mirror of
https://git.datalinker.icu/comfyanonymous/ComfyUI
synced 2026-11-13 01:17:00 +08:00
add type hints to server.py
This commit is contained in:
Philipp
parent
24c986ecf0
commit
5049aba2a8
175
server.py
175
server.py
@ -1,7 +1,13 @@
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from __future__ import annotations
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import os
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import sys
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import asyncio
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import traceback
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from asyncio import AbstractEventLoop
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from collections.abc import Callable
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from enum import Enum
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from typing import TYPE_CHECKING, Any
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import nodes
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import folder_paths
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@ -12,9 +18,14 @@ import json
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import glob
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import struct
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import ssl
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from PIL import Image, ImageOps
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import hashlib
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import PIL
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from PIL import ImageOps
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from PIL.Image import Image
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from PIL.PngImagePlugin import PngInfo
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from io import BytesIO
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from aiohttp.typedefs import Handler, Middleware
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from multidict import MultiDictProxy
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import aiohttp
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from aiohttp import web
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@ -30,26 +41,41 @@ from app.user_manager import UserManager
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from model_filemanager import download_model, DownloadModelStatus
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from typing import Optional
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class BinaryEventTypes:
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if TYPE_CHECKING:
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from execution import PromptQueue
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class BinaryEventTypes(Enum):
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PREVIEW_IMAGE = 1
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UNENCODED_PREVIEW_IMAGE = 2
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async def send_socket_catch_exception(function, message):
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class DirType(Enum):
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input = 0
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temp = 1
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output = 2
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@staticmethod
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def from_str(name: str | None) -> DirType | None:
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if name is None:
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return None
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return DirType[name]
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async def send_socket_catch_exception(function: Callable[[Any], Any], message: Any) -> None:
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try:
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await function(message)
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except (aiohttp.ClientError, aiohttp.ClientPayloadError, ConnectionResetError) as err:
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logging.warning("send error: {}".format(err))
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@web.middleware
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async def cache_control(request: web.Request, handler):
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response: web.Response = await handler(request)
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async def cache_control(request: web.Request, handler: Handler) -> web.StreamResponse:
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response = await handler(request)
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if request.path.endswith('.js') or request.path.endswith('.css'):
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response.headers.setdefault('Cache-Control', 'no-cache')
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return response
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def create_cors_middleware(allowed_origin: str):
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def create_cors_middleware(allowed_origin: str) -> Middleware:
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@web.middleware
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async def cors_middleware(request: web.Request, handler):
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async def cors_middleware(request: web.Request, handler: Handler) -> web.Response:
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if request.method == "OPTIONS":
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# Pre-flight request. Reply successfully:
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response = web.Response()
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@ -65,7 +91,7 @@ def create_cors_middleware(allowed_origin: str):
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return cors_middleware
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class PromptServer():
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def __init__(self, loop):
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def __init__(self, loop: AbstractEventLoop):
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PromptServer.instance = self
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mimetypes.init()
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@ -73,20 +99,20 @@ class PromptServer():
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self.user_manager = UserManager()
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self.supports = ["custom_nodes_from_web"]
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self.prompt_queue = None
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self.prompt_queue: PromptQueue | None = None
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self.loop = loop
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self.messages = asyncio.Queue()
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self.client_session:Optional[aiohttp.ClientSession] = None
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self.number = 0
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middlewares = [cache_control]
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middlewares: list[Middleware] = [cache_control]
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if args.enable_cors_header:
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middlewares.append(create_cors_middleware(args.enable_cors_header))
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max_upload_size = round(args.max_upload_size * 1024 * 1024)
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self.app = web.Application(client_max_size=max_upload_size, middlewares=middlewares)
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self.sockets = dict()
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self.web_root = (
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self.sockets: dict[str, web.WebSocketResponse] = dict()
