements": True
},
{
"repo": "https://github.com/liusida/ComfyUI-AutoCropFaces.git",
"name": "ComfyUI-AutoCropFaces",
"submodules": True
},
{
"repo": "https://github.com/giriss/comfy-image-saver.git",
"name": "comfy-image-saver",
"requirements": True
},
{
"repo": "https://github.com/spacepxl/ComfyUI-Image-Filters.git",
"name": "ComfyUI-Image-Filters",
"requirements": True
},
{
"repo": "https://github.com/pydn/ComfyUI-to-Python-Extension.git",
"name": "ComfyUI-to-Python-Extension",
"requirements": True
},
{
"repo": "https://github.com/Limitex/ComfyUI-Diffusers.git",
"name": "ComfyUI-Diffusers",
"requirements": True,
"post_install": [
"git clone https://github.com/cumulo-autumn/StreamDiffusion.git",
"python -m streamdiffusion.tools.install-tensorrt"
]
},
{
"repo": "https://github.com/Vaibhavs10/ComfyUI-DDUF.git",
"name": "ComfyUI-DDUF",
"requirements": True
},
{
"repo": "https://github.com/Chaoses-Ib/ComfyScript.git",
"name": "ComfyScript",
"post_install": [
"python -m pip install -e \".[default]\""
]
}
]
# Install nodes from git
os.chdir(os.path.join(BASE_PATH, "custom_nodes"))
for node in custom_nodes_git:
repo_name = node["name"]
repo_path = os.path.join(BASE_PATH, "custom_nodes", repo_name)
manage_git_repo(
node["repo"],
repo_path,
requirements=node.get("requirements", False),
submodules=node.get("submodules", False)
)
# Handle any post-install commands
if "post_install" in node:
os.chdir(repo_path)
for command in node["post_install"]:
run_command(command)
def install_comfyui_manager():
"""Install ComfyUI Manager."""
manager_path = os.path.join(BASE_PATH, "custom_nodes", "ComfyUI-Manager")
manage_git_repo(
"https://github.com/ltdrdata/ComfyUI-Manager",
manager_path,
requirements=True
)
if __name__ == "__main__":
# install_dependencies()
install_comfyui()
install_comfyui_manager()
# download_huggingface_models()
# install_custom_nodes()
print("π Setup Complete! Run `run.py` to start ComfyUI.")
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