454 lines
18 KiB
Python
454 lines
18 KiB
Python
import os
|
|
import sys
|
|
import asyncio
|
|
import nodes
|
|
import folder_paths
|
|
import execution
|
|
import uuid
|
|
import json
|
|
import glob
|
|
from PIL import Image
|
|
from io import BytesIO
|
|
|
|
try:
|
|
import aiohttp
|
|
from aiohttp import web
|
|
except ImportError:
|
|
print("Module 'aiohttp' not installed. Please install it via:")
|
|
print("pip install aiohttp")
|
|
print("or")
|
|
print("pip install -r requirements.txt")
|
|
sys.exit()
|
|
|
|
import mimetypes
|
|
from comfy.cli_args import args
|
|
import comfy.utils
|
|
|
|
@web.middleware
|
|
async def cache_control(request: web.Request, handler):
|
|
response: web.Response = await handler(request)
|
|
if request.path.endswith('.js') or request.path.endswith('.css'):
|
|
response.headers.setdefault('Cache-Control', 'no-cache')
|
|
return response
|
|
|
|
def create_cors_middleware(allowed_origin: str):
|
|
@web.middleware
|
|
async def cors_middleware(request: web.Request, handler):
|
|
if request.method == "OPTIONS":
|
|
# Pre-flight request. Reply successfully:
|
|
response = web.Response()
|
|
else:
|
|
response = await handler(request)
|
|
|
|
response.headers['Access-Control-Allow-Origin'] = allowed_origin
|
|
response.headers['Access-Control-Allow-Methods'] = 'POST, GET, DELETE, PUT, OPTIONS'
|
|
response.headers['Access-Control-Allow-Headers'] = 'Content-Type, Authorization'
|
|
response.headers['Access-Control-Allow-Credentials'] = 'true'
|
|
return response
|
|
|
|
return cors_middleware
|
|
|
|
class PromptServer():
|
|
def __init__(self, loop):
|
|
PromptServer.instance = self
|
|
|
|
mimetypes.init();
|
|
mimetypes.types_map['.js'] = 'application/javascript; charset=utf-8'
|
|
self.prompt_queue = None
|
|
self.loop = loop
|
|
self.messages = asyncio.Queue()
|
|
self.number = 0
|
|
|
|
middlewares = [cache_control]
|
|
if args.enable_cors_header:
|
|
middlewares.append(create_cors_middleware(args.enable_cors_header))
|
|
|
|
self.app = web.Application(client_max_size=20971520, middlewares=middlewares)
|
|
self.sockets = dict()
|
|
self.web_root = os.path.join(os.path.dirname(
|
|
os.path.realpath(__file__)), "web")
|
|
routes = web.RouteTableDef()
|
|
self.routes = routes
|
|
self.last_node_id = None
|
|
self.client_id = None
|
|
|
|
@routes.get('/ws')
|
|
async def websocket_handler(request):
|
|
ws = web.WebSocketResponse()
|
|
await ws.prepare(request)
|
|
sid = request.rel_url.query.get('clientId', '')
|
|
if sid:
|
|
# Reusing existing session, remove old
|
|
self.sockets.pop(sid, None)
|
|
else:
|
|
sid = uuid.uuid4().hex
|
|
|
|
self.sockets[sid] = ws
|
|
|
|
try:
|
|
# Send initial state to the new client
|
|
await self.send("status", { "status": self.get_queue_info(), 'sid': sid }, sid)
|
|
# On reconnect if we are the currently executing client send the current node
|
|
if self.client_id == sid and self.last_node_id is not None:
|
|
await self.send("executing", { "node": self.last_node_id }, sid)
|
|
|
|
async for msg in ws:
|
|
if msg.type == aiohttp.WSMsgType.ERROR:
|
|
print('ws connection closed with exception %s' % ws.exception())
|
|
finally:
|
|
self.sockets.pop(sid, None)
|
|
return ws
|
|
|
|
@routes.get("/")
|
|
async def get_root(request):
|
|
return web.FileResponse(os.path.join(self.web_root, "index.html"))
|
|
|
|
@routes.get("/embeddings")
|
|
def get_embeddings(self):
|
|
embeddings = folder_paths.get_filename_list("embeddings")
|
|
return web.json_response(list(map(lambda a: os.path.splitext(a)[0].lower(), embeddings)))
|
|
|
|
@routes.get("/extensions")
|
|
async def get_extensions(request):
|
|
files = glob.glob(os.path.join(self.web_root, 'extensions/**/*.js'), recursive=True)
|
|
