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25 changed files with 532 additions and 2375 deletions
+1 -11
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@@ -8,16 +8,6 @@ class ComfyUIDeployExternalBoolean:
{"multiline": False, "default": "input_bool"},
),
"default_value": ("BOOLEAN", {"default": False})
},
"optional": {
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
),
}
}
@@ -26,7 +16,7 @@ class ComfyUIDeployExternalBoolean:
FUNCTION = "run"
def run(self, input_id, default_value=None, display_name=None, description=None):
def run(self, input_id, default_value=None):
print(f"Node '{input_id}' processing with switch set to {default_value}")
return [default_value]
+1 -9
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@@ -23,14 +23,6 @@ class ComfyUIDeployExternalCheckpoint:
},
"optional": {
"default_value": (folder_paths.get_filename_list("checkpoints"), ),
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
),
}
}
@@ -41,7 +33,7 @@ class ComfyUIDeployExternalCheckpoint:
CATEGORY = "deploy"
def run(self, input_id, default_value=None, display_name=None, description=None):
def run(self, input_id, default_value=None):
import requests
import os
import uuid
-108
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@@ -1,108 +0,0 @@
from PIL import Image, ImageOps
import numpy as np
import torch
import folder_paths
class AnyType(str):
def __ne__(self, __value: object) -> bool:
return False
WILDCARD = AnyType("*")
class ComfyUIDeployExternalFaceModel:
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"input_id": (
"STRING",
{"multiline": False, "default": "input_reactor_face_model"},
),
},
"optional": {
"default_face_model_name": (
"STRING",
{"multiline": False, "default": ""},
),
"face_model_save_name": ( # if `default_face_model_name` is a link to download a file, we will attempt to save it with this name
"STRING",
{"multiline": False, "default": ""},
),
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
),
"face_model_url": (
"STRING",
{"multiline": False, "default": ""},
),
},
}
RETURN_TYPES = (WILDCARD,)
RETURN_NAMES = ("path",)
FUNCTION = "run"
CATEGORY = "deploy"
def run(
self,
input_id,
default_face_model_name=None,
face_model_save_name=None,
display_name=None,
description=None,
face_model_url=None,
):
import requests
import os
import uuid
if face_model_url and face_model_url.startswith("http"):
if face_model_save_name:
existing_face_models = folder_paths.get_filename_list("reactor/faces")
# Check if face_model_save_name exists in the list
if face_model_save_name in existing_face_models:
print(f"using face model: {face_model_save_name}")
return (face_model_save_name,)
else:
face_model_save_name = str(uuid.uuid4()) + ".safetensors"
print(face_model_save_name)
print(folder_paths.folder_names_and_paths["reactor/faces"][0][0])
destination_path = os.path.join(
folder_paths.folder_names_and_paths["reactor/faces"][0][0],
face_model_save_name,
)
print(destination_path)
print(
"Downloading external face model - "
+ face_model_url
+ " to "
+ destination_path
)
response = requests.get(
face_model_url,
headers={"User-Agent": "Mozilla/5.0"},
allow_redirects=True,
)
with open(destination_path, "wb") as out_file:
out_file.write(response.content)
return (face_model_save_name,)
else:
print(f"using face model: {default_face_model_name}")
return (default_face_model_name,)
NODE_CLASS_MAPPINGS = {"ComfyUIDeployExternalFaceModel": ComfyUIDeployExternalFaceModel}
NODE_DISPLAY_NAME_MAPPINGS = {
"ComfyUIDeployExternalFaceModel": "External Face Model (ComfyUI Deploy)"
}
+1 -9
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@@ -15,14 +15,6 @@ class ComfyUIDeployExternalImage:
},
"optional": {
"default_value": ("IMAGE",),
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
