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require_nodes.py
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174 lines (156 loc) · 5.92 KB
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import os
from tqdm import tqdm
from server import PromptServer
from folder_paths import models_dir, get_filename_list
from .comfy_agent_node import download_model, install_custom_node, install_pip_package
g_logger_prefix = "[comfy-agent/requires]"
def _log(message):
print(f"{g_logger_prefix} {message}")
def model_folders():
return immediate_folders(models_dir)
def immediate_folders(directory_path):
"""
Returns a list of folders up to 2 levels deep in the specified directory.
"""
folders = []
for d in os.listdir(directory_path):
if os.path.isdir(os.path.join(directory_path, d)):
name = os.path.basename(d)
if name.startswith('.'):
continue
folders.append(d)
for sd in os.listdir(os.path.join(directory_path, d)):
if os.path.isdir(os.path.join(directory_path, d, sd)):
name = os.path.basename(sd)
if name.startswith('.'):
continue
folders.append(os.path.join(d, sd))
return folders
def filename_list(folder_name):
try:
return get_filename_list(folder_name)
except:
return []
class RequiresAssetNode:
NODE_NAME = "RequiresAsset"
RETURN_TYPES = ()
OUTPUT_NODE = True
FUNCTION = "download"
CATEGORY = "comfy_agent"
def __init__(self):
self.status = "Idle"
self.progress = 0.0
self.node_id = None
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"url": ("STRING", {"multiline": False, "default": ""}),
"save_to": (model_folders(), { "default": "checkpoints" }),
"filename": ("STRING", {"multiline": False, "default": "sdxl_lightning_4step.safetensors"}),
},
"optional": {
"token": ("STRING", { "default": "", "multiline": False, "password": True }),
},
"hidden": {
"node_id": "UNIQUE_ID",
"checkpoints": (filename_list("checkpoints"),),
"clip": (filename_list("clip"),),
"clip_vision": (filename_list("clip_vision"),),
"configs": (filename_list("configs"),),
"controlnet": (filename_list("controlnet"),),
"diffusers": (filename_list("diffusers"),),
"diffusion_models": (filename_list("diffusion_models"),),
"embeddings": (filename_list("embeddings"),),
"gligen": (filename_list("gligen"),),
"hypernetworks": (filename_list("hypernetworks"),),
"loras": (filename_list("loras"),),
"photomaker": (filename_list("photomaker"),),
"style_models": (filename_list("style_models"),),
"upscale_models": (filename_list("upscale_models"),),
"vae": (filename_list("vae"),),
"vae_approx": (filename_list("vae_approx"),),
"ultralytics": (filename_list("ultralytics"),),
"sams": (filename_list("sams"),),
}
}
def download(self, url, save_to, filename, node_id, token=""):
if token:
url = token + '@' + url
with tqdm(total=1, unit='iB', unit_scale=True, desc=filename) as pbar:
download_model(os.path.join(save_to, filename), url,
progress_callback=lambda file_name, partial_size, total_size:
self.update_progress(node_id, pbar, partial_size, total_size))
return ()
def update_progress(self, node_id, pbar, partial_size, total_size):
# handle incorrect reporting
min_size = min(partial_size, total_size)
max_size = max(partial_size, total_size)
progress = int((min_size/max_size) * 100)
pbar.update(progress)
PromptServer.instance.send_sync("progress", {
"node": node_id,
"value": progress,
"max": 100
})
class RequiresCustomNode:
NODE_NAME = "RequiresCustomNode"
RETURN_TYPES = ()
OUTPUT_NODE = True
FUNCTION = "download"
CATEGORY = "comfy_agent"
def __init__(self):
self.status = "Idle"
self.progress = 0.0
self.node_id = None
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"repo": ("STRING", {"multiline": False, "default": ""}),
},
"hidden": {
"node_id": "UNIQUE_ID"
}
}
def download(self, repo, node_id):
# prepend https://github.com/ if not already present
if not repo.startswith("http"):
repo = f"https://github.com/{repo}"
install_custom_node(repo)
return ()
class RequiresPipPackage:
NODE_NAME = "RequiresPipPackage"
RETURN_TYPES = ()
OUTPUT_NODE = True
FUNCTION = "download"
CATEGORY = "comfy_agent"
def __init__(self):
self.status = "Idle"
self.progress = 0.0
self.node_id = None
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"package": ("STRING", {"multiline": False, "default": ""}),
},
"hidden": {
"node_id": "UNIQUE_ID"
}
}
def download(self, package, node_id, version=""):
install_pip_package(package)
return ()
# --- ComfyUI Registration ---
class RegisterRequireNodes:
NODE_CLASS_MAPPINGS = {
RequiresAssetNode.NODE_NAME: RequiresAssetNode,
RequiresCustomNode.NODE_NAME: RequiresCustomNode,
RequiresPipPackage.NODE_NAME: RequiresPipPackage,
}
NODE_DISPLAY_NAME_MAPPINGS = {
RequiresAssetNode.NODE_NAME: "Requires Asset",
RequiresCustomNode.NODE_NAME: "Requires Custom Node",
RequiresPipPackage.NODE_NAME: "Requires PIP Package",
}