return web.json_response(list(map(lambda f: "/" + os.path.relpath(f, self.web_root).replace("\\", "/"), files)))
|
|
|
|
def get_dir_by_type(dir_type):
|
|
if dir_type is None:
|
|
dir_type = "input"
|
|
|
|
if dir_type == "input":
|
|
type_dir = folder_paths.get_input_directory()
|
|
elif dir_type == "temp":
|
|
type_dir = folder_paths.get_temp_directory()
|
|
elif dir_type == "output":
|
|
type_dir = folder_paths.get_output_directory()
|
|
|
|
return type_dir, dir_type
|
|
|
|
def image_upload(post, image_save_function=None):
|
|
image = post.get("image")
|
|
overwrite = post.get("overwrite")
|
|
|
|
image_upload_type = post.get("type")
|
|
upload_dir, image_upload_type = get_dir_by_type(image_upload_type)
|
|
|
|
if image and image.file:
|
|
filename = image.filename
|
|
if not filename:
|
|
return web.Response(status=400)
|
|
|
|
subfolder = post.get("subfolder", "")
|
|
full_output_folder = os.path.join(upload_dir, os.path.normpath(subfolder))
|
|
|
|
if os.path.commonpath((upload_dir, os.path.abspath(full_output_folder))) != upload_dir:
|
|
return web.Response(status=400)
|
|
|
|
if not os.path.exists(full_output_folder):
|
|
os.makedirs(full_output_folder)
|
|
|
|
split = os.path.splitext(filename)
|
|
filepath = os.path.join(full_output_folder, filename)
|
|
|
|
if overwrite is not None and (overwrite == "true" or overwrite == "1"):
|
|
pass
|
|
else:
|
|
i = 1
|
|
while os.path.exists(filepath):
|
|
filename = f"{split[0]} ({i}){split[1]}"
|
|
filepath = os.path.join(full_output_folder, filename)
|
|
i += 1
|
|
|
|
if image_save_function is not None:
|
|
image_save_function(image, post, filepath)
|
|
else:
|
|
with open(filepath, "wb") as f:
|
|
f.write(image.file.read())
|
|
|
|
return web.json_response({"name" : filename, "subfolder": subfolder, "type": image_upload_type})
|
|
else:
|
|
return web.Response(status=400)
|
|
|
|
@routes.post("/upload/image")
|
|
async def upload_image(request):
|
|
post = await request.post()
|
|
return image_upload(post)
|
|
|
|
@routes.post("/upload/mask")
|
|
async def upload_mask(request):
|
|
post = await request.post()
|
|
|
|
def image_save_function(image, post, filepath):
|
|
original_pil = Image.open(post.get("original_image").file).convert('RGBA')
|
|
mask_pil = Image.open(image.file).convert('RGBA')
|
|
|
|
# alpha copy
|
|
new_alpha = mask_pil.getchannel('A')
|
|
original_pil.putalpha(new_alpha)
|
|
original_pil.save(filepath, compress_level=4)
|
|
|
|
return image_upload(post, image_save_function)
|
|
|
|
@routes.get("/view")
|
|
async def view_image(request):
|
|
if "filename" in request.rel_url.query:
|
|
filename = request.rel_url.query["filename"]
|
|
filename,output_dir = folder_paths.annotated_filepath(filename)
|
|
|
|
# validation for security: prevent accessing arbitrary path
|
|
if filename[0] == '/' or '..' in filename:
|
|
return web.Response(status=400)
|
|
|
|
if output_dir is None:
|
|
type = request.rel_url.query.get("type", "output")
|
|
output_dir = folder_paths.get_directory_by_type(type)
|
|
|
|
if output_dir is None:
|
|
return web.Response(status=400)
|
|
|
|
if "subfolder" in request.rel_url.query:
|
|
full_output_dir = os.path.join(output_dir, request.rel_url.query["subfolder"])
|
|
if os.path.commonpath((os.path.abspath(full_output_dir), output_dir)) != output_dir:
|
|
return web.Response(status=403)
|
|
output_dir = full_output_dir
|
|
|
|
filename = os.path.basename(filename)
|
|
file = os.path.join(output_dir, filename)
|
|
|
|
if os.path.isfile(file):
|
|
if 'channel' not in request.rel_url.query:
|
|
channel = 'rgba'
|
|
else:
|
|
channel = request.rel_url.query["channel"]
|
|
|
|
if channel == 'rgb':
|
|
with Image.open(file) as img:
|
|
if img.mode == "RGBA":
|
|