),
}
}
@@ -33,7 +25,7 @@ class ComfyUIDeployExternalImage:
CATEGORY = "image"
def run(self, input_id, default_value=None, display_name=None, description=None):
def run(self, input_id, default_value=None):
image = default_value
try:
if input_id.startswith('http'):
+1 -9
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@@ -15,14 +15,6 @@ class ComfyUIDeployExternalImageAlpha:
},
"optional": {
"default_value": ("IMAGE",),
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
),
}
}
@@ -33,7 +25,7 @@ class ComfyUIDeployExternalImageAlpha:
CATEGORY = "image"
def run(self, input_id, default_value=None, display_name=None, description=None):
def run(self, input_id, default_value=None):
image = default_value
try:
if input_id.startswith('http'):
+3 -31
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@@ -21,14 +21,6 @@ class ComfyUIDeployExternalImageBatch:
},
"optional": {
"default_value": ("IMAGE",),
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
),
}
}
@@ -39,34 +31,14 @@ class ComfyUIDeployExternalImageBatch:
CATEGORY = "image"
def process_image(self, image):
image = ImageOps.exif_transpose(image)
image = image.convert("RGB")
image = np.array(image).astype(np.float32) / 255.0
image_tensor = torch.from_numpy(image)[None,]
return image_tensor
def run(self, input_id, images=None, default_value=None, display_name=None, description=None):
import requests
import zipfile
import io
def run(self, input_id, images=None, default_value=None):
processed_images = []
try:
images_list = json.loads(images) # Assuming images is a JSON array string
print(images_list)
for img_input in images_list:
if img_input.startswith('http') and img_input.endswith('.zip'):
print("Fetching zip file from url: ", img_input)
response = requests.get(img_input)
zip_file = zipfile.ZipFile(io.BytesIO(response.content))
for file_name in zip_file.namelist():
if file_name.lower().endswith(('.png', '.jpg', '.jpeg')):
with zip_file.open(file_name) as file:
image = Image.open(file)
image = self.process_image(image)
processed_images.append(image)
elif img_input.startswith('http'):
if img_input.startswith('http'):
import requests
from io import BytesIO
print("Fetching image from url: ", img_input)
response = requests.get(img_input)
+20 -64
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@@ -4,15 +4,12 @@ import numpy as np
import torch
import folder_paths
class AnyType(str):
def __ne__(self, __value: object) -> bool:
return False
WILDCARD = AnyType("*")
class ComfyUIDeployExternalLora:
@classmethod
def INPUT_TYPES(s):
@@ -25,22 +22,6 @@ class ComfyUIDeployExternalLora:
},
"optional": {
"default_lora_name": (folder_paths.get_filename_list("loras"),),
"lora_save_name": ( # if `default_lora_name` is a link to download a file, we will attempt to save it with this name
"STRING",
{"multiline": False, "default": ""},
),
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
),
"lora_url": (
"STRING",
{"multiline": False, "default": ""},
),
},
}
@@ -51,55 +32,30 @@ class ComfyUIDeployExternalLora:
CATEGORY = "deploy"
def run(
self,
input_id,
default_lora_name=None,
lora_save_name=None,
display_name=None,
description=None,
lora_url=None,
):
def run(self, input_id, default_lora_name=None):
import requests
import os
import uuid
if lora_url:
if lora_url.startswith("http"):
if lora_save_name:
existing_loras = folder_paths.get_filename_list("loras")
# Check if lora_save_name exists in the list
if lora_save_name in existing_loras:
print(f"using lora: {lora_save_name}")
return (lora_save_name,)
else:
lora_save_name = str(uuid.uuid4()) + ".safetensors"
print(lora_save_name)
print(folder_paths.folder_names_and_paths["loras"][0][0])
destination_path = os.path.join(