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self.web_root: str = (
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FrontendManager.init_frontend(args.front_end_version)
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if args.front_end_root is None
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else args.front_end_root
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@ -95,12 +121,13 @@ class PromptServer():
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routes = web.RouteTableDef()
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self.routes = routes
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self.last_node_id = None
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self.client_id = None
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self.client_id: str | None = None
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self.last_prompt_id: str | None = None
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self.on_prompt_handlers = []
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@routes.get('/ws')
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async def websocket_handler(request):
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async def websocket_handler(request: web.Request) -> web.WebSocketResponse:
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ws = web.WebSocketResponse()
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await ws.prepare(request)
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sid = request.rel_url.query.get('clientId', '')
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@ -127,7 +154,7 @@ class PromptServer():
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return ws
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@routes.get("/")
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async def get_root(request):
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async def get_root(request: web.Request) -> web.FileResponse:
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response = web.FileResponse(os.path.join(self.web_root, "index.html"))
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response.headers['Cache-Control'] = 'no-cache'
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response.headers["Pragma"] = "no-cache"
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@ -135,12 +162,12 @@ class PromptServer():
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return response
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@routes.get("/embeddings")
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def get_embeddings(self):
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def get_embeddings(request: web.Request) -> web.Response:
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embeddings = folder_paths.get_filename_list("embeddings")
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return web.json_response(list(map(lambda a: os.path.splitext(a)[0], embeddings)))
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@routes.get("/extensions")
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async def get_extensions(request):
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async def get_extensions(request: web.Request) -> web.Response:
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files = glob.glob(os.path.join(
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glob.escape(self.web_root), 'extensions/**/*.js'), recursive=True)
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@ -153,20 +180,22 @@ class PromptServer():
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return web.json_response(extensions)
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def get_dir_by_type(dir_type):
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def get_dir_by_type(dir_type: DirType | None) -> tuple[str, DirType]:
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if dir_type is None:
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dir_type = "input"
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dir_type = DirType.input
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if dir_type == "input":
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if dir_type == DirType.input:
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type_dir = folder_paths.get_input_directory()
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elif dir_type == "temp":
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elif dir_type == DirType.temp:
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type_dir = folder_paths.get_temp_directory()
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elif dir_type == "output":
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elif dir_type == DirType.output:
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type_dir = folder_paths.get_output_directory()
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else:
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raise ValueError("Unknown dir type")
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return type_dir, dir_type
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def compare_image_hash(filepath, image):
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def compare_image_hash(filepath: str, image: web.FileField) -> bool:
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hasher = node_helpers.hasher()
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# function to compare hashes of two images to see if it already exists, fix to #3465
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@ -181,12 +210,14 @@ class PromptServer():
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return a.hexdigest() == b.hexdigest()
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return False
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def image_upload(post, image_save_function=None):
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def image_upload(
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post: MultiDictProxy[str | bytes | web.FileField],
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image_save_function: Callable[[web.FileField, MultiDictProxy[str | bytes | web.FileField], str], web.Response] | None=None) -> web.Response:
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image = post.get("image")
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overwrite = post.get("overwrite")
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image_is_duplicate = False
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image_upload_type = post.get("type")
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image_upload_type = DirType.from_str(post.get("type"))
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upload_dir, image_upload_type = get_dir_by_type(image_upload_type)
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if image and image.file:
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@ -225,21 +256,21 @@ class PromptServer():
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with open(filepath, "wb") as f:
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f.write(image.file.read())
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return web.json_response({"name" : filename, "subfolder": subfolder, "type": image_upload_type})
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return web.json_response({"name" : filename, "subfolder": subfolder, "type": image_upload_type.name})
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else:
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return web.Response(status=400)
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@routes.post("/upload/image")
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async def upload_image(request):
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async def upload_image(request: web.Request) -> web.Response:
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post = await request.post()
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return image_upload(post)
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@routes.post("/upload/mask")