r, g, b, a = img.split()
|
|
new_img = Image.merge('RGB', (r, g, b))
|
|
else:
|
|
new_img = img.convert("RGB")
|
|
|
|
buffer = BytesIO()
|
|
new_img.save(buffer, format='PNG')
|
|
buffer.seek(0)
|
|
|
|
return web.Response(body=buffer.read(), content_type='image/png',
|
|
headers={"Content-Disposition": f"filename=\"{filename}\""})
|
|
|
|
elif channel == 'a':
|
|
with Image.open(file) as img:
|
|
if img.mode == "RGBA":
|
|
_, _, _, a = img.split()
|
|
else:
|
|
a = Image.new('L', img.size, 255)
|
|
|
|
# alpha img
|
|
alpha_img = Image.new('RGBA', img.size)
|
|
alpha_img.putalpha(a)
|
|
alpha_buffer = BytesIO()
|
|
alpha_img.save(alpha_buffer, format='PNG')
|
|
alpha_buffer.seek(0)
|
|
|
|
return web.Response(body=alpha_buffer.read(), content_type='image/png',
|
|
headers={"Content-Disposition": f"filename=\"{filename}\""})
|
|
else:
|
|
return web.FileResponse(file, headers={"Content-Disposition": f"filename=\"{filename}\""})
|
|
|
|
return web.Response(status=404)
|
|
|
|
@routes.get("/view_metadata/{folder_name}")
|
|
async def view_metadata(request):
|
|
folder_name = request.match_info.get("folder_name", None)
|
|
if folder_name is None:
|
|
return web.Response(status=404)
|
|
if not "filename" in request.rel_url.query:
|
|
return web.Response(status=404)
|
|
|
|
filename = request.rel_url.query["filename"]
|
|
if not filename.endswith(".safetensors"):
|
|
return web.Response(status=404)
|
|
|
|
safetensors_path = folder_paths.get_full_path(folder_name, filename)
|
|
if safetensors_path is None:
|
|
return web.Response(status=404)
|
|
out = comfy.utils.safetensors_header(safetensors_path, max_size=1024*1024)
|
|
if out is None:
|
|
return web.Response(status=404)
|
|
dt = json.loads(out)
|
|
if not "__metadata__" in dt:
|
|
return web.Response(status=404)
|
|
return web.json_response(dt["__metadata__"])
|
|
|
|
@routes.get("/prompt")
|
|
async def get_prompt(request):
|
|
return web.json_response(self.get_queue_info())
|
|
|
|
def node_info(node_class):
|
|
obj_class = nodes.NODE_CLASS_MAPPINGS[node_class]
|
|
info = {}
|
|
info['input'] = obj_class.INPUT_TYPES()
|
|
info['output'] = obj_class.RETURN_TYPES
|
|
info['output_is_list'] = obj_class.OUTPUT_IS_LIST if hasattr(obj_class, 'OUTPUT_IS_LIST') else [False] * len(obj_class.RETURN_TYPES)
|
|
info['output_name'] = obj_class.RETURN_NAMES if hasattr(obj_class, 'RETURN_NAMES') else info['output']
|
|
info['name'] = node_class
|
|
info['display_name'] = nodes.NODE_DISPLAY_NAME_MAPPINGS[node_class] if node_class in nodes.NODE_DISPLAY_NAME_MAPPINGS.keys() else node_class
|
|
info['description'] = ''
|
|
info['category'] = 'sd'
|
|
if hasattr(obj_class, 'OUTPUT_NODE') and obj_class.OUTPUT_NODE == True:
|
|
info['output_node'] = True
|
|
else:
|
|
info['output_node'] = False
|
|
|
|
if hasattr(obj_class, 'CATEGORY'):
|
|
info['category'] = obj_class.CATEGORY
|
|
return info
|
|
|
|
@routes.get("/object_info")
|
|
async def get_object_info(request):
|
|
out = {}
|
|
for x in nodes.NODE_CLASS_MAPPINGS:
|
|
out[x] = node_info(x)
|
|
return web.json_response(out)
|
|
|
|
@routes.get("/object_info/{node_class}")
|
|
async def get_object_info_node(request):
|
|
node_class = request.match_info.get("node_class", None)
|
|
out = {}
|
|
if (node_class is not None) and (node_class in nodes.NODE_CLASS_MAPPINGS):
|
|
out[node_class] = node_info(node_class)
|
|
return web.json_response(out)
|
|
|
|
@routes.get("/history")
|
|
async def get_history(request):
|
|
return web.json_response(self.prompt_queue.get_history())
|
|
|
|
@routes.get("/queue")
|
|
async def get_queue(request):
|
|
queue_info = {}
|
|
current_queue = self.prompt_queue.get_current_queue()
|
|
queue_info['queue_running'] = current_queue[0]
|
|