folder_paths.folder_names_and_paths["loras"][0][0], lora_save_name
)
print(destination_path)
print(
"Downloading external lora - "
+ lora_url
+ " to "
+ destination_path
)
response = requests.get(
lora_url,
headers={"User-Agent": "Mozilla/5.0"},
allow_redirects=True,
)
with open(destination_path, "wb") as out_file:
out_file.write(response.content)
print(f"Ext Lora loading: {lora_url} to {lora_save_name}")
return (lora_save_name,)
else:
print(f"Ext Lora loading: {lora_url}")
return (lora_url,)
if default_lora_name.startswith("http"):
unique_filename = str(uuid.uuid4()) + ".safetensors"
print(unique_filename)
print(folder_paths.folder_names_and_paths["loras"][0][0])
destination_path = os.path.join(
folder_paths.folder_names_and_paths["loras"][0][0], unique_filename
)
print(destination_path)
print("Downloading external lora - " + input_id + " to " + destination_path)
response = requests.get(
input_id,
headers={"User-Agent": "Mozilla/5.0"},
allow_redirects=True,
)
with open(destination_path, "wb") as out_file:
out_file.write(response.content)
return (unique_filename,)
else:
print(f"Ext Lora loading: {default_lora_name}")
print(f"using lora: {default_lora_name}")
return (default_lora_name,)
+2 -10
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@@ -16,15 +16,7 @@ class ComfyUIDeployExternalNumber:
"optional": {
"default_value": (
"FLOAT",
{"multiline": True, "display": "number", "default": 0, "min": -2147483647, "max": 2147483647, "step": 0.01},
),
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
{"multiline": True, "display": "number", "default": 0, "step": 0.01},
),
}
}
@@ -36,7 +28,7 @@ class ComfyUIDeployExternalNumber:
CATEGORY = "number"
def run(self, input_id, default_value=None, display_name=None, description=None):
def run(self, input_id, default_value=None):
try:
float_value = float(input_id)
print("my number", float_value)
+2 -10
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@@ -16,15 +16,7 @@ class ComfyUIDeployExternalNumberInt:
"optional": {
"default_value": (
"INT",
{"multiline": True, "display": "number", "min": -2147483647, "max": 2147483647, "default": 0},
),
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
{"multiline": True, "display": "number", "default": 0},
),
}
}
@@ -36,7 +28,7 @@ class ComfyUIDeployExternalNumberInt:
CATEGORY = "number"
def run(self, input_id, default_value=None, display_name=None, description=None):
def run(self, input_id, default_value=None):
if not input_id or (isinstance(input_id, str) and not input_id.strip().isdigit()):
return [default_value]
return [int(input_id)]
+4 -12
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@@ -11,23 +11,15 @@ class ComfyUIDeployExternalNumberSlider:
"optional": {
"default_value": (
"FLOAT",
{"multiline": True, "display": "number", "min": -2147483647, "max": 2147483647, "default": 0.5, "step": 0.01},
{"multiline": True, "display": "number", "default": 0.5, "step": 0.01},
),
"min_value": (
"FLOAT",
{"multiline": True, "display": "number", "min": -2147483647, "max": 2147483647, "default": 0, "step": 0.01},
{"multiline": True, "display": "number", "default": 0, "step": 0.01},
),
"max_value": (
"FLOAT",
{"multiline": True, "display": "number", "min": -2147483647, "max": 2147483647, "default": 1, "step": 0.01},
),
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
{"multiline": True, "display": "number", "default": 1, "step": 0.01},
),
}
}
@@ -39,7 +31,7 @@ class ComfyUIDeployExternalNumberSlider:
CATEGORY = "number"
def run(self, input_id, default_value=None, min_value=0, max_value=1, display_name=None, description=None):
def run(self, input_id, default_value=None, min_value=0, max_value=1):
try:
float_value = float(input_id)
if min_value <= float_value <= max_value:
-53