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async def upload_mask(request):
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async def upload_mask(request: web.Request) -> web.Response:
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post = await request.post()
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def image_save_function(image, post, filepath):
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def image_save_function(image: web.FileField, post: MultiDictProxy[str | bytes | web.FileField], filepath: str) -> web.Response:
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original_ref = json.loads(post.get("original_ref"))
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filename, output_dir = folder_paths.annotated_filepath(original_ref['filename'])
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@ -263,13 +294,13 @@ class PromptServer():
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file = os.path.join(output_dir, filename)
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if os.path.isfile(file):
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with Image.open(file) as original_pil:
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with PIL.Image.open(file) as original_pil:
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metadata = PngInfo()
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if hasattr(original_pil,'text'):
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for key in original_pil.text:
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metadata.add_text(key, original_pil.text[key])
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original_pil = original_pil.convert('RGBA')
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mask_pil = Image.open(image.file).convert('RGBA')
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mask_pil = PIL.Image.open(image.file).convert('RGBA')
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# alpha copy
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new_alpha = mask_pil.getchannel('A')
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@ -279,7 +310,7 @@ class PromptServer():
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return image_upload(post, image_save_function)
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@routes.get("/view")
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async def view_image(request):
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async def view_image(request: web.Request) -> web.StreamResponse:
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if "filename" in request.rel_url.query:
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filename = request.rel_url.query["filename"]
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filename,output_dir = folder_paths.annotated_filepath(filename)
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@ -306,7 +337,7 @@ class PromptServer():
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if os.path.isfile(file):
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if 'preview' in request.rel_url.query:
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with Image.open(file) as img:
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with PIL.Image.open(file) as img:
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preview_info = request.rel_url.query['preview'].split(';')
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image_format = preview_info[0]
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if image_format not in ['webp', 'jpeg'] or 'a' in request.rel_url.query.get('channel', ''):
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@ -331,10 +362,10 @@ class PromptServer():
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channel = request.rel_url.query["channel"]
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if channel == 'rgb':
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with Image.open(file) as img:
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with PIL.Image.open(file) as img:
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if img.mode == "RGBA":
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r, g, b, a = img.split()
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new_img = Image.merge('RGB', (r, g, b))
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new_img = PIL.Image.merge('RGB', (r, g, b))
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else:
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new_img = img.convert("RGB")
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@ -346,14 +377,14 @@ class PromptServer():
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headers={"Content-Disposition": f"filename=\"{filename}\""})
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elif channel == 'a':
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with Image.open(file) as img:
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with PIL.Image.open(file) as img:
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if img.mode == "RGBA":
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_, _, _, a = img.split()
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else:
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a = Image.new('L', img.size, 255)
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a = PIL.Image.new('L', img.size, 255)
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# alpha img
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alpha_img = Image.new('RGBA', img.size)
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alpha_img = PIL.Image.new('RGBA', img.size)
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alpha_img.putalpha(a)
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alpha_buffer = BytesIO()
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alpha_img.save(alpha_buffer, format='PNG')
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@ -367,8 +398,8 @@ class PromptServer():
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return web.Response(status=404)
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@routes.get("/view_metadata/{folder_name}")
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async def view_metadata(request):
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folder_name = request.match_info.get("folder_name", None)
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async def view_metadata(request: web.Request) -> web.Response:
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folder_name: str | None = request.match_info.get("folder_name", None)
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if folder_name is None:
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return web.Response(status=404)
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if not "filename" in request.rel_url.query:
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@ -390,7 +421,7 @@ class PromptServer():
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return web.json_response(dt["__metadata__"])
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@routes.get("/system_stats")
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async def get_queue(request):
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async def get_queue(request: web.Request) -> web.Response:
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device = comfy.model_management.get_torch_device()
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device_name = comfy.model_management.get_torch_device_name(device)
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vram_total, torch_vram_total = comfy.model_management.get_total_memory(device, torch_total_too=True)
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@ -416,7 +447,7 @@ class PromptServer():
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return web.json_response(system_stats)
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@routes.get("/prompt")
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async def get_prompt(request):
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async def get_prompt(request: web.Request) -> web.Response:
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return web.json_response(self.get_queue_info())
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def node_info(node_class):
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@ -444,7 +475,7 @@ class PromptServer():
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return info
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@routes.get("/object_info")
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async def get_object_info(request):
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async def get_object_info(request: web.Request) -> web.Response:
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out = {}
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for x in nodes.NODE_CLASS_MAPPINGS:
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try:
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@ -455,7 +486,7 @@ class PromptServer():
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return web.json_response(out)
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@routes.get("/object_info/{node_class}")
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async def get_object_info_node(request):
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async def get_object_info_node(request: web.Request) -> web.Response:
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node_class = request.match_info.get("node_class", None)
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out = {}
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if (node_class is not None) and (node_class in nodes.NODE_CLASS_MAPPINGS):
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@ -463,19 +494,19 @@ class PromptServer():
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return web.json_response(out)
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@routes.get("/history")
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async def get_history(request):
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async def get_history(request: web.Request) -> web.Response:
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max_items = request.rel_url.query.get("max_items", None)
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if max_items is not None:
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max_items = int(max_items)
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return web.json_response(self.prompt_queue.get_history(max_items=max_items))
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@routes.get("/history/{prompt_id}")
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async def get_history(request):
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async def get_history(request: web.Request) -> web.Response:
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prompt_id = request.match_info.get("prompt_id", None)
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return web.json_response(self.prompt_queue.get_history(prompt_id=prompt_id))
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@routes.get("/queue")
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async def get_queue(request):
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async def get_queue(request: web.Request) -> web.Response:
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queue_info = {}
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current_queue = self.prompt_queue.get_current_queue()
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queue_info['queue_running'] = current_queue[0]
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@ -483,7 +514,7 @@ class PromptServer():
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return web.json_response(queue_info)
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@routes.post("/prompt")
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async def post_prompt(request):
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async def post_prompt(request: web.Request) -> web.Response:
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logging.info("got prompt")
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resp_code = 200
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out_string = ""
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@ -522,7 +553,7 @@ class PromptServer():
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return web.json_response({"error": "no prompt", "node_errors": []}, status=400)
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@routes.post("/queue")
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async def post_queue(request):
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async def post_queue(request: web.Request) -> web.Response:
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json_data = await request.json()
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if "clear" in json_data:
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if json_data["clear"]:
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@ -536,12 +567,12 @@ class PromptServer():
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return web.Response(status=200)
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@routes.post("/interrupt")
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async def post_interrupt(request):
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async def post_interrupt(request: web.Request) -> web.Response:
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nodes.interrupt_processing()
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return web.Response(status=200)
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@routes.post("/free")
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async def post_free(request):
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async def post_free(request: web.Request) -> web.Response:
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json_data = await request.json()
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unload_models = json_data.get("unload_models", False)
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free_memory = json_data.get("free_memory", False)
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@ -552,7 +583,7 @@ class PromptServer():
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return web.Response(status=200)
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@routes.post("/history")
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async def post_history(request):
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async def post_history(request: web.Request) -> web.Response:
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json_data = await request.json()
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if "clear" in json_data:
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if json_data["clear"]:
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@ -584,7 +615,7 @@ class PromptServer():
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if session is None:
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logging.error("Client session is not initialized")
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return web.Response(status=500)
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task = asyncio.create_task(download_model(lambda url: session.get(url), model_filename, url, model_directory, report_progress, progress_interval))
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await task
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@ -594,7 +625,7 @@ class PromptServer():
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timeout = aiohttp.ClientTimeout(total=None) # no timeout
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self.client_session = aiohttp.ClientSession(timeout=timeout)
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def add_routes(self):
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def add_routes(self) -> None:
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self.user_manager.add_routes(self.routes)
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# Prefix every route with /api for easier matching for delegation.