queue_info['queue_pending'] = current_queue[1]
|
|
return web.json_response(queue_info)
|
|
|
|
@routes.post("/prompt")
|
|
async def post_prompt(request):
|
|
print("got prompt")
|
|
resp_code = 200
|
|
out_string = ""
|
|
json_data = await request.json()
|
|
|
|
if "number" in json_data:
|
|
number = float(json_data['number'])
|
|
else:
|
|
number = self.number
|
|
if "front" in json_data:
|
|
if json_data['front']:
|
|
number = -number
|
|
|
|
self.number += 1
|
|
|
|
if "prompt" in json_data:
|
|
prompt = json_data["prompt"]
|
|
valid = execution.validate_prompt(prompt)
|
|
extra_data = {}
|
|
if "extra_data" in json_data:
|
|
extra_data = json_data["extra_data"]
|
|
|
|
if "client_id" in json_data:
|
|
extra_data["client_id"] = json_data["client_id"]
|
|
if valid[0]:
|
|
prompt_id = str(uuid.uuid4())
|
|
outputs_to_execute = valid[2]
|
|
self.prompt_queue.put((number, prompt_id, prompt, extra_data, outputs_to_execute))
|
|
return web.json_response({"prompt_id": prompt_id, "number": number})
|
|
else:
|
|
print("invalid prompt:", valid[1])
|
|
return web.json_response({"error": valid[1], "node_errors": valid[3]}, status=400)
|
|
else:
|
|
return web.json_response({"error": "no prompt", "node_errors": []}, status=400)
|
|
|
|
@routes.post("/queue")
|
|
async def post_queue(request):
|
|
json_data = await request.json()
|
|
if "clear" in json_data:
|
|
if json_data["clear"]:
|
|
self.prompt_queue.wipe_queue()
|
|
if "delete" in json_data:
|
|
to_delete = json_data['delete']
|
|
for id_to_delete in to_delete:
|
|
delete_func = lambda a: a[1] == id_to_delete
|
|
self.prompt_queue.delete_queue_item(delete_func)
|
|
|
|
return web.Response(status=200)
|
|
|
|
@routes.post("/interrupt")
|
|
async def post_interrupt(request):
|
|
nodes.interrupt_processing()
|
|
return web.Response(status=200)
|
|
|
|
@routes.post("/history")
|
|
async def post_history(request):
|
|
json_data = await request.json()
|
|
if "clear" in json_data:
|
|
if json_data["clear"]:
|
|
self.prompt_queue.wipe_history()
|
|
if "delete" in json_data:
|
|
to_delete = json_data['delete']
|
|
for id_to_delete in to_delete:
|
|
self.prompt_queue.delete_history_item(id_to_delete)
|
|
|
|
return web.Response(status=200)
|
|
|
|
def add_routes(self):
|
|
self.app.add_routes(self.routes)
|
|
self.app.add_routes([
|
|
web.static('/', self.web_root, follow_symlinks=True),
|
|
])
|
|
|
|
def get_queue_info(self):
|
|
prompt_info = {}
|
|
exec_info = {}
|
|
exec_info['queue_remaining'] = self.prompt_queue.get_tasks_remaining()
|
|
prompt_info['exec_info'] = exec_info
|
|
return prompt_info
|
|
|
|
async def send(self, event, data, sid=None):
|
|
message = {"type": event, "data": data}
|
|
|
|
if isinstance(message, str) == False:
|
|
message = json.dumps(message)
|
|
|
|
if sid is None:
|
|
for ws in self.sockets.values():
|
|
await ws.send_str(message)
|
|
elif sid in self.sockets:
|
|
await self.sockets[sid].send_str(message)
|
|
|
|
def send_sync(self, event, data, sid=None):
|
|
self.loop.call_soon_threadsafe(
|
|
self.messages.put_nowait, (event, data, sid))
|
|
|
|
def queue_updated(self):
|
|
self.send_sync("status", { "status": self.get_queue_info() })
|
|
|
|
async def publish_loop(self):
|
|
while True:
|
|
msg = await self.messages.get()
|
|
await self.send(*msg)
|
|
|
|
async def start(self, address, port, verbose=True, call_on_start=None):
|
|
runner = web.AppRunner(self.app)
|
|
await runner.setup()
|
|
site = web.TCPSite(runner, address, port)
|
|
await site.start()
|
|
|
|
if address == '':
|
|
address = '0.0.0.0'
|
|
if verbose:
|
|
print("Starting server\n")
|
|
print("To see the GUI go to: http://{}:{}".format(address, port))
|
|
if call_on_start is not None:
|
|
call_on_start(address, port)
|
|
|