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@@ -1,53 +0,0 @@
import re
class StringFunction:
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"action": (["append", "replace"], {}),
"tidy_tags": (["yes", "no"], {}),
},
"optional": {
"text_a": ("STRING", {"multiline": True, "dynamicPrompts": False}),
"text_b": ("STRING", {"multiline": True, "dynamicPrompts": False}),
"text_c": ("STRING", {"multiline": True, "dynamicPrompts": False}),
},
}
RETURN_TYPES = ("STRING",)
FUNCTION = "exec"
CATEGORY = "utils"
OUTPUT_NODE = True
def exec(self, action, tidy_tags, text_a="", text_b="", text_c=""):
tidy_tags = tidy_tags == "yes"
out = ""
if action == "append":
out = (", " if tidy_tags else "").join(
filter(None, [text_a, text_b, text_c])
)
else:
if text_c is None:
text_c = ""
if text_b.startswith("/") and text_b.endswith("/"):
regex = text_b[1:-1]
out = re.sub(regex, text_c, text_a)
else:
out = text_a.replace(text_b, text_c)
if tidy_tags:
out = re.sub(r"\s{2,}", " ", out)
out = out.replace(" ,", ",")
out = re.sub(r",{2,}", ",", out)
out = out.strip()
return {"ui": {"text": (out,)}, "result": (out,)}
NODE_CLASS_MAPPINGS = {
"ComfyUIDeployStringCombine": StringFunction,
}
NODE_DISPLAY_NAME_MAPPINGS = {
"ComfyUIDeployStringCombine": "String Combine (ComfyUI Deploy)",
}
+1 -9
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@@ -18,14 +18,6 @@ class ComfyUIDeployExternalText:
"STRING",
{"multiline": True, "default": ""},
),
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
),
}
}
@@ -36,7 +28,7 @@ class ComfyUIDeployExternalText:
CATEGORY = "text"
def run(self, input_id, default_value=None, display_name=None, description=None):
def run(self, input_id, default_value=None):
return [default_value]
-46
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@@ -1,46 +0,0 @@
class AnyType(str):
def __ne__(self, __value: object) -> bool:
return False
WILDCARD = AnyType("*")
class ComfyUIDeployExternalTextAny:
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"input_id": (
"STRING",
{"multiline": False, "default": "input_text"},
),
},
"optional": {
"default_value": (
"STRING",
{"multiline": True, "default": ""},
),
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
),
}
}
RETURN_TYPES = (WILDCARD,)
RETURN_NAMES = ("text",)
FUNCTION = "run"
CATEGORY = "text"
def run(self, input_id, default_value=None, display_name=None, description=None):
return [default_value]
NODE_CLASS_MAPPINGS = {"ComfyUIDeployExternalTextAny": ComfyUIDeployExternalTextAny}
NODE_DISPLAY_NAME_MAPPINGS = {"ComfyUIDeployExternalTextAny": "External Text Any (ComfyUI Deploy)"}
+5 -14
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@@ -764,15 +764,7 @@ class ComfyUIDeployExternalVideo:
"optional": {
"meta_batch": ("VHS_BatchManager",),
"vae": ("VAE",),
"default_video": (sorted(files),),
"display_name": (
"STRING",
{"multiline": False, "default": ""},
),
"description": (
"STRING",
{"multiline": True, "default": ""},
),
"default_value": (sorted(files),),
},
"hidden": {
"unique_id": "UNIQUE_ID"
@@ -804,6 +796,8 @@ class ComfyUIDeployExternalVideo:
meta_batch = kwargs.get("meta_batch")
unique_id = kwargs.get("unique_id")
video = kwargs.get("default_value")
video_path = folder_paths.get_annotated_filepath(video.strip('"'))
input_dir = folder_paths.get_input_directory()
if input_id.startswith("http"):
@@ -833,11 +827,8 @@ class ComfyUIDeployExternalVideo:
leave=True,
):
out_file.write(chunk)
else:
video = kwargs.get("default_video", None)
if video is None:
raise "No default video given and no external video provided"
video_path = folder_paths.get_annotated_filepath(video.strip('"'))
print("video path: ", video_path)
return load_video_cv(
video=video_path,
-60
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@@ -1,60 +0,0 @@