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@ -620,14 +651,14 @@ class PromptServer():
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web.static('/', self.web_root),
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])
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def get_queue_info(self):
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def get_queue_info(self) -> dict[str, any]:
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prompt_info = {}
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exec_info = {}
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exec_info['queue_remaining'] = self.prompt_queue.get_tasks_remaining()
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prompt_info['exec_info'] = exec_info
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return prompt_info
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async def send(self, event, data, sid=None):
|
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async def send(self, event: BinaryEventTypes | str, data: tuple[str, Image, int] | bytes | bytearray | dict, sid: str | None=None):
|
||||
if event == BinaryEventTypes.UNENCODED_PREVIEW_IMAGE:
|
||||
await self.send_image(data, sid=sid)
|
||||
elif isinstance(data, (bytes, bytearray)):
|
||||
@ -635,24 +666,24 @@ class PromptServer():
|
||||
else:
|
||||
await self.send_json(event, data, sid)
|
||||
|
||||
def encode_bytes(self, event, data):
|
||||
if not isinstance(event, int):
|
||||
raise RuntimeError(f"Binary event types must be integers, got {event}")
|
||||
def encode_bytes(self, event: BinaryEventTypes, data: bytes | bytearray):
|
||||
if not isinstance(event, BinaryEventTypes):
|
||||
raise RuntimeError(f"Binary event types must be BinaryEventTypes, got {event}")
|
||||
|
||||
packed = struct.pack(">I", event)
|
||||
message = bytearray(packed)
|
||||
message.extend(data)
|
||||
return message
|
||||
|
||||
async def send_image(self, image_data, sid=None):
|
||||
image_type = image_data[0]
|
||||
image = image_data[1]
|
||||
max_size = image_data[2]
|
||||
async def send_image(self, image_data: tuple[str, Image, int] | None, sid: str | None=None) -> None:
|
||||
image_type: str = image_data[0]
|
||||
image: Image = image_data[1]
|
||||
max_size: int = image_data[2]
|
||||
if max_size is not None:
|
||||
if hasattr(Image, 'Resampling'):
|
||||
resampling = Image.Resampling.BILINEAR
|
||||
if hasattr(PIL.Image, 'Resampling'):
|
||||
resampling = PIL.Image.Resampling.BILINEAR
|
||||
else:
|
||||
resampling = Image.ANTIALIAS
|
||||
resampling = PIL.Image.ANTIALIAS
|
||||
|
||||
image = ImageOps.contain(image, (max_size, max_size), resampling)
|
||||
type_num = 1
|
||||
@ -668,7 +699,7 @@ class PromptServer():
|
||||
preview_bytes = bytesIO.getvalue()
|
||||
await self.send_bytes(BinaryEventTypes.PREVIEW_IMAGE, preview_bytes, sid=sid)
|
||||
|
||||
async def send_bytes(self, event, data, sid=None):
|
||||
async def send_bytes(self, event: BinaryEventTypes, data: bytes | bytearray, sid: str | None=None) -> None:
|
||||
message = self.encode_bytes(event, data)
|
||||
|
||||
if sid is None:
|
||||
@ -678,7 +709,7 @@ class PromptServer():
|
||||
elif sid in self.sockets:
|
||||
await send_socket_catch_exception(self.sockets[sid].send_bytes, message)
|
||||
|
||||
async def send_json(self, event, data, sid=None):
|
||||
async def send_json(self, event, data: dict, sid: str | None=None) -> None:
|
||||
message = {"type": event, "data": data}
|
||||
|
||||
if sid is None:
|
||||
@ -688,19 +719,19 @@ class PromptServer():
|
||||
elif sid in self.sockets:
|
||||
await send_socket_catch_exception(self.sockets[sid].send_json, message)
|
||||
|
||||
def send_sync(self, event, data, sid=None):
|
||||
def send_sync(self, event: BinaryEventTypes | str, data: tuple[str, Image, int] | bytes | bytearray | dict, sid: str | None=None) -> None:
|
||||
self.loop.call_soon_threadsafe(
|
||||
self.messages.put_nowait, (event, data, sid))
|
||||
|
||||
def queue_updated(self):
|
||||
def queue_updated(self) -> None:
|
||||
self.send_sync("status", { "status": self.get_queue_info() })
|
||||
|
||||
async def publish_loop(self):
|
||||
async def publish_loop(self) -> None:
|
||||
while True:
|
||||
msg = await self.messages.get()
|
||||
await self.send(*msg)
|
||||
|
||||
async def start(self, address, port, verbose=True, call_on_start=None):
|
||||
async def start(self, address: str, port: int, verbose=True, call_on_start: Callable[[str, str, int], None] | None=None):
|
||||
runner = web.AppRunner(self.app, access_log=None)
|
||||
await runner.setup()
|
||||
ssl_ctx = None
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user