import folder_paths
class AnyType(str):
def __ne__(self, __value: object) -> bool:
return False
from os import walk
WILDCARD = AnyType("*")
MODEL_EXTENSIONS = {
"safetensors": "SafeTensors file format",
"ckpt": "Checkpoint file",
"pth": "PyTorch serialized file",
"pkl": "Pickle file",
"onnx": "ONNX file",
}
def fetch_files(path):
for (dirpath, dirnames, filenames) in walk(path):
fs = []
if len(dirnames) > 0:
for dirname in dirnames:
fs.extend(fetch_files(f"{dirpath}/{dirname}"))
for filename in filenames:
# Remove "./models/" from the beginning of dirpath
relative_dirpath = dirpath.replace("./models/", "", 1)
file_path = f"{relative_dirpath}/{filename}"
# Only add files that are known model extensions
file_extension = filename.split('.')[-1].lower()
if file_extension in MODEL_EXTENSIONS:
fs.append(file_path)
return fs
allModels = fetch_files("./models")
class ComfyUIDeployModalList:
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"model": (allModels, ),
}
}
RETURN_TYPES = (WILDCARD,)
RETURN_NAMES = ("model",)
FUNCTION = "run"
CATEGORY = "model"
def run(self, model=""):
# Split the model path by '/' and select the last item
model_name = model.split('/')[-1]
return [model_name]
NODE_CLASS_MAPPINGS = {"ComfyUIDeployModelList": ComfyUIDeployModalList}
NODE_DISPLAY_NAME_MAPPINGS = {"ComfyUIDeployModelList": "Model List (ComfyUI Deploy)"}
+354 -1084
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File diff suppressed because it is too large Load Diff
+17 -37
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@@ -6,12 +6,10 @@ from PIL import Image, ImageOps
from io import BytesIO
from pydantic import BaseModel as PydanticBaseModel
class BaseModel(PydanticBaseModel):
class Config:
arbitrary_types_allowed = True
class Status(Enum):
NOT_STARTED = "not-started"
RUNNING = "running"
@@ -19,7 +17,6 @@ class Status(Enum):
FAILED = "failed"
UPLOADING = "uploading"
class StreamingPrompt(BaseModel):
workflow_api: Any
auth_token: str
@@ -27,52 +24,42 @@ class StreamingPrompt(BaseModel):
running_prompt_ids: set[str] = set()
status_endpoint: Optional[str]
file_upload_endpoint: Optional[str]
workflow: Any
gpu_event_id: Optional[str] = None
class SimplePrompt(BaseModel):
status_endpoint: Optional[str]
file_upload_endpoint: Optional[str]
token: Optional[str]
workflow_api: dict
status: Status = Status.NOT_STARTED
progress: set = set()
last_updated_node: Optional[str] = None
last_updated_node: Optional[str] = None,
uploading_nodes: set = set()
done: bool = False
is_realtime: bool = False
start_time: Optional[float] = None
gpu_event_id: Optional[str] = None
is_realtime: bool = False,
start_time: Optional[float] = None,
sockets = dict()
prompt_metadata: dict[str, SimplePrompt] = {}
streaming_prompt_metadata: dict[str, StreamingPrompt] = {}
class BinaryEventTypes:
PREVIEW_IMAGE = 1
UNENCODED_PREVIEW_IMAGE = 2
max_output_id_length = 24
async def send_image(image_data, sid=None, output_id: str = None):
async def send_image(image_data, sid=None, output_id:str = None):
max_length = max_output_id_length
output_id = output_id[:max_length]
padded_output_id = output_id.ljust(max_length, "\x00")
encoded_output_id = padded_output_id.encode("ascii", "replace")
padded_output_id = output_id.ljust(max_length, '\x00')
encoded_output_id = padded_output_id.encode('ascii', 'replace')
image_type = image_data[0]
image = image_data[1]
max_size = image_data[2]
quality = image_data[3]
if max_size is not None:
if hasattr(Image, "Resampling"):
if hasattr(Image, 'Resampling'):
resampling = Image.Resampling.BILINEAR
else:
resampling = Image.ANTIALIAS
@@ -96,23 +83,17 @@ async def send_image(image_data, sid=None, output_id: str = None):
position_after = bytesIO.tell()
bytes_written = position_after - position_before
print(f"Bytes written: {bytes_written}")
image.save(bytesIO, format=image_type, quality=quality, compress_level=1)
preview_bytes = bytesIO.getvalue()
await send_bytes(BinaryEventTypes.PREVIEW_IMAGE, preview_bytes, sid=sid)
async def send_socket_catch_exception(function, message):
try:
await function(message)
except (
aiohttp.ClientError,
aiohttp.ClientPayloadError,
ConnectionResetError,
) as err:
except (aiohttp.ClientError, aiohttp.ClientPayloadError, ConnectionResetError) as err:
print("send error:", err)
def encode_bytes(event, data):
if not isinstance(event, int):
raise RuntimeError(f"Binary event types must be integers, got {event}")
@@ -122,10 +103,9 @@ def encode_bytes(event, data):
message.extend(data)
return message
async def send_bytes(event, data, sid=None):
message = encode_bytes(event, data)
print("sending image to ", event, sid)
if sid is None:
@@ -133,4 +113,4 @@ async def send_bytes(event, data, sid=None):
for ws in _sockets:
await send_socket_catch_exception(ws.send_bytes, message)
elif sid in sockets:
await send_socket_catch_exception(sockets[sid].send_bytes, message)
await send_socket_catch_exception(sockets[sid].send_bytes, message)
+1 -1
View File
@@ -1,7 +1,7 @@
[project]
name = "comfyui-deploy"
description = "Open source comfyui deployment platform, a vercel for generative workflow infra."
version = "1.1.0"
version = "1.0.0"
license = "LICENSE"
dependencies = ["aiofiles", "pydantic", "opencv-python", "imageio-ffmpeg"]
-2
View File
@@ -2,6 +2,4 @@ aiofiles
pydantic
opencv-python
imageio-ffmpeg
brotli
tabulate
# logfire
+4
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@@ -0,0 +1,4 @@
/** @typedef {import('../../../web/scripts/api.js').api} API*/
import { api as _api } from '../../scripts/api.js';
/** @type {API} */
export const api = _api;
+4
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@@ -0,0 +1,4 @@
/** @typedef {import('../../../web/scripts/app.js').ComfyApp} ComfyApp*/
import { app as _app } from '../../scripts/app.js';
/** @type {ComfyApp} */
export const app = _app;
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@@ -0,0 +1,18 @@
// /** @typedef {import('../../../web/scripts/api.js').api} API*/
// import { api as _api } from "../../scripts/api.js";
// /** @type {API} */
// export const api = _api;
/** @typedef {typeof import('../../../web/scripts/widgets.js').ComfyWidgets} Widgets*/
import { ComfyWidgets as _ComfyWidgets } from "../../scripts/widgets.js";
/**
* @type {Widgets}
*/
export const ComfyWidgets = _ComfyWidgets;
// import { LGraphNode as _LGraphNode } from "../../types/litegraph.js";
/** @typedef {typeof import('../../../web/types/litegraph.js').LGraphNode} LGraphNode*/
/** @type {LGraphNode}*/
export const LGraphNode = LiteGraph.LGraphNode;
-1
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@@ -6,5 +6,4 @@ export const customInputNodes: Record<string, string> = {
ComfyUIDeployExternalNumberInt: "integer",
ComfyUIDeployExternalLora: "string - (public lora download url)",
ComfyUIDeployExternalCheckpoint: "string - (public checkpoints download url)",
ComfyUIDeployExternalFaceModel: "string - (public face model download url)",
};
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@@ -51,9 +51,7 @@ const createRunRoute = createRoute({
export const registerCreateRunRoute = (app: App) => {
app.openapi(createRunRoute, async (c) => {
const data = c.req.valid("json");
const proto = c.req.headers.get('x-forwarded-proto') || "http";
const host = c.req.headers.get('x-forwarded-host') || c.req.headers.get('host');
const origin = `${proto}://${host}` || new URL(c.req.url).origin;
const origin = new URL(c.req.url).origin;
const apiKeyTokenData = c.get("apiKeyTokenData")!;
const { deployment_id, inputs } = data;